Data transformation: Columns

Nicky Wakim

Data transformations on columns

  • We can use columns to create new variables, subset features, and reorganize a dataset
  • There are many functions that can be used to transform columns
  • We will cover the most column functions:
    • select()
    • relocate()
    • mutate()
    • rename()

Some notes before we get into it

Note 1: Assigning new objects

My code in this lesson is a mix of assigning new objects and not assigning new objects. I do not assign new objects show you the output of the function without extra steps.

  • For most of your work, you will want to assign your output to a new object.

Note 2: Naming conventions

  • I use hrs_00, hrs_01, etc. to indicate the order of my transformations
  • I use descriptive names for actions I take
    • Example: hrs_01_vars_subset indicates that this is the 1st saved object I make and the action I take is subsetting variables (columns)

select()

Subsetting columns using select()

  • The select() function allows us to isolate specific variables or columns from our dataset

 

  • Why use select()?
    • Drops unneeded information to maximize processing speed and visual clarity
    • Isolates specific blocks of data for focused modeling or visualization

 

Note: I will use select() in this lesson to make the output easier to read (with less columns)

Example: selecting specific columns

  • Let’s keep only the following columns from hrs_00: id, age_mo, income, diab, lung, drink, race_original, and sex
    • Column names do NOT need quotes in select()
hrs_01_vars_subset = hrs_00 |> 
  select(id, age_mo, income, diab, lung, drink, race_original, sex)
1
We provide the exact column names we want to keep, separated by commas. All other columns will be dropped from the output.

Original dataset:

tibble(hrs_00)
# A tibble: 2,728 × 32
   hhid   pn    id    birthyr birthmo birthdate age_yr    ed  cesd proxy coupled
   <fct>  <fct> <chr>   <dbl>   <dbl>     <dbl>  <dbl> <dbl> <dbl> <fct> <fct>  
 1 552754 010   5527…    1967       9      2814     55    NA     1 Resp… Not a …
 2 555339 020   5553…    1966       7      2387     56    12     6 Resp… Couple…
 3 559734 010   5597…    1967       3      2602     55    NA     0 Resp… Couple…
 4 558143 020   5581…    1973      10      5036     50    16     1 Resp… Couple…
 5 554789 020   5547…    1950       7     -3153     71    16     3 Resp… Couple…
 6 551018 010   5510…    1970       1      3667     52    17     7 Resp… Not a …
 7 550516 010   5505…    1960       1        14     62    11     1 Resp… Not a …
 8 559093 010   5590…    1971       4      4122     51    13     2 Resp… Couple…
 9 556288 020   5562…    1952       9     -2664     70    16     1 Resp… Couple…
10 550790 010   5507…    1966       1      2206     56    NA     1 Resp… Couple…
# ℹ 2,718 more rows
# ℹ 21 more variables: age_mo <dbl>, degree <fct>, race_original <fct>,
#   sex <fct>, smoke_ever <fct>, smoke_now <fct>, drink <fct>, height <dbl>,
#   srh <fct>, act_vig <fct>, bp <fct>, diab <fct>, cancer <fct>, lung <fct>,
#   hrt <fct>, strk <fct>, psych <fct>, sleep <fct>, arth <fct>,
#   cond_count <dbl>, income <dbl>

Dataset with selected columns:

tibble(hrs_01_vars_subset)
# A tibble: 2,728 × 8
   id         age_mo  income diab  lung  drink race_original          sex   
   <chr>       <dbl>   <dbl> <fct> <fct> <fct> <fct>                  <fct> 
 1 552754_010    665  35000  No    No    No    <NA>                   Female
 2 555339_020    676      0  No    No    Yes   White/Caucasian        Female
 3 559734_010    663 108400  No    No    Yes   <NA>                   Male  
 4 558143_020    600 526192  No    No    Yes   White/Caucasian        Male  
 5 554789_020    860 148320  Yes   No    Yes   Black/African American Male  
 6 551018_010    632  28267. Yes   Yes   Yes   White/Caucasian        Female
 7 550516_010    749  13236. No    No    Yes   Black/African American Male  
 8 559093_010    621  50761  No    No    Yes   Black/African American Male  
 9 556288_020    845 303916. No    No    Yes   White/Caucasian        Male  
10 550790_010    679 418024  No    No    Yes   <NA>                   Male  
# ℹ 2,718 more rows

Example: breaking code into multiple lines

  • If code passes the vertical line in your editor pane, you can break it into multiple lines for readability
hrs_01_vars_subset = hrs_00 |> 
  select(id, age_mo, income, 
         diab, lung, drink, 
         race_original, sex)
hrs_01_vars_subset = hrs_00 |> 
  select(
    id, 
    age_mo, 
    income, 
    diab, 
    lung, 
    drink, 
    race_original, 
    sex
    )

Example: removing specific columns

  • If we want to keep everything except a few specified variables, we use a minus sign (-)
hrs_01_vars_subset |> select(-drink, -lung)
1
Placing - in front of drink and lung explicitly drops them, while retaining every other original variable.
             id age_mo      income diab          race_original    sex
1    552754_010    665   35000.000   No                   <NA> Female
2    555339_020    676       0.000   No        White/Caucasian Female
3    559734_010    663  108400.000   No                   <NA>   Male
4    558143_020    600  526192.000   No        White/Caucasian   Male
5    554789_020    860  148320.000  Yes Black/African American   Male
6    551018_010    632   28266.534  Yes        White/Caucasian Female
7    550516_010    749   13236.192   No Black/African American   Male
8    559093_010    621   50761.000   No Black/African American   Male
9    556288_020    845  303916.197   No        White/Caucasian   Male
10   550790_010    679  418024.000   No                   <NA>   Male
11   555294_010    641   22000.000   No                   <NA> Female
12   559170_010    649   10000.000   No                   <NA> Female
13   551238_010    646   73000.000   No        White/Caucasian   Male
14   554874_010    721   29000.000  Yes Black/African American   Male
15   551179_010    691  250800.000   No Black/African American   Male
16   551108_020    622  119000.000   No        White/Caucasian   Male
17   555511_010    605   39132.000   No                   <NA>   Male
18   556018_020    638   55000.000   No        White/Caucasian   Male
19   555578_020    665   13824.000   No Black/African American Female
20   559002_010    648   98120.000   No Black/African American Female
21   557423_010    677  190606.151  Yes        White/Caucasian   Male
22   558441_010    641  299440.000   No                   <NA> Female
23   553087_020    800  178000.000  Yes                   <NA> Female
24   550622_010    640   30000.000  Yes        White/Caucasian Female
25   552725_010   1081   84600.000   No                  Other Female
26   553480_010    653   22908.000  Yes        White/Caucasian   Male
27   553443_020    746   50000.000  Yes Black/African American Female
28   554670_020    911   27140.000   No        White/Caucasian Female
29   551973_010    683   43200.000  Yes        White/Caucasian   Male
30   559990_010    652   50000.000   No                   <NA> Female
31   557680_020    812   46000.000   No Black/African American   Male
32   556364_010    951    6192.000  Yes Black/African American   Male
33   552323_010    862   16440.000  Yes        White/Caucasian   Male
34   554006_010    895   26320.000  Yes        White/Caucasian Female
35   551054_010    685   29073.827   No Black/African American Female
36   557601_010   1100   24216.000   No Black/African American   Male
37   557595_020    759   30552.000   No                  Other Female
38   556536_010    641   14364.000  Yes        White/Caucasian Female
39   558004_010    637  102000.000   No        White/Caucasian Female
40   556675_020    571  115000.000   No                  Other Female
41   556381_010    651  178000.000   No        White/Caucasian Female
42   553553_010    639    1512.000   No        White/Caucasian Female
43   553780_020    674  389080.000   No Black/African American Female
44   555022_010    625   31800.000  Yes                  Other Female
45   555463_010   1020   12660.000  Yes        White/Caucasian Female
46   559646_010    646   23200.000   No        White/Caucasian Female
47   559601_010    639   12660.000  Yes                   <NA>   Male
48   551767_010    643   37700.000  Yes                  Other Female
49   553534_010    651  104900.000   No                   <NA> Female
50   555324_010    656   41688.000   No        White/Caucasian Female
51   554129_020   1135   96200.000   No Black/African American   Male
52   557351_020    834  107054.866   No Black/African American Female
53   556900_010    630  102000.000   No        White/Caucasian Female
54   554807_010    816    8400.000   No                  Other   Male
55   551191_010    992   18030.697  Yes Black/African American Female
56   559148_010    729    9000.000  Yes        White/Caucasian Female
57   557048_020    586  131020.000   No Black/African American Female
58   552306_020    609  187690.000   No                   <NA> Female
59   552766_010    895   17664.000   No Black/African American Female
60   559300_010    680  353005.511   No        White/Caucasian   Male
61   556979_010    644   26792.000   No        White/Caucasian Female
62   559820_010    635  175536.000   No        White/Caucasian Female
63   554387_020    604  218690.633   No                   <NA> Female
64   558974_010    669   94051.000   No        White/Caucasian   Male
65   556223_010    709  137000.000   No Black/African American Female
66   555951_010    823   53005.000  Yes Black/African American Female
67   559375_010    645  152000.000   No Black/African American   Male
68   551604_020    899   60924.000   No Black/African American Female
69   557139_010    857   10197.776  Yes Black/African American Female
70   555071_020    579  124800.000   No Black/African American   Male
71   553738_010    918   22763.401   No Black/African American Female
72   558128_010    619  237000.000   No                   <NA>   Male
73   557411_020    613   32640.000  Yes        White/Caucasian Female
74   557646_010    681   46020.000   No        White/Caucasian Female
75   554690_020    597  120001.000   No        White/Caucasian   Male
76   552939_010    662  109120.000   No Black/African American Female
77   558663_010    680   60200.000  Yes        White/Caucasian Female
78   553817_010    681   43003.000  Yes Black/African American Female
79   553508_010    656    1681.298   No                   <NA> Female
80   559346_010    892   84124.000  Yes Black/African American Female
81   553847_010    633   10800.000  Yes                   <NA> Female
82   558935_010    796    8319.000   No        White/Caucasian Female
83   551604_020    916   61205.000   No Black/African American Female
84   558588_010    747   25274.273  Yes                  Other Female
85   559292_010    681       0.000   No Black/African American Female
86   559479_010    637   60000.000   No                   <NA> Female
87   551179_020    689  250000.000   No Black/African American Female
88   558926_020    675  121000.000  Yes        White/Caucasian Female
89   556712_010    703   91500.000  Yes Black/African American Female
90   557375_010    623     500.000  Yes        White/Caucasian   Male
91   554075_010    780     203.000   No        White/Caucasian Female
92   553124_020    580   90000.000   No                   <NA> Female
93   554850_010    677   14400.000   No Black/African American   Male
94   554481_010    766   55212.000   No Black/African American   Male
95   556291_010    698   80000.000   No Black/African American Female
96   559660_010    753    8400.000   No Black/African American Female
97   552314_010    774   70000.000   No Black/African American Female
98   556207_010    926       0.000   No Black/African American Female
99   551914_010    634   82000.000   No Black/African American   Male
100  552482_010    817   51000.000   No        White/Caucasian Female
101  556712_010    703   91500.000  Yes Black/African American Female
102  551116_020    432   68403.000   No                   <NA> Female
103  559170_010    649   10000.000   No                   <NA> Female
104  554479_010    669   15254.301   No Black/African American Female
105  554818_010    718   76033.000   No Black/African American   Male
106  554186_010    650   18400.000   No Black/African American Female
107  551833_010    637   84000.000   No                   <NA> Female
108  559523_010    831   46020.000   No Black/African American Female
109  555215_020    617       0.000   No                   <NA>   Male
110  553211_010    883   21000.000   No Black/African American Female
111  550500_010   1086   18800.000   No        White/Caucasian Female
112  554341_010    620   69876.368   No        White/Caucasian   Male
113  550964_010    641  630680.000   No        White/Caucasian Female
114  550920_020    665   16320.000   No                   <NA> Female
115  554344_020    804   58469.605  Yes Black/African American Female
116  557446_010    663   65000.000   No        White/Caucasian Female
117  558646_010    772   20000.000   No Black/African American   Male
118  550651_010    955   55000.000  Yes Black/African American Female
119  554591_020    586  126600.000   No Black/African American   Male
120  556766_010    605   60000.000   No                   <NA>   Male
121  553087_020    813  178528.000  Yes                   <NA> Female
122  555788_010    805   87000.000   No Black/African American   Male
123  555460_010    640   22534.000   No                   <NA> Female
124  552761_020    726   18895.000   No        White/Caucasian Female
125  559996_010    757   32580.000  Yes                  Other Female
126  555467_010    626  140000.000   No                   <NA> Female
127  551602_010    857       0.000   No                  Other   Male
128  551597_020    634   26000.000   No                   <NA> Female
129  556646_010    830  253820.000   No Black/African American   Male
130  559573_010    784    2149.000  Yes        White/Caucasian Female
131  558651_010    644   48000.000   No Black/African American Female
132  555495_010    687   19500.000   No        White/Caucasian Female
133  552423_020    680       0.000   No Black/African American Female
134  550164_020    838  486747.804   No        White/Caucasian   Male
135  554494_010    649  139200.000   No        White/Caucasian Female
136  551026_010    939   15500.000   No Black/African American Female
137  554561_010    659   70000.000  Yes                  Other   Male
138  552780_010    879   98137.254   No        White/Caucasian   Male
139  557152_020    631   83003.000   No        White/Caucasian Female
140  556050_020    652  238400.000   No        White/Caucasian Female
141  550345_010    865       0.000  Yes        White/Caucasian Female
142  557516_010   1163    8662.000   No Black/African American Female
143  554228_020    837   17412.000  Yes        White/Caucasian   Male
144  554680_010    786    3000.000   No Black/African American   Male
145  556870_010    815   28800.000   No Black/African American Female
146  553826_020    753  174066.434   No        White/Caucasian   Male
147  552941_010    633    3600.000   No Black/African American Female
148  553316_010    673   25764.286   No                   <NA> Female
149  550931_010    653   31850.000   No                   <NA>   Male
150  551334_010    803   94416.000   No Black/African American   Male
151  556712_010    698   91000.000  Yes Black/African American Female
152  557413_010    617  990200.000   No Black/African American   Male
153  556668_010   1013   23780.000   No        White/Caucasian Female
154  555959_010    623   76000.000   No Black/African American Female
155  553031_010    641  145000.000  Yes Black/African American Female
156  553970_010    663   75080.000  Yes        White/Caucasian   Male
157  550240_010    886   47520.000   No        White/Caucasian   Male
158  558629_010    828  385000.000   No        White/Caucasian Female
159  558694_010    644  353005.511   No        White/Caucasian Female
160  554764_010    701  100480.000  Yes Black/African American Female
161  559227_010    642  102680.000   No        White/Caucasian   Male
162  556732_010    774   48012.000   No        White/Caucasian Female
163  555209_010    630  365005.000   No        White/Caucasian   Male
164  551412_010    682   72600.000   No Black/African American   Male
165  550859_010    673   54512.000  Yes        White/Caucasian Female
166  559867_010    803  308584.288   No        White/Caucasian   Male
167  555053_010   1022   25274.273   No        White/Caucasian   Male
168  553757_010    635  265075.000   No        White/Caucasian   Male
169  553881_010    713   58469.605   No Black/African American   Male
170  555886_020    706   88690.000   No        White/Caucasian   Male
171  550201_020    490  281000.000   No        White/Caucasian   Male
172  558175_010    631  526192.000   No                   <NA> Female
173  553067_010    643  185000.000   No                   <NA> Female
174  554832_020    737   13200.000  Yes        White/Caucasian Female
175  556394_020    821   31000.000   No        White/Caucasian   Male
176  551944_020    630  134600.000   No                   <NA> Female
177  553435_010    915   27450.000   No        White/Caucasian Female
178  558774_020    681   40000.000  Yes        White/Caucasian Female
179  551225_010    662   33603.498  Yes                  Other Female
180  550569_020    637  319200.000   No        White/Caucasian   Male
181  552034_010    834   27376.000   No Black/African American Female
182  551143_020    607   27600.000   No        White/Caucasian Female
183  559902_010    868   26008.000  Yes        White/Caucasian Female
184  558360_010    771   10800.000   No Black/African American Female
185  556334_010    874   32580.000  Yes Black/African American Female
186  559885_010    629  101400.000   No Black/African American Female
187  551845_020    896   39154.111   No                  Other   Male
188  555737_020    497   95824.000   No                   <NA>   Male
189  556499_010    754   53400.000   No Black/African American Female
190  557180_010    677  277412.000   No        White/Caucasian   Male
191  556779_020    613  121060.000   No        White/Caucasian Female
192  555445_020    914   67000.000  Yes        White/Caucasian Female
193  552567_010    701  125000.000   No        White/Caucasian Female
194  556143_010    706   33000.000   No        White/Caucasian Female
195  556868_010    988    2544.000  Yes Black/African American Female
196  552892_020    746   92000.000   No Black/African American Female
197  554425_010    839   22636.000  Yes Black/African American   Male
198  558831_010    636   15324.000   No                   <NA> Female
199  558532_010    613   60200.000   No                   <NA> Female
200  552025_020    497  117000.000   No Black/African American Female
201  555805_010    675  244738.170   No                   <NA>   Male
202  550696_010    841   16800.000   No        White/Caucasian Female
203  552828_010    637  301201.732   No Black/African American   Male
204  555221_010    718   26100.000  Yes        White/Caucasian Female
205  554911_010    891   68403.000   No                  Other   Male
206  555918_010    626   23286.000  Yes Black/African American Female
207  556114_010    633  240591.268   No        White/Caucasian Female
208  553646_020    619  223349.581   No                   <NA>   Male
209  559843_010    709   68320.000   No        White/Caucasian   Male
210  556291_010    699   80000.000   No Black/African American Female
211  558974_010    669   94204.000   No        White/Caucasian   Male
212  558837_020    809       0.000   No        White/Caucasian Female
213  551759_020    579  134188.000   No        White/Caucasian Female
214  553273_010    660   55400.000  Yes Black/African American Female
215  552279_010    832   23724.438   No                  Other   Male
216  556859_010    647   57500.000   No                   <NA> Female
217  551238_020    635   73000.000   No        White/Caucasian Female
218  550753_020    651   52600.000   No        White/Caucasian Female
219  551007_020    801   32140.949  Yes Black/African American   Male
220  559287_010    841   96351.675   No        White/Caucasian Female
221  551073_010    649    3604.000   No                  Other Female
222  556390_010    632   12000.000   No        White/Caucasian Female
223  556734_010    664  157820.000   No        White/Caucasian   Male
224  556989_010    935   17457.000   No Black/African American   Male
225  559963_010    657  125000.000  Yes                  Other   Male
226  552082_020    838   22008.000   No Black/African American   Male
227  558355_010    832    7740.000   No Black/African American Female
228  553341_010    616   24400.000   No                   <NA> Female
229  555375_010    714   40100.000   No Black/African American   Male
230  559806_010    783   55000.000   No        White/Caucasian Female
231  552618_010    768   25673.251   No Black/African American Female
232  555041_020    912   48200.000  Yes Black/African American Female
233  550930_010    675   93680.000  Yes Black/African American Female
234  558039_010    758    3000.000  Yes Black/African American Female
235  553564_020    545   35000.000  Yes        White/Caucasian Female
236  550347_020    635  208000.000   No                   <NA> Female
237  554233_020    591  237050.000   No        White/Caucasian Female
238  553294_010    643   55000.000   No                   <NA>   Male
239  551468_010    623   99000.000  Yes                  Other Female
240  556836_010    628   99472.590  Yes        White/Caucasian   Male
241  550962_020    629   47000.000  Yes Black/African American   Male
242  558741_010    939   14688.000  Yes Black/African American   Male
243  552681_020    613   51000.000   No Black/African American Female
244  556144_020    764  148320.000   No        White/Caucasian Female
245  558174_010    954  143000.000   No Black/African American   Male
246  552323_020    819   16608.000  Yes        White/Caucasian   Male
247  558403_020    586  128000.000   No Black/African American Female
248  559470_010    797   17388.000   No        White/Caucasian Female
249  551944_010    614  135024.000   No                   <NA>   Male
250  557383_010    802   15324.000  Yes                  Other Female
251  556475_010    859   65592.000   No Black/African American Female
252  557125_010    698   40000.000  Yes Black/African American Female
253  556224_010    813   90000.000   No Black/African American   Male
254  550119_020    968   33972.000   No        White/Caucasian   Male
255  550462_010    673   10000.000   No                  Other   Male
256  555545_010    721    3600.000   No Black/African American   Male
257  550437_010    774   46800.000   No Black/African American   Male
258  556732_010    774   47960.000   No        White/Caucasian Female
259  552479_020    486  200020.000   No        White/Caucasian Female
260  553055_010    752   41208.000  Yes Black/African American   Male
261  551982_020    507  586000.000   No                  Other Female
262  553768_010    947   12420.000  Yes Black/African American   Male
263  558133_010    677  135024.000  Yes        White/Caucasian   Male
264  550543_010    634  161000.000  Yes        White/Caucasian Female
265  557225_010    618   15500.000  Yes                   <NA> Female
266  556951_010    630  182036.000   No                   <NA> Female
267  554862_010    671   11448.000   No                   <NA>   Male
268  558391_020    644   50000.000  Yes        White/Caucasian Female
269  557031_010    634   79974.000   No Black/African American Female
270  550186_010    634  276570.000   No        White/Caucasian   Male
271  555473_010    768    3600.000   No Black/African American Female
272  552279_020    712   24112.000   No                  Other Female
273  552554_010    617  215008.000  Yes                  Other Female
274  556558_010    647   82000.000   No                   <NA> Female
275  557423_010    677  191000.000  Yes        White/Caucasian   Male
276  555085_020    681       0.000   No                  Other Female
277  551878_020    601   44400.000  Yes Black/African American   Male
278  554913_010    612   45060.000   No                   <NA> Female
279  553280_020    481   50000.000   No                   <NA> Female
280  556531_010    706   40498.000  Yes Black/African American   Male
281  551557_010    641   25722.251   No Black/African American Female
282  556944_010    713   91000.000   No        White/Caucasian   Male
283  554704_020    629  172000.000   No        White/Caucasian Female
284  556635_010    818   20400.000  Yes Black/African American   Male
285  556943_020    651   14160.000   No                  Other Female
286  552494_010    682  280020.000   No        White/Caucasian   Male
287  552819_020    673  276400.000   No                   <NA> Female
288  551892_010    626   74563.499   No Black/African American Female
289  558281_010   1063   21390.000  Yes                  Other Female
290  557269_010    705   75500.000   No                  Other Female
291  552383_010    853       0.000  Yes                  Other Female
292  554098_010    677    8000.000   No                   <NA> Female
293  554674_010    650   78070.000   No Black/African American Female
294  559603_020    814  105036.000   No Black/African American   Male
295  554203_020    667  190000.000   No                   <NA> Female
296  557358_010    720   22110.000  Yes                  Other   Male
297  553252_010    681     250.000  Yes        White/Caucasian   Male
298  556089_010    789   25832.000  Yes Black/African American   Male
299  559704_010    731   25000.000   No Black/African American   Male
300  554370_010    877   62000.000  Yes Black/African American Female
301  556208_020    741   70800.000   No        White/Caucasian Female
302  551991_020    605   33000.000   No Black/African American Female
303  551505_010    897    9779.466   No Black/African American Female
304  552298_010    800  276570.000  Yes Black/African American Female
305  554365_020    714     300.000  Yes                  Other   Male
306  555115_010    869   45240.000   No Black/African American Female
307  554172_010    735   31200.000   No                  Other   Male
308  557061_010    644   21000.000   No Black/African American Female
309  553961_020    675  168400.000  Yes        White/Caucasian Female
310  551547_010    824   65600.000   No                  Other   Male
311  551553_020    803   47252.000   No Black/African American Female
312  559839_010    638  369257.048   No                  Other   Male
313  556266_010    685   12782.635  Yes Black/African American Female
314  559734_020    602  109000.000   No                   <NA>   Male
315  559487_010    867   36600.000   No        White/Caucasian   Male
316  555922_010    899   21500.000  Yes Black/African American   Male
317  559767_010    922   12000.000   No Black/African American Female
318  558560_010    618  100000.000   No                   <NA> Female
319  555064_020    611   32140.949  Yes        White/Caucasian Female
320  550233_020    778   25260.000  Yes        White/Caucasian   Male
321  555375_010    714   40010.000   No Black/African American   Male
322  552986_010   1086   24288.000   No Black/African American Female
323  557977_010    694   25000.000   No                  Other   Male
324  553646_020    617  223349.581   No                   <NA>   Male
325  558849_020    556  115000.000   No        White/Caucasian Female
326  552110_010    639   19200.000  Yes                   <NA>   Male
327  555314_010    988   19320.000  Yes Black/African American Female
328  555872_010    677   70000.000   No        White/Caucasian Female
329  550233_020    777   25304.000  Yes        White/Caucasian   Male
330  556757_020    701  175000.000  Yes Black/African American Female
331  558748_010    636   33450.000  Yes                   <NA> Female
332  553640_010    927   28608.000  Yes Black/African American Female
333  552320_010    758   12960.000   No        White/Caucasian Female
334  559984_010    909   15385.000   No        White/Caucasian Female
335  552159_010    685  130005.000   No        White/Caucasian   Male
336  550516_010    750   13200.000   No Black/African American   Male
337  555239_010   1100   15600.000  Yes Black/African American Female
338  556936_020    627  100480.000   No Black/African American Female
339  557667_010    654    6500.589  Yes        White/Caucasian   Male
340  555041_020    932   49000.000  Yes Black/African American Female
341  558184_020    656   30332.902   No                  Other Female
342  550513_010    971   94400.000   No Black/African American   Male
343  557795_010    994   16000.000   No Black/African American Female
344  555301_010    636  172012.000   No                   <NA> Female
345  554377_010    679   40400.000  Yes Black/African American Female
346  557337_020    576   44000.000  Yes        White/Caucasian Female
347  553715_020    690    2136.000  Yes Black/African American   Male
348  554345_010    605  177200.000   No                   <NA>   Male
349  554076_010    637   83000.000   No        White/Caucasian Female
350  557914_010    646   14616.000  Yes                  Other   Male
351  551414_020    740       0.000   No        White/Caucasian Female
352  552490_010    862    5484.000   No Black/African American   Male
353  550581_020    749   22507.295  Yes        White/Caucasian Female
354  555332_010    660  107000.000   No                   <NA>   Male
355  559484_020    641  126000.000   No Black/African American Female
356  555129_020    637  216000.000   No        White/Caucasian Female
357  550822_020    659   71240.000  Yes Black/African American Female
358  554628_010    647   14200.000   No                   <NA>   Male
359  553055_010    747   40800.000  Yes Black/African American   Male
360  558837_010    807      36.000   No        White/Caucasian   Male
361  555146_010    618  124000.000   No Black/African American Female
362  557244_010    692  130000.000   No        White/Caucasian   Male
363  554443_010    773   30671.980  Yes        White/Caucasian Female
364  559342_020    727   21390.000  Yes Black/African American   Male
365  552498_010    809       0.000   No Black/African American Female
366  558638_010    851   13332.000   No                  Other Female
367  554864_020    634  145000.000   No                   <NA> Female
368  559867_010    803  303916.197   No        White/Caucasian   Male
369  553060_020    628  117000.000   No        White/Caucasian Female
370  550147_010    714   30000.000   No Black/African American   Male
371  558290_010    642  349000.000   No        White/Caucasian   Male
372  554486_010    831   50400.000  Yes Black/African American Female
373  554301_010    618  109200.000   No        White/Caucasian Female
374  556233_010    642  164000.000   No Black/African American   Male
375  551299_010    712    1200.000   No                  Other Female
376  550186_010    634  277200.000   No        White/Caucasian   Male
377  555737_020    503   96000.000   No                  Other   Male
378  556734_010    664  157820.000   No        White/Caucasian   Male
379  552079_010    618   70000.000   No        White/Caucasian Female
380  558252_010    619   13884.000  Yes Black/African American Female
381  558917_010    626  158440.000  Yes                   <NA> Female
382  555848_010    772       0.000   No Black/African American Female
383  558142_010   1093   13200.000  Yes        White/Caucasian Female
384  550183_020    849   55000.000   No                  Other   Male
385  551723_020    797   27376.000  Yes                  Other   Male
386  557456_020    727   25260.000   No        White/Caucasian Female
387  558837_010    807       0.000   No        White/Caucasian   Male
388  550832_020    638   68400.000   No                   <NA> Female
389  557383_010    796   15400.000  Yes                  Other Female
390  557785_020    626  181200.000   No        White/Caucasian   Male
391  559467_020    669  366280.000   No        White/Caucasian Female
392  552868_010    756   22846.000   No Black/African American Female
393  558309_010    987   12408.000   No                  Other Female
394  559055_010    955   13488.000   No        White/Caucasian Female
395  556345_010    756   21432.000  Yes                  Other Female
396  555900_010    664   68000.000   No                  Other   Male
397  554594_010    702    1000.000  Yes Black/African American   Male
398  558410_010    616  194000.000   No                   <NA> Female
399  559170_010    650   10000.000   No                   <NA> Female
400  551827_010    753   29760.000  Yes        White/Caucasian   Male
401  550587_010    801   50000.000  Yes                  Other Female
402  552748_010    758   30436.000   No Black/African American Female
403  551579_010    687   22110.000   No        White/Caucasian Female
404  556859_010    648   57000.000   No                   <NA> Female
405  550698_010    791   46000.000  Yes Black/African American   Male
406  552346_010    608   75700.000   No Black/African American   Male
407  557690_010    720   24720.000  Yes                  Other Female
408  559806_020    565   55000.000   No                  Other Female
409  553646_010    620  225012.000   No                   <NA>   Male
410  557269_010    706   75700.000   No                  Other Female
411  556549_010    868   13332.000  Yes                  Other Female
412  550310_010    858   34196.000  Yes Black/African American Female
413  559839_010    638  380300.000   No                  Other   Male
414  558844_020    513   41688.000   No        White/Caucasian Female
415  552722_020    603   79000.000   No                   <NA>   Male
416  552418_010    797   80724.000   No Black/African American   Male
417  559213_010    757   50050.000   No Black/African American Female
418  552949_010    646  134000.000   No        White/Caucasian Female
419  555073_020    676  209782.624  Yes        White/Caucasian Female
420  554432_020    855  109000.000   No        White/Caucasian Female
421  556384_010    792   10752.000  Yes        White/Caucasian Female
422  559190_020    653  145400.000   No        White/Caucasian Female
423  557892_010    976   45240.000   No        White/Caucasian   Male
424  558266_010    680   44929.000   No        White/Caucasian Female
425  554994_020    662  132848.000   No                   <NA>   Male
426  554092_010    898   43896.000   No        White/Caucasian   Male
427  551803_020    600  176000.000   No                   <NA> Female
428  557052_010    605   25032.000   No        White/Caucasian Female
429  554252_020    588  101338.000   No                  Other Female
430  559949_010    760    6192.000  Yes        White/Caucasian Female
431  554727_010   1045   80000.000   No Black/African American   Male
432  553651_010    925   12168.000   No Black/African American Female
433  551046_010    942   16440.000  Yes Black/African American Female
434  558664_010    692   67290.000  Yes        White/Caucasian Female
435  559244_010    664  172000.000   No        White/Caucasian Female
436  558281_010   1066   21800.000  Yes                  Other Female
437  551845_010    804   40000.000  Yes Black/African American Female
438  559586_010    664  130010.000   No                  Other   Male
439  557470_020    665  237000.000   No        White/Caucasian Female
440  557595_020    758   30500.000   No                  Other Female
441  556413_020    670  155000.000   No                  Other Female
442  559506_010    665   95824.000  Yes                   <NA> Female
443  558613_010    653  100000.000   No                   <NA> Female
444  555071_010    611  125000.000   No Black/African American   Male
445  556073_010    780   11000.000  Yes Black/African American   Male
446  556870_010    815   28264.000   No Black/African American Female
447  555767_010    687   30000.000   No Black/African American Female
448  556793_010    647     500.000   No                  Other Female
449  551108_010    622  118800.000   No        White/Caucasian Female
450  552989_020    599    1788.000   No        White/Caucasian   Male
451  553480_010    653   22800.000  Yes        White/Caucasian   Male
452  551087_020    734    3372.000   No        White/Caucasian Female
453  557038_010    820  110564.000   No Black/African American Female
454  552192_010    679   15624.000   No                  Other   Male
455  557031_010    627   79534.000   No Black/African American Female
456  558099_010    817    9600.000   No                  Other Female
457  550516_010    748   13236.192   No Black/African American   Male
458  551054_010    685   29100.000   No Black/African American Female
459  552544_010    677  198000.000   No        White/Caucasian   Male
460  550753_020    641   52774.571   No        White/Caucasian Female
461  550832_020    638   69278.635   No                   <NA> Female
462  559342_020    837   21770.862   No Black/African American Female
463  551069_010    899   23850.000  Yes        White/Caucasian Female
464  552103_010    647   11796.000   No Black/African American Female
465  557104_010    736   67000.000  Yes Black/African American Female
466  557967_010    658  267060.000   No        White/Caucasian Female
467  551762_020    523   80280.000   No        White/Caucasian Female
468  558246_010    666  147000.000   No        White/Caucasian Female
469  559819_010    622    1200.000   No        White/Caucasian   Male
470  557025_010    745   91500.000   No                  Other   Male
471  551179_020    689  250800.000   No Black/African American Female
472  550581_020    845   22564.000   No        White/Caucasian   Male
473  557470_020    670  236000.000   No        White/Caucasian Female
474  557268_010    765   46344.000   No Black/African American Female
475  557889_010    747       0.000   No                  Other   Male
476  559587_020    992   49000.000   No        White/Caucasian   Male
477  555085_020    681       0.000   No                  Other Female
478  551121_010    767   39640.000  Yes                  Other   Male
479  556453_020    774   37860.000  Yes Black/African American   Male
480  556200_010    644  136817.000   No        White/Caucasian Female
481  556381_010    655  177000.000   No        White/Caucasian Female
482  555822_010    636   53005.000  Yes                   <NA> Female
483  559983_020    762  349000.000  Yes        White/Caucasian   Male
484  555946_010    772       0.000   No Black/African American   Male
485  555620_010    633  131080.000   No Black/African American   Male
486  550614_020    574  165520.000   No        White/Caucasian Female
487  559659_010    767   65000.000   No Black/African American   Male
488  558703_010    652   18002.000  Yes                   <NA>   Male
489  559002_010    648   98400.000   No Black/African American Female
490  555176_010    787   78400.000   No Black/African American   Male
491  559683_010    692   91300.000   No        White/Caucasian   Male
492  553413_010    769   87000.000   No                  Other Female
493  559898_020    611  140000.000   No        White/Caucasian Female
494  556709_010    836   18720.000  Yes Black/African American Female
495  552741_010    667   45600.000  Yes Black/African American   Male
496  551803_010    636  175536.000   No                   <NA>   Male
497  559425_020    643   87706.076   No        White/Caucasian Female
498  557559_020    809  135000.000   No Black/African American Female
499  553267_010    851       0.000   No                  Other   Male
500  556131_010    611   22000.000  Yes Black/African American Female
501  555601_010    700   59040.000  Yes Black/African American Female
502  553993_010    794   90000.000   No                  Other Female
503  559133_010    987   22800.000   No Black/African American Female
504  554006_010    894   26792.000  Yes        White/Caucasian Female
505  550173_010    628  318283.858   No Black/African American Female
506  550299_020    601   72600.000  Yes                   <NA> Female
507  553413_020    771   87010.000  Yes                  Other   Male
508  558096_010    951   10000.000  Yes                  Other Female
509  556741_010    649   60924.000   No                  Other   Male
510  552868_010    756   22908.000   No Black/African American Female
511  551222_010    641  135000.000   No                   <NA>   Male
512  559235_020    630   99200.000   No                   <NA>   Male
513  559752_010    815   45455.000   No Black/African American Female
514  550962_020    625   47131.499  Yes Black/African American   Male
515  559785_020    684   75520.000   No                  Other Female
516  559523_010    830   46260.196   No Black/African American Female
517  555314_010   1012   19200.000  Yes Black/African American Female
518  551827_010    753   29544.000  Yes        White/Caucasian   Male
519  559587_010    855   49100.000   No        White/Caucasian   Male
520  557574_010    749   15000.000   No                  Other Female
521  559245_010    922   15500.000   No Black/African American Female
522  554911_010    891   68403.000   No                  Other   Male
523  556712_010    702   91520.000  Yes Black/African American Female
524  552363_020    591   76000.000   No        White/Caucasian Female
525  557322_010    800  119123.052   No Black/African American Female
526  555515_010    624   70512.000   No        White/Caucasian   Male
527  554149_010    627   72000.000   No                   <NA> Female
528  555792_010    687  308584.288   No        White/Caucasian Female
529  550239_020    579    8940.000   No        White/Caucasian Female
530  556090_010    611   76464.000   No        White/Caucasian Female
531  554233_020    591  235960.000   No        White/Caucasian Female
532  552590_010    749   19500.000   No        White/Caucasian   Male
533  556311_010    903  162000.000   No Black/African American Female
534  559494_020    457      60.000   No        White/Caucasian Female
535  554471_020    578  123759.964   No        White/Caucasian   Male
536  557263_020    558   64000.000   No        White/Caucasian Female
537  558747_010    658   13032.000  Yes                  Other   Male
538  552346_010    608   75563.157   No                  Other   Male
539  552613_010    619   76000.000   No        White/Caucasian   Male
540  557371_010    819   42000.000   No        White/Caucasian   Male
541  551944_020    630  135024.000   No                   <NA> Female
542  559341_010    668   20000.000   No Black/African American Female
543  553721_010    662   37978.774  Yes        White/Caucasian   Male
544  558917_010    626  158000.000  Yes                   <NA> Female
545  554994_020    662  132036.000   No                   <NA> Female
546  551098_010    650  285000.000   No        White/Caucasian   Male
547  556249_020    607  675800.000   No                  Other Female
548  553654_010    655  111000.000  Yes                   <NA>   Male
549  552766_010    891   17520.000   No Black/African American Female
550  559734_020    602  109000.000   No                   <NA>   Male
551  553393_010    630    6800.000   No        White/Caucasian Female
552  551991_010    643   32520.000   No Black/African American   Male
553  557093_010    740   79974.000  Yes                  Other   Male
554  555249_010    636       0.000   No                   <NA> Female
555  556428_010    800   42000.000  Yes Black/African American Female
556  553849_010    925   15920.000  Yes                  Other Female
557  552989_010    690    2000.000   No        White/Caucasian Female
558  552734_010    644   17424.000   No Black/African American Female
559  559587_010    855   48515.000   No        White/Caucasian   Male
560  559843_020    679   68403.000   No        White/Caucasian Female
561  551279_010    651     300.000   No Black/African American   Male
562  551444_010    791   12012.000   No Black/African American   Male
563  554819_010    627  162000.000   No        White/Caucasian Female
564  551372_010    677   17000.000   No        White/Caucasian   Male
565  551548_010    733   24836.000  Yes Black/African American Female
566  554003_010    685   16212.000  Yes Black/African American Female
567  554852_010    607   21802.756   No                   <NA> Female
568  555663_010    677   90000.000   No                  Other   Male
569  551188_010    681   19920.000  Yes                  Other Female
570  558391_020    644   50212.000  Yes        White/Caucasian Female
571  559170_010    649   10000.000   No                   <NA> Female
572  553699_010    761   10968.000   No        White/Caucasian Female
573  554655_010    642   14796.000  Yes        White/Caucasian   Male
574  556018_010    635   55000.000   No        White/Caucasian Female
575  559867_010    804  308000.000   No        White/Caucasian   Male
576  553237_010    678   14880.000  Yes                  Other   Male
577  558191_010    706  248463.477   No                   <NA>   Male
578  550902_010    620   12000.000   No        White/Caucasian Female
579  552777_010    922   32520.000  Yes        White/Caucasian   Male
580  556394_020    715   31200.000   No        White/Caucasian Female
581  556499_010    754   53200.000   No Black/African American Female
582  556865_010    635   70000.000   No Black/African American Female
583  550240_020    867   48000.000  Yes        White/Caucasian   Male
584  559093_020    566   50712.948   No Black/African American Female
585  552741_010    674   45760.000  Yes Black/African American   Male
586  557020_020    641  218690.633   No        White/Caucasian   Male
587  557856_010    743   11604.000   No                  Other   Male
588  553341_010    616   24324.000   No                   <NA> Female
589  551914_010    633   82000.000   No Black/African American   Male
590  557391_020    791   25092.000  Yes        White/Caucasian Female
591  552423_020    666     203.000   No Black/African American   Male
592  551305_010    648  200900.000   No        White/Caucasian   Male
593  558293_010    635   82000.000   No        White/Caucasian Female
594  550918_010    731   22416.000   No Black/African American   Male
595  554146_010    747   44485.048   No                  Other   Male
596  550753_010    706   52600.000  Yes        White/Caucasian   Male
597  552034_010    834   27000.000   No Black/African American Female
598  552418_010    797   80800.000   No Black/African American   Male
599  558138_020    556  132003.000   No        White/Caucasian Female
600  556381_010    655  177000.000   No        White/Caucasian Female
601  551156_020    544  196000.000   No                   <NA> Female
602  551761_020    759   31000.000  Yes Black/African American   Male
603  554247_020    886   22004.000  Yes        White/Caucasian Female
604  559551_010    673    4772.000   No Black/African American Female
605  552656_020    664  158800.000   No        White/Caucasian   Male
606  556398_010    804       0.000  Yes        White/Caucasian   Male
607  553258_010    872   68240.000   No Black/African American Female
608  557061_010    644   21000.000   No Black/African American Female
609  553904_010    653    6216.000   No                   <NA>   Male
610  556260_010    637  147580.000   No        White/Caucasian Female
611  555951_010    829   53428.000  Yes Black/African American Female
612  558082_010    988   15324.000   No Black/African American Female
613  552874_010    757   42281.000   No        White/Caucasian   Male
614  556154_010    656  262500.000   No Black/African American Female
615  553118_020    613   29436.000   No                   <NA>   Male
616  555653_010    622  120000.000   No                   <NA>   Male
617  552748_020    757   30500.000   No Black/African American   Male
618  558844_020    514   41540.775   No        White/Caucasian Female
619  554818_010    719   76033.000   No Black/African American   Male
620  552104_020    616   19040.000   No        White/Caucasian   Male
621  554846_010    746   16800.000   No Black/African American   Male
622  550920_020    721   16572.000  Yes        White/Caucasian   Male
623  552065_010    848   18231.333   No Black/African American   Male
624  553776_010    658  336000.000  Yes                   <NA>   Male
625  557767_010    818   10800.000   No        White/Caucasian   Male
626  550661_010    651   22217.000  Yes        White/Caucasian Female
627  557104_010    735   67000.000  Yes Black/African American Female
628  552193_010    686  103606.365  Yes                  Other   Male
629  556433_010    670       0.000   No                   <NA>   Male
630  551789_010    671   43200.000  Yes                   <NA> Female
631  558938_010    645   45455.000  Yes Black/African American Female
632  554847_010    627    3492.000   No                   <NA> Female
633  555877_010    646  122000.000  Yes        White/Caucasian   Male
634  559269_010    649  101156.000   No        White/Caucasian   Male
635  551414_020    739       0.000   No        White/Caucasian Female
636  559223_010    591   70000.000   No Black/African American Female
637  555262_010    627  253820.000   No        White/Caucasian Female
638  557775_010    641   59000.000   No        White/Caucasian   Male
639  553055_020    660   40950.000  Yes Black/African American   Male
640  558264_010    702   28336.000   No Black/African American   Male
641  556516_010    675  206000.000   No        White/Caucasian Female
642  552154_020    597   10920.000   No        White/Caucasian Female
643  550147_010    716   30174.637   No Black/African American   Male
644  557407_010    634   43200.000  Yes Black/African American Female
645  556741_010    648   60819.000   No                  Other   Male
646  556833_010    649   72872.000   No        White/Caucasian Female
647  555405_020    637   70000.000   No                  Other Female
648  550661_010    641   21925.987  Yes        White/Caucasian Female
649  556088_010   1053   10080.000  Yes Black/African American Female
650  554154_020    673   44000.000   No        White/Caucasian   Male
651  556301_010    662  111355.000   No Black/African American Female
652  551645_010    865   22256.400  Yes        White/Caucasian Female
653  552544_010    677  200100.000   No        White/Caucasian   Male
654  555931_010    655  325480.000   No                  Other Female
655  555800_010    873   48515.000  Yes                   <NA> Female
656  550698_010    742   46000.000  Yes Black/African American Female
657  554152_020    684  325480.000   No        White/Caucasian   Male
658  558187_020    607  102000.000   No        White/Caucasian Female
659  553951_020    629   76000.000   No                  Other Female
660  557268_010    765   46236.000   No Black/African American Female
661  557649_010    729   87706.076   No Black/African American Female
662  556886_020    652  157820.000   No                   <NA> Female
663  558543_020    772  276881.000  Yes        White/Caucasian   Male
664  555915_020    653   74000.000   No        White/Caucasian Female
665  557657_010    627  263000.000   No Black/African American Female
666  554953_010    643   31500.000   No        White/Caucasian Female
667  558859_010    650   75000.000   No        White/Caucasian Female
668  557802_010    808   40800.000   No Black/African American Female
669  554624_010   1100   26008.000  Yes                  Other Female
670  557048_010    713  131080.000  Yes Black/African American   Male
671  551073_010    650    3400.000   No                  Other Female
672  554344_010    844   59040.000   No Black/African American   Male
673  552192_010    679   15254.301   No                  Other   Male
674  551132_020    679  109000.000   No        White/Caucasian   Male
675  559346_010    877   84000.000   No Black/African American Female
676  556453_020    782   37860.000  Yes Black/African American   Male
677  559907_010    690       0.000   No                  Other   Male
678  554117_020    633   84400.000   No        White/Caucasian   Male
679  558158_010    685   50000.000   No Black/African American   Male
680  558626_010    671   80620.000   No                   <NA>   Male
681  556779_010    684  121200.000   No        White/Caucasian   Male
682  554003_010    685   16212.000  Yes Black/African American Female
683  554793_010    770   38608.344  Yes Black/African American Female
684  556149_010    714   16416.000   No                  Other   Male
685  552504_010    670    6457.206   No        White/Caucasian   Male
686  555586_010    657   29040.000   No                   <NA> Female
687  558069_010    810   30000.000   No Black/African American Female
688  556675_010    691  115000.000   No                  Other   Male
689  551806_020    554  535269.708   No        White/Caucasian Female
690  559103_020    566  348924.754   No        White/Caucasian Female
691  550516_010    750   13236.000   No Black/African American   Male
692  553262_010    632   17796.000   No        White/Caucasian   Male
693  558450_020    637  160120.000   No        White/Caucasian Female
694  558380_010    758    4644.000   No        White/Caucasian Female
695  550827_010    780   88690.000   No        White/Caucasian Female
696  558293_010    635   81184.000   No        White/Caucasian Female
697  556570_010    711   92760.000   No Black/African American   Male
698  558316_010    804   25764.286  Yes                  Other Female
699  555241_010    635   14712.000   No Black/African American   Male
700  557111_020    959   38220.000  Yes Black/African American   Male
701  555545_010    720    3372.000   No Black/African American   Male
702  551214_010    798     203.000  Yes                  Other   Male
703  556943_020    641   13824.000   No                  Other Female
704  558629_020    835  389080.000   No        White/Caucasian Female
705  558511_010    610   47960.000  Yes                   <NA> Female
706  553826_010    765  175000.000   No        White/Caucasian   Male
707  558841_010    628  162000.000   No        White/Caucasian Female
708  557351_020    815  107680.000   No Black/African American Female
709  550156_020    612  287339.246   No        White/Caucasian Female
710  554874_010    720   29000.000  Yes Black/African American   Male
711  557721_020    644   60276.000   No        White/Caucasian   Male
712  558985_010    651   13728.000  Yes                  Other   Male
713  551944_010    612  135616.756   No                   <NA>   Male
714  552329_010    666   20716.000   No        White/Caucasian Female
715  553815_020    457  173051.899   No                   <NA> Female
716  559840_010    658  182700.000   No                   <NA>   Male
717  556088_010   1052   10000.000  Yes Black/African American Female
718  550503_010    955   21200.000   No        White/Caucasian   Male
719  551412_020    680   72600.000   No        White/Caucasian Female
720  554479_010    669   15345.000   No Black/African American Female
721  555476_020    641  325480.000   No        White/Caucasian Female
722  557375_010    623     500.000  Yes        White/Caucasian   Male
723  556717_020    665  357000.000   No                   <NA>   Male
724  554706_010    691  312198.000   No Black/African American Female
725  556760_010    607  800600.000   No                   <NA> Female
726  559839_010    638  376139.620   No                  Other   Male
727  557571_010    818   22848.000  Yes Black/African American Female
728  559644_010    736   13872.000  Yes        White/Caucasian   Male
729  553505_020    570  246700.000   No        White/Caucasian Female
730  558366_010    677  152000.000   No        White/Caucasian Female
731  555952_020    612  103000.000  Yes        White/Caucasian   Male
732  557804_020    713    2400.000  Yes Black/African American Female
733  556431_020    629  118000.000  Yes                   <NA> Female
734  551054_010    685   29000.000   No Black/African American Female
735  558001_010    646   54240.000   No                  Other   Male
736  558617_010    701   68000.000  Yes        White/Caucasian Female
737  550887_010    671   28680.000   No                   <NA>   Male
738  552780_020    853   98000.000   No                  Other Female
739  551806_020    557  533260.399   No        White/Caucasian Female
740  551761_010    882   31000.000   No Black/African American   Male
741  554961_010    651   63915.000   No                   <NA>   Male
742  555679_010    686   30000.000   No                   <NA>   Male
743  551461_020    633   76000.000   No        White/Caucasian   Male
744  554098_010    677    7800.000   No                   <NA> Female
745  551808_020    843   19248.000   No Black/African American Female
746  559069_020    695  189003.000   No        White/Caucasian   Male
747  552843_010    937   17832.000   No        White/Caucasian Female
748  553206_010    656    3604.000  Yes Black/African American   Male
749  557983_010    824   11840.000   No                   <NA>   Male
750  559501_010    658  228533.430   No        White/Caucasian   Male
751  555797_010    622    1980.000   No                   <NA>   Male
752  556175_010    650  220000.000   No        White/Caucasian Female
753  550860_010    823   93200.000   No Black/African American Female
754  555578_010    725   13824.000   No Black/African American Female
755  556990_010    630   70000.000   No        White/Caucasian Female
756  555955_010   1070   10920.000  Yes Black/African American Female
757  551950_020    823   37978.774   No        White/Caucasian Female
758  559002_010    645   98137.254   No Black/African American Female
759  557461_010    660  407606.754  Yes        White/Caucasian   Male
760  556483_010    629  180640.000   No Black/African American   Male
761  557966_010    653  130000.000   No                   <NA> Female
762  556008_020    566  209782.624  Yes        White/Caucasian Female
763  559587_020    861   49100.000   No        White/Caucasian   Male
764  556541_010    689    9208.000   No Black/African American   Male
765  557902_010    862   15264.000   No        White/Caucasian   Male
766  550183_010    879   55000.000   No                  Other   Male
767  557225_010    618   15252.000  Yes                   <NA> Female
768  559515_020    809  218690.633  Yes Black/African American Female
769  551779_010    764  637040.695   No Black/African American   Male
770  552775_020    580  117050.000   No                   <NA>   Male
771  552011_010    628   61537.649   No Black/African American Female
772  552638_020    527  137000.000   No                   <NA> Female
773  555037_010    615   72000.000   No                   <NA>   Male
774  557963_010    685   88689.000   No                   <NA>   Male
775  553446_010    605   17592.000   No                   <NA>   Male
776  556323_020    662  122012.000   No        White/Caucasian   Male
777  558156_010    903   17964.000   No                  Other Female
778  551646_010    679   51200.000   No                   <NA> Female
779  554591_020    582  127020.000   No Black/African American   Male
780  559373_010    625   13032.000   No                   <NA>   Male
781  552339_010    662   11748.000  Yes        White/Caucasian Female
782  555931_010    656  332712.192   No                  Other Female
783  557384_010    862   37700.000  Yes Black/African American   Male
784  555086_010    657  109120.000   No                   <NA> Female
785  556424_010    622   49000.000   No        White/Caucasian   Male
786  553935_010    836   19086.000   No Black/African American Female
787  557253_010    891   30671.980  Yes        White/Caucasian   Male
788  553852_010    635       0.000   No        White/Caucasian   Male
789  554789_020    745  149048.000   No Black/African American Female
790  551110_010    823   13806.325   No Black/African American Female
791  556873_010    843  131080.000  Yes        White/Caucasian   Male
792  559812_010    686   51200.000   No Black/African American Female
793  557223_020    773   30300.000   No        White/Caucasian Female
794  559283_010    636   52774.571  Yes                   <NA> Female
795  559353_010    617   38536.101   No        White/Caucasian Female
796  557141_010    638   96428.000  Yes        White/Caucasian   Male
797  558131_010    674  168000.000   No        White/Caucasian   Male
798  555578_020    701   14148.000   No Black/African American Female
799  557965_010    613  287339.246   No        White/Caucasian   Male
800  558115_010    675       0.000  Yes                   <NA>   Male
801  558052_010    681   10000.000  Yes        White/Caucasian Female
802  552681_010    624   51000.000   No Black/African American   Male
803  559379_010    616  105000.000   No                   <NA> Female
804  558867_010    816   37079.926   No Black/African American Female
805  559229_020    574  418024.000  Yes        White/Caucasian Female
806  555785_020    496   30598.050   No                   <NA> Female
807  550569_020    642  320000.000   No        White/Caucasian Female
808  554154_020    673   43760.000  Yes        White/Caucasian Female
809  552192_010    679   15600.000   No                  Other   Male
810  552949_020    651  134000.000   No        White/Caucasian   Male
811  557892_020    980   45240.000   No        White/Caucasian Female
812  553280_020    486   50000.000   No                   <NA> Female
813  554604_020    621   21600.000   No                   <NA> Female
814  555209_010    630  364400.000   No        White/Caucasian   Male
815  554840_010    663   30869.000  Yes                  Other Female
816  559785_010    675   75520.000  Yes        White/Caucasian   Male
817  550299_010    669   72600.000   No                   <NA>   Male
818  554772_010   1048   19604.000   No Black/African American Female
819  552874_020    787   42300.000   No        White/Caucasian   Male
820  556768_020    866   41208.000   No                  Other Female
821  559010_010    812   20908.000   No Black/African American   Male
822  559928_010    644    3959.941   No        White/Caucasian Female
823  553413_020    771   87000.000  Yes                  Other   Male
824  557909_020    418   51682.000   No                  Other Female
825  554773_010    749   60000.000   No Black/African American Female
826  559734_010    663  108836.000   No                   <NA>   Male
827  552780_020    849   99200.000   No                  Other Female
828  554655_010    642   15024.000  Yes        White/Caucasian   Male
829  556876_010    788   90000.000   No        White/Caucasian Female
830  559820_010    635  176000.000   No        White/Caucasian Female
831  559984_010    909   15600.000   No        White/Caucasian Female
832  556983_020    614  148000.000   No                   <NA> Female
833  552184_010    646   10200.000  Yes                   <NA>   Male
834  559573_010    771    1788.000  Yes        White/Caucasian Female
835  552314_010    774   70000.000   No Black/African American Female
836  554301_020    589  109000.000   No        White/Caucasian   Male
837  552154_020    596   10968.000   No        White/Caucasian Female
838  555210_010    819   23808.000  Yes Black/African American Female
839  555336_010    797   35000.000   No Black/African American   Male
840  559691_010    609   71000.000   No        White/Caucasian Female
841  559341_010    668   20100.000   No Black/African American Female
842  552100_010    760  178080.000   No Black/African American   Male
843  556796_010    610   36682.528   No        White/Caucasian Female
844  550316_010    796   19332.000   No                  Other   Male
845  558191_010    667  243600.000   No                   <NA>   Male
846  556666_020    570  186600.000   No        White/Caucasian Female
847  552812_010    655  153404.000  Yes Black/African American   Male
848  552786_010    718   39154.111  Yes                  Other Female
849  555506_010    607   25274.273   No                   <NA>   Male
850  558939_020    741  145000.000   No                  Other   Male
851  554006_010    896   26420.000  Yes        White/Caucasian Female
852  553707_010   1016   37978.774   No                  Other Female
853  559567_010    825   37181.174   No Black/African American Female
854  554144_010    663   31616.000   No                   <NA> Female
855  550688_010    621   19100.000  Yes                  Other Female
856  557480_010    617       0.000  Yes                  Other Female
857  553914_020    612  250800.000   No                   <NA>   Male
858  552660_020    924   37200.000   No Black/African American   Male
859  556148_020    919   36024.000   No        White/Caucasian Female
860  559912_020    682  133000.000   No        White/Caucasian Female
861  559431_020    614  115000.000   No                  Other Female
862  554069_010    804   13149.386   No Black/African American   Male
863  552681_010    624   51311.000   No                  Other   Male
864  558629_010    835  383500.000   No        White/Caucasian Female
865  557118_010    626   22846.000   No                  Other Female
866  557320_020    571  164000.000   No        White/Caucasian Female
867  553775_010    652  101036.000  Yes                  Other   Male
868  555663_010    682   89670.804   No                  Other   Male
869  551833_010    637   83800.000   No                   <NA> Female
870  553994_020    615   10968.000  Yes        White/Caucasian Female
871  555073_020    667  212942.661   No        White/Caucasian Female
872  555797_010    622    2000.000   No                   <NA>   Male
873  558281_010   1063   21500.000  Yes                  Other Female
874  550683_010    635  306283.154  Yes Black/African American Female
875  554972_020    556   46892.000   No Black/African American   Male
876  555294_010    641   22110.000   No                   <NA> Female
877  558441_010    640  308000.000   No                   <NA> Female
878  554330_020    676  161000.000  Yes        White/Caucasian   Male
879  553780_020    672  383500.000   No Black/African American Female
880  551412_020    680   73120.000   No        White/Caucasian Female
881  553534_010    655  104400.000   No                   <NA> Female
882  554449_010    699  263279.733   No Black/African American Female
883  552332_020    769  122600.000  Yes        White/Caucasian   Male
884  556579_010    866   18049.141  Yes                  Other   Male
885  554256_020    669   13872.000   No                  Other   Male
886  556453_020    774   37800.000  Yes Black/African American   Male
887  551748_010    661  100000.000   No        White/Caucasian Female
888  555601_020    735   59040.000  Yes Black/African American Female
889  554899_020    493   33663.623  Yes        White/Caucasian Female
890  558174_020    939  141276.000   No        White/Caucasian Female
891  553771_010    656   12420.000  Yes                  Other Female
892  556878_020    568   94400.000   No        White/Caucasian Female
893  556185_010    772   18840.000   No Black/African American Female
894  556200_010    644  136817.000   No        White/Caucasian Female
895  550790_020    569  418024.000   No                   <NA> Female
896  550967_020    767   84600.000  Yes Black/African American   Male
897  555274_010    698   47400.000  Yes                  Other Female
898  556069_010    895   16800.000   No Black/African American Female
899  556675_020    576  115000.000   No                  Other Female
900  558252_010    619   13806.325  Yes Black/African American Female
901  556495_020    608   55000.000   No                   <NA>   Male
902  556995_010    652  102784.980   No                   <NA> Female
903  554851_010    968    6140.000  Yes        White/Caucasian   Male
904  550686_010    701   28680.000   No        White/Caucasian Female
905  552118_020    746  101338.000   No                  Other Female
906  554690_020    595  120000.000   No        White/Caucasian   Male
907  554172_010    735   31000.000   No                  Other   Male
908  559286_010    807   85000.000   No Black/African American Female
909  556437_020    640    2916.000   No                   <NA> Female
910  554864_020    633  145000.000   No                   <NA> Female
911  556050_010    646  238400.000   No        White/Caucasian   Male
912  559416_010    680   52000.000   No Black/African American Female
913  559071_010    706       0.000   No        White/Caucasian   Male
914  559750_010    833   28932.000   No                  Other Female
915  556634_010    611   24960.000   No                   <NA> Female
916  558252_010    620   14160.000  Yes Black/African American Female
917  552721_010    891   14113.430  Yes Black/African American Female
918  553948_020    782  118000.000  Yes Black/African American   Male
919  559587_020    812   48200.000   No        White/Caucasian   Male
920  558546_010    726   11880.000   No                  Other   Male
921  557855_010    714   32580.000  Yes Black/African American   Male
922  552819_010    673  276881.000   No                   <NA> Female
923  557538_020    667    4320.000   No        White/Caucasian   Male
924  556441_010    711   20000.000   No Black/African American   Male
925  559600_020    664   70020.000   No                   <NA>   Male
926  556424_020    544   48200.000  Yes        White/Caucasian Female
927  552228_010    660   12000.000   No                   <NA>   Male
928  555650_010    668   53400.000   No        White/Caucasian Female
929  557014_010    988   46793.034  Yes Black/African American Female
930  558897_010    618   12251.412   No        White/Caucasian Female
931  559269_020    615  100960.000   No        White/Caucasian Female
932  559292_010    681       0.000   No Black/African American Female
933  554152_020    684  327000.000   No        White/Caucasian   Male
934  557461_020    606  404000.000  Yes        White/Caucasian   Male
935  555163_010    651  200000.000   No        White/Caucasian   Male
936  558155_010    706   16320.000  Yes Black/African American   Male
937  559691_010    609   70800.000   No        White/Caucasian Female
938  551092_010    679   99000.000   No                   <NA> Female
939  558671_020    909   30869.000  Yes        White/Caucasian Female
940  555351_010    646   69278.635   No Black/African American   Male
941  553574_010    641  100000.000   No Black/African American Female
942  551512_010    779   19380.000   No        White/Caucasian Female
943  556666_020    569  188000.000   No        White/Caucasian Female
944  559762_010    656   73537.000   No        White/Caucasian Female
945  550166_010    653  356087.063  Yes        White/Caucasian   Male
946  552816_020    764       0.000   No        White/Caucasian   Male
947  553227_010    676   14796.000   No        White/Caucasian   Male
948  556240_010    689   15000.000   No Black/African American Female
949  555152_010    661  707600.000   No        White/Caucasian   Male
950  551660_010    855   24132.000   No Black/African American Female
951  555192_020   1060   19716.000   No                  Other Female
952  558532_020    663   60200.000   No                   <NA>   Male
953  552490_010    862    5860.000   No Black/African American   Male
954  557811_010    619  148060.000  Yes        White/Caucasian Female
955  551144_010    927   19500.000   No        White/Caucasian   Male
956  552971_010    813   21000.000  Yes Black/African American   Male
957  556869_010    885   69479.000  Yes Black/African American Female
958  556541_010    682    8880.000   No Black/African American   Male
959  553399_020    861  212942.661   No Black/African American   Male
960  553114_010    629  156204.000   No                   <NA> Female
961  552179_010    626   35000.000   No                   <NA> Female
962  559408_010    862   68403.000   No        White/Caucasian Female
963  559842_010    629  250080.000  Yes        White/Caucasian   Male
964  551442_010    704   25405.000   No Black/African American Female
965  550661_010    651   22004.000  Yes        White/Caucasian Female
966  554238_020    912   62862.000   No        White/Caucasian   Male
967  556121_010    661    9750.000  Yes                   <NA>   Male
968  551940_010    672  119008.000   No        White/Caucasian Female
969  550183_010    879   55000.000   No                  Other   Male
970  552510_010    625   93809.033   No        White/Caucasian   Male
971  553319_010    634   59404.000   No                   <NA>   Male
972  558344_010    654   75520.000  Yes                   <NA> Female
973  553315_020    735   56003.000   No        White/Caucasian   Male
974  555578_010    726   13860.000   No Black/African American Female
975  559094_010    642   26400.000   No Black/African American   Male
976  550920_010    731   16392.679  Yes                   <NA>   Male
977  554449_010    698  258224.000   No Black/African American Female
978  550428_010    713   55000.000   No Black/African American   Male
979  559129_010    700   23200.000   No                  Other   Male
980  556323_010    635  122036.000   No        White/Caucasian Female
981  554569_010    894   33972.000   No Black/African American Female
982  552976_020    581  147012.000   No                   <NA> Female
983  559707_010    643  136656.000   No                   <NA> Female
984  557924_020    627  116500.000   No        White/Caucasian Female
985  557446_010    663   65000.000   No        White/Caucasian Female
986  551380_010    654  104400.000   No        White/Caucasian   Male
987  551944_020    635  135024.000   No                   <NA> Female
988  550156_010    612  289000.000   No        White/Caucasian Female
989  554069_010    823   12960.000   No Black/African American   Male
990  555697_020    654   15192.000  Yes        White/Caucasian   Male
991  551110_010    823   13843.000   No Black/African American Female
992  557786_010    740   45000.000   No Black/African American   Male
993  557965_020    568  289000.000   No        White/Caucasian Female
994  550295_010    627   25260.000  Yes        White/Caucasian Female
995  559586_010    664  129600.000   No                  Other   Male
996  552231_010    632  102200.000   No                   <NA> Female
997  559649_010    733   53400.000   No Black/African American Female
998  554247_020    980   22000.000  Yes        White/Caucasian Female
999  553121_010    677    7200.000   No        White/Caucasian Female
1000 552025_010    619  116500.000   No Black/African American Female
1001 558568_020    804   52000.000  Yes Black/African American Female
1002 553757_020    621  267060.000   No        White/Caucasian Female
1003 553948_020    782  118000.000  Yes Black/African American   Male
1004 556249_020    607  711600.000   No                  Other Female
1005 553399_010    862  209782.624   No Black/African American   Male
1006 557630_020    590   55012.000   No        White/Caucasian   Male
1007 556390_010    632   12000.000   No        White/Caucasian Female
1008 556869_010    885   70080.000  Yes Black/African American Female
1009 557320_020    574  164000.000   No        White/Caucasian Female
1010 555004_010    620   15000.000   No                  Other Female
1011 550239_010    639    8940.000   No Black/African American   Male
1012 557889_010    752       0.000   No                  Other   Male
1013 559973_010    652  150512.000  Yes        White/Caucasian   Male
1014 556300_020    636  385000.000   No                   <NA>   Male
1015 550201_020    484  281000.000   No        White/Caucasian   Male
1016 552118_020    665  101400.000   No                  Other Female
1017 551759_010    659  134000.000   No        White/Caucasian   Male
1018 557111_010    911   38452.000  Yes Black/African American Female
1019 559603_020    813  105000.000  Yes Black/African American   Male
1020 556717_020    642  360000.000   No                   <NA>   Male
1021 553879_010    734   13097.695   No                  Other Female
1022 556732_010    774   47777.107   No        White/Caucasian Female
1023 556431_010    620  118000.000   No                   <NA>   Male
1024 550683_010    635  303916.197  Yes Black/African American Female
1025 559698_010    616  407606.754   No                   <NA>   Male
1026 559010_010    813   20820.000   No Black/African American   Male
1027 555065_010    660  196000.000   No                   <NA> Female
1028 553112_010    791   43200.000   No Black/African American Female
1029 555405_010    637   70080.000   No                  Other Female
1030 550882_010    645    6180.000   No Black/African American Female
1031 559287_010    924   96267.615   No        White/Caucasian   Male
1032 553961_020    675  169876.000  Yes        White/Caucasian Female
1033 559624_010    668   85449.191   No                   <NA>   Male
1034 555578_010    765   13824.000   No Black/African American Female
1035 557856_010    731   11772.000   No                  Other   Male
1036 552741_010    667   45421.000  Yes Black/African American   Male
1037 559093_020    565   50400.000   No Black/African American Female
1038 559764_010    737   13527.000   No Black/African American Female
1039 554161_010    619  124000.000   No        White/Caucasian Female
1040 556225_020    507   63000.000   No                   <NA> Female
1041 554017_010    866   10344.000   No        White/Caucasian Female
1042 554578_010    674  175000.000   No                  Other   Male
1043 558175_010    630  534004.000   No                   <NA> Female
1044 550015_010    678   90000.000   No                  Other   Male
1045 554006_010    897   26400.000  Yes        White/Caucasian Female
1046 557424_010    623   54026.574  Yes Black/African American   Male
1047 554069_020    733   13208.000   No Black/African American Female
1048 559269_010    649  100900.000   No        White/Caucasian   Male
1049 555464_010    641   10348.000  Yes        White/Caucasian   Male
1050 558271_010    648  139000.000   No        White/Caucasian   Male
1051 554305_010    862   39132.000   No        White/Caucasian Female
1052 552320_010    757   13200.000   No        White/Caucasian Female
1053 556271_010    748   13149.386  Yes                  Other Female
1054 556979_010    644   26880.000   No        White/Caucasian Female
1055 556621_010    801   19200.000  Yes        White/Caucasian   Male
1056 551057_010    927   15000.000   No        White/Caucasian Female
1057 557680_020    857   46020.000   No Black/African American Female
1058 554443_010    773   30724.000  Yes        White/Caucasian Female
1059 557446_010    663   65000.000   No        White/Caucasian Female
1060 557510_020    564   88690.000   No Black/African American Female
1061 558380_010    759    4688.000   No        White/Caucasian Female
1062 555137_010    686   13884.000   No Black/African American   Male
1063 553715_010    739    2209.000  Yes Black/African American Female
1064 558582_010    655   62000.000  Yes        White/Caucasian   Male
1065 550637_020    627  455012.000   No                   <NA>   Male
1066 558390_010    658  127522.562   No                  Other   Male
1067 555151_010    627  369257.048   No        White/Caucasian   Male
1068 555018_010    691  156660.000   No Black/African American Female
1069 552840_010    635   37200.000   No                   <NA> Female
1070 552874_020    761   42300.000  Yes        White/Caucasian Female
1071 557924_020    629  117012.000   No        White/Caucasian Female
1072 552976_020    583  147012.000   No                   <NA> Female
1073 552741_010    675   45421.000  Yes Black/African American   Male
1074 552104_010    605   19381.000   No        White/Caucasian Female
1075 553014_010    867  235960.000  Yes                  Other   Male
1076 552025_010    619  117050.000   No Black/African American Female
1077 552154_010    662   11000.000   No        White/Caucasian   Male
1078 556428_010    801   42200.000  Yes Black/African American Female
1079 552629_010    939   30780.000  Yes Black/African American   Male
1080 557151_010    968   44000.000   No Black/African American Female
1081 551150_010    888     203.000   No                  Other Female
1082 553778_020    798  126000.000  Yes Black/African American   Male
1083 559286_010    807   84600.000   No Black/African American Female
1084 558309_010    987   12348.000   No                  Other Female
1085 553055_020    733   40498.000  Yes Black/African American Female
1086 557902_010    861   15385.000   No        White/Caucasian   Male
1087 552011_010    628   61324.356   No Black/African American Female
1088 550964_010    629  637040.695   No        White/Caucasian Female
1089 550516_010    748   13032.000   No Black/African American   Male
1090 554256_010    662   13800.000   No                  Other   Male
1091 551744_020    711  194000.000   No        White/Caucasian   Male
1092 552363_020    591   76033.000   No        White/Caucasian Female
1093 550410_010    608  100010.000   No                   <NA>   Male
1094 551529_010    994   20100.000   No Black/African American Female
1095 552301_010    925   11880.000   No        White/Caucasian Female
1096 551928_010    643   28264.000  Yes        White/Caucasian   Male
1097 556668_020    992   23616.000   No        White/Caucasian   Male
1098 558445_010    690       0.000   No Black/African American Female
1099 552395_010   1027    9600.000   No        White/Caucasian   Male
1100 554154_020    673   44000.000   No        White/Caucasian   Male
1101 550267_020    688  133000.000   No        White/Caucasian   Male
1102 559241_010    659  277412.000   No        White/Caucasian Female
1103 554152_020    684  334248.000   No        White/Caucasian   Male
1104 555216_010    907   44400.000   No                  Other   Male
1105 559178_020    739   94204.000   No Black/African American Female
1106 556325_020    572   83000.000   No                   <NA> Female
1107 556939_010    635   31336.000   No                   <NA> Female
1108 559969_020    932   30000.000   No        White/Caucasian Female
1109 552306_020    610  188000.000   No                   <NA> Female
1110 550461_010    764   15600.000  Yes        White/Caucasian Female
1111 558082_010    983   15252.000   No Black/African American Female
1112 557811_020    646  148000.000   No        White/Caucasian   Male
1113 553879_010    735   13032.000   No                  Other Female
1114 550583_010    651   94788.000   No        White/Caucasian   Male
1115 559917_010    668       0.000   No        White/Caucasian   Male
1116 558594_010    668    9600.000   No                   <NA> Female
1117 556732_010    774   47520.000   No        White/Caucasian Female
1118 556793_010    647     300.000   No                  Other Female
1119 557461_020    617  407606.754  Yes        White/Caucasian   Male
1120 557811_020    654  148024.000  Yes        White/Caucasian   Male
1121 558576_010    686   52000.000  Yes        White/Caucasian   Male
1122 557529_010    618  120024.000   No                   <NA>   Male
1123 550645_010    797  145400.000   No        White/Caucasian   Male
1124 551263_020    634  160080.000   No        White/Caucasian   Male
1125 553534_010    651  104900.000   No                   <NA> Female
1126 553948_010    781  118000.000  Yes Black/African American Female
1127 557967_020    645  267060.000   No        White/Caucasian Female
1128 552494_010    682  285000.000   No        White/Caucasian   Male
1129 552775_020    580  117000.000   No                   <NA>   Male
1130 550759_010    830   17520.000   No                  Other Female
1131 556666_020    567  187800.000   No        White/Caucasian Female
1132 552079_010    618   70000.000   No        White/Caucasian Female
1133 554660_020    665   11040.000  Yes        White/Caucasian Female
1134 558540_010    767    9672.000   No        White/Caucasian Female
1135 551263_020    634  160120.000   No        White/Caucasian   Male
1136 550110_010    674    3000.000   No        White/Caucasian Female
1137 550931_010    653   31616.000   No                   <NA>   Male
1138 555503_020    676   30000.000   No                  Other Female
1139 550920_010    784   16608.000  Yes                   <NA>   Male
1140 559818_010    652   23142.000   No                   <NA> Female
1141 552766_010    895   17592.000   No Black/African American Female
1142 557510_020    566   88690.000   No Black/African American Female
1143 557725_010    685  100900.000   No        White/Caucasian Female
1144 552721_010    892   14040.000  Yes Black/African American Female
1145 558532_010    613   60400.000   No                   <NA> Female
1146 552177_010    653   82000.000   No        White/Caucasian   Male
1147 556241_010    633   25962.000   No        White/Caucasian   Male
1148 550064_010    675  110500.000  Yes        White/Caucasian   Male
1149 559905_010    591    3959.941   No                   <NA> Female
1150 554280_010    633   80000.000   No                   <NA>   Male
1151 557391_020    866   25032.000  Yes        White/Caucasian Female
1152 554877_010    623  105000.000  Yes Black/African American Female
1153 556493_010    717   26400.000   No Black/African American Female
1154 552154_010    662   11000.000   No        White/Caucasian   Male
1155 555178_010    823   49496.000   No Black/African American   Male
1156 554486_010    831   50607.954  Yes Black/African American Female
1157 552886_010    873   22800.000  Yes Black/African American Female
1158 554438_010    747   11928.000  Yes Black/African American Female
1159 555978_010    745    1681.298   No Black/African American Female
1160 555476_010    641  327040.000   No        White/Caucasian   Male
1161 551253_010    625   67884.000  Yes Black/African American Female
1162 555113_020    598   84800.000   No                   <NA> Female
1163 558552_020    758   70512.000   No                  Other   Male
1164 557131_010    768  113000.000   No Black/African American Female
1165 554330_020    676  161000.000  Yes        White/Caucasian   Male
1166 557213_010    783    7650.000   No        White/Caucasian Female
1167 558543_020    776  276400.000  Yes        White/Caucasian   Male
1168 557538_020    667    4320.000   No        White/Caucasian   Male
1169 553030_010    624   46020.000  Yes        White/Caucasian   Male
1170 557283_010    670   31000.000   No        White/Caucasian Female
1171 555311_020    564  484000.000   No                   <NA> Female
1172 555156_020    647  106000.000  Yes                  Other   Male
1173 554387_010    668  218690.633   No                   <NA>   Male
1174 552812_010    655  153000.000  Yes Black/African American   Male
1175 550066_010    963   87706.076  Yes        White/Caucasian Female
1176 556266_010    685   12708.000  Yes Black/African American Female
1177 550614_010    644  166711.764   No        White/Caucasian   Male
1178 553430_010    661   66000.000   No        White/Caucasian   Male
1179 559600_020    668   70000.000   No                   <NA> Female
1180 553970_010    663   75000.000  Yes        White/Caucasian   Male
1181 552819_010    669  274191.814   No                   <NA> Female
1182 551664_010    897   66000.000  Yes Black/African American Female
1183 558922_010    633   14712.000   No Black/African American Female
1184 550458_010    674  343280.000   No                   <NA>   Male
1185 558198_010    645   25304.000  Yes                   <NA> Female
1186 558403_020    588  129000.000   No Black/African American Female
1187 557721_020    643   60400.000   No        White/Caucasian   Male
1188 559029_020    609  152501.000   No        White/Caucasian   Male
1189 555331_010    669  145000.000   No        White/Caucasian   Male
1190 553294_010    643   55012.000   No                   <NA>   Male
1191 553280_010    646   50000.000   No                  Other   Male
1192 555578_020    713   13956.000   No Black/African American Female
1193 556493_020    817   26400.000  Yes Black/African American   Male
1194 554073_010    617  175536.000   No Black/African American Female
1195 555169_010    660   20000.000   No        White/Caucasian   Male
1196 555848_010    772       0.000   No Black/African American Female
1197 551514_010    656   13527.000   No                   <NA> Female
1198 559353_010    617   38200.000   No        White/Caucasian Female
1199 554855_010    824  145000.000   No Black/African American   Male
1200 559834_010    896   20574.000  Yes        White/Caucasian Female
1201 555307_010    762   12348.000   No Black/African American Female
1202 553139_020    623   50000.000   No        White/Caucasian   Male
1203 551127_010    827   11700.000   No        White/Caucasian Female
1204 550536_010    925  115000.000   No Black/African American Female
1205 556300_010    635  383500.000   No                   <NA> Female
1206 551975_010    641  104208.000   No                   <NA>   Male
1207 550064_010    674  110000.000   No Black/African American Female
1208 557258_010    665   68664.000   No                   <NA>   Male
1209 554652_010    631   48000.000   No        White/Caucasian   Male
1210 559511_010    681  119000.000   No        White/Caucasian   Male
1211 557014_010    824   47220.000  Yes Black/African American Female
1212 551334_010    754   94788.000  Yes Black/African American Female
1213 550201_020    481  285000.000   No        White/Caucasian   Male
1214 556495_020    608   55040.000   No                   <NA> Female
1215 559598_010    687  372036.209   No Black/African American   Male
1216 554740_010    707       0.000  Yes Black/African American Female
1217 559839_010    638  380300.000   No                  Other   Male
1218 558552_020    757   70332.000   No Black/African American   Male
1219 559234_010    623  137979.058  Yes                   <NA> Female
1220 554690_020    597  120001.000   No        White/Caucasian   Male
1221 555134_010    670    9672.000   No                   <NA>   Male
1222 559235_010    629   99000.000   No                   <NA>   Male
1223 557461_020    606  404000.000  Yes        White/Caucasian   Male
1224 552238_010    673    2304.000   No                   <NA>   Male
1225 559748_010    758   29200.000   No Black/African American   Male
1226 553641_010    627   50000.000   No                  Other Female
1227 552304_010    758  182200.000   No        White/Caucasian   Male
1228 551808_020    792   19200.000   No Black/African American Female
1229 552395_010   1037    9672.000   No        White/Caucasian   Male
1230 556621_010    800   19040.000  Yes        White/Caucasian   Male
1231 555962_010    865   29700.000  Yes Black/African American   Male
1232 552660_010    924   37000.000  Yes Black/African American Female
1233 555041_020    912   49100.000  Yes Black/African American Female
1234 555042_010    682  130252.000   No                  Other Female
1235 553832_010    873   14377.649  Yes Black/African American Female
1236 555663_020    628   90000.000   No        White/Caucasian Female
1237 559001_010    834    6720.000   No                  Other   Male
1238 551222_010    643  135000.000   No                   <NA>   Male
1239 557141_010    638   96267.615  Yes        White/Caucasian   Male
1240 552753_010    642  113000.000   No        White/Caucasian Female
1241 551744_010    665  194000.000   No        White/Caucasian   Male
1242 559567_020    717   37079.926  Yes Black/African American   Male
1243 552618_020    862   25600.000   No Black/African American   Male
1244 559617_020    649  194080.000   No        White/Caucasian Female
1245 559494_020    457       0.000   No        White/Caucasian Female
1246 552789_010    758   90000.000   No Black/African American Female
1247 552156_010    783   27300.000   No Black/African American Female
1248 558133_010    677  135000.000  Yes        White/Caucasian   Male
1249 558404_020    766  105000.000   No                  Other   Male
1250 559235_010    629   98030.000   No                   <NA>   Male
1251 553503_020    609   80500.000  Yes        White/Caucasian Female
1252 552154_020    597   11208.000   No        White/Caucasian Female
1253 554687_010    643  142650.000   No                   <NA>   Male
1254 558155_010    705   16600.000  Yes Black/African American   Male
1255 551064_010    675   56800.000   No                   <NA> Female
1256 556125_010    964   13843.000  Yes Black/African American   Male
1257 554899_020    484   33460.000  Yes        White/Caucasian Female
1258 557344_010    698   13600.000  Yes Black/African American   Male
1259 558366_020    639  150000.000   No        White/Caucasian Female
1260 550941_010    910   16848.000   No        White/Caucasian Female
1261 556475_010    859   66040.000   No Black/African American Female
1262 556675_020    576  115336.201   No                  Other Female
1263 556352_010    703   61324.356   No                  Other   Male
1264 557619_010    666  187008.000   No                   <NA>   Male
1265 558765_010    749   16848.000  Yes Black/African American Female
1266 553067_010    645  182200.000   No                   <NA> Female
1267 553610_010    649  110144.000   No        White/Caucasian Female
1268 550267_020    688  132848.000   No        White/Caucasian   Male
1269 557690_010    720   24752.000  Yes                  Other Female
1270 557630_020    589   55000.000   No        White/Caucasian   Male
1271 558950_010    661   71000.000  Yes                   <NA> Female
1272 556495_020    608   55000.000   No                   <NA>   Male
1273 559969_010    899   30174.637  Yes                  Other   Male
1274 554674_020    753   78256.000   No Black/African American   Male
1275 554344_020    840   58000.000  Yes Black/African American   Male
1276 553646_010    619  223000.000   No                   <NA>   Male
1277 555648_010    658   40000.000   No                   <NA> Female
1278 552423_020    666       0.000   No Black/African American   Male
1279 553780_010    691  385000.000   No Black/African American   Male
1280 553817_010    681   43000.000  Yes Black/African American Female
1281 559494_020    481       0.000   No        White/Caucasian Female
1282 557882_010    634   10000.000   No        White/Caucasian Female
1283 557568_010    621   68320.000   No        White/Caucasian Female
1284 559080_010    679   20400.000  Yes                   <NA> Female
1285 553846_010    605   14400.000   No                   <NA> Female
1286 553778_010    754  126000.000   No Black/African American Female
1287 556288_020    904  308000.000   No        White/Caucasian   Male
1288 551878_010    712   44505.000  Yes Black/African American Female
1289 557633_010    799    1000.000  Yes Black/African American   Male
1290 551073_010    649    3360.000   No                  Other Female
1291 556993_010    628  186025.000   No        White/Caucasian Female
1292 559234_020    673  137000.000   No                   <NA> Female
1293 556038_010    769   70900.000   No Black/African American   Male
1294 552964_020    650  107000.000   No        White/Caucasian   Male
1295 553908_020    569     300.000   No Black/African American Female
1296 555929_010    670   42300.000   No        White/Caucasian   Male
1297 557681_010    782   16748.872  Yes Black/African American Female
1298 550685_010    655   34236.000  Yes        White/Caucasian   Male
1299 552874_020    801   42200.000   No        White/Caucasian   Male
1300 552454_010    772   96004.000   No                  Other   Male
1301 551248_010    702  110000.000   No Black/African American   Male
1302 554409_020    591    3600.000   No                  Other Female
1303 551845_010    823   39928.000  Yes Black/African American Female
1304 558266_010    680   45060.000   No        White/Caucasian Female
1305 556549_010    869   13416.000  Yes                  Other Female
1306 558703_010    636   18000.000  Yes                   <NA>   Male
1307 558143_020    601  534004.000   No        White/Caucasian   Male
1308 559762_010    656   73640.000   No        White/Caucasian Female
1309 555754_010    589  195000.000   No                   <NA> Female
1310 550851_020    569       0.000   No        White/Caucasian Female
1311 550418_010    638    3000.000   No                   <NA> Female
1312 553743_020    804   10000.000   No Black/African American   Male
1313 550930_010    675   93680.000  Yes Black/African American   Male
1314 555156_020    643  106000.000  Yes                  Other   Male
1315 555053_020    937   25320.000  Yes        White/Caucasian Female
1316 554899_020    476   33460.000  Yes        White/Caucasian Female
1317 555891_010    676   17964.000  Yes Black/African American   Male
1318 552734_010    644   17424.000   No Black/African American Female
1319 559785_020    679   75563.157   No                  Other Female
1320 550428_010    713   55000.000   No Black/African American   Male
1321 554427_010    637  200100.000   No                  Other   Male
1322 554069_020    722   13200.000   No Black/African American Female
1323 555215_010    619       0.000   No                   <NA> Female
1324 559878_010   1014   36682.528  Yes        White/Caucasian   Male
1325 557997_010    655  819600.000  Yes                   <NA> Female
1326 558366_020    639  150000.000   No        White/Caucasian Female
1327 552816_020    812       0.000   No        White/Caucasian Female
1328 550605_010    789   17661.151  Yes                  Other Female
1329 557882_010    633   10080.000   No        White/Caucasian Female
1330 550143_010    910   45503.939   No Black/African American Female
1331 551712_010    872   60340.000   No                  Other   Male
1332 555792_010    687  299440.000   No        White/Caucasian Female
1333 555777_010    653   21001.000   No        White/Caucasian Female
1334 556666_020    568  189000.000   No Black/African American Female
1335 554847_010    627    3600.000   No                   <NA> Female
1336 557883_010    639   93003.000   No                   <NA> Female
1337 553273_010    659   56000.000  Yes Black/African American Female
1338 559044_020    722  173000.000   No        White/Caucasian Female
1339 559315_010    636   31000.000  Yes                  Other   Male
1340 556531_010    706   40950.000  Yes Black/African American   Male
1341 552822_020    630  318283.858   No        White/Caucasian   Male
1342 555103_010    648   29100.000  Yes        White/Caucasian   Male
1343 553627_010    627  155000.000   No                   <NA> Female
1344 558174_010    961  142650.000   No Black/African American Female
1345 552065_010    845   18278.000   No Black/African American   Male
1346 559567_020    717   37181.174  Yes Black/African American   Male
1347 558290_020    629  353005.511   No Black/African American Female
1348 555439_010    620  160644.000   No                   <NA>   Male
1349 556921_010    877   28264.000   No Black/African American Female
1350 559928_010    638    3820.000   No        White/Caucasian Female
1351 555037_010    615   72000.000   No                   <NA>   Male
1352 554550_010    610   53400.000   No                   <NA> Female
1353 555349_010    687  116500.000   No        White/Caucasian   Male
1354 551878_010    769   44485.048  Yes                  Other Female
1355 556573_010    865  124589.000  Yes Black/African American   Male
1356 555354_010    935   29436.000   No Black/African American   Male
1357 556990_010    630   70000.000   No        White/Caucasian Female
1358 550736_010    988   47520.000   No Black/African American   Male
1359 557349_020    595  110000.000   No                  Other Female
1360 553273_010    659   55400.000  Yes Black/African American Female
1361 557624_020    672   21800.000   No        White/Caucasian   Male
1362 555115_010    868   45784.000   No Black/African American Female
1363 555441_020    725   52774.571   No        White/Caucasian Female
1364 557824_010    797  125000.000   No                  Other Female
1365 557140_010    623   56000.000   No                   <NA> Female
1366 558737_010    849   47000.000   No        White/Caucasian Female
1367 557751_010    700   93200.000   No Black/African American Female
1368 559877_020    556    5812.000   No        White/Caucasian Female
1369 559603_020    787  105000.000   No Black/African American Female
1370 551156_020    535  194127.867   No                   <NA> Female
1371 559600_010    654   70000.000   No                   <NA>   Male
1372 550155_010    643  340000.000   No        White/Caucasian Female
1373 559080_020    588   20568.000  Yes                   <NA>   Male
1374 554026_010    694   12360.000  Yes                  Other Female
1375 554413_010    781   14880.000   No                   <NA> Female
1376 554789_010    759  148320.000   No Black/African American Female
1377 550093_020    762  267060.000   No Black/African American Female
1378 551923_010    641  109000.000   No Black/African American Female
1379 556433_010    670       0.000   No                   <NA>   Male
1380 550418_010    638    3000.000   No                   <NA> Female
1381 555286_010   1050   16757.841   No        White/Caucasian Female
1382 550683_010    636  301201.732  Yes Black/African American Female
1383 555463_020   1016   12728.443  Yes        White/Caucasian   Male
1384 551069_010    900   24132.000  Yes        White/Caucasian Female
1385 555586_010    657   29200.000   No                   <NA> Female
1386 557664_010    964   54000.000  Yes                  Other Female
1387 554213_010    646  149048.000   No        White/Caucasian   Male
1388 552681_020    613   51384.000   No Black/African American   Male
1389 559586_010    664  130000.000   No                  Other   Male
1390 553837_020    863   77010.000  Yes        White/Caucasian Female
1391 556806_010    848   24400.000   No Black/African American Female
1392 555332_010    660  107054.866   No                   <NA>   Male
1393 558157_010    622   89300.000  Yes                   <NA> Female
1394 551179_020    689  250080.000   No Black/African American Female
1395 556606_010    668   40012.000   No Black/African American Female
1396 557630_010    629   55000.000  Yes        White/Caucasian Female
1397 557213_010    785    7320.000   No        White/Caucasian Female
1398 559103_010    626  353005.511   No        White/Caucasian   Male
1399 551512_010    780   19320.000   No        White/Caucasian Female
1400 558049_010    818   63915.000   No        White/Caucasian   Male
1401 556424_020    543   49240.000  Yes        White/Caucasian Female
1402 556179_010    652  108040.000   No Black/African American   Male
1403 557518_010    698  124589.000   No        White/Caucasian Female
1404 551735_020    617  276881.000   No        White/Caucasian   Male
1405 550514_020    618   53616.000   No                  Other Female
1406 555460_010    640   22500.000   No                   <NA> Female
1407 553446_010    605   17661.151   No                   <NA>   Male
1408 558602_010    733   53384.000   No        White/Caucasian Female
1409 557557_010    647   35944.967   No        White/Caucasian   Male
1410 552306_020    607  187800.000  Yes                   <NA>   Male
1411 550790_020    568  445000.000   No                   <NA> Female
1412 559963_010    658  124353.000  Yes Black/African American   Male
1413 558390_010    658  128000.000   No                  Other   Male
1414 553765_010    650   67000.000   No                  Other   Male
1415 556135_010    645   40000.000  Yes                  Other   Male
1416 558935_010    794    8400.000   No        White/Caucasian Female
1417 557751_010    700   93424.188   No Black/African American Female
1418 555405_010    637   70000.000   No                  Other Female
1419 554318_010    955   57872.869   No        White/Caucasian Female
1420 550943_010    753    3360.000  Yes                  Other   Male
1421 559785_010    677   75563.157  Yes        White/Caucasian   Male
1422 559283_020    621   52668.000   No                   <NA>   Male
1423 554717_010    663    2304.000   No        White/Caucasian Female
1424 550962_020    625   46793.034  Yes Black/African American   Male
1425 555441_020    650   52306.909   No        White/Caucasian Female
1426 558679_020    625  217200.000   No                   <NA>   Male
1427 553951_020    629   76033.000   No                  Other Female
1428 559445_010    671   13149.386   No Black/African American   Male
1429 553443_010    814   50000.000  Yes Black/African American   Male
1430 556536_010    647   14508.000  Yes        White/Caucasian Female
1431 552548_010    780   84012.000   No        White/Caucasian Female
1432 559484_020    641  127000.000   No                  Other Female
1433 551744_010    660  194080.000   No        White/Caucasian   Male
1434 558664_010    693   67400.000  Yes        White/Caucasian Female
1435 557802_010    807   41208.000   No Black/African American Female
1436 554302_010    887   30174.637  Yes        White/Caucasian Female
1437 556758_010    644   40000.000   No        White/Caucasian   Male
1438 559470_020    836   17328.000  Yes        White/Caucasian   Male
1439 553432_010    860   38475.624   No Black/African American Female
1440 555427_010    851   25405.000  Yes Black/African American Female
1441 559722_010    635  312198.000   No                   <NA>   Male
1442 551098_010    650  285240.000   No        White/Caucasian   Male
1443 553738_010    924   22800.000   No Black/African American Female
1444 557785_010    628  181200.000   No        White/Caucasian   Male
1445 555375_010    715   40000.000   No Black/African American   Male
1446 550038_010    640   72000.000  Yes        White/Caucasian   Male
1447 556018_020    638   55000.000   No        White/Caucasian   Male
1448 559793_010    654   98030.000   No                   <NA>   Male
1449 551169_010    681   24000.000   No        White/Caucasian Female
1450 559350_010    653   77010.000   No        White/Caucasian Female
1451 551781_010    670   16816.000   No                   <NA> Female
1452 557036_010    615   56764.000  Yes                   <NA>   Male
1453 557269_010    706   75700.000   No                  Other Female
1454 557699_010    619   10920.000   No Black/African American Female
1455 558450_020    637  160080.000   No        White/Caucasian Female
1456 554845_020    810   95824.000   No Black/African American   Male
1457 557538_020    739    4320.000   No        White/Caucasian   Male
1458 558142_010    990   13200.000  Yes        White/Caucasian Female
1459 551748_010    661   99472.590   No        White/Caucasian Female
1460 559420_010    556  109000.000   No                   <NA>   Male
1461 555339_010    649       0.000   No        White/Caucasian   Male
1462 554680_010    786    2880.000   No Black/African American   Male
1463 551025_020    706   61200.000   No Black/African American Female
1464 553508_010    663    1681.298   No                   <NA> Female
1465 558039_010    760    3000.000  Yes                   <NA> Female
1466 555601_010    700   58286.511  Yes Black/African American Female
1467 550745_010    620  126600.000   No                   <NA> Female
1468 555331_020    560  145400.000   No        White/Caucasian Female
1469 550155_020    601  340000.000   No        White/Caucasian   Male
1470 559616_010    638   56800.000   No                  Other   Male
1471 559814_010    669  223349.581   No        White/Caucasian Female
1472 557322_020    800  119220.000   No Black/African American Female
1473 555176_010    789   78500.000   No Black/African American   Male
1474 558191_020    567  243000.000   No                   <NA> Female
1475 557139_010    850   10344.000  Yes Black/African American Female
1476 553623_020    772   85488.000   No Black/African American   Male
1477 553670_010    627 1800012.000   No                   <NA>   Male
1478 557269_010    707   75563.157   No                  Other Female
1479 551529_010    992   20280.000   No Black/African American Female
1480 559283_010    643   52700.000   No                   <NA> Female
1481 554540_010    681   89008.000   No                   <NA> Female
1482 550428_010    685   55308.000   No Black/African American   Male
1483 557097_010    635   16460.606   No                   <NA> Female
1484 552748_020    774   30436.000   No Black/African American   Male
1485 558693_010    630   72000.000  Yes                  Other Female
1486 553118_020    607   28932.000   No                   <NA>   Male
1487 558039_010    760    2880.000  Yes                   <NA> Female
1488 556993_020    564  185000.000   No        White/Caucasian Female
1489 556325_010    658   83000.000   No                   <NA>   Male
1490 559818_010    652   23520.000   No                   <NA> Female
1491 552482_020    745   51200.000   No        White/Caucasian   Male
1492 551104_010    670   19852.000   No                  Other   Male
1493 554471_010    612  123759.964   No        White/Caucasian   Male
1494 552429_010    787   55000.000   No Black/African American Female
1495 555115_010    878   45500.000   No Black/African American Female
1496 554486_020    873   50551.154   No Black/African American   Male
1497 554312_010    679   51000.000   No                   <NA> Female
1498 558797_010    626  211696.111   No                   <NA> Female
1499 550889_010    633    3000.000  Yes                   <NA>   Male
1500 558532_010    613   60400.000   No                   <NA> Female
1501 553778_020    797  127000.000  Yes Black/African American   Male
1502 559391_010   1086    4688.000   No        White/Caucasian Female
1503 555844_010    644   64000.000   No        White/Caucasian   Male
1504 553790_020    667  160644.000   No        White/Caucasian   Male
1505 550962_010    642   47000.000   No Black/African American Female
1506 550817_010    912   23184.000  Yes Black/African American Female
1507 557885_020    744  103000.000  Yes                  Other Female
1508 552822_010    630  318283.858   No        White/Caucasian   Male
1509 553512_010    661  114000.000   No                   <NA>   Male
1510 559471_010    711       0.000   No        White/Caucasian Female
1511 552490_010    862    5040.000   No Black/African American   Male
1512 557814_010    635  325480.000   No        White/Caucasian   Male
1513 555702_010    720   93000.000   No Black/African American   Male
1514 550362_010    671    2520.000  Yes        White/Caucasian Female
1515 551335_020    601  269682.462  Yes Black/African American Female
1516 556964_010    679   36600.000  Yes                   <NA> Female
1517 556149_010    714   16596.000   No                  Other   Male
1518 558594_010    668    9480.000   No                   <NA> Female
1519 554252_020    586  101400.000   No                  Other Female
1520 559445_010    671   13128.000   No Black/African American   Male
1521 557226_010    930   17520.000   No Black/African American   Male
1522 552648_020    799   15948.000  Yes Black/African American   Male
1523 550421_010    901   15948.000   No Black/African American Female
1524 551686_020    638   72000.000   No Black/African American   Male
1525 553114_020    625  157200.000   No                   <NA>   Male
1526 552911_010    623   55000.000   No Black/African American   Male
1527 554591_020    579  126800.000   No Black/African American   Male
1528 551863_020    745   85488.000   No Black/African American Female
1529 551412_020    674   72872.000   No        White/Caucasian Female
1530 554717_010    663    2500.000   No        White/Caucasian Female
1531 553393_010    630    6648.000   No        White/Caucasian Female
1532 553911_010    964   10080.000   No Black/African American Female
1533 559963_010    657  124353.000  Yes Black/African American   Male
1534 551155_010    543   68095.000   No                   <NA> Female
1535 550536_010    927  115000.000   No Black/African American Female
1536 551346_010    687       0.000   No                  Other   Male
1537 557411_020    618   33020.000  Yes        White/Caucasian   Male
1538 557484_020    626  228032.000   No                   <NA> Female
1539 557617_010    780   73510.000  Yes Black/African American Female
1540 550320_010    628   11208.000   No                  Other Female
1541 556686_020    839   69120.000  Yes        White/Caucasian   Male
1542 550880_010    662   49800.000  Yes        White/Caucasian   Male
1543 550609_010    665  114656.000   No        White/Caucasian   Male
1544 550272_010    665   47521.893   No        White/Caucasian Female
1545 551843_010    683  153000.000   No        White/Caucasian Female
1546 559471_010    709       0.000   No        White/Caucasian Female
1547 552028_020    625  303916.197   No Black/African American   Male
1548 553925_010    989    8400.000   No Black/African American Female
1549 550581_020    797   22564.000   No        White/Caucasian   Male
1550 554408_010    656  180640.000   No                   <NA> Female
1551 553014_020    868  237050.000   No                  Other   Male
1552 559157_020    853   10348.000   No Black/African American Female
1553 557595_010    836   30300.000  Yes                  Other   Male
1554 554432_020    868  109120.000   No        White/Caucasian   Male
1555 557551_010    647  110300.000   No                   <NA>   Male
1556 553710_010    626   21936.000   No        White/Caucasian Female
1557 555785_020    503   30600.000   No                   <NA> Female
1558 557615_010    629  102020.000   No                   <NA> Female
1559 558286_010    691    9480.000   No        White/Caucasian   Male
1560 555560_010    699   85180.000   No Black/African American   Male
1561 551735_020    621  276570.000   No        White/Caucasian   Male
1562 550419_010   1058   25260.000   No Black/African American Female
1563 552892_020    725   92000.000   No Black/African American Female
1564 550817_010    913   23120.000  Yes Black/African American Female
1565 557396_010    825   17324.000   No Black/African American Female
1566 554365_010    778     300.000  Yes                  Other   Male
1567 558552_010    783   70520.000   No                  Other Female
1568 555489_020    706  129000.000   No        White/Caucasian Female
1569 559806_020    649   55000.000  Yes        White/Caucasian   Male
1570 552292_010    692   10920.000  Yes        White/Caucasian Female
1571 552819_010    669  277200.000   No                   <NA> Female
1572 559467_020    669  357000.000   No        White/Caucasian Female
1573 555341_010    673   23748.000  Yes        White/Caucasian   Male
1574 553884_010    610   37700.000   No                   <NA> Female
1575 554604_010    623   21770.862   No                   <NA>   Male
1576 555137_010    746   14160.000   No Black/African American   Male
1577 556471_010    791   43000.000   No Black/African American Female
1578 554604_020    621   21600.000   No                   <NA> Female
1579 558103_010    619     804.000   No        White/Caucasian Female
1580 550445_010   1008  155580.000   No Black/African American   Male
1581 558366_010    675  150000.000   No        White/Caucasian Female
1582 554885_010    791   33460.000  Yes Black/African American Female
1583 554506_010    914   18048.000   No        White/Caucasian Female
1584 555962_010    864   29600.000  Yes Black/African American   Male
1585 556079_010    662   44485.048  Yes        White/Caucasian Female
1586 550201_020    486  280020.000   No        White/Caucasian   Male
1587 550233_010    778   25320.000  Yes        White/Caucasian Female
1588 550554_010    624   72872.000   No                   <NA>   Male
1589 557642_010    678   67000.000   No        White/Caucasian Female
1590 550218_020    689  168400.000   No        White/Caucasian Female
1591 554344_020    844   58286.511  Yes Black/African American Female
1592 555765_010    655  100315.000   No        White/Caucasian Female
1593 559990_010    656   50000.000   No                   <NA> Female
1594 559094_010    642   26268.000   No Black/African American   Male
1595 554903_010    746   45152.000   No Black/African American   Male
1596 558316_010    841   25600.000  Yes                  Other Female
1597 556833_010    651   73000.000   No        White/Caucasian Female
1598 557882_010    633   10000.000   No        White/Caucasian Female
1599 555911_010    617   18030.697   No        White/Caucasian Female
1600 556513_010    725   30332.902   No Black/African American   Male
1601 552693_010    659   29576.000  Yes                  Other Female
1602 557322_020    839  119000.000   No Black/African American   Male
1603 559190_020    649  145200.000   No        White/Caucasian Female
1604 558543_020    776  276400.000  Yes        White/Caucasian   Male
1605 552646_010    626  130000.000   No        White/Caucasian   Male
1606 550181_010    666   55308.000   No Black/African American Female
1607 553321_010    746   29700.000   No Black/African American   Male
1608 559698_010    616  402720.000   No                   <NA>   Male
1609 552395_010   1022    9600.000   No        White/Caucasian   Male
1610 556345_010    755   21708.000  Yes                  Other Female
1611 550201_010    633  285240.000   No        White/Caucasian   Male
1612 555844_010    644   64376.000   No        White/Caucasian   Male
1613 557349_020    597  110000.000   No                  Other Female
1614 555215_020    619       0.000   No                   <NA>   Male
1615 559506_010    665   96004.000  Yes                   <NA> Female
1616 558441_010    640  299440.000   No                   <NA> Female
1617 554163_010    678  325480.000   No        White/Caucasian   Male
1618 553114_020    611  155000.000   No                   <NA>   Male
1619 551143_020    607   27600.000   No        White/Caucasian Female
1620 551048_010    648   74020.000   No                   <NA> Female
1621 555952_010    612  102929.000  Yes        White/Caucasian   Male
1622 558144_010    657   18840.000   No Black/African American Female
1623 559270_010    625       0.000   No                   <NA> Female
1624 553699_010    758   10920.000   No        White/Caucasian Female
1625 557710_010   1048   34800.000   No Black/African American Female
1626 551098_010    650  281000.000   No        White/Caucasian   Male
1627 552852_010    729  102200.000   No Black/African American Female
1628 558837_010    808     250.000   No        White/Caucasian   Male
1629 559839_010    638  378052.138   No                  Other   Male
1630 552648_010    769   15948.000  Yes Black/African American Female
1631 555209_010    633  360000.000   No        White/Caucasian   Male
1632 553761_010    653   19040.000   No        White/Caucasian Female
1633 555797_010    622    1980.000   No                   <NA>   Male
1634 558155_010    707   16320.000   No Black/African American   Male
1635 558646_010    772   19852.000   No Black/African American   Male
1636 555215_010    619       0.000   No                   <NA> Female
1637 555073_010    706  212942.661  Yes Black/African American   Male
1638 552363_020    591   76000.000   No        White/Caucasian Female
1639 555065_010    659  194127.867   No                   <NA> Female
1640 553280_010    648   50000.000   No                  Other   Male
1641 553327_010    622   12660.000  Yes Black/African American Female
1642 557460_010    918   40410.370   No Black/African American Female
1643 556441_010    711   20000.000   No Black/African American   Male
1644 555780_010    819   89008.000   No                  Other   Male
1645 555166_010    648    5484.000   No                   <NA>   Male
1646 554398_010    643   21120.000   No        White/Caucasian Female
1647 557792_010    621  244738.170   No Black/African American   Male
1648 557152_020    631   83000.000   No        White/Caucasian Female
1649 551944_020    631  135000.000   No                   <NA> Female
1650 555553_010    684   62862.000   No                   <NA> Female
1651 556159_010    632  165236.000   No        White/Caucasian Female
1652 554481_010    767   55308.000   No Black/African American   Male
1653 558953_010    657       0.000   No                   <NA>   Male
1654 551279_010    651     480.000   No Black/African American   Male
1655 554438_010    747   12168.000  Yes Black/African American Female
1656 552059_010    737   28104.000  Yes        White/Caucasian   Male
1657 559586_010    664  130244.000   No                  Other   Male
1658 557544_010    676   87000.000   No                   <NA> Female
1659 557882_010    634   10080.000   No        White/Caucasian Female
1660 551957_010    623  114820.000   No        White/Caucasian Female
1661 555603_020    531  535269.708   No        White/Caucasian Female
1662 556668_020    942   23808.000  Yes        White/Caucasian   Male
1663 559023_010    637   28680.000  Yes                   <NA>   Male
1664 553280_020    476   50000.000   No                   <NA> Female
1665 558123_010    969    3492.000   No Black/African American   Male
1666 555073_020    676  212117.637   No        White/Caucasian Female
1667 550698_020    805   46000.000  Yes Black/African American   Male
1668 558694_020    642  347933.333   No        White/Caucasian   Male
1669 553413_020    771   87000.000  Yes                  Other   Male
1670 558410_010    616  194080.000   No                   <NA> Female
1671 550015_020    597   90000.000   No                  Other Female
1672 559932_010    903   27948.000  Yes                  Other   Male
1673 551975_020    621  104400.000   No                   <NA> Female
1674 551080_010    839   50000.000   No Black/African American   Male
1675 551803_010    641  175601.000   No                   <NA>   Male
1676 553849_010    925   16212.000  Yes                  Other Female
1677 556057_010    793   38220.000   No Black/African American   Male
1678 552306_020    609  189003.000  Yes                   <NA>   Male
1679 552613_010    619   76000.000   No        White/Caucasian   Male
1680 555071_020    579  124589.000   No Black/African American   Male
1681 556799_020    605  210000.000  Yes        White/Caucasian   Male
1682 550223_010    668    9840.000   No        White/Caucasian Female
1683 558693_020    649   72180.000  Yes                  Other   Male
1684 555506_010    605   25249.061   No                   <NA>   Male
1685 553881_010    713   58469.605   No Black/African American   Male
1686 553920_010    637  228032.000   No                   <NA> Female
1687 559734_010    663  109000.000   No                   <NA>   Male
1688 551123_010    888   24112.000   No                  Other Female
1689 558344_010    649   75510.095  Yes                   <NA> Female
1690 550524_010    839   51539.746   No Black/African American   Male
1691 552692_010    625  510720.000   No                   <NA>   Male
1692 557061_010    644   20908.000   No Black/African American Female
1693 558849_010    650  115000.000   No        White/Caucasian   Male
1694 551126_010    635    4375.497  Yes        White/Caucasian   Male
1695 559321_010    640   40048.000   No                   <NA> Female
1696 558419_010    806   53428.000  Yes                  Other   Male
1697 552963_010    638   15048.000   No        White/Caucasian   Male
1698 556276_020    625   93000.000   No                   <NA>   Male
1699 558445_010    687       0.000   No Black/African American Female
1700 550156_020    612  289000.000  Yes        White/Caucasian   Male
1701 556760_010    607  770537.149   No                   <NA> Female
1702 559479_010    637   60000.000   No                   <NA> Female
1703 558120_010    811   15048.000   No Black/African American   Male
1704 552837_010    617   74300.000   No        White/Caucasian Female
1705 552028_020    625  310440.000   No                  Other   Male
1706 554880_010    717    2136.000   No                  Other   Male
1707 559513_020    788   90000.000  Yes Black/African American   Male
1708 554427_020    595  202312.000   No        White/Caucasian Female
1709 559867_010    804  299440.000   No        White/Caucasian   Male
1710 557624_010    667   21760.000   No        White/Caucasian Female
1711 553060_020    628  117050.000   No        White/Caucasian   Male
1712 553014_020    731  233054.000  Yes                  Other Female
1713 552892_020    725   92000.000   No Black/African American Female
1714 558884_010    714  153404.000  Yes Black/African American Female
1715 557858_010    626   17424.000   No        White/Caucasian Female
1716 550385_010    781   28717.537   No                  Other Female
1717 551191_010   1007   18049.141  Yes Black/African American Female
1718 554842_010    837       0.000  Yes Black/African American Female
1719 556090_010    611   77010.000   No        White/Caucasian Female
1720 552836_020    677  218690.633   No        White/Caucasian   Male
1721 559487_010    898   36600.000   No        White/Caucasian   Male
1722 550043_010    903   27524.000   No        White/Caucasian Female
1723 556493_010    719   26420.000   No Black/African American Female
1724 554627_010    754   79000.000   No        White/Caucasian Female
1725 554092_010    892   43760.000   No        White/Caucasian   Male
1726 556394_010    691   31200.000   No Black/African American Female
1727 558103_010    619     750.000   No        White/Caucasian Female
1728 557842_020    613   30000.000  Yes                  Other   Male
1729 556499_010    754   53384.000   No Black/African American Female
1730 556137_010    729   33020.000   No Black/African American Female
1731 553351_010    643   13488.000   No Black/African American Female
1732 555441_010    649   52774.571   No        White/Caucasian   Male
1733 554301_020    590  109000.000   No        White/Caucasian   Male
1734 552300_020    676  185000.000   No        White/Caucasian Female
1735 551150_010    888       0.000   No                  Other Female
1736 555071_020    586  124589.000   No Black/African American   Male
1737 556845_010    655  120000.000   No                   <NA> Female
1738 559598_010    686  379754.958   No Black/African American   Male
1739 558154_010    673       0.000   No        White/Caucasian   Male
1740 550985_020    654  130252.000   No                  Other   Male
1741 559831_020    972  225012.000  Yes Black/African American   Male
1742 552479_020    490  200100.000  Yes        White/Caucasian Female
1743 552753_010    642  111600.000   No        White/Caucasian   Male
1744 558897_010    618   12300.000   No        White/Caucasian Female
1745 550047_010    656  110752.000   No        White/Caucasian   Male
1746 553793_010    666   50000.000   No Black/African American   Male
1747 556833_010    651   73283.240   No        White/Caucasian Female
1748 551459_020    794   80500.000  Yes Black/African American   Male
1749 555603_020    520  534004.000   No        White/Caucasian Female
1750 555788_010    804   87000.000   No Black/African American   Male
1751 554862_010    671   11748.000   No                   <NA>   Male
1752 559227_020    603  103606.365   No        White/Caucasian Female
1753 552529_020    660  134952.000   No        White/Caucasian Female
1754 559121_010    681    5000.000  Yes                  Other Female
1755 550410_010    608  100000.000   No                   <NA>   Male
1756 556143_010    706   33036.000   No        White/Caucasian Female
1757 554238_020    908   62000.000   No        White/Caucasian   Male
1758 550362_010    671    2400.000  Yes        White/Caucasian Female
1759 559425_020    636   87750.000   No        White/Caucasian Female
1760 554793_010    770   38536.101  Yes Black/African American Female
1761 550233_010    800   25260.000  Yes        White/Caucasian   Male
1762 554740_010    706       0.000  Yes Black/African American Female
1763 553570_020    476   46656.000  Yes        White/Caucasian Female
1764 553166_020    988   15920.000  Yes        White/Caucasian Female
1765 555244_010    725   20648.000  Yes Black/African American Female
1766 553055_010    756   40498.000  Yes Black/African American   Male
1767 550254_010    674    5760.000   No                   <NA>   Male
1768 557391_010    879   24960.000   No        White/Caucasian Female
1769 556352_010    703   61200.000   No                  Other   Male
1770 555545_020    721    3480.000   No Black/African American Female
1771 550686_010    701   28600.000   No        White/Caucasian Female
1772 555310_010    922    2500.000   No Black/African American   Male
1773 555545_010    721    3576.000   No Black/African American   Male
1774 556073_010    780   10968.000  Yes Black/African American   Male
1775 553890_010    656   55040.000   No        White/Caucasian Female
1776 550254_010    674    5000.000   No                   <NA>   Male
1777 559315_010    636   31200.000  Yes                  Other   Male
1778 556154_020    656  257212.000   No Black/African American Female
1779 556873_010    840  131020.000  Yes        White/Caucasian   Male
1780 552633_010    735   20000.000  Yes        White/Caucasian   Male
1781 559893_010    748    1000.000  Yes                  Other   Male
1782 555515_010    635   70512.000   No        White/Caucasian   Male
1783 554548_010    738   79000.000  Yes Black/African American Female
1784 550356_010    658   24112.000  Yes        White/Caucasian   Male
1785 554724_020    817   50607.954   No Black/African American Female
1786 551203_010    683   67000.000   No                   <NA>   Male
1787 554448_010    776   36600.000  Yes Black/African American   Male
1788 556266_010    685   12600.000  Yes Black/African American Female
1789 553482_010    688   21048.000  Yes Black/African American Female
1790 556445_010    699   21600.000  Yes                  Other   Male
1791 552917_010    676  407606.754   No        White/Caucasian Female
1792 552840_010    635   37181.174   No                   <NA> Female
1793 558237_010    660   22763.401  Yes Black/African American   Male
1794 551505_010    895    9672.000   No Black/African American Female
1795 552818_010    684 1015012.000   No        White/Caucasian   Male
1796 559023_010    637   28637.869  Yes                   <NA>   Male
1797 557690_010    721   24600.000  Yes                  Other Female
1798 558532_010    616   60475.000   No                   <NA> Female
1799 553399_010    861  209782.624   No Black/African American   Male
1800 555441_010    650   52700.000   No        White/Caucasian   Male
1801 558668_010    640   78764.000  Yes                   <NA> Female
1802 557909_010    635   51700.000   No        White/Caucasian   Male
1803 557795_010    995   15826.395   No Black/African American Female
1804 559964_010    798   15624.000   No                  Other Female
1805 558951_020    654   91520.000   No        White/Caucasian Female
1806 556179_020    543  108112.000  Yes        White/Caucasian Female
1807 559346_010    876   83600.000   No Black/African American Female
1808 557710_010   1045   34674.064   No Black/African American Female
1809 551746_010    624   52000.000   No Black/African American   Male
1810 558413_020    612  186600.000   No                   <NA>   Male
1811 557126_020    609   99472.590   No        White/Caucasian Female
1812 553443_020    739   50212.000  Yes Black/African American Female
1813 554517_010    684       0.000   No                  Other Female
1814 559301_010    607   42000.000   No                   <NA>   Male
1815 553086_010    814   18231.333  Yes Black/African American Female
1816 553826_020    712  175000.000   No        White/Caucasian   Male
1817 551957_020    621  114656.000   No        White/Caucasian   Male
1818 555241_010    635   14400.000   No Black/African American   Male
1819 555749_010    661   10252.000   No                   <NA>   Male
1820 554624_010   1097   25800.000  Yes                  Other Female
1821 559691_010    610   71000.000   No        White/Caucasian Female
1822 559839_010    638  369257.048   No Black/African American   Male
1823 557882_010    627   10000.000   No        White/Caucasian Female
1824 558747_010    658   13200.000  Yes                  Other   Male
1825 556260_020    689  148060.000   No        White/Caucasian Female
1826 557141_010    638   96428.000  Yes        White/Caucasian   Male
1827 554203_010    658  191000.000   No                   <NA> Female
1828 557219_010    630   82020.000   No                   <NA> Female
1829 557198_010    671  133000.000   No        White/Caucasian Female
1830 556240_020    618   15160.000   No Black/African American Female
1831 550554_010    624   72600.000   No                   <NA>   Male
1832 551057_010    924   15048.000   No        White/Caucasian Female
1833 551450_010    682  340000.000   No        White/Caucasian   Male
1834 553294_020    523   54652.000  Yes                   <NA> Female
1835 556869_010    886   70060.000  Yes Black/African American Female
1836 559861_020    667  223349.581   No                   <NA> Female
1837 556138_010    713    8000.000   No Black/African American Female
1838 552828_010    636  303916.197   No Black/African American   Male
1839 550873_010    624  123320.000  Yes                   <NA> Female
1840 554238_020    909   62412.000   No        White/Caucasian Female
1841 552482_010    756   51253.000   No        White/Caucasian   Male
1842 559963_010    656  124589.000  Yes Black/African American   Male
1843 556288_020    891  308584.288   No        White/Caucasian   Male
1844 555336_010    791   35000.000   No Black/African American   Male
1845 551450_010    682  344000.000   No        White/Caucasian   Male
1846 553435_010    911   27450.000   No        White/Caucasian Female
1847 551723_010    778   27140.000   No Black/African American Female
1848 551238_010    646   72872.000   No        White/Caucasian   Male
1849 559968_010    650  115000.000   No                   <NA>   Male
1850 552228_020    654   12000.000   No                   <NA> Female
1851 557198_010    671  132036.000   No        White/Caucasian Female
1852 559301_020    527   42000.000   No                   <NA>   Male
1853 551483_010    797   12000.000  Yes        White/Caucasian Female
1854 559387_010    646   33204.000  Yes Black/African American Female
1855 558602_020    767   53384.000  Yes        White/Caucasian   Male
1856 550524_010    838   51700.000   No Black/African American   Male
1857 558069_010    810   30000.000   No Black/African American Female
1858 557754_010    778   18895.000  Yes        White/Caucasian Female
1859 558266_010    680   45000.000   No        White/Caucasian Female
1860 556545_010    631    3900.000   No                  Other Female
1861 558309_010    988   12420.000   No                  Other Female
1862 554667_010    627  236000.000   No        White/Caucasian   Male
1863 558268_010    629   31200.000   No                   <NA>   Male
1864 558693_010    630   72000.000  Yes                  Other Female
1865 553248_010    828   65000.000   No Black/African American Female
1866 557721_020    647   60400.000   No        White/Caucasian   Male
1867 557131_020    836  112500.000  Yes Black/African American   Male
1868 550063_010    631   33800.000   No        White/Caucasian   Male
1869 550759_010    830   17650.000   No                  Other Female
1870 552050_010    684   17412.000  Yes Black/African American Female
1871 555216_020    842   44485.048  Yes                  Other Female
1872 555785_020    499   30600.000   No                   <NA> Female
1873 552812_020    654  153404.000  Yes        White/Caucasian Female
1874 557842_010    632   30000.000  Yes        White/Caucasian Female
1875 559329_020    545  188000.000   No                  Other Female
1876 552231_020    650  102000.000   No                   <NA>   Male
1877 554690_020    596  120000.000   No        White/Caucasian   Male
1878 556549_010    868   13368.000  Yes                  Other Female
1879 559649_010    722   53400.000   No Black/African American Female
1880 559793_010    654   98030.000   No                   <NA>   Male
1881 554129_020   1081   96351.675   No Black/African American Female
1882 550904_020    564  455562.777   No Black/African American Female
1883 553241_020    564  106000.000   No Black/African American Female
1884 552949_010    648  134000.000   No        White/Caucasian Female
1885 552100_010    758  177000.000   No Black/African American   Male
1886 558837_020    808       0.000   No        White/Caucasian   Male
1887 556477_010    638   13070.612  Yes                   <NA>   Male
1888 558082_010    989   15600.000   No Black/African American Female
1889 554250_010    927  110300.000   No                   <NA> Female
1890 551110_010    824   13860.000   No Black/African American Female
1891 557721_020    643   60200.000   No        White/Caucasian   Male
1892 557407_010    639   43270.000  Yes Black/African American Female
1893 553424_010    636   51682.000  Yes                   <NA> Female
1894 558284_010    972   35944.967  Yes Black/African American Female
1895 557253_010    892   30600.000  Yes        White/Caucasian   Male
1896 558991_010    626   40100.000   No        White/Caucasian   Male
1897 557126_020    609   99472.590   No        White/Caucasian Female
1898 556509_010    960   15500.000  Yes Black/African American   Male
1899 559227_020    605  102680.000   No        White/Caucasian Female
1900 559484_020    634  126000.000   No Black/African American Female
1901 558004_010    637  102000.000   No        White/Caucasian Female
1902 550904_020    566  430400.000   No Black/African American Female
1903 551024_010    951   18400.000  Yes Black/African American   Male
1904 550783_010   1016   20880.000   No Black/African American Female
1905 559691_010    607   70800.000   No        White/Caucasian Female
1906 552745_010    635   84012.000   No        White/Caucasian   Male
1907 557785_020    627  180112.000   No        White/Caucasian   Male
1908 556126_010    616   22217.000   No                   <NA> Female
1909 559786_020    633   41208.000  Yes        White/Caucasian Female
1910 558380_010    758    4688.000   No        White/Caucasian Female
1911 554256_020    669   14040.000   No                  Other   Male
1912 559470_010    740   17328.000   No        White/Caucasian Female
1913 557775_010    641   58469.605   No        White/Caucasian   Male
1914 554314_010    669   70000.000   No                   <NA> Female
1915 559762_010    656   73640.000   No        White/Caucasian Female
1916 553267_010    856       0.000   No                  Other   Male
1917 552156_010    783   27140.000   No Black/African American Female
1918 551286_020    811   65600.000   No        White/Caucasian Female
1919 558927_010    652   70000.000   No        White/Caucasian Female
1920 557003_010    676    6260.000   No Black/African American Female
1921 556433_010    670       0.000   No                   <NA>   Male
1922 550347_020    601  205002.000   No                   <NA> Female
1923 557385_020    771   31850.000   No Black/African American Female
1924 555911_010    617   17796.000   No        White/Caucasian Female
1925 558541_010    833   27450.000   No        White/Caucasian Female
1926 557484_020    653  229120.000   No                   <NA> Female
1927 557461_020    619  407606.754  Yes        White/Caucasian   Male
1928 552048_010    955    1000.000   No        White/Caucasian Female
1929 557223_010    841   30332.902  Yes        White/Caucasian   Male
1930 557034_010    823    3000.000   No                  Other Female
1931 550794_020    662  122036.000  Yes        White/Caucasian Female
1932 556433_010    670       0.000   No                   <NA>   Male
1933 552872_020    774  485600.000   No        White/Caucasian   Male
1934 556654_010    613   40000.000   No        White/Caucasian   Male
1935 551514_010    656   13608.000   No                   <NA> Female
1936 551761_010    823   31080.000   No Black/African American Female
1937 553948_020    803  117228.000  Yes Black/African American   Male
1938 552690_010    726   15252.000  Yes Black/African American Female
1939 554939_010    708   38220.000   No Black/African American Female
1940 555311_020    566  510720.000   No                   <NA> Female
1941 557425_010    656   40632.000   No                  Other Female
1942 553393_010    630    6800.000   No        White/Caucasian Female
1943 558315_020    687  190420.000   No Black/African American   Male
1944 551305_010    649  198000.000   No        White/Caucasian   Male
1945 559905_010    611    3959.941   No                   <NA> Female
1946 558826_010    883   18231.333  Yes Black/African American   Male
1947 550790_020    567  430400.000   No                   <NA> Female
1948 552025_010    619  117000.000   No                  Other Female
1949 554195_010    722   50607.954   No        White/Caucasian   Male
1950 554628_010    647   13806.325   No                   <NA>   Male
1951 559806_010    773   55000.000   No        White/Caucasian Female
1952 551564_010    655   29700.000   No        White/Caucasian Female
1953 554069_020    722   13097.695   No Black/African American Female
1954 551767_010    643   37836.000  Yes                  Other Female
1955 556484_010    685   60000.000  Yes        White/Caucasian   Male
1956 556367_010    666   17952.000   No Black/African American Female
1957 556141_020    891   75700.000  Yes                  Other Female
1958 553715_010    740    2000.000  Yes Black/African American Female
1959 551261_010    651   28000.000   No Black/African American Female
1960 555872_010    677   70000.000   No        White/Caucasian Female
1961 555473_010    768    3600.000   No Black/African American Female
1962 552548_010    780   83600.000   No        White/Caucasian Female
1963 551057_010    925   14796.000   No        White/Caucasian Female
1964 554427_020    595  199200.000   No        White/Caucasian Female
1965 557386_010   1066   12492.000   No Black/African American   Male
1966 559512_010   1200   18108.000   No Black/African American Female
1967 555311_010    617  486747.804   No                   <NA>   Male
1968 550822_010    658   71240.000  Yes Black/African American   Male
1969 554831_010    845   72000.000   No Black/African American   Male
1970 558926_010    676  120864.000   No        White/Caucasian   Male
1971 559512_010   1093   18300.000   No Black/African American Female
1972 550278_010    816   21760.000  Yes Black/African American   Male
1973 556545_010    631    4000.000   No                  Other Female
1974 553206_010    656    3240.000  Yes Black/African American   Male
1975 559704_010    730   24960.000   No Black/African American   Male
1976 557721_020    643   60276.000   No        White/Caucasian   Male
1977 553393_010    630    7000.000   No        White/Caucasian Female
1978 551514_010    656   13416.000   No                   <NA> Female
1979 553826_020    701  175000.000   No        White/Caucasian   Male
1980 550295_010    627   25308.000  Yes        White/Caucasian Female
1981 551026_010    939   15600.000   No Black/African American Female
1982 556114_010    633  238400.000   No        White/Caucasian Female
1983 553755_010    926   94400.000  Yes Black/African American Female
1984 557876_010    865   12660.000   No        White/Caucasian Female
1985 552468_010    768  124589.000  Yes        White/Caucasian   Male
1986 557721_010    642   60340.000   No        White/Caucasian Female
1987 558131_010    670  168400.000   No        White/Caucasian   Male
1988 559157_010    852   10197.776   No Black/African American Female
1989 557093_010    747   80280.000  Yes                  Other   Male
1990 558266_010    680   44600.000   No        White/Caucasian Female
1991 554917_010    794    2760.000   No Black/African American Female
1992 558131_020    676  168000.000  Yes        White/Caucasian Female
1993 555245_010    635    1980.000   No Black/African American Female
1994 554345_020    605  178080.000   No                   <NA> Female
1995 558626_020    564   80724.000   No                   <NA> Female
1996 557773_010    679   52000.000   No        White/Caucasian   Male
1997 557038_010    820  110300.000   No Black/African American Female
1998 551087_010    704    3600.000   No        White/Caucasian Female
1999 555050_010    636   38000.000  Yes                  Other Female
2000 550845_010    646   53428.000   No        White/Caucasian Female
2001 550418_010    638    2700.000   No                   <NA> Female
2002 553327_010    622   12728.443  Yes Black/African American Female
2003 555053_010    972   25249.061   No        White/Caucasian   Male
2004 552053_010    685  155000.000   No        White/Caucasian   Male
2005 552812_020    655  154000.000   No Black/African American Female
2006 557030_010    990       0.000   No Black/African American   Male
2007 557673_010    773   47400.000   No Black/African American Female
2008 551225_010    662   33484.000  Yes                  Other Female
2009 550143_010    912   45421.000   No Black/African American Female
2010 554354_010    729  186600.000   No        White/Caucasian Female
2011 557073_020    784    2149.000   No                  Other Female
2012 551744_020    680  194000.000   No        White/Caucasian   Male
2013 557223_010    887   30500.000  Yes        White/Caucasian   Male
2014 558809_010    664   92760.000   No        White/Caucasian Female
2015 554578_020    651  175012.000   No                  Other Female
2016 554578_010    666  175012.000   No                  Other   Male
2017 551783_010    791  165000.000  Yes Black/African American Female
2018 556411_010    615  281000.000   No                   <NA>   Male
2019 550317_010    620   70177.547   No                  Other   Male
2020 559586_010    664  129667.915   No                  Other   Male
2021 556668_020    891   24000.000  Yes        White/Caucasian   Male
2022 552776_010    638   12782.635   No Black/African American   Male
2023 559579_020    612  192120.000   No                  Other Female
2024 550105_010    860   44302.496  Yes                  Other Female
2025 552223_010    658  779800.000  Yes        White/Caucasian   Male
2026 558974_010    669   94204.000   No        White/Caucasian   Male
2027 555805_010    674  248463.477   No                   <NA>   Male
2028 554312_020    677   51384.000  Yes                   <NA>   Male
2029 555780_010    821   88800.000   No                  Other Female
2030 555053_020    925   25200.000  Yes        White/Caucasian Female
2031 550356_010    656   24112.000  Yes        White/Caucasian   Male
2032 550164_020    782  484000.000   No        White/Caucasian   Male
2033 559660_010    746    8662.000   No Black/African American Female
2034 559477_020    382   31000.000   No Black/African American Female
2035 553121_010    677    6960.000   No        White/Caucasian Female
2036 553815_020    382  171520.000   No                   <NA> Female
2037 557924_010    649  117000.000  Yes                  Other   Male
2038 554146_010    752   44485.048   No                  Other   Male
2039 554121_010    704    2000.000   No Black/African American Female
2040 556475_010    860   66040.000   No Black/African American Female
2041 550918_010    729   22256.400   No Black/African American   Male
2042 559758_010    810   34674.064  Yes Black/African American   Male
2043 550240_020    844   47960.000  Yes        White/Caucasian Female
2044 556698_010    671  160040.000   No Black/African American   Male
2045 553262_010    632   18000.000   No        White/Caucasian   Male
2046 557680_010    812   46000.000   No Black/African American   Male
2047 559425_020    635   87680.000   No        White/Caucasian Female
2048 557063_020    627  129600.000  Yes        White/Caucasian   Male
2049 551207_010    639    4848.000  Yes        White/Caucasian Female
2050 558859_010    650   75280.000   No        White/Caucasian Female
2051 550228_010    773   15624.000   No        White/Caucasian   Male
2052 554069_010    804   13070.612   No Black/African American   Male
2053 557842_010    635   30000.000  Yes        White/Caucasian Female
2054 559283_010    636   52600.000   No                   <NA> Female
2055 554255_010    675   15480.000   No                  Other Female
2056 555891_020    667   18000.000  Yes        White/Caucasian   Male
2057 559806_020    601   55212.000   No                  Other Female
2058 555171_010    949   12372.000   No Black/African American   Male
2059 556533_020    503   79000.000   No Black/African American Female
2060 558185_010    660   20100.000  Yes        White/Caucasian Female
2061 557152_010    648   83204.000   No        White/Caucasian   Male
2062 557966_010    653  130000.000   No                   <NA> Female
2063 552638_020    531  136656.000   No                   <NA> Female
2064 551316_010    669    8000.000  Yes                   <NA> Female
2065 556857_010    617   10344.000   No                  Other Female
2066 559912_020    683  133000.000   No        White/Caucasian Female
2067 554363_010    672   67500.000   No Black/African American   Male
2068 558693_020    647   72000.000  Yes                  Other   Male
2069 552648_010    771   15948.000   No Black/African American Female
2070 559752_010    837   45600.000   No Black/African American Female
2071 552906_010    619   49100.000  Yes                  Other Female
2072 559186_020    567  130000.000   No        White/Caucasian Female
2073 553623_010    711   85449.191   No Black/African American Female
2074 555853_010    868   10476.000   No                  Other Female
2075 551957_020    621  114656.000   No        White/Caucasian   Male
2076 554517_010    684       0.000   No                  Other Female
2077 554832_010    738   13208.000  Yes        White/Caucasian   Male
2078 555053_010   1012   25260.000   No        White/Caucasian   Male
2079 553180_010   1053   26400.000   No                  Other Female
2080 557510_020    566   88612.000   No Black/African American Female
2081 554075_010    779       0.000   No        White/Caucasian Female
2082 559814_010    667  223000.000   No        White/Caucasian Female
2083 557544_020    602   87010.000   No                   <NA>   Male
2084 556976_020    573  178528.000   No        White/Caucasian   Male
2085 553738_010    924   22636.000   No Black/African American Female
2086 551459_010    745   80800.000  Yes Black/African American   Male
2087 559653_010    823   31963.035   No Black/African American Female
2088 559921_010    644   12420.000   No        White/Caucasian Female
2089 551833_010    637   83600.000   No                   <NA> Female
2090 557667_010    661    6457.206  Yes        White/Caucasian   Male
2091 551080_020    837   50000.000   No Black/African American   Male
2092 556224_010    812   90000.000   No Black/African American   Male
2093 556271_010    749   13200.000  Yes                  Other Female
2094 554789_010    788  148320.000  Yes Black/African American   Male
2095 550964_020    674  637040.695   No        White/Caucasian   Male
2096 554724_020    816   50761.000   No Black/African American Female
2097 556994_010    677  175000.000  Yes        White/Caucasian   Male
2098 554445_010    891   18300.000  Yes Black/African American Female
2099 555653_010    624  120001.000   No                   <NA> Female
2100 555037_020    418   72000.000   No                   <NA> Female
2101 558015_010    775  380300.000   No        White/Caucasian Female
2102 557470_020    674  233000.000   No        White/Caucasian Female
2103 559369_010    833   14400.000   No Black/African American Female
2104 556144_020    763  148320.000   No        White/Caucasian Female
2105 554345_010    605  178528.000   No                   <NA>   Male
2106 553921_010   1093   10000.000   No Black/African American Female
2107 556766_010    605   60000.000   No                   <NA>   Male
2108 550385_010    774   28266.534   No                  Other Female
2109 552779_010   1100    6648.000   No        White/Caucasian Female
2110 554392_010    784   49400.000  Yes Black/African American   Male
2111 557885_020    650  102784.980  Yes                  Other Female
2112 557349_020    597  110000.000   No                  Other Female
2113 559470_010    791   17412.000   No        White/Caucasian   Male
2114 557048_020    586  131016.000   No Black/African American Female
2115 551214_010    797       0.000  Yes                  Other   Male
2116 552578_020    657  127522.562   No                   <NA> Female
2117 553167_020    618   87000.000  Yes                   <NA> Female
2118 558617_010    691   68000.000  Yes        White/Caucasian Female
2119 554314_010    669   70012.000   No                   <NA> Female
2120 555706_020    653  130252.000   No Black/African American Female
2121 550295_010    627   25304.000  Yes        White/Caucasian Female
2122 550967_020    767   85000.000  Yes Black/African American   Male
2123 550962_010    642   47000.000   No Black/African American Female
2124 559144_010   1008  208000.000  Yes Black/African American   Male
2125 555113_020    597   85012.000   No                   <NA> Female
2126 558974_010    669   94000.000   No        White/Caucasian   Male
2127 559223_020    591   70000.000   No        White/Caucasian Female
2128 552811_020    722  320000.000   No Black/African American Female
2129 551744_010    660  194080.000   No        White/Caucasian   Male
2130 556402_010    629   15948.000   No        White/Caucasian   Male
2131 550291_010    655   18800.000   No        White/Caucasian   Male
2132 550043_010    903   27600.000   No Black/African American Female
2133 554228_020    837   17388.000  Yes        White/Caucasian   Male
2134 553325_010    840   14508.000   No Black/African American   Male
2135 551686_010    657   72000.000   No Black/African American Female
2136 559649_010    722   53400.000   No Black/African American Female
2137 552301_010    925   12012.000   No        White/Caucasian Female
2138 558109_010    685  238400.000   No Black/African American   Male
2139 554899_010    613   33344.000  Yes        White/Caucasian   Male
2140 550015_020    595   90000.000   No                  Other Female
2141 550985_020    653  130252.000   No                  Other Female
2142 558936_010    760   13236.192   No Black/African American   Male
2143 553798_020    508  117000.000   No                   <NA> Female
2144 551132_020    683  109000.000   No        White/Caucasian   Male
2145 554369_010    780    6552.000  Yes Black/African American Female
2146 559343_010    670    2149.000   No                  Other Female
2147 553793_010    666   50000.000   No Black/African American   Male
2148 553757_020    610  267060.000   No        White/Caucasian Female
2149 557433_010    783   20000.000  Yes Black/African American   Male
2150 555260_010    933   23748.000   No Black/African American Female
2151 554494_020    614  139200.000   No        White/Caucasian   Male
2152 558739_010    630  237050.000   No                  Other Female
2153 554875_020    611     600.000   No Black/African American Female
2154 559270_010    626       0.000   No                   <NA> Female
2155 556249_020    611  707600.000   No                  Other Female
2156 553994_020    618   11000.000  Yes        White/Caucasian Female
2157 556851_010    670   12251.412   No Black/African American Female
2158 550185_020    609  100000.000   No        White/Caucasian Female
2159 555338_010    893       0.000  Yes Black/African American   Male
2160 551286_020    811   65982.336   No                  Other Female
2161 555351_010    646   69278.635   No Black/African American   Male
2162 559011_010    658   37079.926   No        White/Caucasian Female
2163 551085_010    669   29040.000   No                  Other Female
2164 552629_010    941   30600.000  Yes Black/African American   Male
2165 554463_010    675   49240.000   No        White/Caucasian   Male
2166 552302_010    633       0.000  Yes                   <NA> Female
2167 553424_010    643   51600.000  Yes                   <NA> Female
2168 551026_010    939   15345.000   No Black/African American Female
2169 556943_020    651   14160.000   No                  Other Female
2170 558646_010    772   20088.000   No Black/African American   Male
2171 556827_010    836   16800.000   No                  Other Female
2172 550964_010    641  594000.000   No        White/Caucasian Female
2173 552053_010    686  155180.000   No        White/Caucasian   Male
2174 559839_020    537  380300.000   No Black/African American Female
2175 550015_010    678   90000.000   No                  Other   Male
2176 555331_020    556  145000.000   No        White/Caucasian Female
2177 553935_010    836   19200.000   No Black/African American Female
2178 553995_010    748   40012.000   No Black/African American Female
2179 557795_010    995   16000.000   No Black/African American Female
2180 556779_020    613  121200.000   No        White/Caucasian   Male
2181 550522_010    674    1000.000   No                  Other Female
2182 555441_010    649   52700.000   No        White/Caucasian Female
2183 551737_020    622  194000.000   No        White/Caucasian   Male
2184 558652_020    611  103000.000   No Black/African American   Male
2185 555653_020    622  120000.000   No                   <NA> Female
2186 554163_010    678  332600.000   No        White/Caucasian   Male
2187 551031_010    645   31963.035   No                   <NA>   Male
2188 559300_010    680  353005.511   No        White/Caucasian   Male
2189 559734_010    663  109120.000   No                   <NA>   Male
2190 557908_010    680   23808.000   No                  Other Female
2191 557529_020    539  120000.000   No                   <NA> Female
2192 557784_010    657   23748.000  Yes Black/African American Female
2193 556920_010    621  134188.000   No        White/Caucasian Female
2194 556936_010    745  100480.000  Yes Black/African American Female
2195 557559_020    809  135000.000   No Black/African American Female
2196 559440_010    662  121200.000   No        White/Caucasian   Male
2197 559990_010    652   49800.000   No                   <NA> Female
2198 551228_010    684   22776.000  Yes                  Other   Male
2199 552383_010    849       0.000  Yes                  Other Female
2200 559132_010    714  228533.430   No                  Other Female
2201 554655_010    642   15000.000  Yes        White/Caucasian   Male
2202 557898_010    663   42200.000  Yes                   <NA>   Male
2203 551686_020    638   72201.000   No Black/African American   Male
2204 556586_010    829   93480.000   No        White/Caucasian   Male
2205 557571_010    818   22800.000  Yes Black/African American Female
2206 552499_020    746    9000.000   No                  Other Female
2207 559593_010    614  147000.000   No        White/Caucasian   Male
2208 552019_010    623  250080.000   No                   <NA>   Male
2209 556431_010    620  118000.000   No                   <NA>   Male
2210 559653_010    773   31800.000   No Black/African American Female
2211 559199_020    559   34610.000   No                  Other Female
2212 558938_010    645   45240.000  Yes Black/African American Female
2213 552238_010    673    2500.000   No                   <NA>   Male
2214 551108_020    622  119008.000   No        White/Caucasian   Male
2215 555071_010    612  124589.000   No Black/African American   Male
2216 557647_010    644   18300.000  Yes        White/Caucasian   Male
2217 555925_010    850   45500.000   No Black/African American Female
2218 555511_010    606   40000.000   No                   <NA>   Male
2219 553826_010    725  175000.000   No        White/Caucasian   Male
2220 551735_010    622  276400.000   No        White/Caucasian Female
2221 559234_020    683  137000.000   No                   <NA> Female
2222 558703_010    641   17964.000  Yes                   <NA>   Male
2223 553522_010    672  140200.000   No        White/Caucasian   Male
2224 556976_010    628  178528.000   No        White/Caucasian   Male
2225 550551_010    649   73510.000   No                   <NA> Female
2226 559272_010    623   19650.320   No Black/African American   Male
2227 552332_020    769  122000.000  Yes        White/Caucasian   Male
2228 555331_020    554  145400.000   No        White/Caucasian Female
2229 557617_010    780   73848.000  Yes Black/African American Female
2230 559963_010    657  124517.822  Yes Black/African American   Male
2231 556390_010    632   12000.000   No        White/Caucasian Female
2232 555944_010    687  190420.000   No Black/African American   Male
2233 553139_020    624   50000.000   No        White/Caucasian   Male
2234 556456_010    631   44600.000   No        White/Caucasian Female
2235 556431_020    626  118000.000  Yes                   <NA> Female
2236 552177_010    652   82150.000   No        White/Caucasian   Male
2237 552646_010    626  129667.915   No        White/Caucasian   Male
2238 553552_010    914    6480.000   No                  Other Female
2239 550181_010    666   55000.000   No        White/Caucasian Female
2240 553413_010    768   87010.000   No                  Other Female
2241 558511_020    610   47484.000  Yes                   <NA> Female
2242 551080_010    837   50000.000   No Black/African American   Male
2243 550100_010    644     804.000   No        White/Caucasian   Male
2244 556717_020    636  366280.000   No                   <NA>   Male
2245 552448_010    902   10707.000  Yes                  Other Female
2246 557063_020    627  130000.000  Yes        White/Caucasian   Male
2247 555716_020    673   10000.000   No                  Other Female
2248 555037_010    615   72201.000   No                   <NA>   Male
2249 558547_020    599    5040.000   No        White/Caucasian   Male
2250 556413_020    670  157200.000   No                  Other Female
2251 550569_010    661  317000.000  Yes        White/Caucasian   Male
2252 559346_010    900   84012.000   No Black/African American Female
2253 555022_010    626   31850.000  Yes                  Other Female
2254 556646_020    721  254000.000   No Black/African American Female
2255 554591_020    586  127000.000   No Black/African American   Male
2256 550822_020    660   71240.000  Yes Black/African American   Male
2257 558671_020    945   31235.000  Yes        White/Caucasian Female
2258 552748_010    760   30332.902   No Black/African American Female
2259 553641_010    627   50212.000   No                  Other Female
2260 554463_010    676   49100.000   No        White/Caucasian   Male
2261 551628_010    708       0.000  Yes Black/African American Female
2262 557375_010    623     300.000  Yes        White/Caucasian   Male
2263 555338_020    988       0.000   No                  Other Female
2264 557940_010    672   19380.000   No Black/African American Female
2265 555037_020    414   72180.000   No                   <NA> Female
2266 555297_020    657  540000.000   No                  Other Female
2267 557353_010    811   10236.000  Yes Black/African American Female
2268 553998_010    643       0.000  Yes        White/Caucasian   Male
2269 559001_010    834    6812.000   No                  Other   Male
2270 552306_020    607  189003.000   No                   <NA> Female
2271 554420_010   1040   14241.000  Yes Black/African American Female
2272 555706_020    657  130000.000   No Black/African American Female
2273 552964_010    649  107000.000   No        White/Caucasian   Male
2274 556484_010    685   60050.000  Yes        White/Caucasian   Male
2275 556038_010    768   71080.000   No Black/African American   Male
2276 553241_010    628  106000.000   No Black/African American   Male
2277 559029_020    603  152000.000   No        White/Caucasian   Male
2278 550233_020    778   25300.000  Yes        White/Caucasian   Male
2279 550375_010    762   19040.000   No Black/African American Female
2280 550583_010    648   95000.000   No        White/Caucasian   Male
2281 552835_010    674  172000.000   No        White/Caucasian   Male
2282 557855_010    714   32580.000  Yes Black/African American   Male
2283 550147_010    716   30000.000   No Black/African American   Male
2284 551597_020    634   26000.000   No                   <NA> Female
2285 550581_020    749   22534.000  Yes        White/Caucasian Female
2286 554445_010    879   18226.344  Yes Black/African American Female
2287 559472_010   1066   48366.581   No                  Other Female
2288 555663_010    682   89670.804   No                  Other   Male
2289 555216_010    855   44485.048   No                  Other   Male
2290 552454_010    716   96000.000   No                  Other   Male
2291 552633_010    735   20000.000  Yes        White/Caucasian   Male
2292 553564_020    545   35000.000  Yes        White/Caucasian Female
2293 557510_010    698   88800.000  Yes Black/African American   Male
2294 558330_020    816   92856.000  Yes Black/African American   Male
2295 553755_010   1108   94641.197  Yes Black/African American Female
2296 557456_020    788   25304.000  Yes                  Other Female
2297 557699_010    619   10920.000   No Black/African American Female
2298 552578_010    657  128435.835   No                   <NA>   Male
2299 559023_010    637   28264.000  Yes                   <NA>   Male
2300 558198_010    722   25304.000  Yes                   <NA>   Male
2301 556205_010    629   49400.000   No                   <NA> Female
2302 559355_010    649   78256.000   No                   <NA>   Male
2303 551310_010    803   80000.000   No Black/African American   Male
2304 556205_010    631   49501.000   No                   <NA> Female
2305 556073_010    780   11052.000  Yes Black/African American   Male
2306 551116_010    616   68664.000   No                   <NA>   Male
2307 556141_020    860   75500.000  Yes                  Other Female
2308 551223_010    636   16824.000   No                   <NA>   Male
2309 553775_020    551  101156.000  Yes                  Other Female
2310 551762_010    629   80000.000  Yes        White/Caucasian   Male
2311 552342_010    663   28036.000   No Black/African American   Male
2312 558174_020    947  141276.000   No Black/African American Female
2313 559660_010    753    8640.000   No Black/African American Female
2314 558281_010   1082   21716.000  Yes                  Other Female
2315 554748_010    685   94796.000   No        White/Caucasian   Male
2316 551140_010    804   10200.000   No        White/Caucasian Female
2317 553474_020    804       0.000   No Black/African American Female
2318 554280_010    633   80000.000   No                   <NA>   Male
2319 556484_010    685   60000.000  Yes        White/Caucasian   Male
2320 555476_010    639  327000.000   No        White/Caucasian Female
2321 557484_020    653  227901.215   No                   <NA> Female
2322 559660_010    753    8400.000   No Black/African American Female
2323 558128_010    619  237000.000   No                   <NA>   Male
2324 559346_020    912   83600.000  Yes Black/African American   Male
2325 551761_020    759   31235.000  Yes Black/African American   Male
2326 557102_010    645  243000.000   No                  Other   Male
2327 550535_010    661   25000.000   No        White/Caucasian   Male
2328 559909_010    648    2311.393   No Black/African American   Male
2329 555607_010    765    1000.000   No        White/Caucasian Female
2330 555636_010    608  218032.013   No                   <NA>   Male
2331 554630_010    820   40498.000  Yes Black/African American Female
2332 559269_020    613  101338.000   No        White/Caucasian Female
2333 551517_010    665    6960.000   No        White/Caucasian Female
2334 556089_020    709   25962.000   No        White/Caucasian Female
2335 558216_010    637   93480.000   No Black/African American   Male
2336 552482_020    839   51000.000   No        White/Caucasian Female
2337 553768_010    955   12408.000  Yes Black/African American   Male
2338 551337_020    896   31235.000  Yes Black/African American Female
2339 556350_010    643   16320.000   No Black/African American Female
2340 555959_010    623   76000.000   No Black/African American Female
2341 559083_010    815   57500.000   No Black/African American Female
2342 558446_010    650   20008.604   No Black/African American   Male
2343 558175_020    614  526192.000   No                   <NA>   Male
2344 552578_020    655  127840.000   No                   <NA> Female
2345 557619_010    666  188000.000   No                   <NA>   Male
2346 557802_010    806   40498.000   No Black/African American Female
2347 553030_010    626   46000.000  Yes        White/Caucasian   Male
2348 555395_020    682  404000.000   No        White/Caucasian   Male
2349 554864_010    633  145400.000   No                   <NA>   Male
2350 559492_020    634   73537.000  Yes                   <NA>   Male
2351 555053_020    891   25272.000  Yes        White/Caucasian Female
2352 555258_010    653   40000.000  Yes Black/African American Female
2353 557617_020    776   73848.000   No Black/African American   Male
2354 554603_010    634    1512.000   No Black/African American Female
2355 557791_010    622  100000.000  Yes        White/Caucasian Female
2356 552332_010    721  122600.000  Yes        White/Caucasian Female
2357 550653_010    976    4848.000   No        White/Caucasian Female
2358 555050_010    636   37896.000  Yes                  Other Female
2359 556276_020    625   93003.000   No                   <NA>   Male
2360 550626_010    802   85000.000  Yes Black/African American   Male
2361 556384_010    792   10703.000  Yes        White/Caucasian Female
2362 557351_010    838  106500.000   No Black/African American Female
2363 559877_020    559    5500.000   No        White/Caucasian Female
2364 555721_010    665   98000.000   No                   <NA>   Male
2365 550637_020    627  430400.000   No                   <NA>   Male
2366 554369_010    780    6840.000  Yes Black/African American Female
2367 559842_010    629  250000.000  Yes        White/Caucasian   Male
2368 554933_010    670   11870.463   No        White/Caucasian   Male
2369 555578_010    802   14200.000   No Black/African American   Male
2370 550830_010    680  100000.000  Yes Black/African American   Male
2371 557751_010    699   93200.000   No Black/African American Female
2372 559734_020    603  108400.000  Yes                   <NA> Female
2373 550041_020    615  711600.000  Yes                   <NA>   Male
2374 551547_010    826   66040.000   No                  Other   Male
2375 551046_010    939   16416.000  Yes Black/African American Female
2376 551646_010    679   51311.000   No                   <NA> Female
2377 554961_010    652   64800.000   No                   <NA>   Male
2378 555192_010   1060   19716.000   No        White/Caucasian   Male
2379 550041_010    614  699684.000  Yes                   <NA> Female
2380 559722_010    636  318283.858   No                   <NA>   Male
2381 554845_020    812   95824.000   No Black/African American Female
2382 559425_020    643   87706.076   No        White/Caucasian Female
2383 558765_010    749   16869.661  Yes Black/African American Female
2384 554752_010    675  281000.000   No        White/Caucasian   Male
2385 553262_010    632   17964.000   No        White/Caucasian   Male
2386 557788_010    935       0.000   No                  Other Female
2387 556758_010    645   40000.000   No        White/Caucasian Female
2388 557180_020    589  276570.000   No        White/Caucasian Female
2389 555439_010    620  160644.000   No                   <NA>   Male
2390 557417_010    805       0.000   No                  Other   Male
2391 553757_020    611  268500.000   No        White/Caucasian Female
2392 557518_010    698  124800.000   No        White/Caucasian Female
2393 558062_010    714   52550.000  Yes Black/African American   Male
2394 554864_020    634  144600.000   No                   <NA> Female
2395 554717_010    663    2424.000   No        White/Caucasian Female
2396 558398_010    647    1000.000   No                   <NA> Female
2397 558055_010    940   25832.000   No Black/African American Female
2398 554789_020    823  149080.000  Yes Black/African American   Male
2399 556921_010    876   28600.000   No Black/African American Female
2400 551744_010    665  194080.000   No        White/Caucasian   Male
2401 550685_010    661   34000.000  Yes        White/Caucasian   Male
2402 555232_010    886   13416.000  Yes        White/Caucasian   Male
2403 551645_010    912   22256.400  Yes        White/Caucasian Female
2404 557538_020    668    4772.000   No        White/Caucasian   Male
2405 553778_010    783  126000.000   No Black/African American Female
2406 557223_020    773   30300.000   No        White/Caucasian Female
2407 552490_010    887    5000.000   No Black/African American   Male
2408 551064_010    679   56800.000   No                   <NA> Female
2409 550862_020    764   27300.000   No Black/African American Female
2410 557725_010    685  101400.000   No        White/Caucasian Female
2411 557131_010    769  112500.000   No Black/African American Female
2412 559300_010    680  347933.333   No        White/Caucasian   Male
2413 559968_010    650  114820.000   No                   <NA>   Male
2414 550270_010    633   30174.637   No        White/Caucasian   Male
2415 559565_010    897   43760.000   No Black/African American   Male
2416 550851_020    569      60.000   No        White/Caucasian Female
2417 551372_010    677   16988.000   No        White/Caucasian   Male
2418 554951_010    650   34610.000   No                  Other Female
2419 550404_010    684   50551.154   No Black/African American Female
2420 558313_010    770  236000.000   No Black/African American Female
2421 553994_010    617   10920.000  Yes        White/Caucasian Female
2422 554789_020    831  149080.000  Yes Black/African American   Male
2423 557557_010    646   35944.967   No        White/Caucasian   Male
2424 551973_010    682   43200.000  Yes        White/Caucasian   Male
2425 550524_010    892   51682.000   No Black/African American   Male
2426 554488_020    665  210364.000   No Black/African American Female
2427 553970_020    543   75000.000   No                  Other Female
2428 559857_010    666  250800.000   No        White/Caucasian   Male
2429 557723_010    736     336.000   No Black/African American Female
2430 553505_020    570  243000.000   No        White/Caucasian Female
2431 559470_020    798   17380.000  Yes        White/Caucasian   Male
2432 552677_010    699  560500.000   No        White/Caucasian   Male
2433 551878_020    651   44328.000   No                  Other Female
2434 558321_010    633   26484.000   No        White/Caucasian Female
2435 551346_010    713       0.000   No                  Other   Male
2436 554789_010    758  148320.000   No Black/African American Female
2437 555171_010    948   12420.000   No Black/African American   Male
2438 552529_020    660  134600.000   No        White/Caucasian Female
2439 555138_010    654  265075.000   No        White/Caucasian Female
2440 556225_020    506   62000.000   No                   <NA> Female
2441 551808_010    896   19332.000   No Black/African American   Male
2442 550458_020    674  343280.000   No                   <NA> Female
2443 557125_010    697   40000.000  Yes Black/African American Female
2444 551228_010    684   23004.000  Yes                  Other   Male
2445 551030_010    654   13128.000  Yes        White/Caucasian   Male
2446 550490_010    607   41688.000   No                   <NA> Female
2447 554764_010    701  100480.000  Yes Black/African American Female
2448 558517_010    632  116500.000   No        White/Caucasian Female
2449 552499_010    888    8880.000   No                  Other   Male
2450 550310_010    814   34000.000  Yes Black/African American Female
2451 559622_010   1148   17736.000   No Black/African American Female
2452 556223_020    782  135840.000  Yes Black/African American Female
2453 559133_010    989   22752.000   No Black/African American Female
2454 553721_010    662   37705.568  Yes        White/Caucasian   Male
2455 557151_010    964   43760.000   No Black/African American Female
2456 559343_010    670    2000.000   No                  Other Female
2457 556077_020    766  140200.000   No                  Other   Male
2458 558158_010    686   50000.000   No Black/African American   Male
2459 550560_020    797  106500.000   No Black/African American Female
2460 555085_010    681       0.000   No                  Other Female
2461 554687_010    643  142600.000   No                   <NA>   Male
2462 557226_010    935   17664.000   No Black/African American   Male
2463 559287_020    796   96267.615   No        White/Caucasian Female
2464 553771_010    657   12348.000  Yes                  Other Female
2465 559887_010    649    3604.000   No                   <NA> Female
2466 557025_020    745   92000.000   No        White/Caucasian   Male
2467 551461_020    633   76000.000   No        White/Caucasian   Male
2468 559741_010    752    2500.000   No Black/African American   Male
2469 554686_010    658  262500.000   No        White/Caucasian Female
2470 559646_010    647   23130.617   No        White/Caucasian Female
2471 557476_010    629  114000.000  Yes Black/African American   Male
2472 552554_020    588  216000.000  Yes                  Other Female
2473 555262_020    657  253820.000   No        White/Caucasian   Male
2474 559121_010    681    5860.000  Yes                  Other Female
2475 551845_010    837   40000.000  Yes Black/African American Female
2476 557721_010    642   60200.000   No        White/Caucasian Female
2477 555294_010    641   21936.000   No                   <NA> Female
2478 556111_010    667  560500.000   No        White/Caucasian Female
2479 556985_010    640  476000.000   No        White/Caucasian   Male
2480 553670_010    627 1800012.000   No                   <NA>   Male
2481 556008_020    565  211696.111  Yes        White/Caucasian Female
2482 553623_020    709   85449.191   No Black/African American   Male
2483 553211_010    883   21200.000   No Black/African American Female
2484 557111_020    962   38220.000  Yes Black/African American   Male
2485 552163_010    813   31850.000  Yes Black/African American   Male
2486 558366_010    678  152000.000   No        White/Caucasian Female
2487 556720_020   1014   73640.000   No Black/African American Female
2488 552383_010    849       0.000  Yes                  Other Female
2489 557351_010    835  108040.000   No Black/African American   Male
2490 554717_010    663    2500.000   No        White/Caucasian Female
2491 558355_010    833    7500.000   No Black/African American Female
2492 554773_010    750   60050.000   No Black/African American Female
2493 556758_010    646   40000.000   No        White/Caucasian   Male
2494 556846_010    681  770537.149   No        White/Caucasian Female
2495 555479_010    662   75012.000   No                   <NA>   Male
2496 556646_010    830  253820.000   No Black/African American   Male
2497 552908_010    658   67600.000  Yes                  Other   Male
2498 558748_010    635   33603.498  Yes                   <NA> Female
2499 559984_010    907   15480.000   No        White/Caucasian Female
2500 559190_010    674  144600.000   No        White/Caucasian   Male
2501 557642_010    678   66876.000   No        White/Caucasian Female
2502 555113_010    680   84600.000  Yes                   <NA>   Male
2503 554387_020    607  220099.546   No                   <NA> Female
2504 557034_010    825    2700.000   No        White/Caucasian Female
2505 556121_010    661    9779.466  Yes                   <NA>   Male
2506 552693_010    660   29544.000  Yes                  Other Female
2507 558004_020    660  102000.000   No        White/Caucasian   Male
2508 551140_010    812   10252.000   No        White/Caucasian Female
2509 555946_010    772       0.000   No Black/African American   Male
2510 556845_010    656  120000.000   No                   <NA> Female
2511 558935_010    794    8319.000   No        White/Caucasian Female
2512 553948_010    781  117228.000  Yes Black/African American Female
2513 551664_010    896   66000.000  Yes Black/African American Female
2514 551781_010    670   16800.000   No                   <NA> Female
2515 552745_020    635   84124.000   No        White/Caucasian Female
2516 556344_010    610  262500.000   No                   <NA> Female
2517 550967_010    767   85000.000   No Black/African American Female
2518 552104_010    616   19200.000   No        White/Caucasian   Male
2519 555648_010    658   40000.000   No                   <NA> Female
2520 555087_010    617    8940.000   No                  Other Female
2521 558568_020    862   52000.000  Yes Black/African American   Male
2522 555710_010    626   27600.000   No                   <NA>   Male
2523 554490_010    694 1800012.000   No Black/African American   Male
2524 553167_020    606   87096.000  Yes                   <NA> Female
2525 553611_010    914   19332.000  Yes        White/Caucasian Female
2526 552919_010    689   31460.000   No Black/African American   Male
2527 559069_020    694  189003.000   No        White/Caucasian   Male
2528 554845_010    809   96004.000  Yes Black/African American Female
2529 559220_010    626  476000.000   No        White/Caucasian   Male
2530 552179_010    626   35000.000   No                   <NA> Female
2531 555721_020    570   99200.000   No                   <NA> Female
2532 554171_020    691   15160.000   No                  Other Female
2533 553448_010    741   13236.192  Yes Black/African American Female
2534 551553_010    805   47131.499   No Black/African American Female
2535 558639_020    598  990200.000   No        White/Caucasian Female
2536 550310_010    814   34080.000  Yes Black/African American Female
2537 551651_010    640   10000.000   No        White/Caucasian Female
2538 556907_020    912  124000.000  Yes Black/African American   Male
2539 555922_010    900   21390.000  Yes Black/African American   Male
2540 554117_020    633   84600.000   No        White/Caucasian   Male
2541 550985_020    654  130005.000   No                  Other   Male
2542 554630_010    819   41188.000  Yes Black/African American Female
2543 550119_010    903   33800.000   No        White/Caucasian Female
2544 555929_010    670   42010.000   No        White/Caucasian   Male
2545 559023_010    637   28800.000  Yes                   <NA>   Male
2546 556291_010    697   80000.000   No Black/African American Female
2547 558344_010    649   75563.157  Yes                   <NA> Female
2548 557977_020    612   25032.000   No                  Other   Male
2549 553768_010    948   12360.000  Yes Black/African American   Male
2550 553206_010    656    3420.000  Yes Black/African American   Male
2551 554344_010    861   58286.511   No Black/African American   Male
2552 559839_020    542  380300.000   No Black/African American Female
2553 557014_010    824   46892.000  Yes Black/African American Female
2554 552110_010    639   19200.000  Yes                   <NA>   Male
2555 556402_010    629   16000.000   No        White/Caucasian   Male
2556 554690_010    653  120000.000   No        White/Caucasian Female
2557 552811_020    732  318283.858   No Black/African American Female
2558 551723_020    797   27000.000  Yes Black/African American   Male
2559 550745_010    620  126500.000   No                   <NA> Female
2560 559270_020    580       0.000   No        White/Caucasian   Male
2561 551553_020    844   46656.000   No Black/African American Female
2562 559617_020    666  194080.000   No        White/Caucasian   Male
2563 554238_020    912   63000.000   No        White/Caucasian   Male
2564 553832_010    872   14400.000  Yes Black/African American Female
2565 550315_010    625   57500.000   No        White/Caucasian   Male
2566 550583_010    649   94400.000   No        White/Caucasian   Male
2567 551140_010    804   10536.000   No        White/Caucasian Female
2568 550237_010    639   79890.312   No        White/Caucasian Female
2569 558602_020    760   53044.000  Yes        White/Caucasian   Male
2570 554953_010    644   31500.000   No        White/Caucasian Female
2571 555262_010    627  252662.216   No        White/Caucasian Female
2572 553338_010    858   17796.000  Yes                  Other   Male
2573 558087_010    653   13149.386  Yes Black/African American Female
2574 556997_010    800   29760.000   No Black/African American   Male
2575 550747_010    645    8400.000   No                  Other   Male
2576 557011_010   1003   46260.196   No Black/African American Female
2577 553043_010    883   17640.000   No Black/African American Female
2578 554345_020    605  178600.000   No                   <NA> Female
2579 552786_010    719   40000.000  Yes                  Other Female
2580 559129_010    700   23400.000   No                  Other   Male
2581 550859_010    673   53533.000  Yes        White/Caucasian Female
2582 556536_010    646   14377.649  Yes        White/Caucasian Female
2583 557924_010    652  116500.000  Yes                  Other   Male
2584 555978_010    746    1681.298   No Black/African American Female
2585 552808_010    623    9828.000   No                   <NA>   Male
2586 557451_020    503   24216.000  Yes        White/Caucasian Female
2587 551602_010    854       0.000   No                  Other   Male
2588 550790_020    567  430400.000   No                   <NA> Female
2589 553970_020    543   75000.000   No                  Other Female
2590 551064_010    675   57014.000   No                   <NA> Female
2591 551686_010    653   72000.000   No Black/African American Female
2592 559986_010    651   80000.000   No        White/Caucasian Female
2593 552414_020    603  161000.000   No        White/Caucasian Female
2594 553532_010    704    6800.000   No Black/African American   Male
2595 559598_020    687  378052.138   No Black/African American   Male
2596 559624_010    673   85449.191   No                   <NA>   Male
2597 552656_010    658  158440.000   No        White/Caucasian Female
2598 557930_020    820   21390.000   No Black/African American Female
2599 553400_010    764   24200.000   No Black/African American   Male
2600 556249_020    605  746620.000   No                  Other Female
2601 553582_010    596   82000.000   No Black/African American   Male
2602 558446_010    650   20100.000   No Black/African American   Male
2603 552861_010    935   26400.000  Yes Black/African American Female
2604 559315_010    636   31000.000  Yes                  Other   Male
2605 558441_010    640  310440.000   No                   <NA> Female
2606 554840_010    663   31000.000  Yes                  Other Female
2607 553815_020    426  171520.000   No                   <NA> Female
2608 555736_010    614  178600.000   No        White/Caucasian Female
2609 556138_010    713    7800.000   No Black/African American Female
2610 553913_010    948  122012.000   No Black/African American Female
2611 558985_010    651   13600.000  Yes                  Other   Male
2612 554413_010    781   15000.000   No Black/African American Female
2613 557544_010    676   87000.000   No                   <NA> Female
2614 550100_020    621     750.000   No        White/Caucasian Female
2615 555198_010    543  174436.000   No                   <NA> Female
2616 555441_010    649   52774.571   No        White/Caucasian   Male
2617 552231_020    650  102000.000  Yes                   <NA>   Male
2618 550401_010    645   48000.000  Yes                  Other   Male
2619 551892_010    626   74000.000   No Black/African American Female
2620 551104_020    590   20100.000  Yes Black/African American Female
2621 558131_020    676  170164.930  Yes        White/Caucasian Female
2622 550904_010    636  455012.000   No Black/African American   Male
2623 556266_020    610   12782.635  Yes Black/African American   Male
2624 556635_010    818   20568.000  Yes Black/African American   Male
2625 555697_020    654   14796.000  Yes        White/Caucasian   Male
2626 551279_010    651     400.000   No Black/African American   Male
2627 559283_020    636   52600.000   No                   <NA>   Male
2628 550015_020    597   90000.000   No                  Other Female
2629 556445_010    698   21396.000  Yes                  Other   Male
2630 558764_010    674   17380.000  Yes        White/Caucasian   Male
2631 558174_010    957  141400.000   No        White/Caucasian Female
2632 556181_010    848   19320.000   No Black/African American Female
2633 553765_020    616   66876.000  Yes                  Other Female
2634 552494_010    677  285000.000   No        White/Caucasian   Male
2635 550233_020    778   25260.000  Yes        White/Caucasian   Male
2636 553935_010    836   18960.000   No Black/African American Female
2637 552681_020    613   51204.000   No Black/African American Female
2638 557909_010    635   51682.000   No        White/Caucasian   Male
2639 552323_010    851   16488.000  Yes        White/Caucasian   Male
2640 550637_020    625  430400.000   No                   <NA>   Male
2641 552156_020    753   27170.731   No Black/African American Female
2642 557932_020    640  140000.000   No        White/Caucasian   Male
2643 555134_020    664    9672.000   No        White/Caucasian   Male
2644 552911_010    623   55000.000   No Black/African American   Male
2645 559416_020    680   52000.000   No Black/African American Female
2646 557568_010    620   68400.000   No        White/Caucasian Female
2647 558962_010    668   27408.000   No        White/Caucasian Female
2648 559083_010    830   57184.000   No Black/African American Female
2649 552218_010    868   10707.000  Yes                  Other   Male
2650 557088_010    863   17412.000   No Black/African American   Male
2651 552398_020    687  162012.000   No        White/Caucasian   Male
2652 550384_010    725    2181.933   No Black/African American   Male
2653 557347_020    666  102000.000   No        White/Caucasian Female
2654 559878_010   1006   36600.000  Yes        White/Caucasian   Male
2655 557775_010    642   59040.000   No        White/Caucasian   Male
2656 550514_020    607   54026.574   No                  Other   Male
2657 559456_010    913    8000.000  Yes                  Other Female
2658 551396_010    754  325480.000  Yes        White/Caucasian Female
2659 555460_010    640   22256.400   No                   <NA> Female
2660 556148_020    922   35856.000   No        White/Caucasian Female
2661 559355_010    650   78500.000   No                   <NA>   Male
2662 550661_010    651   22172.000  Yes        White/Caucasian Female
2663 551292_010    673    3372.000  Yes                   <NA>   Male
2664 556698_010    671  160040.000   No Black/African American   Male
2665 551564_010    654   29544.000   No        White/Caucasian Female
2666 550962_010    642   46793.034   No Black/African American Female
2667 552965_010    692  223349.581   No        White/Caucasian   Male
2668 551238_010    647   73000.000  Yes        White/Caucasian   Male
2669 550783_010   1014   21000.000   No Black/African American Female
2670 556435_010    610  210364.000   No                   <NA> Female
2671 550238_010    773   11080.000   No Black/African American Female
2672 556710_010    607   49800.000   No                   <NA> Female
2673 558951_020    654   91500.000   No        White/Caucasian Female
2674 555915_020    651   74563.499   No        White/Caucasian Female
2675 550904_020    565  430400.000   No Black/African American Female
2676 558001_010    647   54240.000   No                  Other   Male
2677 557326_010    857   15600.000   No Black/African American Female
2678 554601_010    620   50000.000   No        White/Caucasian Female
2679 550560_020    797  108040.000   No Black/African American Female
2680 555217_010    647   14200.000   No        White/Caucasian   Male
2681 555706_020    653  130252.000   No Black/African American Female
2682 557433_010    783   20000.000  Yes Black/African American   Male
2683 554604_010    622   21390.000   No                   <NA>   Male
2684 551557_010    643   25600.000   No Black/African American Female
2685 552156_020    753   26972.000   No Black/African American Female
2686 558155_010    705   16392.679   No Black/African American   Male
2687 553275_010    661   38135.548   No                   <NA> Female
2688 555463_020   1005   12642.000  Yes        White/Caucasian Female
2689 551223_010    636   16988.000   No                   <NA>   Male
2690 554752_020    645  285000.000   No        White/Caucasian   Male
2691 558158_010    686   50000.000   No Black/African American   Male
2692 559766_010    815   45455.000  Yes        White/Caucasian Female
2693 556936_010    747  100480.000  Yes Black/African American Female
2694 552188_010    644  166711.764   No Black/African American Female
2695 557011_010    992   46020.000   No Black/African American Female
2696 555439_020    556  160408.000   No                   <NA> Female
2697 552567_010    698  124800.000   No        White/Caucasian Female
2698 559893_010    749    1320.000  Yes                  Other   Male
2699 556710_010    609   50000.000   No                   <NA> Female
2700 559404_010    865   34673.749   No Black/African American   Male
2701 552777_010    917   33000.000  Yes Black/African American   Male
2702 555635_010    621   16800.000   No                   <NA> Female
2703 550315_010    625   56800.000   No        White/Caucasian   Male
2704 551524_020    794   30552.000   No                   <NA>   Male
2705 556758_010    646   40000.000   No        White/Caucasian   Male
2706 558271_020    644  139712.180   No        White/Caucasian Female
2707 555103_010    649   29073.827  Yes        White/Caucasian   Male
2708 556341_010    738       0.000   No Black/African American Female
2709 550410_010    608  100130.000   No                   <NA>   Male
2710 552816_010    812       0.000  Yes        White/Caucasian Female
2711 555198_010    542  175012.000   No                   <NA> Female
2712 558739_020    629  233054.000   No                  Other Female
2713 557003_010    675    6140.000   No Black/African American Female
2714 554152_020    684  334248.000   No        White/Caucasian   Male
2715 558911_020    609   52012.000   No        White/Caucasian   Male
2716 557855_010    714   32580.000  Yes Black/African American   Male
2717 555262_020    657  254000.000   No        White/Caucasian   Male
2718 551116_020    382   69278.635   No                   <NA> Female
2719 556018_010    635   55000.000   No        White/Caucasian Female
2720 556418_010    617  202312.000   No        White/Caucasian Female
2721 559487_010    866   36795.000   No        White/Caucasian   Male
2722 559353_010    617   38608.344   No        White/Caucasian Female
2723 551991_020    605   33000.000   No Black/African American Female
2724 553775_020    545  101338.000  Yes                  Other Female
2725 558095_010    656   12108.000   No                   <NA> Female
2726 550385_010    781   28264.000   No                  Other Female
2727 557413_010    617 1800012.000   No Black/African American   Male
2728 558095_010    656   12000.000   No                   <NA> Female

Example: selecting consecutive columns

  • We can select a continuous block of columns using the : operator
hrs_01_vars_subset |> select(age_mo:drink)
1
This keeps age_yrs, drink, and every single column positioned between them in the data frame. Make sure you know your column order before using this!
     age_mo      income diab lung drink
1       665   35000.000   No   No    No
2       676       0.000   No   No   Yes
3       663  108400.000   No   No   Yes
4       600  526192.000   No   No   Yes
5       860  148320.000  Yes   No   Yes
6       632   28266.534  Yes  Yes   Yes
7       749   13236.192   No   No   Yes
8       621   50761.000   No   No   Yes
9       845  303916.197   No   No   Yes
10      679  418024.000   No   No   Yes
11      641   22000.000   No   No    No
12      649   10000.000   No   No    No
13      646   73000.000   No  Yes   Yes
14      721   29000.000  Yes   No    No
15      691  250800.000   No   No   Yes
16      622  119000.000   No   No    No
17      605   39132.000   No   No   Yes
18      638   55000.000   No   No   Yes
19      665   13824.000   No   No   Yes
20      648   98120.000   No   No   Yes
21      677  190606.151  Yes   No   Yes
22      641  299440.000   No   No   Yes
23      800  178000.000  Yes   No    No
24      640   30000.000  Yes   No   Yes
25     1081   84600.000   No   No   Yes
26      653   22908.000  Yes   No   Yes
27      746   50000.000  Yes   No   Yes
28      911   27140.000   No   No   Yes
29      683   43200.000  Yes   No   Yes
30      652   50000.000   No   No   Yes
31      812   46000.000   No   No   Yes
32      951    6192.000  Yes   No    No
33      862   16440.000  Yes  Yes   Yes
34      895   26320.000  Yes   No    No
35      685   29073.827   No   No   Yes
36     1100   24216.000   No   No    No
37      759   30552.000   No   No   Yes
38      641   14364.000  Yes   No    No
39      637  102000.000   No   No   Yes
40      571  115000.000   No   No   Yes
41      651  178000.000   No   No   Yes
42      639    1512.000   No   No   Yes
43      674  389080.000   No   No   Yes
44      625   31800.000  Yes   No   Yes
45     1020   12660.000  Yes   No    No
46      646   23200.000   No   No    No
47      639   12660.000  Yes  Yes    No
48      643   37700.000  Yes   No    No
49      651  104900.000   No   No   Yes
50      656   41688.000   No   No    No
51     1135   96200.000   No   No   Yes
52      834  107054.866   No  Yes    No
53      630  102000.000   No  Yes   Yes
54      816    8400.000   No   No   Yes
55      992   18030.697  Yes   No    No
56      729    9000.000  Yes  Yes   Yes
57      586  131020.000   No   No    No
58      609  187690.000   No   No   Yes
59      895   17664.000   No   No   Yes
60      680  353005.511   No   No   Yes
61      644   26792.000   No   No   Yes
62      635  175536.000   No   No   Yes
63      604  218690.633   No   No   Yes
64      669   94051.000   No   No   Yes
65      709  137000.000   No   No   Yes
66      823   53005.000  Yes   No    No
67      645  152000.000   No   No   Yes
68      899   60924.000   No   No    No
69      857   10197.776  Yes   No   Yes
70      579  124800.000   No  Yes   Yes
71      918   22763.401   No   No    No
72      619  237000.000   No   No   Yes
73      613   32640.000  Yes  Yes   Yes
74      681   46020.000   No   No   Yes
75      597  120001.000   No   No   Yes
76      662  109120.000   No   No   Yes
77      680   60200.000  Yes   No   Yes
78      681   43003.000  Yes   No    No
79      656    1681.298   No   No    No
80      892   84124.000  Yes   No   Yes
81      633   10800.000  Yes   No    No
82      796    8319.000   No   No   Yes
83      916   61205.000   No   No    No
84      747   25274.273  Yes   No    No
85      681       0.000   No   No   Yes
86      637   60000.000   No   No    No
87      689  250000.000   No   No   Yes
88      675  121000.000  Yes   No    No
89      703   91500.000  Yes   No    No
90      623     500.000  Yes  Yes   Yes
91      780     203.000   No   No    No
92      580   90000.000   No   No   Yes
93      677   14400.000   No   No   Yes
94      766   55212.000   No   No    No
95      698   80000.000   No   No    No
96      753    8400.000   No  Yes    No
97      774   70000.000   No   No   Yes
98      926       0.000   No  Yes   Yes
99      634   82000.000   No   No   Yes
100     817   51000.000   No  Yes   Yes
101     703   91500.000  Yes   No    No
102     432   68403.000   No   No   Yes
103     649   10000.000   No   No    No
104     669   15254.301   No   No    No
105     718   76033.000   No   No   Yes
106     650   18400.000   No   No   Yes
107     637   84000.000   No   No   Yes
108     831   46020.000   No   No    No
109     617       0.000   No   No   Yes
110     883   21000.000   No  Yes    No
111    1086   18800.000   No   No    No
112     620   69876.368   No   No   Yes
113     641  630680.000   No   No   Yes
114     665   16320.000   No   No   Yes
115     804   58469.605  Yes   No    No
116     663   65000.000   No  Yes    No
117     772   20000.000   No   No   Yes
118     955   55000.000  Yes   No   Yes
119     586  126600.000   No   No   Yes
120     605   60000.000   No   No   Yes
121     813  178528.000  Yes   No    No
122     805   87000.000   No   No    No
123     640   22534.000   No   No   Yes
124     726   18895.000   No   No    No
125     757   32580.000  Yes   No   Yes
126     626  140000.000   No   No   Yes
127     857       0.000   No   No   Yes
128     634   26000.000   No   No    No
129     830  253820.000   No   No   Yes
130     784    2149.000  Yes   No   Yes
131     644   48000.000   No   No   Yes
132     687   19500.000   No   No   Yes
133     680       0.000   No   No    No
134     838  486747.804   No   No   Yes
135     649  139200.000   No   No   Yes
136     939   15500.000   No   No   Yes
137     659   70000.000  Yes   No   Yes
138     879   98137.254   No   No   Yes
139     631   83003.000   No   No    No
140     652  238400.000   No   No   Yes
141     865       0.000  Yes   No   Yes
142    1163    8662.000   No   No    No
143     837   17412.000  Yes   No   Yes
144     786    3000.000   No   No   Yes
145     815   28800.000   No  Yes   Yes
146     753  174066.434   No   No   Yes
147     633    3600.000   No   No    No
148     673   25764.286   No   No    No
149     653   31850.000   No   No   Yes
150     803   94416.000   No   No   Yes
151     698   91000.000  Yes   No    No
152     617  990200.000   No   No   Yes
153    1013   23780.000   No  Yes    No
154     623   76000.000   No   No   Yes
155     641  145000.000  Yes   No   Yes
156     663   75080.000  Yes   No   Yes
157     886   47520.000   No   No   Yes
158     828  385000.000   No   No    No
159     644  353005.511   No   No   Yes
160     701  100480.000  Yes   No   Yes
161     642  102680.000   No   No   Yes
162     774   48012.000   No   No   Yes
163     630  365005.000   No   No   Yes
164     682   72600.000   No   No   Yes
165     673   54512.000  Yes   No   Yes
166     803  308584.288   No   No   Yes
167    1022   25274.273   No   No   Yes
168     635  265075.000   No   No   Yes
169     713   58469.605   No   No   Yes
170     706   88690.000   No   No   Yes
171     490  281000.000   No   No   Yes
172     631  526192.000   No   No   Yes
173     643  185000.000   No   No   Yes
174     737   13200.000  Yes   No    No
175     821   31000.000   No   No   Yes
176     630  134600.000   No   No   Yes
177     915   27450.000   No   No   Yes
178     681   40000.000  Yes   No   Yes
179     662   33603.498  Yes   No    No
180     637  319200.000   No   No   Yes
181     834   27376.000   No   No    No
182     607   27600.000   No  Yes   Yes
183     868   26008.000  Yes   No    No
184     771   10800.000   No   No    No
185     874   32580.000  Yes   No   Yes
186     629  101400.000   No   No   Yes
187     896   39154.111   No   No   Yes
188     497   95824.000   No   No   Yes
189     754   53400.000   No   No   Yes
190     677  277412.000   No   No   Yes
191     613  121060.000   No   No   Yes
192     914   67000.000  Yes   No    No
193     701  125000.000   No   No   Yes
194     706   33000.000   No   No    No
195     988    2544.000  Yes   No   Yes
196     746   92000.000   No  Yes   Yes
197     839   22636.000  Yes   No    No
198     636   15324.000   No   No   Yes
199     613   60200.000   No   No   Yes
200     497  117000.000   No   No   Yes
201     675  244738.170   No   No   Yes
202     841   16800.000   No   No    No
203     637  301201.732   No   No   Yes
204     718   26100.000  Yes   No    No
205     891   68403.000   No   No   Yes
206     626   23286.000  Yes   No    No
207     633  240591.268   No   No    No
208     619  223349.581   No   No   Yes
209     709   68320.000   No   No    No
210     699   80000.000   No   No    No
211     669   94204.000   No   No   Yes
212     809       0.000   No   No    No
213     579  134188.000   No   No   Yes
214     660   55400.000  Yes   No   Yes
215     832   23724.438   No   No   Yes
216     647   57500.000   No   No   Yes
217     635   73000.000   No   No   Yes
218     651   52600.000   No   No    No
219     801   32140.949  Yes   No   Yes
220     841   96351.675   No   No   Yes
221     649    3604.000   No   No   Yes
222     632   12000.000   No   No   Yes
223     664  157820.000   No   No   Yes
224     935   17457.000   No   No    No
225     657  125000.000  Yes   No   Yes
226     838   22008.000   No  Yes    No
227     832    7740.000   No   No    No
228     616   24400.000   No  Yes   Yes
229     714   40100.000   No   No   Yes
230     783   55000.000   No   No    No
231     768   25673.251   No  Yes    No
232     912   48200.000  Yes   No    No
233     675   93680.000  Yes   No   Yes
234     758    3000.000  Yes   No   Yes
235     545   35000.000  Yes   No    No
236     635  208000.000   No   No   Yes
237     591  237050.000   No   No   Yes
238     643   55000.000   No   No   Yes
239     623   99000.000  Yes   No   Yes
240     628   99472.590  Yes   No    No
241     629   47000.000  Yes   No   Yes
242     939   14688.000  Yes   No   Yes
243     613   51000.000   No   No    No
244     764  148320.000   No   No   Yes
245     954  143000.000   No  Yes    No
246     819   16608.000  Yes  Yes   Yes
247     586  128000.000   No   No   Yes
248     797   17388.000   No   No   Yes
249     614  135024.000   No   No   Yes
250     802   15324.000  Yes   No   Yes
251     859   65592.000   No   No   Yes
252     698   40000.000  Yes   No   Yes
253     813   90000.000   No   No   Yes
254     968   33972.000   No   No   Yes
255     673   10000.000   No   No   Yes
256     721    3600.000   No   No   Yes
257     774   46800.000   No   No   Yes
258     774   47960.000   No   No   Yes
259     486  200020.000   No   No   Yes
260     752   41208.000  Yes   No   Yes
261     507  586000.000   No   No   Yes
262     947   12420.000  Yes   No   Yes
263     677  135024.000  Yes   No   Yes
264     634  161000.000  Yes   No   Yes
265     618   15500.000  Yes  Yes    No
266     630  182036.000   No   No   Yes
267     671   11448.000   No  Yes   Yes
268     644   50000.000  Yes   No    No
269     634   79974.000   No   No   Yes
270     634  276570.000   No   No   Yes
271     768    3600.000   No   No   Yes
272     712   24112.000   No   No    No
273     617  215008.000  Yes   No   Yes
274     647   82000.000   No   No   Yes
275     677  191000.000  Yes   No   Yes
276     681       0.000   No   No    No
277     601   44400.000  Yes   No    No
278     612   45060.000   No   No   Yes
279     481   50000.000   No   No    No
280     706   40498.000  Yes   No   Yes
281     641   25722.251   No   No   Yes
282     713   91000.000   No   No   Yes
283     629  172000.000   No  Yes   Yes
284     818   20400.000  Yes   No   Yes
285     651   14160.000   No   No   Yes
286     682  280020.000   No   No   Yes
287     673  276400.000   No   No   Yes
288     626   74563.499   No   No   Yes
289    1063   21390.000  Yes   No    No
290     705   75500.000   No  Yes   Yes
291     853       0.000  Yes   No   Yes
292     677    8000.000   No   No   Yes
293     650   78070.000   No   No   Yes
294     814  105036.000   No   No   Yes
295     667  190000.000   No   No   Yes
296     720   22110.000  Yes   No   Yes
297     681     250.000  Yes   No    No
298     789   25832.000  Yes   No    No
299     731   25000.000   No   No    No
300     877   62000.000  Yes   No   Yes
301     741   70800.000   No   No   Yes
302     605   33000.000   No   No    No
303     897    9779.466   No   No    No
304     800  276570.000  Yes   No   Yes
305     714     300.000  Yes   No   Yes
306     869   45240.000   No   No    No
307     735   31200.000   No   No   Yes
308     644   21000.000   No   No   Yes
309     675  168400.000  Yes   No   Yes
310     824   65600.000   No   No   Yes
311     803   47252.000   No   No    No
312     638  369257.048   No   No    No
313     685   12782.635  Yes  Yes    No
314     602  109000.000   No   No   Yes
315     867   36600.000   No   No    No
316     899   21500.000  Yes   No   Yes
317     922   12000.000   No   No    No
318     618  100000.000   No   No    No
319     611   32140.949  Yes   No    No
320     778   25260.000  Yes   No   Yes
321     714   40010.000   No   No   Yes
322    1086   24288.000   No   No   Yes
323     694   25000.000   No   No   Yes
324     617  223349.581   No   No   Yes
325     556  115000.000   No   No    No
326     639   19200.000  Yes   No    No
327     988   19320.000  Yes   No    No
328     677   70000.000   No   No   Yes
329     777   25304.000  Yes   No   Yes
330     701  175000.000  Yes   No    No
331     636   33450.000  Yes   No   Yes
332     927   28608.000  Yes  Yes    No
333     758   12960.000   No   No    No
334     909   15385.000   No   No    No
335     685  130005.000   No   No   Yes
336     750   13200.000   No   No   Yes
337    1100   15600.000  Yes   No    No
338     627  100480.000   No   No    No
339     654    6500.589  Yes   No   Yes
340     932   49000.000  Yes   No    No
341     656   30332.902   No   No   Yes
342     971   94400.000   No   No   Yes
343     994   16000.000   No   No    No
344     636  172012.000   No   No   Yes
345     679   40400.000  Yes   No   Yes
346     576   44000.000  Yes   No   Yes
347     690    2136.000  Yes   No   Yes
348     605  177200.000   No   No   Yes
349     637   83000.000   No   No   Yes
350     646   14616.000  Yes   No   Yes
351     740       0.000   No   No    No
352     862    5484.000   No   No    No
353     749   22507.295  Yes   No   Yes
354     660  107000.000   No   No   Yes
355     641  126000.000   No   No   Yes
356     637  216000.000   No   No   Yes
357     659   71240.000  Yes   No    No
358     647   14200.000   No   No    No
359     747   40800.000  Yes   No   Yes
360     807      36.000   No   No   Yes
361     618  124000.000   No   No   Yes
362     692  130000.000   No   No    No
363     773   30671.980  Yes   No   Yes
364     727   21390.000  Yes   No   Yes
365     809       0.000   No   No    No
366     851   13332.000   No   No    No
367     634  145000.000   No   No   Yes
368     803  303916.197   No   No   Yes
369     628  117000.000   No   No   Yes
370     714   30000.000   No   No    No
371     642  349000.000   No   No   Yes
372     831   50400.000  Yes   No    No
373     618  109200.000   No   No   Yes
374     642  164000.000   No   No   Yes
375     712    1200.000   No   No    No
376     634  277200.000   No   No   Yes
377     503   96000.000   No   No   Yes
378     664  157820.000   No   No   Yes
379     618   70000.000   No   No    No
380     619   13884.000  Yes   No   Yes
381     626  158440.000  Yes   No    No
382     772       0.000   No   No   Yes
383    1093   13200.000  Yes   No   Yes
384     849   55000.000   No   No    No
385     797   27376.000  Yes   No    No
386     727   25260.000   No   No    No
387     807       0.000   No   No   Yes
388     638   68400.000   No   No   Yes
389     796   15400.000  Yes   No   Yes
390     626  181200.000   No   No    No
391     669  366280.000   No   No   Yes
392     756   22846.000   No   No   Yes
393     987   12408.000   No   No   Yes
394     955   13488.000   No   No    No
395     756   21432.000  Yes  Yes    No
396     664   68000.000   No   No   Yes
397     702    1000.000  Yes   No   Yes
398     616  194000.000   No   No   Yes
399     650   10000.000   No   No    No
400     753   29760.000  Yes   No    No
401     801   50000.000  Yes   No   Yes
402     758   30436.000   No   No    No
403     687   22110.000   No  Yes    No
404     648   57000.000   No   No   Yes
405     791   46000.000  Yes   No   Yes
406     608   75700.000   No   No    No
407     720   24720.000  Yes   No    No
408     565   55000.000   No   No    No
409     620  225012.000   No   No   Yes
410     706   75700.000   No  Yes   Yes
411     868   13332.000  Yes   No    No
412     858   34196.000  Yes   No   Yes
413     638  380300.000   No   No    No
414     513   41688.000   No   No   Yes
415     603   79000.000   No   No   Yes
416     797   80724.000   No   No    No
417     757   50050.000   No   No    No
418     646  134000.000   No   No    No
419     676  209782.624  Yes   No   Yes
420     855  109000.000   No   No   Yes
421     792   10752.000  Yes   No   Yes
422     653  145400.000   No   No   Yes
423     976   45240.000   No   No   Yes
424     680   44929.000   No   No   Yes
425     662  132848.000   No   No   Yes
426     898   43896.000   No   No   Yes
427     600  176000.000   No   No   Yes
428     605   25032.000   No   No    No
429     588  101338.000   No   No   Yes
430     760    6192.000  Yes   No   Yes
431    1045   80000.000   No   No    No
432     925   12168.000   No   No   Yes
433     942   16440.000  Yes   No   Yes
434     692   67290.000  Yes  Yes   Yes
435     664  172000.000   No   No   Yes
436    1066   21800.000  Yes   No    No
437     804   40000.000  Yes   No   Yes
438     664  130010.000   No   No   Yes
439     665  237000.000   No   No   Yes
440     758   30500.000   No   No   Yes
441     670  155000.000   No   No   Yes
442     665   95824.000  Yes   No   Yes
443     653  100000.000   No   No   Yes
444     611  125000.000   No  Yes   Yes
445     780   11000.000  Yes   No    No
446     815   28264.000   No  Yes   Yes
447     687   30000.000   No   No    No
448     647     500.000   No   No   Yes
449     622  118800.000   No   No   Yes
450     599    1788.000   No   No   Yes
451     653   22800.000  Yes   No   Yes
452     734    3372.000   No   No    No
453     820  110564.000   No   No   Yes
454     679   15624.000   No   No   Yes
455     627   79534.000   No   No   Yes
456     817    9600.000   No   No   Yes
457     748   13236.192   No   No   Yes
458     685   29100.000   No   No   Yes
459     677  198000.000   No   No   Yes
460     641   52774.571   No   No    No
461     638   69278.635   No   No   Yes
462     837   21770.862   No   No   Yes
463     899   23850.000  Yes   No   Yes
464     647   11796.000   No   No    No
465     736   67000.000  Yes   No    No
466     658  267060.000   No   No   Yes
467     523   80280.000   No   No   Yes
468     666  147000.000   No   No   Yes
469     622    1200.000   No   No   Yes
470     745   91500.000   No   No   Yes
471     689  250800.000   No   No   Yes
472     845   22564.000   No   No   Yes
473     670  236000.000   No   No   Yes
474     765   46344.000   No   No   Yes
475     747       0.000   No   No    No
476     992   49000.000   No   No   Yes
477     681       0.000   No   No    No
478     767   39640.000  Yes   No   Yes
479     774   37860.000  Yes   No    No
480     644  136817.000   No   No   Yes
481     655  177000.000   No   No   Yes
482     636   53005.000  Yes   No   Yes
483     762  349000.000  Yes   No   Yes
484     772       0.000   No   No    No
485     633  131080.000   No   No   Yes
486     574  165520.000   No   No   Yes
487     767   65000.000   No   No   Yes
488     652   18002.000  Yes   No   Yes
489     648   98400.000   No   No   Yes
490     787   78400.000   No   No   Yes
491     692   91300.000   No   No    No
492     769   87000.000   No  Yes    No
493     611  140000.000   No   No   Yes
494     836   18720.000  Yes   No    No
495     667   45600.000  Yes   No   Yes
496     636  175536.000   No   No   Yes
497     643   87706.076   No   No   Yes
498     809  135000.000   No   No   Yes
499     851       0.000   No   No   Yes
500     611   22000.000  Yes   No   Yes
501     700   59040.000  Yes   No   Yes
502     794   90000.000   No   No   Yes
503     987   22800.000   No   No    No
504     894   26792.000  Yes   No    No
505     628  318283.858   No   No   Yes
506     601   72600.000  Yes   No    No
507     771   87010.000  Yes   No   Yes
508     951   10000.000  Yes   No   Yes
509     649   60924.000   No   No    No
510     756   22908.000   No   No   Yes
511     641  135000.000   No   No   Yes
512     630   99200.000   No   No    No
513     815   45455.000   No   No   Yes
514     625   47131.499  Yes   No   Yes
515     684   75520.000   No   No   Yes
516     830   46260.196   No   No    No
517    1012   19200.000  Yes   No    No
518     753   29544.000  Yes   No    No
519     855   49100.000   No   No   Yes
520     749   15000.000   No   No   Yes
521     922   15500.000   No   No   Yes
522     891   68403.000   No   No   Yes
523     702   91520.000  Yes   No    No
524     591   76000.000   No   No   Yes
525     800  119123.052   No   No    No
526     624   70512.000   No   No   Yes
527     627   72000.000   No   No   Yes
528     687  308584.288   No   No   Yes
529     579    8940.000   No   No   Yes
530     611   76464.000   No   No   Yes
531     591  235960.000   No   No   Yes
532     749   19500.000   No   No   Yes
533     903  162000.000   No   No    No
534     457      60.000   No   No    No
535     578  123759.964   No   No   Yes
536     558   64000.000   No   No    No
537     658   13032.000  Yes   No    No
538     608   75563.157   No   No    No
539     619   76000.000   No   No   Yes
540     819   42000.000   No   No    No
541     630  135024.000   No   No   Yes
542     668   20000.000   No   No   Yes
543     662   37978.774  Yes   No    No
544     626  158000.000  Yes   No    No
545     662  132036.000   No   No   Yes
546     650  285000.000   No   No    No
547     607  675800.000   No   No   Yes
548     655  111000.000  Yes   No    No
549     891   17520.000   No   No   Yes
550     602  109000.000   No   No    No
551     630    6800.000   No   No    No
552     643   32520.000   No   No    No
553     740   79974.000  Yes   No   Yes
554     636       0.000   No   No    No
555     800   42000.000  Yes   No   Yes
556     925   15920.000  Yes   No    No
557     690    2000.000   No   No    No
558     644   17424.000   No   No   Yes
559     855   48515.000   No   No   Yes
560     679   68403.000   No   No    No
561     651     300.000   No   No   Yes
562     791   12012.000   No   No   Yes
563     627  162000.000   No   No   Yes
564     677   17000.000   No   No   Yes
565     733   24836.000  Yes   No   Yes
566     685   16212.000  Yes   No   Yes
567     607   21802.756   No   No    No
568     677   90000.000   No   No   Yes
569     681   19920.000  Yes  Yes    No
570     644   50212.000  Yes   No    No
571     649   10000.000   No   No    No
572     761   10968.000   No  Yes    No
573     642   14796.000  Yes   No   Yes
574     635   55000.000   No   No   Yes
575     804  308000.000   No   No   Yes
576     678   14880.000  Yes   No   Yes
577     706  248463.477   No   No   Yes
578     620   12000.000   No   No    No
579     922   32520.000  Yes   No    No
580     715   31200.000   No   No    No
581     754   53200.000   No   No   Yes
582     635   70000.000   No   No   Yes
583     867   48000.000  Yes   No   Yes
584     566   50712.948   No   No   Yes
585     674   45760.000  Yes   No   Yes
586     641  218690.633   No   No   Yes
587     743   11604.000   No   No    No
588     616   24324.000   No  Yes   Yes
589     633   82000.000   No   No   Yes
590     791   25092.000  Yes   No    No
591     666     203.000   No   No    No
592     648  200900.000   No   No   Yes
593     635   82000.000   No   No   Yes
594     731   22416.000   No   No    No
595     747   44485.048   No   No   Yes
596     706   52600.000  Yes   No    No
597     834   27000.000   No   No    No
598     797   80800.000   No   No    No
599     556  132003.000   No   No   Yes
600     655  177000.000   No   No   Yes
601     544  196000.000   No   No    No
602     759   31000.000  Yes   No   Yes
603     886   22004.000  Yes   No    No
604     673    4772.000   No   No    No
605     664  158800.000   No   No    No
606     804       0.000  Yes   No   Yes
607     872   68240.000   No   No    No
608     644   21000.000   No   No   Yes
609     653    6216.000   No   No   Yes
610     637  147580.000   No   No   Yes
611     829   53428.000  Yes   No    No
612     988   15324.000   No   No    No
613     757   42281.000   No   No   Yes
614     656  262500.000   No   No    No
615     613   29436.000   No  Yes    No
616     622  120000.000   No   No   Yes
617     757   30500.000   No   No    No
618     514   41540.775   No   No   Yes
619     719   76033.000   No   No   Yes
620     616   19040.000   No  Yes   Yes
621     746   16800.000   No   No   Yes
622     721   16572.000  Yes   No   Yes
623     848   18231.333   No   No   Yes
624     658  336000.000  Yes   No    No
625     818   10800.000   No   No   Yes
626     651   22217.000  Yes   No    No
627     735   67000.000  Yes   No    No
628     686  103606.365  Yes   No   Yes
629     670       0.000   No   No    No
630     671   43200.000  Yes   No   Yes
631     645   45455.000  Yes   No    No
632     627    3492.000   No   No   Yes
633     646  122000.000  Yes  Yes   Yes
634     649  101156.000   No   No   Yes
635     739       0.000   No   No    No
636     591   70000.000   No   No   Yes
637     627  253820.000   No   No   Yes
638     641   59000.000   No   No   Yes
639     660   40950.000  Yes   No   Yes
640     702   28336.000   No   No   Yes
641     675  206000.000   No   No   Yes
642     597   10920.000   No   No    No
643     716   30174.637   No   No    No
644     634   43200.000  Yes  Yes    No
645     648   60819.000   No   No    No
646     649   72872.000   No   No   Yes
647     637   70000.000   No   No   Yes
648     641   21925.987  Yes   No    No
649    1053   10080.000  Yes   No    No
650     673   44000.000   No   No   Yes
651     662  111355.000   No   No    No
652     865   22256.400  Yes   No   Yes
653     677  200100.000   No   No   Yes
654     655  325480.000   No   No   Yes
655     873   48515.000  Yes   No   Yes
656     742   46000.000  Yes   No   Yes
657     684  325480.000   No   No   Yes
658     607  102000.000   No  Yes   Yes
659     629   76000.000   No   No    No
660     765   46236.000   No   No   Yes
661     729   87706.076   No   No   Yes
662     652  157820.000   No   No   Yes
663     772  276881.000  Yes   No   Yes
664     653   74000.000   No   No   Yes
665     627  263000.000   No   No   Yes
666     643   31500.000   No   No    No
667     650   75000.000   No   No   Yes
668     808   40800.000   No   No   Yes
669    1100   26008.000  Yes   No    No
670     713  131080.000  Yes   No    No
671     650    3400.000   No   No   Yes
672     844   59040.000   No   No   Yes
673     679   15254.301   No   No   Yes
674     679  109000.000   No   No   Yes
675     877   84000.000   No   No   Yes
676     782   37860.000  Yes   No    No
677     690       0.000   No   No   Yes
678     633   84400.000   No   No   Yes
679     685   50000.000   No   No   Yes
680     671   80620.000   No   No   Yes
681     684  121200.000   No   No   Yes
682     685   16212.000  Yes   No   Yes
683     770   38608.344  Yes   No   Yes
684     714   16416.000   No   No   Yes
685     670    6457.206   No   No   Yes
686     657   29040.000   No   No   Yes
687     810   30000.000   No  Yes   Yes
688     691  115000.000   No   No   Yes
689     554  535269.708   No   No   Yes
690     566  348924.754   No   No   Yes
691     750   13236.000   No   No   Yes
692     632   17796.000   No   No    No
693     637  160120.000   No   No   Yes
694     758    4644.000   No   No    No
695     780   88690.000   No   No   Yes
696     635   81184.000   No   No   Yes
697     711   92760.000   No   No   Yes
698     804   25764.286  Yes   No    No
699     635   14712.000   No   No   Yes
700     959   38220.000  Yes   No    No
701     720    3372.000   No   No   Yes
702     798     203.000  Yes   No   Yes
703     641   13824.000   No   No   Yes
704     835  389080.000   No   No    No
705     610   47960.000  Yes   No    No
706     765  175000.000   No   No   Yes
707     628  162000.000   No   No   Yes
708     815  107680.000   No   No    No
709     612  287339.246   No   No    No
710     720   29000.000  Yes   No    No
711     644   60276.000   No   No    No
712     651   13728.000  Yes   No    No
713     612  135616.756   No   No   Yes
714     666   20716.000   No   No   Yes
715     457  173051.899   No   No   Yes
716     658  182700.000   No   No   Yes
717    1052   10000.000  Yes   No    No
718     955   21200.000   No   No    No
719     680   72600.000   No   No   Yes
720     669   15345.000   No   No    No
721     641  325480.000   No   No   Yes
722     623     500.000  Yes  Yes   Yes
723     665  357000.000   No   No   Yes
724     691  312198.000   No   No   Yes
725     607  800600.000   No   No   Yes
726     638  376139.620   No   No    No
727     818   22848.000  Yes  Yes    No
728     736   13872.000  Yes  Yes   Yes
729     570  246700.000   No   No   Yes
730     677  152000.000   No   No   Yes
731     612  103000.000  Yes   No    No
732     713    2400.000  Yes   No    No
733     629  118000.000  Yes   No    No
734     685   29000.000   No   No   Yes
735     646   54240.000   No   No   Yes
736     701   68000.000  Yes   No   Yes
737     671   28680.000   No   No   Yes
738     853   98000.000   No   No   Yes
739     557  533260.399   No   No   Yes
740     882   31000.000   No   No   Yes
741     651   63915.000   No   No    No
742     686   30000.000   No   No   Yes
743     633   76000.000   No   No    No
744     677    7800.000   No   No   Yes
745     843   19248.000   No   No   Yes
746     695  189003.000   No   No    No
747     937   17832.000   No   No   Yes
748     656    3604.000  Yes   No   Yes
749     824   11840.000   No   No    No
750     658  228533.430   No   No    No
751     622    1980.000   No   No   Yes
752     650  220000.000   No   No   Yes
753     823   93200.000   No   No   Yes
754     725   13824.000   No   No   Yes
755     630   70000.000   No   No   Yes
756    1070   10920.000  Yes   No    No
757     823   37978.774   No   No   Yes
758     645   98137.254   No   No   Yes
759     660  407606.754  Yes   No   Yes
760     629  180640.000   No   No   Yes
761     653  130000.000   No   No   Yes
762     566  209782.624  Yes   No   Yes
763     861   49100.000   No   No   Yes
764     689    9208.000   No   No    No
765     862   15264.000   No   No   Yes
766     879   55000.000   No   No    No
767     618   15252.000  Yes  Yes    No
768     809  218690.633  Yes   No   Yes
769     764  637040.695   No   No   Yes
770     580  117050.000   No   No   Yes
771     628   61537.649   No   No    No
772     527  137000.000   No   No   Yes
773     615   72000.000   No   No   Yes
774     685   88689.000   No  Yes    No
775     605   17592.000   No   No    No
776     662  122012.000   No   No   Yes
777     903   17964.000   No   No    No
778     679   51200.000   No   No   Yes
779     582  127020.000   No   No   Yes
780     625   13032.000   No   No   Yes
781     662   11748.000  Yes   No    No
782     656  332712.192   No   No   Yes
783     862   37700.000  Yes   No   Yes
784     657  109120.000   No  Yes    No
785     622   49000.000   No   No   Yes
786     836   19086.000   No   No    No
787     891   30671.980  Yes   No   Yes
788     635       0.000   No   No   Yes
789     745  149048.000   No   No   Yes
790     823   13806.325   No   No    No
791     843  131080.000  Yes   No   Yes
792     686   51200.000   No  Yes   Yes
793     773   30300.000   No   No   Yes
794     636   52774.571  Yes   No   Yes
795     617   38536.101   No   No    No
796     638   96428.000  Yes   No   Yes
797     674  168000.000   No   No   Yes
798     701   14148.000   No   No   Yes
799     613  287339.246   No   No   Yes
800     675       0.000  Yes   No    No
801     681   10000.000  Yes  Yes   Yes
802     624   51000.000   No   No   Yes
803     616  105000.000   No   No    No
804     816   37079.926   No   No   Yes
805     574  418024.000  Yes   No   Yes
806     496   30598.050   No   No    No
807     642  320000.000   No   No   Yes
808     673   43760.000  Yes   No   Yes
809     679   15600.000   No   No   Yes
810     651  134000.000   No   No    No
811     980   45240.000   No   No    No
812     486   50000.000   No   No    No
813     621   21600.000   No   No   Yes
814     630  364400.000   No   No   Yes
815     663   30869.000  Yes   No   Yes
816     675   75520.000  Yes  Yes   Yes
817     669   72600.000   No   No   Yes
818    1048   19604.000   No   No   Yes
819     787   42300.000   No   No   Yes
820     866   41208.000   No   No    No
821     812   20908.000   No   No   Yes
822     644    3959.941   No   No   Yes
823     771   87000.000  Yes   No   Yes
824     418   51682.000   No   No   Yes
825     749   60000.000   No   No    No
826     663  108836.000   No   No    No
827     849   99200.000   No   No   Yes
828     642   15024.000  Yes   No   Yes
829     788   90000.000   No   No   Yes
830     635  176000.000   No   No   Yes
831     909   15600.000   No   No    No
832     614  148000.000   No   No    No
833     646   10200.000  Yes   No   Yes
834     771    1788.000  Yes   No   Yes
835     774   70000.000   No   No   Yes
836     589  109000.000   No   No   Yes
837     596   10968.000   No   No    No
838     819   23808.000  Yes   No    No
839     797   35000.000   No   No   Yes
840     609   71000.000   No   No    No
841     668   20100.000   No   No   Yes
842     760  178080.000   No   No   Yes
843     610   36682.528   No   No   Yes
844     796   19332.000   No   No   Yes
845     667  243600.000   No   No   Yes
846     570  186600.000   No   No    No
847     655  153404.000  Yes   No   Yes
848     718   39154.111  Yes   No   Yes
849     607   25274.273   No  Yes    No
850     741  145000.000   No   No   Yes
851     896   26420.000  Yes   No    No
852    1016   37978.774   No   No   Yes
853     825   37181.174   No   No    No
854     663   31616.000   No   No    No
855     621   19100.000  Yes  Yes   Yes
856     617       0.000  Yes   No    No
857     612  250800.000   No   No   Yes
858     924   37200.000   No   No    No
859     919   36024.000   No   No   Yes
860     682  133000.000   No   No   Yes
861     614  115000.000   No   No   Yes
862     804   13149.386   No   No   Yes
863     624   51311.000   No   No   Yes
864     835  383500.000   No   No    No
865     626   22846.000   No   No   Yes
866     571  164000.000   No   No   Yes
867     652  101036.000  Yes   No   Yes
868     682   89670.804   No   No   Yes
869     637   83800.000   No   No   Yes
870     615   10968.000  Yes  Yes    No
871     667  212942.661   No   No   Yes
872     622    2000.000   No   No   Yes
873    1063   21500.000  Yes   No    No
874     635  306283.154  Yes   No   Yes
875     556   46892.000   No   No   Yes
876     641   22110.000   No   No    No
877     640  308000.000   No   No   Yes
878     676  161000.000  Yes   No   Yes
879     672  383500.000   No   No   Yes
880     680   73120.000   No   No   Yes
881     655  104400.000   No   No   Yes
882     699  263279.733   No   No   Yes
883     769  122600.000  Yes   No   Yes
884     866   18049.141  Yes   No    No
885     669   13872.000   No   No    No
886     774   37800.000  Yes   No    No
887     661  100000.000   No   No   Yes
888     735   59040.000  Yes   No   Yes
889     493   33663.623  Yes   No   Yes
890     939  141276.000   No  Yes   Yes
891     656   12420.000  Yes   No   Yes
892     568   94400.000   No   No   Yes
893     772   18840.000   No   No    No
894     644  136817.000   No   No   Yes
895     569  418024.000   No   No   Yes
896     767   84600.000  Yes   No    No
897     698   47400.000  Yes   No    No
898     895   16800.000   No   No   Yes
899     576  115000.000   No   No   Yes
900     619   13806.325  Yes   No   Yes
901     608   55000.000   No   No    No
902     652  102784.980   No   No   Yes
903     968    6140.000  Yes   No   Yes
904     701   28680.000   No   No    No
905     746  101338.000   No   No   Yes
906     595  120000.000   No   No   Yes
907     735   31000.000   No   No   Yes
908     807   85000.000   No   No    No
909     640    2916.000   No   No   Yes
910     633  145000.000   No   No   Yes
911     646  238400.000   No   No   Yes
912     680   52000.000   No   No   Yes
913     706       0.000   No   No   Yes
914     833   28932.000   No   No   Yes
915     611   24960.000   No   No    No
916     620   14160.000  Yes   No   Yes
917     891   14113.430  Yes   No   Yes
918     782  118000.000  Yes   No   Yes
919     812   48200.000   No   No   Yes
920     726   11880.000   No   No   Yes
921     714   32580.000  Yes   No   Yes
922     673  276881.000   No   No   Yes
923     667    4320.000   No   No   Yes
924     711   20000.000   No   No   Yes
925     664   70020.000   No   No   Yes
926     544   48200.000  Yes   No    No
927     660   12000.000   No   No   Yes
928     668   53400.000   No   No   Yes
929     988   46793.034  Yes   No    No
930     618   12251.412   No   No    No
931     615  100960.000   No   No   Yes
932     681       0.000   No   No   Yes
933     684  327000.000   No   No   Yes
934     606  404000.000  Yes   No   Yes
935     651  200000.000   No   No    No
936     706   16320.000  Yes   No    No
937     609   70800.000   No   No    No
938     679   99000.000   No   No   Yes
939     909   30869.000  Yes   No    No
940     646   69278.635   No   No   Yes
941     641  100000.000   No   No   Yes
942     779   19380.000   No   No   Yes
943     569  188000.000   No   No    No
944     656   73537.000   No   No   Yes
945     653  356087.063  Yes   No   Yes
946     764       0.000   No   No   Yes
947     676   14796.000   No   No   Yes
948     689   15000.000   No   No   Yes
949     661  707600.000   No   No   Yes
950     855   24132.000   No   No   Yes
951    1060   19716.000   No  Yes   Yes
952     663   60200.000   No   No    No
953     862    5860.000   No   No    No
954     619  148060.000  Yes   No   Yes
955     927   19500.000   No   No    No
956     813   21000.000  Yes  Yes   Yes
957     885   69479.000  Yes   No    No
958     682    8880.000   No   No    No
959     861  212942.661   No   No    No
960     629  156204.000   No   No   Yes
961     626   35000.000   No   No   Yes
962     862   68403.000   No   No   Yes
963     629  250080.000  Yes   No   Yes
964     704   25405.000   No   No    No
965     651   22004.000  Yes   No    No
966     912   62862.000   No   No   Yes
967     661    9750.000  Yes   No    No
968     672  119008.000   No   No   Yes
969     879   55000.000   No   No    No
970     625   93809.033   No   No   Yes
971     634   59404.000   No   No   Yes
972     654   75520.000  Yes   No   Yes
973     735   56003.000   No   No   Yes
974     726   13860.000   No   No   Yes
975     642   26400.000   No   No   Yes
976     731   16392.679  Yes   No   Yes
977     698  258224.000   No   No   Yes
978     713   55000.000   No   No   Yes
979     700   23200.000   No   No   Yes
980     635  122036.000   No   No   Yes
981     894   33972.000   No   No    No
982     581  147012.000   No   No   Yes
983     643  136656.000   No   No   Yes
984     627  116500.000   No   No    No
985     663   65000.000   No  Yes    No
986     654  104400.000   No   No   Yes
987     635  135024.000   No   No   Yes
988     612  289000.000   No   No    No
989     823   12960.000   No   No   Yes
990     654   15192.000  Yes   No   Yes
991     823   13843.000   No   No    No
992     740   45000.000   No   No   Yes
993     568  289000.000   No   No   Yes
994     627   25260.000  Yes   No   Yes
995     664  129600.000   No   No   Yes
996     632  102200.000   No   No   Yes
997     733   53400.000   No   No   Yes
998     980   22000.000  Yes   No    No
999     677    7200.000   No   No   Yes
1000    619  116500.000   No   No   Yes
1001    804   52000.000  Yes   No    No
1002    621  267060.000   No   No   Yes
1003    782  118000.000  Yes   No   Yes
1004    607  711600.000   No   No   Yes
1005    862  209782.624   No   No    No
1006    590   55012.000   No   No   Yes
1007    632   12000.000   No   No   Yes
1008    885   70080.000  Yes   No    No
1009    574  164000.000   No   No   Yes
1010    620   15000.000   No   No   Yes
1011    639    8940.000   No   No   Yes
1012    752       0.000   No   No    No
1013    652  150512.000  Yes   No    No
1014    636  385000.000   No   No    No
1015    484  281000.000   No   No   Yes
1016    665  101400.000   No   No   Yes
1017    659  134000.000   No   No   Yes
1018    911   38452.000  Yes   No   Yes
1019    813  105000.000  Yes   No   Yes
1020    642  360000.000   No   No   Yes
1021    734   13097.695   No   No   Yes
1022    774   47777.107   No   No   Yes
1023    620  118000.000   No   No   Yes
1024    635  303916.197  Yes   No   Yes
1025    616  407606.754   No   No   Yes
1026    813   20820.000   No   No   Yes
1027    660  196000.000   No   No    No
1028    791   43200.000   No   No   Yes
1029    637   70080.000   No   No   Yes
1030    645    6180.000   No   No   Yes
1031    924   96267.615   No   No   Yes
1032    675  169876.000  Yes   No   Yes
1033    668   85449.191   No   No   Yes
1034    765   13824.000   No   No   Yes
1035    731   11772.000   No   No    No
1036    667   45421.000  Yes   No   Yes
1037    565   50400.000   No   No   Yes
1038    737   13527.000   No   No   Yes
1039    619  124000.000   No   No   Yes
1040    507   63000.000   No   No   Yes
1041    866   10344.000   No   No    No
1042    674  175000.000   No   No    No
1043    630  534004.000   No   No   Yes
1044    678   90000.000   No   No   Yes
1045    897   26400.000  Yes   No    No
1046    623   54026.574  Yes   No   Yes
1047    733   13208.000   No   No    No
1048    649  100900.000   No   No   Yes
1049    641   10348.000  Yes   No   Yes
1050    648  139000.000   No   No   Yes
1051    862   39132.000   No   No   Yes
1052    757   13200.000   No   No    No
1053    748   13149.386  Yes   No    No
1054    644   26880.000   No   No   Yes
1055    801   19200.000  Yes   No   Yes
1056    927   15000.000   No  Yes    No
1057    857   46020.000   No   No   Yes
1058    773   30724.000  Yes   No   Yes
1059    663   65000.000   No  Yes    No
1060    564   88690.000   No   No    No
1061    759    4688.000   No   No    No
1062    686   13884.000   No   No   Yes
1063    739    2209.000  Yes   No    No
1064    655   62000.000  Yes   No   Yes
1065    627  455012.000   No   No   Yes
1066    658  127522.562   No   No    No
1067    627  369257.048   No  Yes   Yes
1068    691  156660.000   No   No    No
1069    635   37200.000   No   No   Yes
1070    761   42300.000  Yes   No   Yes
1071    629  117012.000   No  Yes    No
1072    583  147012.000   No   No   Yes
1073    675   45421.000  Yes   No   Yes
1074    605   19381.000   No  Yes   Yes
1075    867  235960.000  Yes   No   Yes
1076    619  117050.000   No   No   Yes
1077    662   11000.000   No   No   Yes
1078    801   42200.000  Yes   No   Yes
1079    939   30780.000  Yes   No   Yes
1080    968   44000.000   No   No    No
1081    888     203.000   No   No   Yes
1082    798  126000.000  Yes   No   Yes
1083    807   84600.000   No   No    No
1084    987   12348.000   No   No   Yes
1085    733   40498.000  Yes   No    No
1086    861   15385.000   No   No   Yes
1087    628   61324.356   No   No    No
1088    629  637040.695   No   No   Yes
1089    748   13032.000   No   No   Yes
1090    662   13800.000   No   No    No
1091    711  194000.000   No   No    No
1092    591   76033.000   No   No   Yes
1093    608  100010.000   No   No    No
1094    994   20100.000   No   No    No
1095    925   11880.000   No   No   Yes
1096    643   28264.000  Yes   No    No
1097    992   23616.000   No  Yes   Yes
1098    690       0.000   No   No   Yes
1099   1027    9600.000   No   No   Yes
1100    673   44000.000   No   No   Yes
1101    688  133000.000   No   No   Yes
1102    659  277412.000   No   No   Yes
1103    684  334248.000   No   No   Yes
1104    907   44400.000   No   No   Yes
1105    739   94204.000   No   No    No
1106    572   83000.000   No   No   Yes
1107    635   31336.000   No  Yes   Yes
1108    932   30000.000   No   No    No
1109    610  188000.000   No   No   Yes
1110    764   15600.000  Yes   No    No
1111    983   15252.000   No   No    No
1112    646  148000.000   No   No   Yes
1113    735   13032.000   No   No   Yes
1114    651   94788.000   No  Yes   Yes
1115    668       0.000   No   No   Yes
1116    668    9600.000   No   No   Yes
1117    774   47520.000   No   No   Yes
1118    647     300.000   No   No   Yes
1119    617  407606.754  Yes   No   Yes
1120    654  148024.000  Yes   No   Yes
1121    686   52000.000  Yes   No   Yes
1122    618  120024.000   No   No   Yes
1123    797  145400.000   No   No   Yes
1124    634  160080.000   No   No   Yes
1125    651  104900.000   No   No   Yes
1126    781  118000.000  Yes  Yes    No
1127    645  267060.000   No   No   Yes
1128    682  285000.000   No   No   Yes
1129    580  117000.000   No   No   Yes
1130    830   17520.000   No   No   Yes
1131    567  187800.000   No   No    No
1132    618   70000.000   No   No    No
1133    665   11040.000  Yes   No   Yes
1134    767    9672.000   No   No   Yes
1135    634  160120.000   No   No   Yes
1136    674    3000.000   No   No    No
1137    653   31616.000   No   No   Yes
1138    676   30000.000   No   No   Yes
1139    784   16608.000  Yes   No   Yes
1140    652   23142.000   No   No   Yes
1141    895   17592.000   No   No   Yes
1142    566   88690.000   No   No    No
1143    685  100900.000   No   No   Yes
1144    892   14040.000  Yes   No   Yes
1145    613   60400.000   No   No   Yes
1146    653   82000.000   No   No   Yes
1147    633   25962.000   No   No    No
1148    675  110500.000  Yes   No   Yes
1149    591    3959.941   No   No    No
1150    633   80000.000   No   No    No
1151    866   25032.000  Yes   No    No
1152    623  105000.000  Yes   No   Yes
1153    717   26400.000   No   No   Yes
1154    662   11000.000   No   No   Yes
1155    823   49496.000   No   No   Yes
1156    831   50607.954  Yes   No    No
1157    873   22800.000  Yes   No    No
1158    747   11928.000  Yes   No   Yes
1159    745    1681.298   No   No   Yes
1160    641  327040.000   No   No   Yes
1161    625   67884.000  Yes   No   Yes
1162    598   84800.000   No   No   Yes
1163    758   70512.000   No   No   Yes
1164    768  113000.000   No   No   Yes
1165    676  161000.000  Yes   No   Yes
1166    783    7650.000   No   No   Yes
1167    776  276400.000  Yes   No   Yes
1168    667    4320.000   No   No   Yes
1169    624   46020.000  Yes   No   Yes
1170    670   31000.000   No   No   Yes
1171    564  484000.000   No   No    No
1172    647  106000.000  Yes   No   Yes
1173    668  218690.633   No   No   Yes
1174    655  153000.000  Yes   No   Yes
1175    963   87706.076  Yes   No    No
1176    685   12708.000  Yes   No    No
1177    644  166711.764   No   No   Yes
1178    661   66000.000   No   No   Yes
1179    668   70000.000   No   No    No
1180    663   75000.000  Yes   No   Yes
1181    669  274191.814   No   No   Yes
1182    897   66000.000  Yes   No   Yes
1183    633   14712.000   No   No    No
1184    674  343280.000   No   No   Yes
1185    645   25304.000  Yes   No    No
1186    588  129000.000   No   No   Yes
1187    643   60400.000   No   No    No
1188    609  152501.000   No   No   Yes
1189    669  145000.000   No   No   Yes
1190    643   55012.000   No   No   Yes
1191    646   50000.000   No   No    No
1192    713   13956.000   No   No   Yes
1193    817   26400.000  Yes   No    No
1194    617  175536.000   No   No    No
1195    660   20000.000   No   No   Yes
1196    772       0.000   No   No   Yes
1197    656   13527.000   No   No   Yes
1198    617   38200.000   No   No    No
1199    824  145000.000   No   No   Yes
1200    896   20574.000  Yes   No   Yes
1201    762   12348.000   No   No    No
1202    623   50000.000   No   No   Yes
1203    827   11700.000   No   No    No
1204    925  115000.000   No   No   Yes
1205    635  383500.000   No   No    No
1206    641  104208.000   No   No   Yes
1207    674  110000.000   No   No   Yes
1208    665   68664.000   No   No   Yes
1209    631   48000.000   No   No   Yes
1210    681  119000.000   No   No   Yes
1211    824   47220.000  Yes   No    No
1212    754   94788.000  Yes   No   Yes
1213    481  285000.000   No   No   Yes
1214    608   55040.000   No   No   Yes
1215    687  372036.209   No   No    No
1216    707       0.000  Yes   No   Yes
1217    638  380300.000   No   No    No
1218    757   70332.000   No   No   Yes
1219    623  137979.058  Yes   No   Yes
1220    597  120001.000   No   No   Yes
1221    670    9672.000   No   No   Yes
1222    629   99000.000   No   No    No
1223    606  404000.000  Yes   No   Yes
1224    673    2304.000   No   No   Yes
1225    758   29200.000   No  Yes   Yes
1226    627   50000.000   No  Yes    No
1227    758  182200.000   No   No   Yes
1228    792   19200.000   No   No   Yes
1229   1037    9672.000   No   No   Yes
1230    800   19040.000  Yes   No   Yes
1231    865   29700.000  Yes   No    No
1232    924   37000.000  Yes   No   Yes
1233    912   49100.000  Yes   No    No
1234    682  130252.000   No  Yes    No
1235    873   14377.649  Yes  Yes    No
1236    628   90000.000   No   No    No
1237    834    6720.000   No   No   Yes
1238    643  135000.000   No   No   Yes
1239    638   96267.615  Yes   No   Yes
1240    642  113000.000   No   No    No
1241    665  194000.000   No   No   Yes
1242    717   37079.926  Yes   No    No
1243    862   25600.000   No   No    No
1244    649  194080.000   No   No   Yes
1245    457       0.000   No   No    No
1246    758   90000.000   No   No   Yes
1247    783   27300.000   No   No   Yes
1248    677  135000.000  Yes   No   Yes
1249    766  105000.000   No   No   Yes
1250    629   98030.000   No   No    No
1251    609   80500.000  Yes  Yes   Yes
1252    597   11208.000   No   No    No
1253    643  142650.000   No   No   Yes
1254    705   16600.000  Yes   No    No
1255    675   56800.000   No   No   Yes
1256    964   13843.000  Yes   No   Yes
1257    484   33460.000  Yes   No   Yes
1258    698   13600.000  Yes   No    No
1259    639  150000.000   No   No   Yes
1260    910   16848.000   No   No    No
1261    859   66040.000   No   No   Yes
1262    576  115336.201   No   No   Yes
1263    703   61324.356   No   No   Yes
1264    666  187008.000   No   No   Yes
1265    749   16848.000  Yes   No    No
1266    645  182200.000   No   No   Yes
1267    649  110144.000   No   No   Yes
1268    688  132848.000   No   No   Yes
1269    720   24752.000  Yes   No    No
1270    589   55000.000   No   No   Yes
1271    661   71000.000  Yes   No   Yes
1272    608   55000.000   No   No    No
1273    899   30174.637  Yes   No   Yes
1274    753   78256.000   No   No   Yes
1275    840   58000.000  Yes   No   Yes
1276    619  223000.000   No   No   Yes
1277    658   40000.000   No   No   Yes
1278    666       0.000   No   No    No
1279    691  385000.000   No   No   Yes
1280    681   43000.000  Yes   No    No
1281    481       0.000   No   No    No
1282    634   10000.000   No   No   Yes
1283    621   68320.000   No   No   Yes
1284    679   20400.000  Yes   No   Yes
1285    605   14400.000   No   No   Yes
1286    754  126000.000   No   No   Yes
1287    904  308000.000   No   No   Yes
1288    712   44505.000  Yes   No   Yes
1289    799    1000.000  Yes   No   Yes
1290    649    3360.000   No   No   Yes
1291    628  186025.000   No   No   Yes
1292    673  137000.000   No   No   Yes
1293    769   70900.000   No   No   Yes
1294    650  107000.000   No   No    No
1295    569     300.000   No   No   Yes
1296    670   42300.000   No   No    No
1297    782   16748.872  Yes   No    No
1298    655   34236.000  Yes   No   Yes
1299    801   42200.000   No   No   Yes
1300    772   96004.000   No   No   Yes
1301    702  110000.000   No   No   Yes
1302    591    3600.000   No   No    No
1303    823   39928.000  Yes   No   Yes
1304    680   45060.000   No   No   Yes
1305    869   13416.000  Yes   No    No
1306    636   18000.000  Yes   No   Yes
1307    601  534004.000   No   No   Yes
1308    656   73640.000   No   No   Yes
1309    589  195000.000   No   No   Yes
1310    569       0.000   No   No   Yes
1311    638    3000.000   No   No   Yes
1312    804   10000.000   No   No   Yes
1313    675   93680.000  Yes   No    No
1314    643  106000.000  Yes   No   Yes
1315    937   25320.000  Yes   No    No
1316    476   33460.000  Yes   No   Yes
1317    676   17964.000  Yes   No   Yes
1318    644   17424.000   No   No   Yes
1319    679   75563.157   No   No   Yes
1320    713   55000.000   No   No   Yes
1321    637  200100.000   No   No   Yes
1322    722   13200.000   No   No    No
1323    619       0.000   No   No   Yes
1324   1014   36682.528  Yes   No   Yes
1325    655  819600.000  Yes   No   Yes
1326    639  150000.000   No   No   Yes
1327    812       0.000   No   No   Yes
1328    789   17661.151  Yes   No   Yes
1329    633   10080.000   No   No   Yes
1330    910   45503.939   No   No   Yes
1331    872   60340.000   No   No   Yes
1332    687  299440.000   No   No   Yes
1333    653   21001.000   No   No    No
1334    568  189000.000   No   No    No
1335    627    3600.000   No   No   Yes
1336    639   93003.000   No   No   Yes
1337    659   56000.000  Yes   No   Yes
1338    722  173000.000   No   No   Yes
1339    636   31000.000  Yes   No    No
1340    706   40950.000  Yes   No   Yes
1341    630  318283.858   No   No   Yes
1342    648   29100.000  Yes   No   Yes
1343    627  155000.000   No   No    No
1344    961  142650.000   No   No   Yes
1345    845   18278.000   No   No   Yes
1346    717   37181.174  Yes   No    No
1347    629  353005.511   No   No   Yes
1348    620  160644.000   No   No   Yes
1349    877   28264.000   No   No    No
1350    638    3820.000   No   No   Yes
1351    615   72000.000   No   No   Yes
1352    610   53400.000   No   No    No
1353    687  116500.000   No   No    No
1354    769   44485.048  Yes   No   Yes
1355    865  124589.000  Yes  Yes    No
1356    935   29436.000   No  Yes    No
1357    630   70000.000   No   No   Yes
1358    988   47520.000   No   No    No
1359    595  110000.000   No   No   Yes
1360    659   55400.000  Yes   No   Yes
1361    672   21800.000   No   No   Yes
1362    868   45784.000   No   No    No
1363    725   52774.571   No   No   Yes
1364    797  125000.000   No   No   Yes
1365    623   56000.000   No   No   Yes
1366    849   47000.000   No   No    No
1367    700   93200.000   No   No   Yes
1368    556    5812.000   No   No   Yes
1369    787  105000.000   No   No   Yes
1370    535  194127.867   No   No    No
1371    654   70000.000   No   No   Yes
1372    643  340000.000   No   No    No
1373    588   20568.000  Yes   No    No
1374    694   12360.000  Yes   No    No
1375    781   14880.000   No   No   Yes
1376    759  148320.000   No   No   Yes
1377    762  267060.000   No   No   Yes
1378    641  109000.000   No   No   Yes
1379    670       0.000   No   No    No
1380    638    3000.000   No   No   Yes
1381   1050   16757.841   No  Yes   Yes
1382    636  301201.732  Yes   No   Yes
1383   1016   12728.443  Yes   No    No
1384    900   24132.000  Yes   No   Yes
1385    657   29200.000   No   No   Yes
1386    964   54000.000  Yes   No   Yes
1387    646  149048.000   No   No   Yes
1388    613   51384.000   No   No   Yes
1389    664  130000.000   No   No   Yes
1390    863   77010.000  Yes   No   Yes
1391    848   24400.000   No   No    No
1392    660  107054.866   No   No   Yes
1393    622   89300.000  Yes   No    No
1394    689  250080.000   No   No   Yes
1395    668   40012.000   No   No   Yes
1396    629   55000.000  Yes   No    No
1397    785    7320.000   No   No   Yes
1398    626  353005.511   No   No   Yes
1399    780   19320.000   No   No   Yes
1400    818   63915.000   No   No   Yes
1401    543   49240.000  Yes   No    No
1402    652  108040.000   No   No   Yes
1403    698  124589.000   No   No   Yes
1404    617  276881.000   No   No   Yes
1405    618   53616.000   No   No   Yes
1406    640   22500.000   No   No   Yes
1407    605   17661.151   No   No    No
1408    733   53384.000   No   No    No
1409    647   35944.967   No   No   Yes
1410    607  187800.000  Yes   No   Yes
1411    568  445000.000   No   No   Yes
1412    658  124353.000  Yes   No   Yes
1413    658  128000.000   No   No    No
1414    650   67000.000   No   No   Yes
1415    645   40000.000  Yes   No   Yes
1416    794    8400.000   No   No   Yes
1417    700   93424.188   No   No   Yes
1418    637   70000.000   No   No   Yes
1419    955   57872.869   No   No    No
1420    753    3360.000  Yes   No   Yes
1421    677   75563.157  Yes  Yes   Yes
1422    621   52668.000   No   No   Yes
1423    663    2304.000   No   No   Yes
1424    625   46793.034  Yes   No   Yes
1425    650   52306.909   No   No   Yes
1426    625  217200.000   No   No    No
1427    629   76033.000   No   No    No
1428    671   13149.386   No   No    No
1429    814   50000.000  Yes   No    No
1430    647   14508.000  Yes   No    No
1431    780   84012.000   No   No   Yes
1432    641  127000.000   No   No   Yes
1433    660  194080.000   No   No   Yes
1434    693   67400.000  Yes  Yes   Yes
1435    807   41208.000   No   No   Yes
1436    887   30174.637  Yes   No   Yes
1437    644   40000.000   No   No   Yes
1438    836   17328.000  Yes   No   Yes
1439    860   38475.624   No   No    No
1440    851   25405.000  Yes   No    No
1441    635  312198.000   No   No   Yes
1442    650  285240.000   No   No    No
1443    924   22800.000   No   No    No
1444    628  181200.000   No   No    No
1445    715   40000.000   No   No   Yes
1446    640   72000.000  Yes   No   Yes
1447    638   55000.000   No   No   Yes
1448    654   98030.000   No   No    No
1449    681   24000.000   No   No   Yes
1450    653   77010.000   No   No    No
1451    670   16816.000   No   No   Yes
1452    615   56764.000  Yes   No    No
1453    706   75700.000   No  Yes   Yes
1454    619   10920.000   No   No    No
1455    637  160080.000   No   No   Yes
1456    810   95824.000   No   No   Yes
1457    739    4320.000   No   No   Yes
1458    990   13200.000  Yes   No   Yes
1459    661   99472.590   No   No   Yes
1460    556  109000.000   No   No   Yes
1461    649       0.000   No   No   Yes
1462    786    2880.000   No   No   Yes
1463    706   61200.000   No   No   Yes
1464    663    1681.298   No   No    No
1465    760    3000.000  Yes   No   Yes
1466    700   58286.511  Yes   No   Yes
1467    620  126600.000   No   No    No
1468    560  145400.000   No   No   Yes
1469    601  340000.000   No   No   Yes
1470    638   56800.000   No  Yes   Yes
1471    669  223349.581   No   No   Yes
1472    800  119220.000   No   No    No
1473    789   78500.000   No   No   Yes
1474    567  243000.000   No   No   Yes
1475    850   10344.000  Yes   No   Yes
1476    772   85488.000   No   No   Yes
1477    627 1800012.000   No   No    No
1478    707   75563.157   No  Yes   Yes
1479    992   20280.000   No   No    No
1480    643   52700.000   No   No   Yes
1481    681   89008.000   No   No    No
1482    685   55308.000   No   No   Yes
1483    635   16460.606   No  Yes   Yes
1484    774   30436.000   No   No    No
1485    630   72000.000  Yes   No   Yes
1486    607   28932.000   No   No    No
1487    760    2880.000  Yes   No   Yes
1488    564  185000.000   No   No   Yes
1489    658   83000.000   No   No   Yes
1490    652   23520.000   No   No   Yes
1491    745   51200.000   No  Yes   Yes
1492    670   19852.000   No   No    No
1493    612  123759.964   No   No   Yes
1494    787   55000.000   No   No   Yes
1495    878   45500.000   No   No    No
1496    873   50551.154   No   No   Yes
1497    679   51000.000   No   No   Yes
1498    626  211696.111   No   No    No
1499    633    3000.000  Yes  Yes    No
1500    613   60400.000   No   No   Yes
1501    797  127000.000  Yes   No   Yes
1502   1086    4688.000   No   No   Yes
1503    644   64000.000   No   No   Yes
1504    667  160644.000   No   No   Yes
1505    642   47000.000   No   No   Yes
1506    912   23184.000  Yes   No   Yes
1507    744  103000.000  Yes   No   Yes
1508    630  318283.858   No   No   Yes
1509    661  114000.000   No   No    No
1510    711       0.000   No   No   Yes
1511    862    5040.000   No   No    No
1512    635  325480.000   No   No   Yes
1513    720   93000.000   No   No   Yes
1514    671    2520.000  Yes  Yes    No
1515    601  269682.462  Yes   No   Yes
1516    679   36600.000  Yes  Yes   Yes
1517    714   16596.000   No   No   Yes
1518    668    9480.000   No   No   Yes
1519    586  101400.000   No   No   Yes
1520    671   13128.000   No   No    No
1521    930   17520.000   No   No    No
1522    799   15948.000  Yes   No    No
1523    901   15948.000   No  Yes    No
1524    638   72000.000   No   No   Yes
1525    625  157200.000   No   No   Yes
1526    623   55000.000   No   No   Yes
1527    579  126800.000   No   No   Yes
1528    745   85488.000   No   No   Yes
1529    674   72872.000   No   No   Yes
1530    663    2500.000   No   No   Yes
1531    630    6648.000   No   No    No
1532    964   10080.000   No   No    No
1533    657  124353.000  Yes   No   Yes
1534    543   68095.000   No   No    No
1535    927  115000.000   No   No   Yes
1536    687       0.000   No   No   Yes
1537    618   33020.000  Yes  Yes   Yes
1538    626  228032.000   No   No    No
1539    780   73510.000  Yes   No   Yes
1540    628   11208.000   No   No    No
1541    839   69120.000  Yes   No   Yes
1542    662   49800.000  Yes   No    No
1543    665  114656.000   No   No   Yes
1544    665   47521.893   No   No   Yes
1545    683  153000.000   No   No    No
1546    709       0.000   No   No   Yes
1547    625  303916.197   No   No   Yes
1548    989    8400.000   No   No    No
1549    797   22564.000   No   No   Yes
1550    656  180640.000   No   No   Yes
1551    868  237050.000   No   No   Yes
1552    853   10348.000   No   No   Yes
1553    836   30300.000  Yes   No   Yes
1554    868  109120.000   No   No   Yes
1555    647  110300.000   No   No   Yes
1556    626   21936.000   No   No   Yes
1557    503   30600.000   No   No    No
1558    629  102020.000   No   No   Yes
1559    691    9480.000   No   No   Yes
1560    699   85180.000   No   No    No
1561    621  276570.000   No   No   Yes
1562   1058   25260.000   No   No   Yes
1563    725   92000.000   No  Yes   Yes
1564    913   23120.000  Yes   No   Yes
1565    825   17324.000   No   No    No
1566    778     300.000  Yes   No   Yes
1567    783   70520.000   No   No    No
1568    706  129000.000   No   No   Yes
1569    649   55000.000  Yes   No   Yes
1570    692   10920.000  Yes   No    No
1571    669  277200.000   No   No   Yes
1572    669  357000.000   No   No   Yes
1573    673   23748.000  Yes   No   Yes
1574    610   37700.000   No   No    No
1575    623   21770.862   No   No   Yes
1576    746   14160.000   No   No   Yes
1577    791   43000.000   No   No   Yes
1578    621   21600.000   No   No   Yes
1579    619     804.000   No  Yes    No
1580   1008  155580.000   No   No   Yes
1581    675  150000.000   No   No   Yes
1582    791   33460.000  Yes   No    No
1583    914   18048.000   No   No    No
1584    864   29600.000  Yes   No    No
1585    662   44485.048  Yes   No    No
1586    486  280020.000   No   No   Yes
1587    778   25320.000  Yes   No   Yes
1588    624   72872.000   No   No   Yes
1589    678   67000.000   No   No   Yes
1590    689  168400.000   No   No    No
1591    844   58286.511  Yes   No    No
1592    655  100315.000   No   No    No
1593    656   50000.000   No   No   Yes
1594    642   26268.000   No   No   Yes
1595    746   45152.000   No   No   Yes
1596    841   25600.000  Yes   No    No
1597    651   73000.000   No   No   Yes
1598    633   10000.000   No   No   Yes
1599    617   18030.697   No   No   Yes
1600    725   30332.902   No   No   Yes
1601    659   29576.000  Yes   No    No
1602    839  119000.000   No   No    No
1603    649  145200.000   No   No   Yes
1604    776  276400.000  Yes   No   Yes
1605    626  130000.000   No   No    No
1606    666   55308.000   No   No    No
1607    746   29700.000   No   No   Yes
1608    616  402720.000   No   No   Yes
1609   1022    9600.000   No   No   Yes
1610    755   21708.000  Yes  Yes    No
1611    633  285240.000   No   No   Yes
1612    644   64376.000   No   No   Yes
1613    597  110000.000   No   No   Yes
1614    619       0.000   No   No   Yes
1615    665   96004.000  Yes   No   Yes
1616    640  299440.000   No   No   Yes
1617    678  325480.000   No   No   Yes
1618    611  155000.000   No   No   Yes
1619    607   27600.000   No  Yes   Yes
1620    648   74020.000   No   No    No
1621    612  102929.000  Yes   No    No
1622    657   18840.000   No   No   Yes
1623    625       0.000   No   No   Yes
1624    758   10920.000   No  Yes    No
1625   1048   34800.000   No   No    No
1626    650  281000.000   No   No    No
1627    729  102200.000   No   No   Yes
1628    808     250.000   No   No   Yes
1629    638  378052.138   No   No    No
1630    769   15948.000  Yes   No   Yes
1631    633  360000.000   No   No   Yes
1632    653   19040.000   No   No   Yes
1633    622    1980.000   No   No   Yes
1634    707   16320.000   No   No    No
1635    772   19852.000   No   No   Yes
1636    619       0.000   No   No   Yes
1637    706  212942.661  Yes   No   Yes
1638    591   76000.000   No   No   Yes
1639    659  194127.867   No   No    No
1640    648   50000.000   No   No    No
1641    622   12660.000  Yes   No   Yes
1642    918   40410.370   No   No    No
1643    711   20000.000   No   No   Yes
1644    819   89008.000   No   No   Yes
1645    648    5484.000   No   No   Yes
1646    643   21120.000   No   No   Yes
1647    621  244738.170   No   No   Yes
1648    631   83000.000   No   No    No
1649    631  135000.000   No   No   Yes
1650    684   62862.000   No   No   Yes
1651    632  165236.000   No   No   Yes
1652    767   55308.000   No   No    No
1653    657       0.000   No   No    No
1654    651     480.000   No   No   Yes
1655    747   12168.000  Yes   No   Yes
1656    737   28104.000  Yes   No    No
1657    664  130244.000   No   No   Yes
1658    676   87000.000   No   No   Yes
1659    634   10080.000   No   No   Yes
1660    623  114820.000   No   No   Yes
1661    531  535269.708   No   No    No
1662    942   23808.000  Yes   No   Yes
1663    637   28680.000  Yes   No    No
1664    476   50000.000   No   No    No
1665    969    3492.000   No   No   Yes
1666    676  212117.637   No   No   Yes
1667    805   46000.000  Yes   No   Yes
1668    642  347933.333   No   No   Yes
1669    771   87000.000  Yes   No   Yes
1670    616  194080.000   No   No   Yes
1671    597   90000.000   No   No   Yes
1672    903   27948.000  Yes   No   Yes
1673    621  104400.000   No   No   Yes
1674    839   50000.000   No   No   Yes
1675    641  175601.000   No   No   Yes
1676    925   16212.000  Yes   No    No
1677    793   38220.000   No  Yes   Yes
1678    609  189003.000  Yes   No   Yes
1679    619   76000.000   No   No   Yes
1680    579  124589.000   No  Yes   Yes
1681    605  210000.000  Yes   No    No
1682    668    9840.000   No   No   Yes
1683    649   72180.000  Yes   No   Yes
1684    605   25249.061   No  Yes    No
1685    713   58469.605   No   No   Yes
1686    637  228032.000   No   No   Yes
1687    663  109000.000   No   No    No
1688    888   24112.000   No   No   Yes
1689    649   75510.095  Yes   No   Yes
1690    839   51539.746   No   No   Yes
1691    625  510720.000   No   No   Yes
1692    644   20908.000   No   No   Yes
1693    650  115000.000   No   No    No
1694    635    4375.497  Yes   No    No
1695    640   40048.000   No   No    No
1696    806   53428.000  Yes   No    No
1697    638   15048.000   No   No    No
1698    625   93000.000   No   No   Yes
1699    687       0.000   No   No   Yes
1700    612  289000.000  Yes   No    No
1701    607  770537.149   No   No   Yes
1702    637   60000.000   No   No    No
1703    811   15048.000   No   No   Yes
1704    617   74300.000   No   No    No
1705    625  310440.000   No   No   Yes
1706    717    2136.000   No   No   Yes
1707    788   90000.000  Yes   No   Yes
1708    595  202312.000   No   No   Yes
1709    804  299440.000   No   No   Yes
1710    667   21760.000   No  Yes   Yes
1711    628  117050.000   No   No   Yes
1712    731  233054.000  Yes   No    No
1713    725   92000.000   No  Yes   Yes
1714    714  153404.000  Yes   No   Yes
1715    626   17424.000   No   No    No
1716    781   28717.537   No   No    No
1717   1007   18049.141  Yes   No    No
1718    837       0.000  Yes   No    No
1719    611   77010.000   No   No   Yes
1720    677  218690.633   No   No   Yes
1721    898   36600.000   No   No    No
1722    903   27524.000   No   No    No
1723    719   26420.000   No   No   Yes
1724    754   79000.000   No   No   Yes
1725    892   43760.000   No   No   Yes
1726    691   31200.000   No   No    No
1727    619     750.000   No  Yes    No
1728    613   30000.000  Yes   No    No
1729    754   53384.000   No   No   Yes
1730    729   33020.000   No   No   Yes
1731    643   13488.000   No   No   Yes
1732    649   52774.571   No   No   Yes
1733    590  109000.000   No   No   Yes
1734    676  185000.000   No   No   Yes
1735    888       0.000   No   No   Yes
1736    586  124589.000   No  Yes   Yes
1737    655  120000.000   No   No   Yes
1738    686  379754.958   No   No    No
1739    673       0.000   No  Yes   Yes
1740    654  130252.000   No   No    No
1741    972  225012.000  Yes   No    No
1742    490  200100.000  Yes   No   Yes
1743    642  111600.000   No   No   Yes
1744    618   12300.000   No   No    No
1745    656  110752.000   No   No   Yes
1746    666   50000.000   No   No   Yes
1747    651   73283.240   No   No   Yes
1748    794   80500.000  Yes   No   Yes
1749    520  534004.000   No   No    No
1750    804   87000.000   No   No    No
1751    671   11748.000   No  Yes   Yes
1752    603  103606.365   No   No   Yes
1753    660  134952.000   No   No   Yes
1754    681    5000.000  Yes  Yes   Yes
1755    608  100000.000   No   No    No
1756    706   33036.000   No   No    No
1757    908   62000.000   No   No   Yes
1758    671    2400.000  Yes  Yes    No
1759    636   87750.000   No   No   Yes
1760    770   38536.101  Yes   No   Yes
1761    800   25260.000  Yes   No   Yes
1762    706       0.000  Yes   No   Yes
1763    476   46656.000  Yes   No   Yes
1764    988   15920.000  Yes   No    No
1765    725   20648.000  Yes   No    No
1766    756   40498.000  Yes   No   Yes
1767    674    5760.000   No   No   Yes
1768    879   24960.000   No   No    No
1769    703   61200.000   No   No   Yes
1770    721    3480.000   No   No   Yes
1771    701   28600.000   No   No    No
1772    922    2500.000   No   No    No
1773    721    3576.000   No   No   Yes
1774    780   10968.000  Yes   No    No
1775    656   55040.000   No   No   Yes
1776    674    5000.000   No   No   Yes
1777    636   31200.000  Yes   No    No
1778    656  257212.000   No   No    No
1779    840  131020.000  Yes   No   Yes
1780    735   20000.000  Yes   No   Yes
1781    748    1000.000  Yes   No    No
1782    635   70512.000   No   No   Yes
1783    738   79000.000  Yes   No    No
1784    658   24112.000  Yes  Yes    No
1785    817   50607.954   No   No   Yes
1786    683   67000.000   No   No   Yes
1787    776   36600.000  Yes   No   Yes
1788    685   12600.000  Yes  Yes    No
1789    688   21048.000  Yes   No   Yes
1790    699   21600.000  Yes   No    No
1791    676  407606.754   No   No   Yes
1792    635   37181.174   No   No   Yes
1793    660   22763.401  Yes   No   Yes
1794    895    9672.000   No   No    No
1795    684 1015012.000   No   No   Yes
1796    637   28637.869  Yes   No    No
1797    721   24600.000  Yes   No    No
1798    616   60475.000   No   No   Yes
1799    861  209782.624   No   No    No
1800    650   52700.000   No   No   Yes
1801    640   78764.000  Yes   No   Yes
1802    635   51700.000   No   No   Yes
1803    995   15826.395   No   No    No
1804    798   15624.000   No   No    No
1805    654   91520.000   No  Yes    No
1806    543  108112.000  Yes   No   Yes
1807    876   83600.000   No   No   Yes
1808   1045   34674.064   No   No    No
1809    624   52000.000   No   No    No
1810    612  186600.000   No   No   Yes
1811    609   99472.590   No   No   Yes
1812    739   50212.000  Yes   No   Yes
1813    684       0.000   No   No   Yes
1814    607   42000.000   No   No   Yes
1815    814   18231.333  Yes   No    No
1816    712  175000.000   No   No   Yes
1817    621  114656.000   No   No   Yes
1818    635   14400.000   No   No   Yes
1819    661   10252.000   No   No    No
1820   1097   25800.000  Yes   No    No
1821    610   71000.000   No   No    No
1822    638  369257.048   No   No    No
1823    627   10000.000   No   No   Yes
1824    658   13200.000  Yes   No    No
1825    689  148060.000   No   No   Yes
1826    638   96428.000  Yes   No   Yes
1827    658  191000.000   No   No   Yes
1828    630   82020.000   No   No   Yes
1829    671  133000.000   No   No   Yes
1830    618   15160.000   No   No   Yes
1831    624   72600.000   No   No   Yes
1832    924   15048.000   No  Yes    No
1833    682  340000.000   No   No    No
1834    523   54652.000  Yes   No    No
1835    886   70060.000  Yes   No    No
1836    667  223349.581   No   No   Yes
1837    713    8000.000   No  Yes   Yes
1838    636  303916.197   No   No   Yes
1839    624  123320.000  Yes   No   Yes
1840    909   62412.000   No   No    No
1841    756   51253.000   No   No   Yes
1842    656  124589.000  Yes   No   Yes
1843    891  308584.288   No   No   Yes
1844    791   35000.000   No   No   Yes
1845    682  344000.000   No   No    No
1846    911   27450.000   No   No   Yes
1847    778   27140.000   No   No   Yes
1848    646   72872.000   No   No   Yes
1849    650  115000.000   No   No   Yes
1850    654   12000.000   No   No   Yes
1851    671  132036.000   No   No   Yes
1852    527   42000.000   No   No   Yes
1853    797   12000.000  Yes   No    No
1854    646   33204.000  Yes   No   Yes
1855    767   53384.000  Yes   No   Yes
1856    838   51700.000   No   No   Yes
1857    810   30000.000   No  Yes   Yes
1858    778   18895.000  Yes  Yes   Yes
1859    680   45000.000   No   No   Yes
1860    631    3900.000   No   No   Yes
1861    988   12420.000   No   No   Yes
1862    627  236000.000   No   No    No
1863    629   31200.000   No   No   Yes
1864    630   72000.000  Yes   No   Yes
1865    828   65000.000   No   No    No
1866    647   60400.000   No   No    No
1867    836  112500.000  Yes   No   Yes
1868    631   33800.000   No   No   Yes
1869    830   17650.000   No   No   Yes
1870    684   17412.000  Yes   No    No
1871    842   44485.048  Yes   No   Yes
1872    499   30600.000   No   No    No
1873    654  153404.000  Yes   No   Yes
1874    632   30000.000  Yes   No    No
1875    545  188000.000   No   No   Yes
1876    650  102000.000   No   No   Yes
1877    596  120000.000   No   No   Yes
1878    868   13368.000  Yes   No    No
1879    722   53400.000   No   No   Yes
1880    654   98030.000   No   No    No
1881   1081   96351.675   No   No   Yes
1882    564  455562.777   No   No   Yes
1883    564  106000.000   No   No   Yes
1884    648  134000.000   No   No    No
1885    758  177000.000   No   No   Yes
1886    808       0.000   No   No   Yes
1887    638   13070.612  Yes   No   Yes
1888    989   15600.000   No   No    No
1889    927  110300.000   No   No   Yes
1890    824   13860.000   No   No    No
1891    643   60200.000   No   No    No
1892    639   43270.000  Yes  Yes    No
1893    636   51682.000  Yes  Yes   Yes
1894    972   35944.967  Yes   No    No
1895    892   30600.000  Yes   No   Yes
1896    626   40100.000   No   No    No
1897    609   99472.590   No   No   Yes
1898    960   15500.000  Yes   No   Yes
1899    605  102680.000   No   No   Yes
1900    634  126000.000   No   No   Yes
1901    637  102000.000   No   No   Yes
1902    566  430400.000   No   No   Yes
1903    951   18400.000  Yes   No   Yes
1904   1016   20880.000   No   No    No
1905    607   70800.000   No   No    No
1906    635   84012.000   No   No    No
1907    627  180112.000   No   No    No
1908    616   22217.000   No   No   Yes
1909    633   41208.000  Yes   No    No
1910    758    4688.000   No   No    No
1911    669   14040.000   No   No    No
1912    740   17328.000   No   No   Yes
1913    641   58469.605   No   No   Yes
1914    669   70000.000   No   No   Yes
1915    656   73640.000   No   No   Yes
1916    856       0.000   No   No   Yes
1917    783   27140.000   No   No   Yes
1918    811   65600.000   No   No   Yes
1919    652   70000.000   No   No   Yes
1920    676    6260.000   No   No   Yes
1921    670       0.000   No   No    No
1922    601  205002.000   No   No   Yes
1923    771   31850.000   No   No   Yes
1924    617   17796.000   No   No   Yes
1925    833   27450.000   No   No    No
1926    653  229120.000   No   No    No
1927    619  407606.754  Yes   No   Yes
1928    955    1000.000   No   No   Yes
1929    841   30332.902  Yes   No   Yes
1930    823    3000.000   No   No    No
1931    662  122036.000  Yes   No   Yes
1932    670       0.000   No   No    No
1933    774  485600.000   No   No   Yes
1934    613   40000.000   No   No   Yes
1935    656   13608.000   No   No   Yes
1936    823   31080.000   No   No   Yes
1937    803  117228.000  Yes   No   Yes
1938    726   15252.000  Yes   No    No
1939    708   38220.000   No   No   Yes
1940    566  510720.000   No   No    No
1941    656   40632.000   No   No   Yes
1942    630    6800.000   No   No    No
1943    687  190420.000   No   No    No
1944    649  198000.000   No   No   Yes
1945    611    3959.941   No   No    No
1946    883   18231.333  Yes   No    No
1947    567  430400.000   No   No   Yes
1948    619  117000.000   No   No   Yes
1949    722   50607.954   No   No    No
1950    647   13806.325   No   No    No
1951    773   55000.000   No   No    No
1952    655   29700.000   No   No   Yes
1953    722   13097.695   No   No    No
1954    643   37836.000  Yes   No    No
1955    685   60000.000  Yes   No   Yes
1956    666   17952.000   No   No    No
1957    891   75700.000  Yes   No    No
1958    740    2000.000  Yes   No    No
1959    651   28000.000   No   No    No
1960    677   70000.000   No   No   Yes
1961    768    3600.000   No   No   Yes
1962    780   83600.000   No   No   Yes
1963    925   14796.000   No  Yes    No
1964    595  199200.000   No   No   Yes
1965   1066   12492.000   No   No   Yes
1966   1200   18108.000   No  Yes   Yes
1967    617  486747.804   No   No    No
1968    658   71240.000  Yes  Yes   Yes
1969    845   72000.000   No   No   Yes
1970    676  120864.000   No   No    No
1971   1093   18300.000   No  Yes   Yes
1972    816   21760.000  Yes   No    No
1973    631    4000.000   No   No   Yes
1974    656    3240.000  Yes   No   Yes
1975    730   24960.000   No   No    No
1976    643   60276.000   No   No    No
1977    630    7000.000   No   No    No
1978    656   13416.000   No   No   Yes
1979    701  175000.000   No   No   Yes
1980    627   25308.000  Yes   No   Yes
1981    939   15600.000   No   No   Yes
1982    633  238400.000   No   No    No
1983    926   94400.000  Yes   No   Yes
1984    865   12660.000   No   No   Yes
1985    768  124589.000  Yes   No    No
1986    642   60340.000   No   No    No
1987    670  168400.000   No   No   Yes
1988    852   10197.776   No   No   Yes
1989    747   80280.000  Yes   No   Yes
1990    680   44600.000   No   No   Yes
1991    794    2760.000   No   No    No
1992    676  168000.000  Yes   No   Yes
1993    635    1980.000   No   No    No
1994    605  178080.000   No   No   Yes
1995    564   80724.000   No   No   Yes
1996    679   52000.000   No   No    No
1997    820  110300.000   No   No   Yes
1998    704    3600.000   No   No    No
1999    636   38000.000  Yes   No    No
2000    646   53428.000   No   No    No
2001    638    2700.000   No   No   Yes
2002    622   12728.443  Yes   No   Yes
2003    972   25249.061   No   No   Yes
2004    685  155000.000   No   No   Yes
2005    655  154000.000   No   No   Yes
2006    990       0.000   No  Yes    No
2007    773   47400.000   No   No   Yes
2008    662   33484.000  Yes   No    No
2009    912   45421.000   No   No   Yes
2010    729  186600.000   No   No    No
2011    784    2149.000   No   No   Yes
2012    680  194000.000   No   No    No
2013    887   30500.000  Yes   No   Yes
2014    664   92760.000   No   No   Yes
2015    651  175012.000   No   No    No
2016    666  175012.000   No   No    No
2017    791  165000.000  Yes   No   Yes
2018    615  281000.000   No   No   Yes
2019    620   70177.547   No   No   Yes
2020    664  129667.915   No   No   Yes
2021    891   24000.000  Yes   No   Yes
2022    638   12782.635   No   No   Yes
2023    612  192120.000   No   No   Yes
2024    860   44302.496  Yes   No   Yes
2025    658  779800.000  Yes   No   Yes
2026    669   94204.000   No   No   Yes
2027    674  248463.477   No   No   Yes
2028    677   51384.000  Yes   No    No
2029    821   88800.000   No   No   Yes
2030    925   25200.000  Yes   No    No
2031    656   24112.000  Yes  Yes    No
2032    782  484000.000   No   No   Yes
2033    746    8662.000   No  Yes    No
2034    382   31000.000   No   No    No
2035    677    6960.000   No   No   Yes
2036    382  171520.000   No   No   Yes
2037    649  117000.000  Yes  Yes   Yes
2038    752   44485.048   No   No   Yes
2039    704    2000.000   No   No    No
2040    860   66040.000   No   No   Yes
2041    729   22256.400   No   No    No
2042    810   34674.064  Yes   No    No
2043    844   47960.000  Yes   No    No
2044    671  160040.000   No   No    No
2045    632   18000.000   No   No    No
2046    812   46000.000   No   No   Yes
2047    635   87680.000   No   No   Yes
2048    627  129600.000  Yes   No   Yes
2049    639    4848.000  Yes   No   Yes
2050    650   75280.000   No   No   Yes
2051    773   15624.000   No   No   Yes
2052    804   13070.612   No   No   Yes
2053    635   30000.000  Yes   No    No
2054    636   52600.000   No   No   Yes
2055    675   15480.000   No   No    No
2056    667   18000.000  Yes   No   Yes
2057    601   55212.000   No   No    No
2058    949   12372.000   No   No   Yes
2059    503   79000.000   No   No    No
2060    660   20100.000  Yes   No   Yes
2061    648   83204.000   No   No    No
2062    653  130000.000   No   No   Yes
2063    531  136656.000   No   No   Yes
2064    669    8000.000  Yes   No    No
2065    617   10344.000   No   No    No
2066    683  133000.000   No   No   Yes
2067    672   67500.000   No   No    No
2068    647   72000.000  Yes   No   Yes
2069    771   15948.000   No   No   Yes
2070    837   45600.000   No   No   Yes
2071    619   49100.000  Yes   No   Yes
2072    567  130000.000   No   No   Yes
2073    711   85449.191   No   No    No
2074    868   10476.000   No   No    No
2075    621  114656.000   No   No   Yes
2076    684       0.000   No   No   Yes
2077    738   13208.000  Yes   No   Yes
2078   1012   25260.000   No   No   Yes
2079   1053   26400.000   No   No    No
2080    566   88612.000   No   No    No
2081    779       0.000   No   No    No
2082    667  223000.000   No   No   Yes
2083    602   87010.000   No   No   Yes
2084    573  178528.000   No   No   Yes
2085    924   22636.000   No   No    No
2086    745   80800.000  Yes   No   Yes
2087    823   31963.035   No   No   Yes
2088    644   12420.000   No   No    No
2089    637   83600.000   No   No   Yes
2090    661    6457.206  Yes   No   Yes
2091    837   50000.000   No   No   Yes
2092    812   90000.000   No   No   Yes
2093    749   13200.000  Yes   No    No
2094    788  148320.000  Yes   No   Yes
2095    674  637040.695   No   No   Yes
2096    816   50761.000   No   No   Yes
2097    677  175000.000  Yes   No    No
2098    891   18300.000  Yes   No   Yes
2099    624  120001.000   No   No   Yes
2100    418   72000.000   No   No   Yes
2101    775  380300.000   No  Yes   Yes
2102    674  233000.000   No   No   Yes
2103    833   14400.000   No  Yes   Yes
2104    763  148320.000   No   No   Yes
2105    605  178528.000   No   No   Yes
2106   1093   10000.000   No   No    No
2107    605   60000.000   No   No   Yes
2108    774   28266.534   No   No    No
2109   1100    6648.000   No   No   Yes
2110    784   49400.000  Yes   No   Yes
2111    650  102784.980  Yes   No   Yes
2112    597  110000.000   No   No   Yes
2113    791   17412.000   No   No   Yes
2114    586  131016.000   No   No    No
2115    797       0.000  Yes   No   Yes
2116    657  127522.562   No   No   Yes
2117    618   87000.000  Yes   No   Yes
2118    691   68000.000  Yes   No   Yes
2119    669   70012.000   No   No   Yes
2120    653  130252.000   No   No   Yes
2121    627   25304.000  Yes   No   Yes
2122    767   85000.000  Yes   No    No
2123    642   47000.000   No   No   Yes
2124   1008  208000.000  Yes   No    No
2125    597   85012.000   No   No   Yes
2126    669   94000.000   No   No   Yes
2127    591   70000.000   No   No   Yes
2128    722  320000.000   No   No   Yes
2129    660  194080.000   No   No   Yes
2130    629   15948.000   No   No    No
2131    655   18800.000   No   No   Yes
2132    903   27600.000   No   No    No
2133    837   17388.000  Yes   No   Yes
2134    840   14508.000   No   No    No
2135    657   72000.000   No   No    No
2136    722   53400.000   No   No   Yes
2137    925   12012.000   No   No   Yes
2138    685  238400.000   No   No   Yes
2139    613   33344.000  Yes   No   Yes
2140    595   90000.000   No   No   Yes
2141    653  130252.000   No   No   Yes
2142    760   13236.192   No   No   Yes
2143    508  117000.000   No   No   Yes
2144    683  109000.000   No   No   Yes
2145    780    6552.000  Yes  Yes   Yes
2146    670    2149.000   No   No   Yes
2147    666   50000.000   No   No   Yes
2148    610  267060.000   No   No   Yes
2149    783   20000.000  Yes   No    No
2150    933   23748.000   No   No    No
2151    614  139200.000   No   No    No
2152    630  237050.000   No   No   Yes
2153    611     600.000   No   No   Yes
2154    626       0.000   No   No   Yes
2155    611  707600.000   No   No   Yes
2156    618   11000.000  Yes  Yes    No
2157    670   12251.412   No   No   Yes
2158    609  100000.000   No   No   Yes
2159    893       0.000  Yes   No   Yes
2160    811   65982.336   No   No   Yes
2161    646   69278.635   No   No   Yes
2162    658   37079.926   No   No   Yes
2163    669   29040.000   No   No    No
2164    941   30600.000  Yes   No   Yes
2165    675   49240.000   No   No   Yes
2166    633       0.000  Yes   No    No
2167    643   51600.000  Yes   No   Yes
2168    939   15345.000   No   No   Yes
2169    651   14160.000   No   No   Yes
2170    772   20088.000   No   No   Yes
2171    836   16800.000   No   No    No
2172    641  594000.000   No   No   Yes
2173    686  155180.000   No   No   Yes
2174    537  380300.000   No   No    No
2175    678   90000.000   No   No   Yes
2176    556  145000.000   No   No   Yes
2177    836   19200.000   No   No    No
2178    748   40012.000   No   No   Yes
2179    995   16000.000   No   No    No
2180    613  121200.000   No   No   Yes
2181    674    1000.000   No   No    No
2182    649   52700.000   No   No   Yes
2183    622  194000.000   No   No   Yes
2184    611  103000.000   No   No    No
2185    622  120000.000   No   No   Yes
2186    678  332600.000   No   No   Yes
2187    645   31963.035   No   No   Yes
2188    680  353005.511   No   No   Yes
2189    663  109120.000   No   No    No
2190    680   23808.000   No   No    No
2191    539  120000.000   No   No   Yes
2192    657   23748.000  Yes   No   Yes
2193    621  134188.000   No   No   Yes
2194    745  100480.000  Yes   No    No
2195    809  135000.000   No   No   Yes
2196    662  121200.000   No   No   Yes
2197    652   49800.000   No   No   Yes
2198    684   22776.000  Yes   No   Yes
2199    849       0.000  Yes   No   Yes
2200    714  228533.430   No   No   Yes
2201    642   15000.000  Yes   No   Yes
2202    663   42200.000  Yes   No    No
2203    638   72201.000   No   No   Yes
2204    829   93480.000   No   No   Yes
2205    818   22800.000  Yes  Yes    No
2206    746    9000.000   No   No    No
2207    614  147000.000   No   No   Yes
2208    623  250080.000   No   No   Yes
2209    620  118000.000   No   No   Yes
2210    773   31800.000   No   No   Yes
2211    559   34610.000   No   No   Yes
2212    645   45240.000  Yes   No    No
2213    673    2500.000   No   No   Yes
2214    622  119008.000   No   No    No
2215    612  124589.000   No  Yes   Yes
2216    644   18300.000  Yes   No    No
2217    850   45500.000   No   No   Yes
2218    606   40000.000   No   No   Yes
2219    725  175000.000   No   No   Yes
2220    622  276400.000   No   No   Yes
2221    683  137000.000   No   No   Yes
2222    641   17964.000  Yes   No   Yes
2223    672  140200.000   No   No   Yes
2224    628  178528.000   No   No   Yes
2225    649   73510.000   No   No    No
2226    623   19650.320   No   No    No
2227    769  122000.000  Yes   No   Yes
2228    554  145400.000   No   No   Yes
2229    780   73848.000  Yes   No   Yes
2230    657  124517.822  Yes   No   Yes
2231    632   12000.000   No   No   Yes
2232    687  190420.000   No   No   Yes
2233    624   50000.000   No   No   Yes
2234    631   44600.000   No   No   Yes
2235    626  118000.000  Yes   No    No
2236    652   82150.000   No   No   Yes
2237    626  129667.915   No   No    No
2238    914    6480.000   No   No    No
2239    666   55000.000   No   No    No
2240    768   87010.000   No   No    No
2241    610   47484.000  Yes   No    No
2242    837   50000.000   No   No   Yes
2243    644     804.000   No  Yes    No
2244    636  366280.000   No   No   Yes
2245    902   10707.000  Yes   No   Yes
2246    627  130000.000  Yes   No   Yes
2247    673   10000.000   No   No    No
2248    615   72201.000   No   No   Yes
2249    599    5040.000   No   No    No
2250    670  157200.000   No   No   Yes
2251    661  317000.000  Yes   No   Yes
2252    900   84012.000   No   No   Yes
2253    626   31850.000  Yes   No   Yes
2254    721  254000.000   No   No   Yes
2255    586  127000.000   No   No   Yes
2256    660   71240.000  Yes  Yes   Yes
2257    945   31235.000  Yes   No    No
2258    760   30332.902   No   No    No
2259    627   50212.000   No  Yes    No
2260    676   49100.000   No   No   Yes
2261    708       0.000  Yes   No   Yes
2262    623     300.000  Yes  Yes   Yes
2263    988       0.000   No   No   Yes
2264    672   19380.000   No   No   Yes
2265    414   72180.000   No   No   Yes
2266    657  540000.000   No   No   Yes
2267    811   10236.000  Yes   No   Yes
2268    643       0.000  Yes   No   Yes
2269    834    6812.000   No   No   Yes
2270    607  189003.000   No   No   Yes
2271   1040   14241.000  Yes   No   Yes
2272    657  130000.000   No   No   Yes
2273    649  107000.000   No   No    No
2274    685   60050.000  Yes   No   Yes
2275    768   71080.000   No   No   Yes
2276    628  106000.000   No   No   Yes
2277    603  152000.000   No   No   Yes
2278    778   25300.000  Yes   No   Yes
2279    762   19040.000   No   No   Yes
2280    648   95000.000   No  Yes   Yes
2281    674  172000.000   No   No    No
2282    714   32580.000  Yes   No   Yes
2283    716   30000.000   No   No    No
2284    634   26000.000   No   No    No
2285    749   22534.000  Yes   No   Yes
2286    879   18226.344  Yes   No   Yes
2287   1066   48366.581   No   No   Yes
2288    682   89670.804   No   No   Yes
2289    855   44485.048   No   No   Yes
2290    716   96000.000   No   No   Yes
2291    735   20000.000  Yes   No   Yes
2292    545   35000.000  Yes   No    No
2293    698   88800.000  Yes   No   Yes
2294    816   92856.000  Yes   No   Yes
2295   1108   94641.197  Yes   No   Yes
2296    788   25304.000  Yes   No    No
2297    619   10920.000   No   No    No
2298    657  128435.835   No   No   Yes
2299    637   28264.000  Yes   No    No
2300    722   25304.000  Yes   No    No
2301    629   49400.000   No   No    No
2302    649   78256.000   No   No    No
2303    803   80000.000   No   No   Yes
2304    631   49501.000   No   No    No
2305    780   11052.000  Yes   No    No
2306    616   68664.000   No   No   Yes
2307    860   75500.000  Yes   No    No
2308    636   16824.000   No   No   Yes
2309    551  101156.000  Yes   No   Yes
2310    629   80000.000  Yes   No   Yes
2311    663   28036.000   No   No   Yes
2312    947  141276.000   No   No   Yes
2313    753    8640.000   No  Yes    No
2314   1082   21716.000  Yes   No    No
2315    685   94796.000   No   No   Yes
2316    804   10200.000   No   No   Yes
2317    804       0.000   No   No   Yes
2318    633   80000.000   No   No    No
2319    685   60000.000  Yes   No   Yes
2320    639  327000.000   No   No   Yes
2321    653  227901.215   No   No    No
2322    753    8400.000   No  Yes    No
2323    619  237000.000   No   No   Yes
2324    912   83600.000  Yes   No   Yes
2325    759   31235.000  Yes   No   Yes
2326    645  243000.000   No   No   Yes
2327    661   25000.000   No   No   Yes
2328    648    2311.393   No   No   Yes
2329    765    1000.000   No   No   Yes
2330    608  218032.013   No   No   Yes
2331    820   40498.000  Yes   No   Yes
2332    613  101338.000   No   No   Yes
2333    665    6960.000   No   No    No
2334    709   25962.000   No   No    No
2335    637   93480.000   No   No   Yes
2336    839   51000.000   No  Yes   Yes
2337    955   12408.000  Yes   No   Yes
2338    896   31235.000  Yes  Yes   Yes
2339    643   16320.000   No   No   Yes
2340    623   76000.000   No   No   Yes
2341    815   57500.000   No   No   Yes
2342    650   20008.604   No   No   Yes
2343    614  526192.000   No   No   Yes
2344    655  127840.000   No   No   Yes
2345    666  188000.000   No   No   Yes
2346    806   40498.000   No   No   Yes
2347    626   46000.000  Yes   No   Yes
2348    682  404000.000   No   No    No
2349    633  145400.000   No   No   Yes
2350    634   73537.000  Yes   No   Yes
2351    891   25272.000  Yes   No    No
2352    653   40000.000  Yes  Yes   Yes
2353    776   73848.000   No   No   Yes
2354    634    1512.000   No   No    No
2355    622  100000.000  Yes   No   Yes
2356    721  122600.000  Yes   No   Yes
2357    976    4848.000   No   No    No
2358    636   37896.000  Yes   No    No
2359    625   93003.000   No   No   Yes
2360    802   85000.000  Yes   No    No
2361    792   10703.000  Yes   No   Yes
2362    838  106500.000   No   No    No
2363    559    5500.000   No   No   Yes
2364    665   98000.000   No   No   Yes
2365    627  430400.000   No   No   Yes
2366    780    6840.000  Yes  Yes   Yes
2367    629  250000.000  Yes   No   Yes
2368    670   11870.463   No   No   Yes
2369    802   14200.000   No   No   Yes
2370    680  100000.000  Yes   No    No
2371    699   93200.000   No   No   Yes
2372    603  108400.000  Yes   No   Yes
2373    615  711600.000  Yes   No   Yes
2374    826   66040.000   No   No   Yes
2375    939   16416.000  Yes   No   Yes
2376    679   51311.000   No   No   Yes
2377    652   64800.000   No   No    No
2378   1060   19716.000   No   No   Yes
2379    614  699684.000  Yes   No   Yes
2380    636  318283.858   No   No   Yes
2381    812   95824.000   No   No   Yes
2382    643   87706.076   No   No   Yes
2383    749   16869.661  Yes   No    No
2384    675  281000.000   No   No    No
2385    632   17964.000   No   No    No
2386    935       0.000   No   No    No
2387    645   40000.000   No   No   Yes
2388    589  276570.000   No   No   Yes
2389    620  160644.000   No   No   Yes
2390    805       0.000   No   No   Yes
2391    611  268500.000   No   No   Yes
2392    698  124800.000   No   No   Yes
2393    714   52550.000  Yes   No   Yes
2394    634  144600.000   No   No   Yes
2395    663    2424.000   No   No   Yes
2396    647    1000.000   No  Yes   Yes
2397    940   25832.000   No   No    No
2398    823  149080.000  Yes   No   Yes
2399    876   28600.000   No   No    No
2400    665  194080.000   No   No   Yes
2401    661   34000.000  Yes   No   Yes
2402    886   13416.000  Yes   No   Yes
2403    912   22256.400  Yes   No   Yes
2404    668    4772.000   No   No   Yes
2405    783  126000.000   No   No   Yes
2406    773   30300.000   No   No   Yes
2407    887    5000.000   No   No    No
2408    679   56800.000   No   No   Yes
2409    764   27300.000   No   No   Yes
2410    685  101400.000   No   No   Yes
2411    769  112500.000   No   No   Yes
2412    680  347933.333   No   No   Yes
2413    650  114820.000   No   No   Yes
2414    633   30174.637   No   No   Yes
2415    897   43760.000   No  Yes    No
2416    569      60.000   No   No   Yes
2417    677   16988.000   No   No   Yes
2418    650   34610.000   No   No   Yes
2419    684   50551.154   No   No    No
2420    770  236000.000   No   No   Yes
2421    617   10920.000  Yes  Yes    No
2422    831  149080.000  Yes   No   Yes
2423    646   35944.967   No   No   Yes
2424    682   43200.000  Yes   No   Yes
2425    892   51682.000   No   No   Yes
2426    665  210364.000   No   No   Yes
2427    543   75000.000   No   No   Yes
2428    666  250800.000   No   No   Yes
2429    736     336.000   No   No   Yes
2430    570  243000.000   No   No   Yes
2431    798   17380.000  Yes   No   Yes
2432    699  560500.000   No   No   Yes
2433    651   44328.000   No   No   Yes
2434    633   26484.000   No   No   Yes
2435    713       0.000   No   No   Yes
2436    758  148320.000   No   No   Yes
2437    948   12420.000   No   No   Yes
2438    660  134600.000   No   No   Yes
2439    654  265075.000   No   No   Yes
2440    506   62000.000   No   No   Yes
2441    896   19332.000   No   No   Yes
2442    674  343280.000   No   No   Yes
2443    697   40000.000  Yes   No   Yes
2444    684   23004.000  Yes   No   Yes
2445    654   13128.000  Yes   No   Yes
2446    607   41688.000   No   No   Yes
2447    701  100480.000  Yes   No   Yes
2448    632  116500.000   No   No   Yes
2449    888    8880.000   No   No   Yes
2450    814   34000.000  Yes   No   Yes
2451   1148   17736.000   No   No    No
2452    782  135840.000  Yes   No   Yes
2453    989   22752.000   No   No    No
2454    662   37705.568  Yes   No    No
2455    964   43760.000   No   No    No
2456    670    2000.000   No   No   Yes
2457    766  140200.000   No   No    No
2458    686   50000.000   No   No   Yes
2459    797  106500.000   No   No   Yes
2460    681       0.000   No   No    No
2461    643  142600.000   No   No   Yes
2462    935   17664.000   No   No    No
2463    796   96267.615   No   No   Yes
2464    657   12348.000  Yes   No   Yes
2465    649    3604.000   No   No   Yes
2466    745   92000.000   No   No   Yes
2467    633   76000.000   No   No    No
2468    752    2500.000   No   No   Yes
2469    658  262500.000   No   No   Yes
2470    647   23130.617   No   No    No
2471    629  114000.000  Yes   No   Yes
2472    588  216000.000  Yes   No   Yes
2473    657  253820.000   No   No   Yes
2474    681    5860.000  Yes  Yes   Yes
2475    837   40000.000  Yes   No   Yes
2476    642   60200.000   No   No    No
2477    641   21936.000   No   No    No
2478    667  560500.000   No   No   Yes
2479    640  476000.000   No   No    No
2480    627 1800012.000   No   No    No
2481    565  211696.111  Yes   No   Yes
2482    709   85449.191   No   No   Yes
2483    883   21200.000   No  Yes    No
2484    962   38220.000  Yes   No    No
2485    813   31850.000  Yes   No    No
2486    678  152000.000   No   No   Yes
2487   1014   73640.000   No   No    No
2488    849       0.000  Yes   No   Yes
2489    835  108040.000   No   No   Yes
2490    663    2500.000   No   No   Yes
2491    833    7500.000   No   No    No
2492    750   60050.000   No   No    No
2493    646   40000.000   No   No   Yes
2494    681  770537.149   No   No   Yes
2495    662   75012.000   No   No   Yes
2496    830  253820.000   No   No   Yes
2497    658   67600.000  Yes   No    No
2498    635   33603.498  Yes   No   Yes
2499    907   15480.000   No   No    No
2500    674  144600.000   No   No    No
2501    678   66876.000   No   No   Yes
2502    680   84600.000  Yes   No   Yes
2503    607  220099.546   No   No   Yes
2504    825    2700.000   No   No    No
2505    661    9779.466  Yes   No    No
2506    660   29544.000  Yes   No    No
2507    660  102000.000   No   No   Yes
2508    812   10252.000   No   No   Yes
2509    772       0.000   No   No    No
2510    656  120000.000   No   No   Yes
2511    794    8319.000   No   No   Yes
2512    781  117228.000  Yes  Yes    No
2513    896   66000.000  Yes   No   Yes
2514    670   16800.000   No   No   Yes
2515    635   84124.000   No   No   Yes
2516    610  262500.000   No   No   Yes
2517    767   85000.000   No   No    No
2518    616   19200.000   No   No   Yes
2519    658   40000.000   No   No   Yes
2520    617    8940.000   No   No    No
2521    862   52000.000  Yes   No    No
2522    626   27600.000   No   No   Yes
2523    694 1800012.000   No   No   Yes
2524    606   87096.000  Yes   No   Yes
2525    914   19332.000  Yes  Yes   Yes
2526    689   31460.000   No   No   Yes
2527    694  189003.000   No   No    No
2528    809   96004.000  Yes   No   Yes
2529    626  476000.000   No   No   Yes
2530    626   35000.000   No   No   Yes
2531    570   99200.000   No   No   Yes
2532    691   15160.000   No   No   Yes
2533    741   13236.192  Yes   No   Yes
2534    805   47131.499   No   No    No
2535    598  990200.000   No   No   Yes
2536    814   34080.000  Yes   No   Yes
2537    640   10000.000   No   No   Yes
2538    912  124000.000  Yes   No    No
2539    900   21390.000  Yes   No   Yes
2540    633   84600.000   No   No   Yes
2541    654  130005.000   No   No    No
2542    819   41188.000  Yes   No   Yes
2543    903   33800.000   No   No   Yes
2544    670   42010.000   No   No    No
2545    637   28800.000  Yes   No    No
2546    697   80000.000   No   No    No
2547    649   75563.157  Yes   No   Yes
2548    612   25032.000   No   No   Yes
2549    948   12360.000  Yes   No   Yes
2550    656    3420.000  Yes   No   Yes
2551    861   58286.511   No   No   Yes
2552    542  380300.000   No   No    No
2553    824   46892.000  Yes   No    No
2554    639   19200.000  Yes   No    No
2555    629   16000.000   No   No    No
2556    653  120000.000   No   No   Yes
2557    732  318283.858   No   No   Yes
2558    797   27000.000  Yes   No    No
2559    620  126500.000   No   No    No
2560    580       0.000   No   No    No
2561    844   46656.000   No   No    No
2562    666  194080.000   No   No   Yes
2563    912   63000.000   No   No   Yes
2564    872   14400.000  Yes  Yes    No
2565    625   57500.000   No   No   Yes
2566    649   94400.000   No  Yes   Yes
2567    804   10536.000   No   No   Yes
2568    639   79890.312   No   No   Yes
2569    760   53044.000  Yes   No   Yes
2570    644   31500.000   No   No    No
2571    627  252662.216   No   No   Yes
2572    858   17796.000  Yes   No   Yes
2573    653   13149.386  Yes   No   Yes
2574    800   29760.000   No   No   Yes
2575    645    8400.000   No   No   Yes
2576   1003   46260.196   No   No   Yes
2577    883   17640.000   No   No    No
2578    605  178600.000   No   No   Yes
2579    719   40000.000  Yes   No   Yes
2580    700   23400.000   No   No   Yes
2581    673   53533.000  Yes   No   Yes
2582    646   14377.649  Yes   No    No
2583    652  116500.000  Yes  Yes   Yes
2584    746    1681.298   No   No   Yes
2585    623    9828.000   No   No    No
2586    503   24216.000  Yes   No    No
2587    854       0.000   No   No   Yes
2588    567  430400.000   No   No   Yes
2589    543   75000.000   No   No   Yes
2590    675   57014.000   No   No   Yes
2591    653   72000.000   No   No    No
2592    651   80000.000   No   No    No
2593    603  161000.000   No   No    No
2594    704    6800.000   No   No   Yes
2595    687  378052.138   No   No    No
2596    673   85449.191   No   No   Yes
2597    658  158440.000   No   No    No
2598    820   21390.000   No   No   Yes
2599    764   24200.000   No   No   Yes
2600    605  746620.000   No   No   Yes
2601    596   82000.000   No   No    No
2602    650   20100.000   No   No   Yes
2603    935   26400.000  Yes   No    No
2604    636   31000.000  Yes   No    No
2605    640  310440.000   No   No   Yes
2606    663   31000.000  Yes   No   Yes
2607    426  171520.000   No   No   Yes
2608    614  178600.000   No   No   Yes
2609    713    7800.000   No  Yes   Yes
2610    948  122012.000   No   No    No
2611    651   13600.000  Yes   No    No
2612    781   15000.000   No   No   Yes
2613    676   87000.000   No   No   Yes
2614    621     750.000   No  Yes    No
2615    543  174436.000   No   No   Yes
2616    649   52774.571   No   No   Yes
2617    650  102000.000  Yes   No   Yes
2618    645   48000.000  Yes   No   Yes
2619    626   74000.000   No   No   Yes
2620    590   20100.000  Yes   No    No
2621    676  170164.930  Yes   No   Yes
2622    636  455012.000   No   No   Yes
2623    610   12782.635  Yes   No    No
2624    818   20568.000  Yes   No   Yes
2625    654   14796.000  Yes   No   Yes
2626    651     400.000   No   No   Yes
2627    636   52600.000   No   No   Yes
2628    597   90000.000   No   No   Yes
2629    698   21396.000  Yes   No    No
2630    674   17380.000  Yes   No    No
2631    957  141400.000   No   No   Yes
2632    848   19320.000   No   No    No
2633    616   66876.000  Yes   No    No
2634    677  285000.000   No   No   Yes
2635    778   25260.000  Yes   No   Yes
2636    836   18960.000   No   No    No
2637    613   51204.000   No   No    No
2638    635   51682.000   No   No   Yes
2639    851   16488.000  Yes  Yes   Yes
2640    625  430400.000   No   No   Yes
2641    753   27170.731   No   No   Yes
2642    640  140000.000   No   No   Yes
2643    664    9672.000   No   No   Yes
2644    623   55000.000   No   No   Yes
2645    680   52000.000   No   No   Yes
2646    620   68400.000   No   No   Yes
2647    668   27408.000   No   No   Yes
2648    830   57184.000   No   No   Yes
2649    868   10707.000  Yes   No   Yes
2650    863   17412.000   No   No   Yes
2651    687  162012.000   No   No   Yes
2652    725    2181.933   No  Yes   Yes
2653    666  102000.000   No   No   Yes
2654   1006   36600.000  Yes   No   Yes
2655    642   59040.000   No   No   Yes
2656    607   54026.574   No   No   Yes
2657    913    8000.000  Yes  Yes   Yes
2658    754  325480.000  Yes   No   Yes
2659    640   22256.400   No   No   Yes
2660    922   35856.000   No   No   Yes
2661    650   78500.000   No   No    No
2662    651   22172.000  Yes   No    No
2663    673    3372.000  Yes  Yes    No
2664    671  160040.000   No   No    No
2665    654   29544.000   No   No   Yes
2666    642   46793.034   No   No   Yes
2667    692  223349.581   No   No   Yes
2668    647   73000.000  Yes  Yes   Yes
2669   1014   21000.000   No   No    No
2670    610  210364.000   No   No   Yes
2671    773   11080.000   No   No    No
2672    607   49800.000   No   No   Yes
2673    654   91500.000   No  Yes    No
2674    651   74563.499   No   No   Yes
2675    565  430400.000   No   No   Yes
2676    647   54240.000   No   No   Yes
2677    857   15600.000   No  Yes    No
2678    620   50000.000   No   No   Yes
2679    797  108040.000   No   No   Yes
2680    647   14200.000   No   No   Yes
2681    653  130252.000   No   No   Yes
2682    783   20000.000  Yes   No    No
2683    622   21390.000   No   No   Yes
2684    643   25600.000   No   No   Yes
2685    753   26972.000   No   No   Yes
2686    705   16392.679   No   No    No
2687    661   38135.548   No   No   Yes
2688   1005   12642.000  Yes   No    No
2689    636   16988.000   No   No   Yes
2690    645  285000.000   No   No    No
2691    686   50000.000   No   No   Yes
2692    815   45455.000  Yes   No    No
2693    747  100480.000  Yes   No    No
2694    644  166711.764   No   No   Yes
2695    992   46020.000   No   No   Yes
2696    556  160408.000   No   No   Yes
2697    698  124800.000   No   No   Yes
2698    749    1320.000  Yes   No    No
2699    609   50000.000   No   No   Yes
2700    865   34673.749   No   No   Yes
2701    917   33000.000  Yes   No    No
2702    621   16800.000   No   No    No
2703    625   56800.000   No   No   Yes
2704    794   30552.000   No   No   Yes
2705    646   40000.000   No   No   Yes
2706    644  139712.180   No   No   Yes
2707    649   29073.827  Yes   No   Yes
2708    738       0.000   No   No   Yes
2709    608  100130.000   No   No    No
2710    812       0.000  Yes   No   Yes
2711    542  175012.000   No   No   Yes
2712    629  233054.000   No   No   Yes
2713    675    6140.000   No   No   Yes
2714    684  334248.000   No   No   Yes
2715    609   52012.000   No   No   Yes
2716    714   32580.000  Yes   No   Yes
2717    657  254000.000   No   No   Yes
2718    382   69278.635   No   No   Yes
2719    635   55000.000   No   No   Yes
2720    617  202312.000   No   No   Yes
2721    866   36795.000   No   No    No
2722    617   38608.344   No   No    No
2723    605   33000.000   No   No    No
2724    545  101338.000  Yes   No   Yes
2725    656   12108.000   No   No   Yes
2726    781   28264.000   No   No    No
2727    617 1800012.000   No   No   Yes
2728    656   12000.000   No   No   Yes

Distinguishing filter() vs select()

  • Both filter() and select() are used to subset data, but they operate on different dimensions of the dataset

 

  • filter() is used to subset rows based on specific conditions
    • Think of this as filtering the dataset to keep only certain observations (e.g., only people who are 65+ years old)
    • We use this if we need a target population for analysis

 

  • select() is used to subset columns based on specific names or positions
    • Think of this as selecting only the variables we need for analysis (e.g., only the variables we need to calculate a new variable)
    • We use this if we want to reduce the number of variables in our dataset for clarity or speed

relocate()

Reordering columns using relocate()

  • relocate() moves columns to a different horizontal position in your dataset
  • By default, variables sent into relocate() move directly to the very front of the dataset
hrs_02_reloc <- hrs_01_vars_subset |> relocate(lung, sex)
1
Moves lung and sex to the very front of the dataset, before all other columns.

 

Original subsetted dataset:

hrs_01_vars_subset
             id age_mo      income diab lung drink          race_original
1    552754_010    665   35000.000   No   No    No                   <NA>
2    555339_020    676       0.000   No   No   Yes        White/Caucasian
3    559734_010    663  108400.000   No   No   Yes                   <NA>
4    558143_020    600  526192.000   No   No   Yes        White/Caucasian
5    554789_020    860  148320.000  Yes   No   Yes Black/African American
6    551018_010    632   28266.534  Yes  Yes   Yes        White/Caucasian
7    550516_010    749   13236.192   No   No   Yes Black/African American
8    559093_010    621   50761.000   No   No   Yes Black/African American
9    556288_020    845  303916.197   No   No   Yes        White/Caucasian
10   550790_010    679  418024.000   No   No   Yes                   <NA>
11   555294_010    641   22000.000   No   No    No                   <NA>
12   559170_010    649   10000.000   No   No    No                   <NA>
13   551238_010    646   73000.000   No  Yes   Yes        White/Caucasian
14   554874_010    721   29000.000  Yes   No    No Black/African American
15   551179_010    691  250800.000   No   No   Yes Black/African American
16   551108_020    622  119000.000   No   No    No        White/Caucasian
17   555511_010    605   39132.000   No   No   Yes                   <NA>
18   556018_020    638   55000.000   No   No   Yes        White/Caucasian
19   555578_020    665   13824.000   No   No   Yes Black/African American
20   559002_010    648   98120.000   No   No   Yes Black/African American
21   557423_010    677  190606.151  Yes   No   Yes        White/Caucasian
22   558441_010    641  299440.000   No   No   Yes                   <NA>
23   553087_020    800  178000.000  Yes   No    No                   <NA>
24   550622_010    640   30000.000  Yes   No   Yes        White/Caucasian
25   552725_010   1081   84600.000   No   No   Yes                  Other
26   553480_010    653   22908.000  Yes   No   Yes        White/Caucasian
27   553443_020    746   50000.000  Yes   No   Yes Black/African American
28   554670_020    911   27140.000   No   No   Yes        White/Caucasian
29   551973_010    683   43200.000  Yes   No   Yes        White/Caucasian
30   559990_010    652   50000.000   No   No   Yes                   <NA>
31   557680_020    812   46000.000   No   No   Yes Black/African American
32   556364_010    951    6192.000  Yes   No    No Black/African American
33   552323_010    862   16440.000  Yes  Yes   Yes        White/Caucasian
34   554006_010    895   26320.000  Yes   No    No        White/Caucasian
35   551054_010    685   29073.827   No   No   Yes Black/African American
36   557601_010   1100   24216.000   No   No    No Black/African American
37   557595_020    759   30552.000   No   No   Yes                  Other
38   556536_010    641   14364.000  Yes   No    No        White/Caucasian
39   558004_010    637  102000.000   No   No   Yes        White/Caucasian
40   556675_020    571  115000.000   No   No   Yes                  Other
41   556381_010    651  178000.000   No   No   Yes        White/Caucasian
42   553553_010    639    1512.000   No   No   Yes        White/Caucasian
43   553780_020    674  389080.000   No   No   Yes Black/African American
44   555022_010    625   31800.000  Yes   No   Yes                  Other
45   555463_010   1020   12660.000  Yes   No    No        White/Caucasian
46   559646_010    646   23200.000   No   No    No        White/Caucasian
47   559601_010    639   12660.000  Yes  Yes    No                   <NA>
48   551767_010    643   37700.000  Yes   No    No                  Other
49   553534_010    651  104900.000   No   No   Yes                   <NA>
50   555324_010    656   41688.000   No   No    No        White/Caucasian
51   554129_020   1135   96200.000   No   No   Yes Black/African American
52   557351_020    834  107054.866   No  Yes    No Black/African American
53   556900_010    630  102000.000   No  Yes   Yes        White/Caucasian
54   554807_010    816    8400.000   No   No   Yes                  Other
55   551191_010    992   18030.697  Yes   No    No Black/African American
56   559148_010    729    9000.000  Yes  Yes   Yes        White/Caucasian
57   557048_020    586  131020.000   No   No    No Black/African American
58   552306_020    609  187690.000   No   No   Yes                   <NA>
59   552766_010    895   17664.000   No   No   Yes Black/African American
60   559300_010    680  353005.511   No   No   Yes        White/Caucasian
61   556979_010    644   26792.000   No   No   Yes        White/Caucasian
62   559820_010    635  175536.000   No   No   Yes        White/Caucasian
63   554387_020    604  218690.633   No   No   Yes                   <NA>
64   558974_010    669   94051.000   No   No   Yes        White/Caucasian
65   556223_010    709  137000.000   No   No   Yes Black/African American
66   555951_010    823   53005.000  Yes   No    No Black/African American
67   559375_010    645  152000.000   No   No   Yes Black/African American
68   551604_020    899   60924.000   No   No    No Black/African American
69   557139_010    857   10197.776  Yes   No   Yes Black/African American
70   555071_020    579  124800.000   No  Yes   Yes Black/African American
71   553738_010    918   22763.401   No   No    No Black/African American
72   558128_010    619  237000.000   No   No   Yes                   <NA>
73   557411_020    613   32640.000  Yes  Yes   Yes        White/Caucasian
74   557646_010    681   46020.000   No   No   Yes        White/Caucasian
75   554690_020    597  120001.000   No   No   Yes        White/Caucasian
76   552939_010    662  109120.000   No   No   Yes Black/African American
77   558663_010    680   60200.000  Yes   No   Yes        White/Caucasian
78   553817_010    681   43003.000  Yes   No    No Black/African American
79   553508_010    656    1681.298   No   No    No                   <NA>
80   559346_010    892   84124.000  Yes   No   Yes Black/African American
81   553847_010    633   10800.000  Yes   No    No                   <NA>
82   558935_010    796    8319.000   No   No   Yes        White/Caucasian
83   551604_020    916   61205.000   No   No    No Black/African American
84   558588_010    747   25274.273  Yes   No    No                  Other
85   559292_010    681       0.000   No   No   Yes Black/African American
86   559479_010    637   60000.000   No   No    No                   <NA>
87   551179_020    689  250000.000   No   No   Yes Black/African American
88   558926_020    675  121000.000  Yes   No    No        White/Caucasian
89   556712_010    703   91500.000  Yes   No    No Black/African American
90   557375_010    623     500.000  Yes  Yes   Yes        White/Caucasian
91   554075_010    780     203.000   No   No    No        White/Caucasian
92   553124_020    580   90000.000   No   No   Yes                   <NA>
93   554850_010    677   14400.000   No   No   Yes Black/African American
94   554481_010    766   55212.000   No   No    No Black/African American
95   556291_010    698   80000.000   No   No    No Black/African American
96   559660_010    753    8400.000   No  Yes    No Black/African American
97   552314_010    774   70000.000   No   No   Yes Black/African American
98   556207_010    926       0.000   No  Yes   Yes Black/African American
99   551914_010    634   82000.000   No   No   Yes Black/African American
100  552482_010    817   51000.000   No  Yes   Yes        White/Caucasian
101  556712_010    703   91500.000  Yes   No    No Black/African American
102  551116_020    432   68403.000   No   No   Yes                   <NA>
103  559170_010    649   10000.000   No   No    No                   <NA>
104  554479_010    669   15254.301   No   No    No Black/African American
105  554818_010    718   76033.000   No   No   Yes Black/African American
106  554186_010    650   18400.000   No   No   Yes Black/African American
107  551833_010    637   84000.000   No   No   Yes                   <NA>
108  559523_010    831   46020.000   No   No    No Black/African American
109  555215_020    617       0.000   No   No   Yes                   <NA>
110  553211_010    883   21000.000   No  Yes    No Black/African American
111  550500_010   1086   18800.000   No   No    No        White/Caucasian
112  554341_010    620   69876.368   No   No   Yes        White/Caucasian
113  550964_010    641  630680.000   No   No   Yes        White/Caucasian
114  550920_020    665   16320.000   No   No   Yes                   <NA>
115  554344_020    804   58469.605  Yes   No    No Black/African American
116  557446_010    663   65000.000   No  Yes    No        White/Caucasian
117  558646_010    772   20000.000   No   No   Yes Black/African American
118  550651_010    955   55000.000  Yes   No   Yes Black/African American
119  554591_020    586  126600.000   No   No   Yes Black/African American
120  556766_010    605   60000.000   No   No   Yes                   <NA>
121  553087_020    813  178528.000  Yes   No    No                   <NA>
122  555788_010    805   87000.000   No   No    No Black/African American
123  555460_010    640   22534.000   No   No   Yes                   <NA>
124  552761_020    726   18895.000   No   No    No        White/Caucasian
125  559996_010    757   32580.000  Yes   No   Yes                  Other
126  555467_010    626  140000.000   No   No   Yes                   <NA>
127  551602_010    857       0.000   No   No   Yes                  Other
128  551597_020    634   26000.000   No   No    No                   <NA>
129  556646_010    830  253820.000   No   No   Yes Black/African American
130  559573_010    784    2149.000  Yes   No   Yes        White/Caucasian
131  558651_010    644   48000.000   No   No   Yes Black/African American
132  555495_010    687   19500.000   No   No   Yes        White/Caucasian
133  552423_020    680       0.000   No   No    No Black/African American
134  550164_020    838  486747.804   No   No   Yes        White/Caucasian
135  554494_010    649  139200.000   No   No   Yes        White/Caucasian
136  551026_010    939   15500.000   No   No   Yes Black/African American
137  554561_010    659   70000.000  Yes   No   Yes                  Other
138  552780_010    879   98137.254   No   No   Yes        White/Caucasian
139  557152_020    631   83003.000   No   No    No        White/Caucasian
140  556050_020    652  238400.000   No   No   Yes        White/Caucasian
141  550345_010    865       0.000  Yes   No   Yes        White/Caucasian
142  557516_010   1163    8662.000   No   No    No Black/African American
143  554228_020    837   17412.000  Yes   No   Yes        White/Caucasian
144  554680_010    786    3000.000   No   No   Yes Black/African American
145  556870_010    815   28800.000   No  Yes   Yes Black/African American
146  553826_020    753  174066.434   No   No   Yes        White/Caucasian
147  552941_010    633    3600.000   No   No    No Black/African American
148  553316_010    673   25764.286   No   No    No                   <NA>
149  550931_010    653   31850.000   No   No   Yes                   <NA>
150  551334_010    803   94416.000   No   No   Yes Black/African American
151  556712_010    698   91000.000  Yes   No    No Black/African American
152  557413_010    617  990200.000   No   No   Yes Black/African American
153  556668_010   1013   23780.000   No  Yes    No        White/Caucasian
154  555959_010    623   76000.000   No   No   Yes Black/African American
155  553031_010    641  145000.000  Yes   No   Yes Black/African American
156  553970_010    663   75080.000  Yes   No   Yes        White/Caucasian
157  550240_010    886   47520.000   No   No   Yes        White/Caucasian
158  558629_010    828  385000.000   No   No    No        White/Caucasian
159  558694_010    644  353005.511   No   No   Yes        White/Caucasian
160  554764_010    701  100480.000  Yes   No   Yes Black/African American
161  559227_010    642  102680.000   No   No   Yes        White/Caucasian
162  556732_010    774   48012.000   No   No   Yes        White/Caucasian
163  555209_010    630  365005.000   No   No   Yes        White/Caucasian
164  551412_010    682   72600.000   No   No   Yes Black/African American
165  550859_010    673   54512.000  Yes   No   Yes        White/Caucasian
166  559867_010    803  308584.288   No   No   Yes        White/Caucasian
167  555053_010   1022   25274.273   No   No   Yes        White/Caucasian
168  553757_010    635  265075.000   No   No   Yes        White/Caucasian
169  553881_010    713   58469.605   No   No   Yes Black/African American
170  555886_020    706   88690.000   No   No   Yes        White/Caucasian
171  550201_020    490  281000.000   No   No   Yes        White/Caucasian
172  558175_010    631  526192.000   No   No   Yes                   <NA>
173  553067_010    643  185000.000   No   No   Yes                   <NA>
174  554832_020    737   13200.000  Yes   No    No        White/Caucasian
175  556394_020    821   31000.000   No   No   Yes        White/Caucasian
176  551944_020    630  134600.000   No   No   Yes                   <NA>
177  553435_010    915   27450.000   No   No   Yes        White/Caucasian
178  558774_020    681   40000.000  Yes   No   Yes        White/Caucasian
179  551225_010    662   33603.498  Yes   No    No                  Other
180  550569_020    637  319200.000   No   No   Yes        White/Caucasian
181  552034_010    834   27376.000   No   No    No Black/African American
182  551143_020    607   27600.000   No  Yes   Yes        White/Caucasian
183  559902_010    868   26008.000  Yes   No    No        White/Caucasian
184  558360_010    771   10800.000   No   No    No Black/African American
185  556334_010    874   32580.000  Yes   No   Yes Black/African American
186  559885_010    629  101400.000   No   No   Yes Black/African American
187  551845_020    896   39154.111   No   No   Yes                  Other
188  555737_020    497   95824.000   No   No   Yes                   <NA>
189  556499_010    754   53400.000   No   No   Yes Black/African American
190  557180_010    677  277412.000   No   No   Yes        White/Caucasian
191  556779_020    613  121060.000   No   No   Yes        White/Caucasian
192  555445_020    914   67000.000  Yes   No    No        White/Caucasian
193  552567_010    701  125000.000   No   No   Yes        White/Caucasian
194  556143_010    706   33000.000   No   No    No        White/Caucasian
195  556868_010    988    2544.000  Yes   No   Yes Black/African American
196  552892_020    746   92000.000   No  Yes   Yes Black/African American
197  554425_010    839   22636.000  Yes   No    No Black/African American
198  558831_010    636   15324.000   No   No   Yes                   <NA>
199  558532_010    613   60200.000   No   No   Yes                   <NA>
200  552025_020    497  117000.000   No   No   Yes Black/African American
201  555805_010    675  244738.170   No   No   Yes                   <NA>
202  550696_010    841   16800.000   No   No    No        White/Caucasian
203  552828_010    637  301201.732   No   No   Yes Black/African American
204  555221_010    718   26100.000  Yes   No    No        White/Caucasian
205  554911_010    891   68403.000   No   No   Yes                  Other
206  555918_010    626   23286.000  Yes   No    No Black/African American
207  556114_010    633  240591.268   No   No    No        White/Caucasian
208  553646_020    619  223349.581   No   No   Yes                   <NA>
209  559843_010    709   68320.000   No   No    No        White/Caucasian
210  556291_010    699   80000.000   No   No    No Black/African American
211  558974_010    669   94204.000   No   No   Yes        White/Caucasian
212  558837_020    809       0.000   No   No    No        White/Caucasian
213  551759_020    579  134188.000   No   No   Yes        White/Caucasian
214  553273_010    660   55400.000  Yes   No   Yes Black/African American
215  552279_010    832   23724.438   No   No   Yes                  Other
216  556859_010    647   57500.000   No   No   Yes                   <NA>
217  551238_020    635   73000.000   No   No   Yes        White/Caucasian
218  550753_020    651   52600.000   No   No    No        White/Caucasian
219  551007_020    801   32140.949  Yes   No   Yes Black/African American
220  559287_010    841   96351.675   No   No   Yes        White/Caucasian
221  551073_010    649    3604.000   No   No   Yes                  Other
222  556390_010    632   12000.000   No   No   Yes        White/Caucasian
223  556734_010    664  157820.000   No   No   Yes        White/Caucasian
224  556989_010    935   17457.000   No   No    No Black/African American
225  559963_010    657  125000.000  Yes   No   Yes                  Other
226  552082_020    838   22008.000   No  Yes    No Black/African American
227  558355_010    832    7740.000   No   No    No Black/African American
228  553341_010    616   24400.000   No  Yes   Yes                   <NA>
229  555375_010    714   40100.000   No   No   Yes Black/African American
230  559806_010    783   55000.000   No   No    No        White/Caucasian
231  552618_010    768   25673.251   No  Yes    No Black/African American
232  555041_020    912   48200.000  Yes   No    No Black/African American
233  550930_010    675   93680.000  Yes   No   Yes Black/African American
234  558039_010    758    3000.000  Yes   No   Yes Black/African American
235  553564_020    545   35000.000  Yes   No    No        White/Caucasian
236  550347_020    635  208000.000   No   No   Yes                   <NA>
237  554233_020    591  237050.000   No   No   Yes        White/Caucasian
238  553294_010    643   55000.000   No   No   Yes                   <NA>
239  551468_010    623   99000.000  Yes   No   Yes                  Other
240  556836_010    628   99472.590  Yes   No    No        White/Caucasian
241  550962_020    629   47000.000  Yes   No   Yes Black/African American
242  558741_010    939   14688.000  Yes   No   Yes Black/African American
243  552681_020    613   51000.000   No   No    No Black/African American
244  556144_020    764  148320.000   No   No   Yes        White/Caucasian
245  558174_010    954  143000.000   No  Yes    No Black/African American
246  552323_020    819   16608.000  Yes  Yes   Yes        White/Caucasian
247  558403_020    586  128000.000   No   No   Yes Black/African American
248  559470_010    797   17388.000   No   No   Yes        White/Caucasian
249  551944_010    614  135024.000   No   No   Yes                   <NA>
250  557383_010    802   15324.000  Yes   No   Yes                  Other
251  556475_010    859   65592.000   No   No   Yes Black/African American
252  557125_010    698   40000.000  Yes   No   Yes Black/African American
253  556224_010    813   90000.000   No   No   Yes Black/African American
254  550119_020    968   33972.000   No   No   Yes        White/Caucasian
255  550462_010    673   10000.000   No   No   Yes                  Other
256  555545_010    721    3600.000   No   No   Yes Black/African American
257  550437_010    774   46800.000   No   No   Yes Black/African American
258  556732_010    774   47960.000   No   No   Yes        White/Caucasian
259  552479_020    486  200020.000   No   No   Yes        White/Caucasian
260  553055_010    752   41208.000  Yes   No   Yes Black/African American
261  551982_020    507  586000.000   No   No   Yes                  Other
262  553768_010    947   12420.000  Yes   No   Yes Black/African American
263  558133_010    677  135024.000  Yes   No   Yes        White/Caucasian
264  550543_010    634  161000.000  Yes   No   Yes        White/Caucasian
265  557225_010    618   15500.000  Yes  Yes    No                   <NA>
266  556951_010    630  182036.000   No   No   Yes                   <NA>
267  554862_010    671   11448.000   No  Yes   Yes                   <NA>
268  558391_020    644   50000.000  Yes   No    No        White/Caucasian
269  557031_010    634   79974.000   No   No   Yes Black/African American
270  550186_010    634  276570.000   No   No   Yes        White/Caucasian
271  555473_010    768    3600.000   No   No   Yes Black/African American
272  552279_020    712   24112.000   No   No    No                  Other
273  552554_010    617  215008.000  Yes   No   Yes                  Other
274  556558_010    647   82000.000   No   No   Yes                   <NA>
275  557423_010    677  191000.000  Yes   No   Yes        White/Caucasian
276  555085_020    681       0.000   No   No    No                  Other
277  551878_020    601   44400.000  Yes   No    No Black/African American
278  554913_010    612   45060.000   No   No   Yes                   <NA>
279  553280_020    481   50000.000   No   No    No                   <NA>
280  556531_010    706   40498.000  Yes   No   Yes Black/African American
281  551557_010    641   25722.251   No   No   Yes Black/African American
282  556944_010    713   91000.000   No   No   Yes        White/Caucasian
283  554704_020    629  172000.000   No  Yes   Yes        White/Caucasian
284  556635_010    818   20400.000  Yes   No   Yes Black/African American
285  556943_020    651   14160.000   No   No   Yes                  Other
286  552494_010    682  280020.000   No   No   Yes        White/Caucasian
287  552819_020    673  276400.000   No   No   Yes                   <NA>
288  551892_010    626   74563.499   No   No   Yes Black/African American
289  558281_010   1063   21390.000  Yes   No    No                  Other
290  557269_010    705   75500.000   No  Yes   Yes                  Other
291  552383_010    853       0.000  Yes   No   Yes                  Other
292  554098_010    677    8000.000   No   No   Yes                   <NA>
293  554674_010    650   78070.000   No   No   Yes Black/African American
294  559603_020    814  105036.000   No   No   Yes Black/African American
295  554203_020    667  190000.000   No   No   Yes                   <NA>
296  557358_010    720   22110.000  Yes   No   Yes                  Other
297  553252_010    681     250.000  Yes   No    No        White/Caucasian
298  556089_010    789   25832.000  Yes   No    No Black/African American
299  559704_010    731   25000.000   No   No    No Black/African American
300  554370_010    877   62000.000  Yes   No   Yes Black/African American
301  556208_020    741   70800.000   No   No   Yes        White/Caucasian
302  551991_020    605   33000.000   No   No    No Black/African American
303  551505_010    897    9779.466   No   No    No Black/African American
304  552298_010    800  276570.000  Yes   No   Yes Black/African American
305  554365_020    714     300.000  Yes   No   Yes                  Other
306  555115_010    869   45240.000   No   No    No Black/African American
307  554172_010    735   31200.000   No   No   Yes                  Other
308  557061_010    644   21000.000   No   No   Yes Black/African American
309  553961_020    675  168400.000  Yes   No   Yes        White/Caucasian
310  551547_010    824   65600.000   No   No   Yes                  Other
311  551553_020    803   47252.000   No   No    No Black/African American
312  559839_010    638  369257.048   No   No    No                  Other
313  556266_010    685   12782.635  Yes  Yes    No Black/African American
314  559734_020    602  109000.000   No   No   Yes                   <NA>
315  559487_010    867   36600.000   No   No    No        White/Caucasian
316  555922_010    899   21500.000  Yes   No   Yes Black/African American
317  559767_010    922   12000.000   No   No    No Black/African American
318  558560_010    618  100000.000   No   No    No                   <NA>
319  555064_020    611   32140.949  Yes   No    No        White/Caucasian
320  550233_020    778   25260.000  Yes   No   Yes        White/Caucasian
321  555375_010    714   40010.000   No   No   Yes Black/African American
322  552986_010   1086   24288.000   No   No   Yes Black/African American
323  557977_010    694   25000.000   No   No   Yes                  Other
324  553646_020    617  223349.581   No   No   Yes                   <NA>
325  558849_020    556  115000.000   No   No    No        White/Caucasian
326  552110_010    639   19200.000  Yes   No    No                   <NA>
327  555314_010    988   19320.000  Yes   No    No Black/African American
328  555872_010    677   70000.000   No   No   Yes        White/Caucasian
329  550233_020    777   25304.000  Yes   No   Yes        White/Caucasian
330  556757_020    701  175000.000  Yes   No    No Black/African American
331  558748_010    636   33450.000  Yes   No   Yes                   <NA>
332  553640_010    927   28608.000  Yes  Yes    No Black/African American
333  552320_010    758   12960.000   No   No    No        White/Caucasian
334  559984_010    909   15385.000   No   No    No        White/Caucasian
335  552159_010    685  130005.000   No   No   Yes        White/Caucasian
336  550516_010    750   13200.000   No   No   Yes Black/African American
337  555239_010   1100   15600.000  Yes   No    No Black/African American
338  556936_020    627  100480.000   No   No    No Black/African American
339  557667_010    654    6500.589  Yes   No   Yes        White/Caucasian
340  555041_020    932   49000.000  Yes   No    No Black/African American
341  558184_020    656   30332.902   No   No   Yes                  Other
342  550513_010    971   94400.000   No   No   Yes Black/African American
343  557795_010    994   16000.000   No   No    No Black/African American
344  555301_010    636  172012.000   No   No   Yes                   <NA>
345  554377_010    679   40400.000  Yes   No   Yes Black/African American
346  557337_020    576   44000.000  Yes   No   Yes        White/Caucasian
347  553715_020    690    2136.000  Yes   No   Yes Black/African American
348  554345_010    605  177200.000   No   No   Yes                   <NA>
349  554076_010    637   83000.000   No   No   Yes        White/Caucasian
350  557914_010    646   14616.000  Yes   No   Yes                  Other
351  551414_020    740       0.000   No   No    No        White/Caucasian
352  552490_010    862    5484.000   No   No    No Black/African American
353  550581_020    749   22507.295  Yes   No   Yes        White/Caucasian
354  555332_010    660  107000.000   No   No   Yes                   <NA>
355  559484_020    641  126000.000   No   No   Yes Black/African American
356  555129_020    637  216000.000   No   No   Yes        White/Caucasian
357  550822_020    659   71240.000  Yes   No    No Black/African American
358  554628_010    647   14200.000   No   No    No                   <NA>
359  553055_010    747   40800.000  Yes   No   Yes Black/African American
360  558837_010    807      36.000   No   No   Yes        White/Caucasian
361  555146_010    618  124000.000   No   No   Yes Black/African American
362  557244_010    692  130000.000   No   No    No        White/Caucasian
363  554443_010    773   30671.980  Yes   No   Yes        White/Caucasian
364  559342_020    727   21390.000  Yes   No   Yes Black/African American
365  552498_010    809       0.000   No   No    No Black/African American
366  558638_010    851   13332.000   No   No    No                  Other
367  554864_020    634  145000.000   No   No   Yes                   <NA>
368  559867_010    803  303916.197   No   No   Yes        White/Caucasian
369  553060_020    628  117000.000   No   No   Yes        White/Caucasian
370  550147_010    714   30000.000   No   No    No Black/African American
371  558290_010    642  349000.000   No   No   Yes        White/Caucasian
372  554486_010    831   50400.000  Yes   No    No Black/African American
373  554301_010    618  109200.000   No   No   Yes        White/Caucasian
374  556233_010    642  164000.000   No   No   Yes Black/African American
375  551299_010    712    1200.000   No   No    No                  Other
376  550186_010    634  277200.000   No   No   Yes        White/Caucasian
377  555737_020    503   96000.000   No   No   Yes                  Other
378  556734_010    664  157820.000   No   No   Yes        White/Caucasian
379  552079_010    618   70000.000   No   No    No        White/Caucasian
380  558252_010    619   13884.000  Yes   No   Yes Black/African American
381  558917_010    626  158440.000  Yes   No    No                   <NA>
382  555848_010    772       0.000   No   No   Yes Black/African American
383  558142_010   1093   13200.000  Yes   No   Yes        White/Caucasian
384  550183_020    849   55000.000   No   No    No                  Other
385  551723_020    797   27376.000  Yes   No    No                  Other
386  557456_020    727   25260.000   No   No    No        White/Caucasian
387  558837_010    807       0.000   No   No   Yes        White/Caucasian
388  550832_020    638   68400.000   No   No   Yes                   <NA>
389  557383_010    796   15400.000  Yes   No   Yes                  Other
390  557785_020    626  181200.000   No   No    No        White/Caucasian
391  559467_020    669  366280.000   No   No   Yes        White/Caucasian
392  552868_010    756   22846.000   No   No   Yes Black/African American
393  558309_010    987   12408.000   No   No   Yes                  Other
394  559055_010    955   13488.000   No   No    No        White/Caucasian
395  556345_010    756   21432.000  Yes  Yes    No                  Other
396  555900_010    664   68000.000   No   No   Yes                  Other
397  554594_010    702    1000.000  Yes   No   Yes Black/African American
398  558410_010    616  194000.000   No   No   Yes                   <NA>
399  559170_010    650   10000.000   No   No    No                   <NA>
400  551827_010    753   29760.000  Yes   No    No        White/Caucasian
401  550587_010    801   50000.000  Yes   No   Yes                  Other
402  552748_010    758   30436.000   No   No    No Black/African American
403  551579_010    687   22110.000   No  Yes    No        White/Caucasian
404  556859_010    648   57000.000   No   No   Yes                   <NA>
405  550698_010    791   46000.000  Yes   No   Yes Black/African American
406  552346_010    608   75700.000   No   No    No Black/African American
407  557690_010    720   24720.000  Yes   No    No                  Other
408  559806_020    565   55000.000   No   No    No                  Other
409  553646_010    620  225012.000   No   No   Yes                   <NA>
410  557269_010    706   75700.000   No  Yes   Yes                  Other
411  556549_010    868   13332.000  Yes   No    No                  Other
412  550310_010    858   34196.000  Yes   No   Yes Black/African American
413  559839_010    638  380300.000   No   No    No                  Other
414  558844_020    513   41688.000   No   No   Yes        White/Caucasian
415  552722_020    603   79000.000   No   No   Yes                   <NA>
416  552418_010    797   80724.000   No   No    No Black/African American
417  559213_010    757   50050.000   No   No    No Black/African American
418  552949_010    646  134000.000   No   No    No        White/Caucasian
419  555073_020    676  209782.624  Yes   No   Yes        White/Caucasian
420  554432_020    855  109000.000   No   No   Yes        White/Caucasian
421  556384_010    792   10752.000  Yes   No   Yes        White/Caucasian
422  559190_020    653  145400.000   No   No   Yes        White/Caucasian
423  557892_010    976   45240.000   No   No   Yes        White/Caucasian
424  558266_010    680   44929.000   No   No   Yes        White/Caucasian
425  554994_020    662  132848.000   No   No   Yes                   <NA>
426  554092_010    898   43896.000   No   No   Yes        White/Caucasian
427  551803_020    600  176000.000   No   No   Yes                   <NA>
428  557052_010    605   25032.000   No   No    No        White/Caucasian
429  554252_020    588  101338.000   No   No   Yes                  Other
430  559949_010    760    6192.000  Yes   No   Yes        White/Caucasian
431  554727_010   1045   80000.000   No   No    No Black/African American
432  553651_010    925   12168.000   No   No   Yes Black/African American
433  551046_010    942   16440.000  Yes   No   Yes Black/African American
434  558664_010    692   67290.000  Yes  Yes   Yes        White/Caucasian
435  559244_010    664  172000.000   No   No   Yes        White/Caucasian
436  558281_010   1066   21800.000  Yes   No    No                  Other
437  551845_010    804   40000.000  Yes   No   Yes Black/African American
438  559586_010    664  130010.000   No   No   Yes                  Other
439  557470_020    665  237000.000   No   No   Yes        White/Caucasian
440  557595_020    758   30500.000   No   No   Yes                  Other
441  556413_020    670  155000.000   No   No   Yes                  Other
442  559506_010    665   95824.000  Yes   No   Yes                   <NA>
443  558613_010    653  100000.000   No   No   Yes                   <NA>
444  555071_010    611  125000.000   No  Yes   Yes Black/African American
445  556073_010    780   11000.000  Yes   No    No Black/African American
446  556870_010    815   28264.000   No  Yes   Yes Black/African American
447  555767_010    687   30000.000   No   No    No Black/African American
448  556793_010    647     500.000   No   No   Yes                  Other
449  551108_010    622  118800.000   No   No   Yes        White/Caucasian
450  552989_020    599    1788.000   No   No   Yes        White/Caucasian
451  553480_010    653   22800.000  Yes   No   Yes        White/Caucasian
452  551087_020    734    3372.000   No   No    No        White/Caucasian
453  557038_010    820  110564.000   No   No   Yes Black/African American
454  552192_010    679   15624.000   No   No   Yes                  Other
455  557031_010    627   79534.000   No   No   Yes Black/African American
456  558099_010    817    9600.000   No   No   Yes                  Other
457  550516_010    748   13236.192   No   No   Yes Black/African American
458  551054_010    685   29100.000   No   No   Yes Black/African American
459  552544_010    677  198000.000   No   No   Yes        White/Caucasian
460  550753_020    641   52774.571   No   No    No        White/Caucasian
461  550832_020    638   69278.635   No   No   Yes                   <NA>
462  559342_020    837   21770.862   No   No   Yes Black/African American
463  551069_010    899   23850.000  Yes   No   Yes        White/Caucasian
464  552103_010    647   11796.000   No   No    No Black/African American
465  557104_010    736   67000.000  Yes   No    No Black/African American
466  557967_010    658  267060.000   No   No   Yes        White/Caucasian
467  551762_020    523   80280.000   No   No   Yes        White/Caucasian
468  558246_010    666  147000.000   No   No   Yes        White/Caucasian
469  559819_010    622    1200.000   No   No   Yes        White/Caucasian
470  557025_010    745   91500.000   No   No   Yes                  Other
471  551179_020    689  250800.000   No   No   Yes Black/African American
472  550581_020    845   22564.000   No   No   Yes        White/Caucasian
473  557470_020    670  236000.000   No   No   Yes        White/Caucasian
474  557268_010    765   46344.000   No   No   Yes Black/African American
475  557889_010    747       0.000   No   No    No                  Other
476  559587_020    992   49000.000   No   No   Yes        White/Caucasian
477  555085_020    681       0.000   No   No    No                  Other
478  551121_010    767   39640.000  Yes   No   Yes                  Other
479  556453_020    774   37860.000  Yes   No    No Black/African American
480  556200_010    644  136817.000   No   No   Yes        White/Caucasian
481  556381_010    655  177000.000   No   No   Yes        White/Caucasian
482  555822_010    636   53005.000  Yes   No   Yes                   <NA>
483  559983_020    762  349000.000  Yes   No   Yes        White/Caucasian
484  555946_010    772       0.000   No   No    No Black/African American
485  555620_010    633  131080.000   No   No   Yes Black/African American
486  550614_020    574  165520.000   No   No   Yes        White/Caucasian
487  559659_010    767   65000.000   No   No   Yes Black/African American
488  558703_010    652   18002.000  Yes   No   Yes                   <NA>
489  559002_010    648   98400.000   No   No   Yes Black/African American
490  555176_010    787   78400.000   No   No   Yes Black/African American
491  559683_010    692   91300.000   No   No    No        White/Caucasian
492  553413_010    769   87000.000   No  Yes    No                  Other
493  559898_020    611  140000.000   No   No   Yes        White/Caucasian
494  556709_010    836   18720.000  Yes   No    No Black/African American
495  552741_010    667   45600.000  Yes   No   Yes Black/African American
496  551803_010    636  175536.000   No   No   Yes                   <NA>
497  559425_020    643   87706.076   No   No   Yes        White/Caucasian
498  557559_020    809  135000.000   No   No   Yes Black/African American
499  553267_010    851       0.000   No   No   Yes                  Other
500  556131_010    611   22000.000  Yes   No   Yes Black/African American
501  555601_010    700   59040.000  Yes   No   Yes Black/African American
502  553993_010    794   90000.000   No   No   Yes                  Other
503  559133_010    987   22800.000   No   No    No Black/African American
504  554006_010    894   26792.000  Yes   No    No        White/Caucasian
505  550173_010    628  318283.858   No   No   Yes Black/African American
506  550299_020    601   72600.000  Yes   No    No                   <NA>
507  553413_020    771   87010.000  Yes   No   Yes                  Other
508  558096_010    951   10000.000  Yes   No   Yes                  Other
509  556741_010    649   60924.000   No   No    No                  Other
510  552868_010    756   22908.000   No   No   Yes Black/African American
511  551222_010    641  135000.000   No   No   Yes                   <NA>
512  559235_020    630   99200.000   No   No    No                   <NA>
513  559752_010    815   45455.000   No   No   Yes Black/African American
514  550962_020    625   47131.499  Yes   No   Yes Black/African American
515  559785_020    684   75520.000   No   No   Yes                  Other
516  559523_010    830   46260.196   No   No    No Black/African American
517  555314_010   1012   19200.000  Yes   No    No Black/African American
518  551827_010    753   29544.000  Yes   No    No        White/Caucasian
519  559587_010    855   49100.000   No   No   Yes        White/Caucasian
520  557574_010    749   15000.000   No   No   Yes                  Other
521  559245_010    922   15500.000   No   No   Yes Black/African American
522  554911_010    891   68403.000   No   No   Yes                  Other
523  556712_010    702   91520.000  Yes   No    No Black/African American
524  552363_020    591   76000.000   No   No   Yes        White/Caucasian
525  557322_010    800  119123.052   No   No    No Black/African American
526  555515_010    624   70512.000   No   No   Yes        White/Caucasian
527  554149_010    627   72000.000   No   No   Yes                   <NA>
528  555792_010    687  308584.288   No   No   Yes        White/Caucasian
529  550239_020    579    8940.000   No   No   Yes        White/Caucasian
530  556090_010    611   76464.000   No   No   Yes        White/Caucasian
531  554233_020    591  235960.000   No   No   Yes        White/Caucasian
532  552590_010    749   19500.000   No   No   Yes        White/Caucasian
533  556311_010    903  162000.000   No   No    No Black/African American
534  559494_020    457      60.000   No   No    No        White/Caucasian
535  554471_020    578  123759.964   No   No   Yes        White/Caucasian
536  557263_020    558   64000.000   No   No    No        White/Caucasian
537  558747_010    658   13032.000  Yes   No    No                  Other
538  552346_010    608   75563.157   No   No    No                  Other
539  552613_010    619   76000.000   No   No   Yes        White/Caucasian
540  557371_010    819   42000.000   No   No    No        White/Caucasian
541  551944_020    630  135024.000   No   No   Yes                   <NA>
542  559341_010    668   20000.000   No   No   Yes Black/African American
543  553721_010    662   37978.774  Yes   No    No        White/Caucasian
544  558917_010    626  158000.000  Yes   No    No                   <NA>
545  554994_020    662  132036.000   No   No   Yes                   <NA>
546  551098_010    650  285000.000   No   No    No        White/Caucasian
547  556249_020    607  675800.000   No   No   Yes                  Other
548  553654_010    655  111000.000  Yes   No    No                   <NA>
549  552766_010    891   17520.000   No   No   Yes Black/African American
550  559734_020    602  109000.000   No   No    No                   <NA>
551  553393_010    630    6800.000   No   No    No        White/Caucasian
552  551991_010    643   32520.000   No   No    No Black/African American
553  557093_010    740   79974.000  Yes   No   Yes                  Other
554  555249_010    636       0.000   No   No    No                   <NA>
555  556428_010    800   42000.000  Yes   No   Yes Black/African American
556  553849_010    925   15920.000  Yes   No    No                  Other
557  552989_010    690    2000.000   No   No    No        White/Caucasian
558  552734_010    644   17424.000   No   No   Yes Black/African American
559  559587_010    855   48515.000   No   No   Yes        White/Caucasian
560  559843_020    679   68403.000   No   No    No        White/Caucasian
561  551279_010    651     300.000   No   No   Yes Black/African American
562  551444_010    791   12012.000   No   No   Yes Black/African American
563  554819_010    627  162000.000   No   No   Yes        White/Caucasian
564  551372_010    677   17000.000   No   No   Yes        White/Caucasian
565  551548_010    733   24836.000  Yes   No   Yes Black/African American
566  554003_010    685   16212.000  Yes   No   Yes Black/African American
567  554852_010    607   21802.756   No   No    No                   <NA>
568  555663_010    677   90000.000   No   No   Yes                  Other
569  551188_010    681   19920.000  Yes  Yes    No                  Other
570  558391_020    644   50212.000  Yes   No    No        White/Caucasian
571  559170_010    649   10000.000   No   No    No                   <NA>
572  553699_010    761   10968.000   No  Yes    No        White/Caucasian
573  554655_010    642   14796.000  Yes   No   Yes        White/Caucasian
574  556018_010    635   55000.000   No   No   Yes        White/Caucasian
575  559867_010    804  308000.000   No   No   Yes        White/Caucasian
576  553237_010    678   14880.000  Yes   No   Yes                  Other
577  558191_010    706  248463.477   No   No   Yes                   <NA>
578  550902_010    620   12000.000   No   No    No        White/Caucasian
579  552777_010    922   32520.000  Yes   No    No        White/Caucasian
580  556394_020    715   31200.000   No   No    No        White/Caucasian
581  556499_010    754   53200.000   No   No   Yes Black/African American
582  556865_010    635   70000.000   No   No   Yes Black/African American
583  550240_020    867   48000.000  Yes   No   Yes        White/Caucasian
584  559093_020    566   50712.948   No   No   Yes Black/African American
585  552741_010    674   45760.000  Yes   No   Yes Black/African American
586  557020_020    641  218690.633   No   No   Yes        White/Caucasian
587  557856_010    743   11604.000   No   No    No                  Other
588  553341_010    616   24324.000   No  Yes   Yes                   <NA>
589  551914_010    633   82000.000   No   No   Yes Black/African American
590  557391_020    791   25092.000  Yes   No    No        White/Caucasian
591  552423_020    666     203.000   No   No    No Black/African American
592  551305_010    648  200900.000   No   No   Yes        White/Caucasian
593  558293_010    635   82000.000   No   No   Yes        White/Caucasian
594  550918_010    731   22416.000   No   No    No Black/African American
595  554146_010    747   44485.048   No   No   Yes                  Other
596  550753_010    706   52600.000  Yes   No    No        White/Caucasian
597  552034_010    834   27000.000   No   No    No Black/African American
598  552418_010    797   80800.000   No   No    No Black/African American
599  558138_020    556  132003.000   No   No   Yes        White/Caucasian
600  556381_010    655  177000.000   No   No   Yes        White/Caucasian
601  551156_020    544  196000.000   No   No    No                   <NA>
602  551761_020    759   31000.000  Yes   No   Yes Black/African American
603  554247_020    886   22004.000  Yes   No    No        White/Caucasian
604  559551_010    673    4772.000   No   No    No Black/African American
605  552656_020    664  158800.000   No   No    No        White/Caucasian
606  556398_010    804       0.000  Yes   No   Yes        White/Caucasian
607  553258_010    872   68240.000   No   No    No Black/African American
608  557061_010    644   21000.000   No   No   Yes Black/African American
609  553904_010    653    6216.000   No   No   Yes                   <NA>
610  556260_010    637  147580.000   No   No   Yes        White/Caucasian
611  555951_010    829   53428.000  Yes   No    No Black/African American
612  558082_010    988   15324.000   No   No    No Black/African American
613  552874_010    757   42281.000   No   No   Yes        White/Caucasian
614  556154_010    656  262500.000   No   No    No Black/African American
615  553118_020    613   29436.000   No  Yes    No                   <NA>
616  555653_010    622  120000.000   No   No   Yes                   <NA>
617  552748_020    757   30500.000   No   No    No Black/African American
618  558844_020    514   41540.775   No   No   Yes        White/Caucasian
619  554818_010    719   76033.000   No   No   Yes Black/African American
620  552104_020    616   19040.000   No  Yes   Yes        White/Caucasian
621  554846_010    746   16800.000   No   No   Yes Black/African American
622  550920_020    721   16572.000  Yes   No   Yes        White/Caucasian
623  552065_010    848   18231.333   No   No   Yes Black/African American
624  553776_010    658  336000.000  Yes   No    No                   <NA>
625  557767_010    818   10800.000   No   No   Yes        White/Caucasian
626  550661_010    651   22217.000  Yes   No    No        White/Caucasian
627  557104_010    735   67000.000  Yes   No    No Black/African American
628  552193_010    686  103606.365  Yes   No   Yes                  Other
629  556433_010    670       0.000   No   No    No                   <NA>
630  551789_010    671   43200.000  Yes   No   Yes                   <NA>
631  558938_010    645   45455.000  Yes   No    No Black/African American
632  554847_010    627    3492.000   No   No   Yes                   <NA>
633  555877_010    646  122000.000  Yes  Yes   Yes        White/Caucasian
634  559269_010    649  101156.000   No   No   Yes        White/Caucasian
635  551414_020    739       0.000   No   No    No        White/Caucasian
636  559223_010    591   70000.000   No   No   Yes Black/African American
637  555262_010    627  253820.000   No   No   Yes        White/Caucasian
638  557775_010    641   59000.000   No   No   Yes        White/Caucasian
639  553055_020    660   40950.000  Yes   No   Yes Black/African American
640  558264_010    702   28336.000   No   No   Yes Black/African American
641  556516_010    675  206000.000   No   No   Yes        White/Caucasian
642  552154_020    597   10920.000   No   No    No        White/Caucasian
643  550147_010    716   30174.637   No   No    No Black/African American
644  557407_010    634   43200.000  Yes  Yes    No Black/African American
645  556741_010    648   60819.000   No   No    No                  Other
646  556833_010    649   72872.000   No   No   Yes        White/Caucasian
647  555405_020    637   70000.000   No   No   Yes                  Other
648  550661_010    641   21925.987  Yes   No    No        White/Caucasian
649  556088_010   1053   10080.000  Yes   No    No Black/African American
650  554154_020    673   44000.000   No   No   Yes        White/Caucasian
651  556301_010    662  111355.000   No   No    No Black/African American
652  551645_010    865   22256.400  Yes   No   Yes        White/Caucasian
653  552544_010    677  200100.000   No   No   Yes        White/Caucasian
654  555931_010    655  325480.000   No   No   Yes                  Other
655  555800_010    873   48515.000  Yes   No   Yes                   <NA>
656  550698_010    742   46000.000  Yes   No   Yes Black/African American
657  554152_020    684  325480.000   No   No   Yes        White/Caucasian
658  558187_020    607  102000.000   No  Yes   Yes        White/Caucasian
659  553951_020    629   76000.000   No   No    No                  Other
660  557268_010    765   46236.000   No   No   Yes Black/African American
661  557649_010    729   87706.076   No   No   Yes Black/African American
662  556886_020    652  157820.000   No   No   Yes                   <NA>
663  558543_020    772  276881.000  Yes   No   Yes        White/Caucasian
664  555915_020    653   74000.000   No   No   Yes        White/Caucasian
665  557657_010    627  263000.000   No   No   Yes Black/African American
666  554953_010    643   31500.000   No   No    No        White/Caucasian
667  558859_010    650   75000.000   No   No   Yes        White/Caucasian
668  557802_010    808   40800.000   No   No   Yes Black/African American
669  554624_010   1100   26008.000  Yes   No    No                  Other
670  557048_010    713  131080.000  Yes   No    No Black/African American
671  551073_010    650    3400.000   No   No   Yes                  Other
672  554344_010    844   59040.000   No   No   Yes Black/African American
673  552192_010    679   15254.301   No   No   Yes                  Other
674  551132_020    679  109000.000   No   No   Yes        White/Caucasian
675  559346_010    877   84000.000   No   No   Yes Black/African American
676  556453_020    782   37860.000  Yes   No    No Black/African American
677  559907_010    690       0.000   No   No   Yes                  Other
678  554117_020    633   84400.000   No   No   Yes        White/Caucasian
679  558158_010    685   50000.000   No   No   Yes Black/African American
680  558626_010    671   80620.000   No   No   Yes                   <NA>
681  556779_010    684  121200.000   No   No   Yes        White/Caucasian
682  554003_010    685   16212.000  Yes   No   Yes Black/African American
683  554793_010    770   38608.344  Yes   No   Yes Black/African American
684  556149_010    714   16416.000   No   No   Yes                  Other
685  552504_010    670    6457.206   No   No   Yes        White/Caucasian
686  555586_010    657   29040.000   No   No   Yes                   <NA>
687  558069_010    810   30000.000   No  Yes   Yes Black/African American
688  556675_010    691  115000.000   No   No   Yes                  Other
689  551806_020    554  535269.708   No   No   Yes        White/Caucasian
690  559103_020    566  348924.754   No   No   Yes        White/Caucasian
691  550516_010    750   13236.000   No   No   Yes Black/African American
692  553262_010    632   17796.000   No   No    No        White/Caucasian
693  558450_020    637  160120.000   No   No   Yes        White/Caucasian
694  558380_010    758    4644.000   No   No    No        White/Caucasian
695  550827_010    780   88690.000   No   No   Yes        White/Caucasian
696  558293_010    635   81184.000   No   No   Yes        White/Caucasian
697  556570_010    711   92760.000   No   No   Yes Black/African American
698  558316_010    804   25764.286  Yes   No    No                  Other
699  555241_010    635   14712.000   No   No   Yes Black/African American
700  557111_020    959   38220.000  Yes   No    No Black/African American
701  555545_010    720    3372.000   No   No   Yes Black/African American
702  551214_010    798     203.000  Yes   No   Yes                  Other
703  556943_020    641   13824.000   No   No   Yes                  Other
704  558629_020    835  389080.000   No   No    No        White/Caucasian
705  558511_010    610   47960.000  Yes   No    No                   <NA>
706  553826_010    765  175000.000   No   No   Yes        White/Caucasian
707  558841_010    628  162000.000   No   No   Yes        White/Caucasian
708  557351_020    815  107680.000   No   No    No Black/African American
709  550156_020    612  287339.246   No   No    No        White/Caucasian
710  554874_010    720   29000.000  Yes   No    No Black/African American
711  557721_020    644   60276.000   No   No    No        White/Caucasian
712  558985_010    651   13728.000  Yes   No    No                  Other
713  551944_010    612  135616.756   No   No   Yes                   <NA>
714  552329_010    666   20716.000   No   No   Yes        White/Caucasian
715  553815_020    457  173051.899   No   No   Yes                   <NA>
716  559840_010    658  182700.000   No   No   Yes                   <NA>
717  556088_010   1052   10000.000  Yes   No    No Black/African American
718  550503_010    955   21200.000   No   No    No        White/Caucasian
719  551412_020    680   72600.000   No   No   Yes        White/Caucasian
720  554479_010    669   15345.000   No   No    No Black/African American
721  555476_020    641  325480.000   No   No   Yes        White/Caucasian
722  557375_010    623     500.000  Yes  Yes   Yes        White/Caucasian
723  556717_020    665  357000.000   No   No   Yes                   <NA>
724  554706_010    691  312198.000   No   No   Yes Black/African American
725  556760_010    607  800600.000   No   No   Yes                   <NA>
726  559839_010    638  376139.620   No   No    No                  Other
727  557571_010    818   22848.000  Yes  Yes    No Black/African American
728  559644_010    736   13872.000  Yes  Yes   Yes        White/Caucasian
729  553505_020    570  246700.000   No   No   Yes        White/Caucasian
730  558366_010    677  152000.000   No   No   Yes        White/Caucasian
731  555952_020    612  103000.000  Yes   No    No        White/Caucasian
732  557804_020    713    2400.000  Yes   No    No Black/African American
733  556431_020    629  118000.000  Yes   No    No                   <NA>
734  551054_010    685   29000.000   No   No   Yes Black/African American
735  558001_010    646   54240.000   No   No   Yes                  Other
736  558617_010    701   68000.000  Yes   No   Yes        White/Caucasian
737  550887_010    671   28680.000   No   No   Yes                   <NA>
738  552780_020    853   98000.000   No   No   Yes                  Other
739  551806_020    557  533260.399   No   No   Yes        White/Caucasian
740  551761_010    882   31000.000   No   No   Yes Black/African American
741  554961_010    651   63915.000   No   No    No                   <NA>
742  555679_010    686   30000.000   No   No   Yes                   <NA>
743  551461_020    633   76000.000   No   No    No        White/Caucasian
744  554098_010    677    7800.000   No   No   Yes                   <NA>
745  551808_020    843   19248.000   No   No   Yes Black/African American
746  559069_020    695  189003.000   No   No    No        White/Caucasian
747  552843_010    937   17832.000   No   No   Yes        White/Caucasian
748  553206_010    656    3604.000  Yes   No   Yes Black/African American
749  557983_010    824   11840.000   No   No    No                   <NA>
750  559501_010    658  228533.430   No   No    No        White/Caucasian
751  555797_010    622    1980.000   No   No   Yes                   <NA>
752  556175_010    650  220000.000   No   No   Yes        White/Caucasian
753  550860_010    823   93200.000   No   No   Yes Black/African American
754  555578_010    725   13824.000   No   No   Yes Black/African American
755  556990_010    630   70000.000   No   No   Yes        White/Caucasian
756  555955_010   1070   10920.000  Yes   No    No Black/African American
757  551950_020    823   37978.774   No   No   Yes        White/Caucasian
758  559002_010    645   98137.254   No   No   Yes Black/African American
759  557461_010    660  407606.754  Yes   No   Yes        White/Caucasian
760  556483_010    629  180640.000   No   No   Yes Black/African American
761  557966_010    653  130000.000   No   No   Yes                   <NA>
762  556008_020    566  209782.624  Yes   No   Yes        White/Caucasian
763  559587_020    861   49100.000   No   No   Yes        White/Caucasian
764  556541_010    689    9208.000   No   No    No Black/African American
765  557902_010    862   15264.000   No   No   Yes        White/Caucasian
766  550183_010    879   55000.000   No   No    No                  Other
767  557225_010    618   15252.000  Yes  Yes    No                   <NA>
768  559515_020    809  218690.633  Yes   No   Yes Black/African American
769  551779_010    764  637040.695   No   No   Yes Black/African American
770  552775_020    580  117050.000   No   No   Yes                   <NA>
771  552011_010    628   61537.649   No   No    No Black/African American
772  552638_020    527  137000.000   No   No   Yes                   <NA>
773  555037_010    615   72000.000   No   No   Yes                   <NA>
774  557963_010    685   88689.000   No  Yes    No                   <NA>
775  553446_010    605   17592.000   No   No    No                   <NA>
776  556323_020    662  122012.000   No   No   Yes        White/Caucasian
777  558156_010    903   17964.000   No   No    No                  Other
778  551646_010    679   51200.000   No   No   Yes                   <NA>
779  554591_020    582  127020.000   No   No   Yes Black/African American
780  559373_010    625   13032.000   No   No   Yes                   <NA>
781  552339_010    662   11748.000  Yes   No    No        White/Caucasian
782  555931_010    656  332712.192   No   No   Yes                  Other
783  557384_010    862   37700.000  Yes   No   Yes Black/African American
784  555086_010    657  109120.000   No  Yes    No                   <NA>
785  556424_010    622   49000.000   No   No   Yes        White/Caucasian
786  553935_010    836   19086.000   No   No    No Black/African American
787  557253_010    891   30671.980  Yes   No   Yes        White/Caucasian
788  553852_010    635       0.000   No   No   Yes        White/Caucasian
789  554789_020    745  149048.000   No   No   Yes Black/African American
790  551110_010    823   13806.325   No   No    No Black/African American
791  556873_010    843  131080.000  Yes   No   Yes        White/Caucasian
792  559812_010    686   51200.000   No  Yes   Yes Black/African American
793  557223_020    773   30300.000   No   No   Yes        White/Caucasian
794  559283_010    636   52774.571  Yes   No   Yes                   <NA>
795  559353_010    617   38536.101   No   No    No        White/Caucasian
796  557141_010    638   96428.000  Yes   No   Yes        White/Caucasian
797  558131_010    674  168000.000   No   No   Yes        White/Caucasian
798  555578_020    701   14148.000   No   No   Yes Black/African American
799  557965_010    613  287339.246   No   No   Yes        White/Caucasian
800  558115_010    675       0.000  Yes   No    No                   <NA>
801  558052_010    681   10000.000  Yes  Yes   Yes        White/Caucasian
802  552681_010    624   51000.000   No   No   Yes Black/African American
803  559379_010    616  105000.000   No   No    No                   <NA>
804  558867_010    816   37079.926   No   No   Yes Black/African American
805  559229_020    574  418024.000  Yes   No   Yes        White/Caucasian
806  555785_020    496   30598.050   No   No    No                   <NA>
807  550569_020    642  320000.000   No   No   Yes        White/Caucasian
808  554154_020    673   43760.000  Yes   No   Yes        White/Caucasian
809  552192_010    679   15600.000   No   No   Yes                  Other
810  552949_020    651  134000.000   No   No    No        White/Caucasian
811  557892_020    980   45240.000   No   No    No        White/Caucasian
812  553280_020    486   50000.000   No   No    No                   <NA>
813  554604_020    621   21600.000   No   No   Yes                   <NA>
814  555209_010    630  364400.000   No   No   Yes        White/Caucasian
815  554840_010    663   30869.000  Yes   No   Yes                  Other
816  559785_010    675   75520.000  Yes  Yes   Yes        White/Caucasian
817  550299_010    669   72600.000   No   No   Yes                   <NA>
818  554772_010   1048   19604.000   No   No   Yes Black/African American
819  552874_020    787   42300.000   No   No   Yes        White/Caucasian
820  556768_020    866   41208.000   No   No    No                  Other
821  559010_010    812   20908.000   No   No   Yes Black/African American
822  559928_010    644    3959.941   No   No   Yes        White/Caucasian
823  553413_020    771   87000.000  Yes   No   Yes                  Other
824  557909_020    418   51682.000   No   No   Yes                  Other
825  554773_010    749   60000.000   No   No    No Black/African American
826  559734_010    663  108836.000   No   No    No                   <NA>
827  552780_020    849   99200.000   No   No   Yes                  Other
828  554655_010    642   15024.000  Yes   No   Yes        White/Caucasian
829  556876_010    788   90000.000   No   No   Yes        White/Caucasian
830  559820_010    635  176000.000   No   No   Yes        White/Caucasian
831  559984_010    909   15600.000   No   No    No        White/Caucasian
832  556983_020    614  148000.000   No   No    No                   <NA>
833  552184_010    646   10200.000  Yes   No   Yes                   <NA>
834  559573_010    771    1788.000  Yes   No   Yes        White/Caucasian
835  552314_010    774   70000.000   No   No   Yes Black/African American
836  554301_020    589  109000.000   No   No   Yes        White/Caucasian
837  552154_020    596   10968.000   No   No    No        White/Caucasian
838  555210_010    819   23808.000  Yes   No    No Black/African American
839  555336_010    797   35000.000   No   No   Yes Black/African American
840  559691_010    609   71000.000   No   No    No        White/Caucasian
841  559341_010    668   20100.000   No   No   Yes Black/African American
842  552100_010    760  178080.000   No   No   Yes Black/African American
843  556796_010    610   36682.528   No   No   Yes        White/Caucasian
844  550316_010    796   19332.000   No   No   Yes                  Other
845  558191_010    667  243600.000   No   No   Yes                   <NA>
846  556666_020    570  186600.000   No   No    No        White/Caucasian
847  552812_010    655  153404.000  Yes   No   Yes Black/African American
848  552786_010    718   39154.111  Yes   No   Yes                  Other
849  555506_010    607   25274.273   No  Yes    No                   <NA>
850  558939_020    741  145000.000   No   No   Yes                  Other
851  554006_010    896   26420.000  Yes   No    No        White/Caucasian
852  553707_010   1016   37978.774   No   No   Yes                  Other
853  559567_010    825   37181.174   No   No    No Black/African American
854  554144_010    663   31616.000   No   No    No                   <NA>
855  550688_010    621   19100.000  Yes  Yes   Yes                  Other
856  557480_010    617       0.000  Yes   No    No                  Other
857  553914_020    612  250800.000   No   No   Yes                   <NA>
858  552660_020    924   37200.000   No   No    No Black/African American
859  556148_020    919   36024.000   No   No   Yes        White/Caucasian
860  559912_020    682  133000.000   No   No   Yes        White/Caucasian
861  559431_020    614  115000.000   No   No   Yes                  Other
862  554069_010    804   13149.386   No   No   Yes Black/African American
863  552681_010    624   51311.000   No   No   Yes                  Other
864  558629_010    835  383500.000   No   No    No        White/Caucasian
865  557118_010    626   22846.000   No   No   Yes                  Other
866  557320_020    571  164000.000   No   No   Yes        White/Caucasian
867  553775_010    652  101036.000  Yes   No   Yes                  Other
868  555663_010    682   89670.804   No   No   Yes                  Other
869  551833_010    637   83800.000   No   No   Yes                   <NA>
870  553994_020    615   10968.000  Yes  Yes    No        White/Caucasian
871  555073_020    667  212942.661   No   No   Yes        White/Caucasian
872  555797_010    622    2000.000   No   No   Yes                   <NA>
873  558281_010   1063   21500.000  Yes   No    No                  Other
874  550683_010    635  306283.154  Yes   No   Yes Black/African American
875  554972_020    556   46892.000   No   No   Yes Black/African American
876  555294_010    641   22110.000   No   No    No                   <NA>
877  558441_010    640  308000.000   No   No   Yes                   <NA>
878  554330_020    676  161000.000  Yes   No   Yes        White/Caucasian
879  553780_020    672  383500.000   No   No   Yes Black/African American
880  551412_020    680   73120.000   No   No   Yes        White/Caucasian
881  553534_010    655  104400.000   No   No   Yes                   <NA>
882  554449_010    699  263279.733   No   No   Yes Black/African American
883  552332_020    769  122600.000  Yes   No   Yes        White/Caucasian
884  556579_010    866   18049.141  Yes   No    No                  Other
885  554256_020    669   13872.000   No   No    No                  Other
886  556453_020    774   37800.000  Yes   No    No Black/African American
887  551748_010    661  100000.000   No   No   Yes        White/Caucasian
888  555601_020    735   59040.000  Yes   No   Yes Black/African American
889  554899_020    493   33663.623  Yes   No   Yes        White/Caucasian
890  558174_020    939  141276.000   No  Yes   Yes        White/Caucasian
891  553771_010    656   12420.000  Yes   No   Yes                  Other
892  556878_020    568   94400.000   No   No   Yes        White/Caucasian
893  556185_010    772   18840.000   No   No    No Black/African American
894  556200_010    644  136817.000   No   No   Yes        White/Caucasian
895  550790_020    569  418024.000   No   No   Yes                   <NA>
896  550967_020    767   84600.000  Yes   No    No Black/African American
897  555274_010    698   47400.000  Yes   No    No                  Other
898  556069_010    895   16800.000   No   No   Yes Black/African American
899  556675_020    576  115000.000   No   No   Yes                  Other
900  558252_010    619   13806.325  Yes   No   Yes Black/African American
901  556495_020    608   55000.000   No   No    No                   <NA>
902  556995_010    652  102784.980   No   No   Yes                   <NA>
903  554851_010    968    6140.000  Yes   No   Yes        White/Caucasian
904  550686_010    701   28680.000   No   No    No        White/Caucasian
905  552118_020    746  101338.000   No   No   Yes                  Other
906  554690_020    595  120000.000   No   No   Yes        White/Caucasian
907  554172_010    735   31000.000   No   No   Yes                  Other
908  559286_010    807   85000.000   No   No    No Black/African American
909  556437_020    640    2916.000   No   No   Yes                   <NA>
910  554864_020    633  145000.000   No   No   Yes                   <NA>
911  556050_010    646  238400.000   No   No   Yes        White/Caucasian
912  559416_010    680   52000.000   No   No   Yes Black/African American
913  559071_010    706       0.000   No   No   Yes        White/Caucasian
914  559750_010    833   28932.000   No   No   Yes                  Other
915  556634_010    611   24960.000   No   No    No                   <NA>
916  558252_010    620   14160.000  Yes   No   Yes Black/African American
917  552721_010    891   14113.430  Yes   No   Yes Black/African American
918  553948_020    782  118000.000  Yes   No   Yes Black/African American
919  559587_020    812   48200.000   No   No   Yes        White/Caucasian
920  558546_010    726   11880.000   No   No   Yes                  Other
921  557855_010    714   32580.000  Yes   No   Yes Black/African American
922  552819_010    673  276881.000   No   No   Yes                   <NA>
923  557538_020    667    4320.000   No   No   Yes        White/Caucasian
924  556441_010    711   20000.000   No   No   Yes Black/African American
925  559600_020    664   70020.000   No   No   Yes                   <NA>
926  556424_020    544   48200.000  Yes   No    No        White/Caucasian
927  552228_010    660   12000.000   No   No   Yes                   <NA>
928  555650_010    668   53400.000   No   No   Yes        White/Caucasian
929  557014_010    988   46793.034  Yes   No    No Black/African American
930  558897_010    618   12251.412   No   No    No        White/Caucasian
931  559269_020    615  100960.000   No   No   Yes        White/Caucasian
932  559292_010    681       0.000   No   No   Yes Black/African American
933  554152_020    684  327000.000   No   No   Yes        White/Caucasian
934  557461_020    606  404000.000  Yes   No   Yes        White/Caucasian
935  555163_010    651  200000.000   No   No    No        White/Caucasian
936  558155_010    706   16320.000  Yes   No    No Black/African American
937  559691_010    609   70800.000   No   No    No        White/Caucasian
938  551092_010    679   99000.000   No   No   Yes                   <NA>
939  558671_020    909   30869.000  Yes   No    No        White/Caucasian
940  555351_010    646   69278.635   No   No   Yes Black/African American
941  553574_010    641  100000.000   No   No   Yes Black/African American
942  551512_010    779   19380.000   No   No   Yes        White/Caucasian
943  556666_020    569  188000.000   No   No    No        White/Caucasian
944  559762_010    656   73537.000   No   No   Yes        White/Caucasian
945  550166_010    653  356087.063  Yes   No   Yes        White/Caucasian
946  552816_020    764       0.000   No   No   Yes        White/Caucasian
947  553227_010    676   14796.000   No   No   Yes        White/Caucasian
948  556240_010    689   15000.000   No   No   Yes Black/African American
949  555152_010    661  707600.000   No   No   Yes        White/Caucasian
950  551660_010    855   24132.000   No   No   Yes Black/African American
951  555192_020   1060   19716.000   No  Yes   Yes                  Other
952  558532_020    663   60200.000   No   No    No                   <NA>
953  552490_010    862    5860.000   No   No    No Black/African American
954  557811_010    619  148060.000  Yes   No   Yes        White/Caucasian
955  551144_010    927   19500.000   No   No    No        White/Caucasian
956  552971_010    813   21000.000  Yes  Yes   Yes Black/African American
957  556869_010    885   69479.000  Yes   No    No Black/African American
958  556541_010    682    8880.000   No   No    No Black/African American
959  553399_020    861  212942.661   No   No    No Black/African American
960  553114_010    629  156204.000   No   No   Yes                   <NA>
961  552179_010    626   35000.000   No   No   Yes                   <NA>
962  559408_010    862   68403.000   No   No   Yes        White/Caucasian
963  559842_010    629  250080.000  Yes   No   Yes        White/Caucasian
964  551442_010    704   25405.000   No   No    No Black/African American
965  550661_010    651   22004.000  Yes   No    No        White/Caucasian
966  554238_020    912   62862.000   No   No   Yes        White/Caucasian
967  556121_010    661    9750.000  Yes   No    No                   <NA>
968  551940_010    672  119008.000   No   No   Yes        White/Caucasian
969  550183_010    879   55000.000   No   No    No                  Other
970  552510_010    625   93809.033   No   No   Yes        White/Caucasian
971  553319_010    634   59404.000   No   No   Yes                   <NA>
972  558344_010    654   75520.000  Yes   No   Yes                   <NA>
973  553315_020    735   56003.000   No   No   Yes        White/Caucasian
974  555578_010    726   13860.000   No   No   Yes Black/African American
975  559094_010    642   26400.000   No   No   Yes Black/African American
976  550920_010    731   16392.679  Yes   No   Yes                   <NA>
977  554449_010    698  258224.000   No   No   Yes Black/African American
978  550428_010    713   55000.000   No   No   Yes Black/African American
979  559129_010    700   23200.000   No   No   Yes                  Other
980  556323_010    635  122036.000   No   No   Yes        White/Caucasian
981  554569_010    894   33972.000   No   No    No Black/African American
982  552976_020    581  147012.000   No   No   Yes                   <NA>
983  559707_010    643  136656.000   No   No   Yes                   <NA>
984  557924_020    627  116500.000   No   No    No        White/Caucasian
985  557446_010    663   65000.000   No  Yes    No        White/Caucasian
986  551380_010    654  104400.000   No   No   Yes        White/Caucasian
987  551944_020    635  135024.000   No   No   Yes                   <NA>
988  550156_010    612  289000.000   No   No    No        White/Caucasian
989  554069_010    823   12960.000   No   No   Yes Black/African American
990  555697_020    654   15192.000  Yes   No   Yes        White/Caucasian
991  551110_010    823   13843.000   No   No    No Black/African American
992  557786_010    740   45000.000   No   No   Yes Black/African American
993  557965_020    568  289000.000   No   No   Yes        White/Caucasian
994  550295_010    627   25260.000  Yes   No   Yes        White/Caucasian
995  559586_010    664  129600.000   No   No   Yes                  Other
996  552231_010    632  102200.000   No   No   Yes                   <NA>
997  559649_010    733   53400.000   No   No   Yes Black/African American
998  554247_020    980   22000.000  Yes   No    No        White/Caucasian
999  553121_010    677    7200.000   No   No   Yes        White/Caucasian
1000 552025_010    619  116500.000   No   No   Yes Black/African American
1001 558568_020    804   52000.000  Yes   No    No Black/African American
1002 553757_020    621  267060.000   No   No   Yes        White/Caucasian
1003 553948_020    782  118000.000  Yes   No   Yes Black/African American
1004 556249_020    607  711600.000   No   No   Yes                  Other
1005 553399_010    862  209782.624   No   No    No Black/African American
1006 557630_020    590   55012.000   No   No   Yes        White/Caucasian
1007 556390_010    632   12000.000   No   No   Yes        White/Caucasian
1008 556869_010    885   70080.000  Yes   No    No Black/African American
1009 557320_020    574  164000.000   No   No   Yes        White/Caucasian
1010 555004_010    620   15000.000   No   No   Yes                  Other
1011 550239_010    639    8940.000   No   No   Yes Black/African American
1012 557889_010    752       0.000   No   No    No                  Other
1013 559973_010    652  150512.000  Yes   No    No        White/Caucasian
1014 556300_020    636  385000.000   No   No    No                   <NA>
1015 550201_020    484  281000.000   No   No   Yes        White/Caucasian
1016 552118_020    665  101400.000   No   No   Yes                  Other
1017 551759_010    659  134000.000   No   No   Yes        White/Caucasian
1018 557111_010    911   38452.000  Yes   No   Yes Black/African American
1019 559603_020    813  105000.000  Yes   No   Yes Black/African American
1020 556717_020    642  360000.000   No   No   Yes                   <NA>
1021 553879_010    734   13097.695   No   No   Yes                  Other
1022 556732_010    774   47777.107   No   No   Yes        White/Caucasian
1023 556431_010    620  118000.000   No   No   Yes                   <NA>
1024 550683_010    635  303916.197  Yes   No   Yes Black/African American
1025 559698_010    616  407606.754   No   No   Yes                   <NA>
1026 559010_010    813   20820.000   No   No   Yes Black/African American
1027 555065_010    660  196000.000   No   No    No                   <NA>
1028 553112_010    791   43200.000   No   No   Yes Black/African American
1029 555405_010    637   70080.000   No   No   Yes                  Other
1030 550882_010    645    6180.000   No   No   Yes Black/African American
1031 559287_010    924   96267.615   No   No   Yes        White/Caucasian
1032 553961_020    675  169876.000  Yes   No   Yes        White/Caucasian
1033 559624_010    668   85449.191   No   No   Yes                   <NA>
1034 555578_010    765   13824.000   No   No   Yes Black/African American
1035 557856_010    731   11772.000   No   No    No                  Other
1036 552741_010    667   45421.000  Yes   No   Yes Black/African American
1037 559093_020    565   50400.000   No   No   Yes Black/African American
1038 559764_010    737   13527.000   No   No   Yes Black/African American
1039 554161_010    619  124000.000   No   No   Yes        White/Caucasian
1040 556225_020    507   63000.000   No   No   Yes                   <NA>
1041 554017_010    866   10344.000   No   No    No        White/Caucasian
1042 554578_010    674  175000.000   No   No    No                  Other
1043 558175_010    630  534004.000   No   No   Yes                   <NA>
1044 550015_010    678   90000.000   No   No   Yes                  Other
1045 554006_010    897   26400.000  Yes   No    No        White/Caucasian
1046 557424_010    623   54026.574  Yes   No   Yes Black/African American
1047 554069_020    733   13208.000   No   No    No Black/African American
1048 559269_010    649  100900.000   No   No   Yes        White/Caucasian
1049 555464_010    641   10348.000  Yes   No   Yes        White/Caucasian
1050 558271_010    648  139000.000   No   No   Yes        White/Caucasian
1051 554305_010    862   39132.000   No   No   Yes        White/Caucasian
1052 552320_010    757   13200.000   No   No    No        White/Caucasian
1053 556271_010    748   13149.386  Yes   No    No                  Other
1054 556979_010    644   26880.000   No   No   Yes        White/Caucasian
1055 556621_010    801   19200.000  Yes   No   Yes        White/Caucasian
1056 551057_010    927   15000.000   No  Yes    No        White/Caucasian
1057 557680_020    857   46020.000   No   No   Yes Black/African American
1058 554443_010    773   30724.000  Yes   No   Yes        White/Caucasian
1059 557446_010    663   65000.000   No  Yes    No        White/Caucasian
1060 557510_020    564   88690.000   No   No    No Black/African American
1061 558380_010    759    4688.000   No   No    No        White/Caucasian
1062 555137_010    686   13884.000   No   No   Yes Black/African American
1063 553715_010    739    2209.000  Yes   No    No Black/African American
1064 558582_010    655   62000.000  Yes   No   Yes        White/Caucasian
1065 550637_020    627  455012.000   No   No   Yes                   <NA>
1066 558390_010    658  127522.562   No   No    No                  Other
1067 555151_010    627  369257.048   No  Yes   Yes        White/Caucasian
1068 555018_010    691  156660.000   No   No    No Black/African American
1069 552840_010    635   37200.000   No   No   Yes                   <NA>
1070 552874_020    761   42300.000  Yes   No   Yes        White/Caucasian
1071 557924_020    629  117012.000   No  Yes    No        White/Caucasian
1072 552976_020    583  147012.000   No   No   Yes                   <NA>
1073 552741_010    675   45421.000  Yes   No   Yes Black/African American
1074 552104_010    605   19381.000   No  Yes   Yes        White/Caucasian
1075 553014_010    867  235960.000  Yes   No   Yes                  Other
1076 552025_010    619  117050.000   No   No   Yes Black/African American
1077 552154_010    662   11000.000   No   No   Yes        White/Caucasian
1078 556428_010    801   42200.000  Yes   No   Yes Black/African American
1079 552629_010    939   30780.000  Yes   No   Yes Black/African American
1080 557151_010    968   44000.000   No   No    No Black/African American
1081 551150_010    888     203.000   No   No   Yes                  Other
1082 553778_020    798  126000.000  Yes   No   Yes Black/African American
1083 559286_010    807   84600.000   No   No    No Black/African American
1084 558309_010    987   12348.000   No   No   Yes                  Other
1085 553055_020    733   40498.000  Yes   No    No Black/African American
1086 557902_010    861   15385.000   No   No   Yes        White/Caucasian
1087 552011_010    628   61324.356   No   No    No Black/African American
1088 550964_010    629  637040.695   No   No   Yes        White/Caucasian
1089 550516_010    748   13032.000   No   No   Yes Black/African American
1090 554256_010    662   13800.000   No   No    No                  Other
1091 551744_020    711  194000.000   No   No    No        White/Caucasian
1092 552363_020    591   76033.000   No   No   Yes        White/Caucasian
1093 550410_010    608  100010.000   No   No    No                   <NA>
1094 551529_010    994   20100.000   No   No    No Black/African American
1095 552301_010    925   11880.000   No   No   Yes        White/Caucasian
1096 551928_010    643   28264.000  Yes   No    No        White/Caucasian
1097 556668_020    992   23616.000   No  Yes   Yes        White/Caucasian
1098 558445_010    690       0.000   No   No   Yes Black/African American
1099 552395_010   1027    9600.000   No   No   Yes        White/Caucasian
1100 554154_020    673   44000.000   No   No   Yes        White/Caucasian
1101 550267_020    688  133000.000   No   No   Yes        White/Caucasian
1102 559241_010    659  277412.000   No   No   Yes        White/Caucasian
1103 554152_020    684  334248.000   No   No   Yes        White/Caucasian
1104 555216_010    907   44400.000   No   No   Yes                  Other
1105 559178_020    739   94204.000   No   No    No Black/African American
1106 556325_020    572   83000.000   No   No   Yes                   <NA>
1107 556939_010    635   31336.000   No  Yes   Yes                   <NA>
1108 559969_020    932   30000.000   No   No    No        White/Caucasian
1109 552306_020    610  188000.000   No   No   Yes                   <NA>
1110 550461_010    764   15600.000  Yes   No    No        White/Caucasian
1111 558082_010    983   15252.000   No   No    No Black/African American
1112 557811_020    646  148000.000   No   No   Yes        White/Caucasian
1113 553879_010    735   13032.000   No   No   Yes                  Other
1114 550583_010    651   94788.000   No  Yes   Yes        White/Caucasian
1115 559917_010    668       0.000   No   No   Yes        White/Caucasian
1116 558594_010    668    9600.000   No   No   Yes                   <NA>
1117 556732_010    774   47520.000   No   No   Yes        White/Caucasian
1118 556793_010    647     300.000   No   No   Yes                  Other
1119 557461_020    617  407606.754  Yes   No   Yes        White/Caucasian
1120 557811_020    654  148024.000  Yes   No   Yes        White/Caucasian
1121 558576_010    686   52000.000  Yes   No   Yes        White/Caucasian
1122 557529_010    618  120024.000   No   No   Yes                   <NA>
1123 550645_010    797  145400.000   No   No   Yes        White/Caucasian
1124 551263_020    634  160080.000   No   No   Yes        White/Caucasian
1125 553534_010    651  104900.000   No   No   Yes                   <NA>
1126 553948_010    781  118000.000  Yes  Yes    No Black/African American
1127 557967_020    645  267060.000   No   No   Yes        White/Caucasian
1128 552494_010    682  285000.000   No   No   Yes        White/Caucasian
1129 552775_020    580  117000.000   No   No   Yes                   <NA>
1130 550759_010    830   17520.000   No   No   Yes                  Other
1131 556666_020    567  187800.000   No   No    No        White/Caucasian
1132 552079_010    618   70000.000   No   No    No        White/Caucasian
1133 554660_020    665   11040.000  Yes   No   Yes        White/Caucasian
1134 558540_010    767    9672.000   No   No   Yes        White/Caucasian
1135 551263_020    634  160120.000   No   No   Yes        White/Caucasian
1136 550110_010    674    3000.000   No   No    No        White/Caucasian
1137 550931_010    653   31616.000   No   No   Yes                   <NA>
1138 555503_020    676   30000.000   No   No   Yes                  Other
1139 550920_010    784   16608.000  Yes   No   Yes                   <NA>
1140 559818_010    652   23142.000   No   No   Yes                   <NA>
1141 552766_010    895   17592.000   No   No   Yes Black/African American
1142 557510_020    566   88690.000   No   No    No Black/African American
1143 557725_010    685  100900.000   No   No   Yes        White/Caucasian
1144 552721_010    892   14040.000  Yes   No   Yes Black/African American
1145 558532_010    613   60400.000   No   No   Yes                   <NA>
1146 552177_010    653   82000.000   No   No   Yes        White/Caucasian
1147 556241_010    633   25962.000   No   No    No        White/Caucasian
1148 550064_010    675  110500.000  Yes   No   Yes        White/Caucasian
1149 559905_010    591    3959.941   No   No    No                   <NA>
1150 554280_010    633   80000.000   No   No    No                   <NA>
1151 557391_020    866   25032.000  Yes   No    No        White/Caucasian
1152 554877_010    623  105000.000  Yes   No   Yes Black/African American
1153 556493_010    717   26400.000   No   No   Yes Black/African American
1154 552154_010    662   11000.000   No   No   Yes        White/Caucasian
1155 555178_010    823   49496.000   No   No   Yes Black/African American
1156 554486_010    831   50607.954  Yes   No    No Black/African American
1157 552886_010    873   22800.000  Yes   No    No Black/African American
1158 554438_010    747   11928.000  Yes   No   Yes Black/African American
1159 555978_010    745    1681.298   No   No   Yes Black/African American
1160 555476_010    641  327040.000   No   No   Yes        White/Caucasian
1161 551253_010    625   67884.000  Yes   No   Yes Black/African American
1162 555113_020    598   84800.000   No   No   Yes                   <NA>
1163 558552_020    758   70512.000   No   No   Yes                  Other
1164 557131_010    768  113000.000   No   No   Yes Black/African American
1165 554330_020    676  161000.000  Yes   No   Yes        White/Caucasian
1166 557213_010    783    7650.000   No   No   Yes        White/Caucasian
1167 558543_020    776  276400.000  Yes   No   Yes        White/Caucasian
1168 557538_020    667    4320.000   No   No   Yes        White/Caucasian
1169 553030_010    624   46020.000  Yes   No   Yes        White/Caucasian
1170 557283_010    670   31000.000   No   No   Yes        White/Caucasian
1171 555311_020    564  484000.000   No   No    No                   <NA>
1172 555156_020    647  106000.000  Yes   No   Yes                  Other
1173 554387_010    668  218690.633   No   No   Yes                   <NA>
1174 552812_010    655  153000.000  Yes   No   Yes Black/African American
1175 550066_010    963   87706.076  Yes   No    No        White/Caucasian
1176 556266_010    685   12708.000  Yes   No    No Black/African American
1177 550614_010    644  166711.764   No   No   Yes        White/Caucasian
1178 553430_010    661   66000.000   No   No   Yes        White/Caucasian
1179 559600_020    668   70000.000   No   No    No                   <NA>
1180 553970_010    663   75000.000  Yes   No   Yes        White/Caucasian
1181 552819_010    669  274191.814   No   No   Yes                   <NA>
1182 551664_010    897   66000.000  Yes   No   Yes Black/African American
1183 558922_010    633   14712.000   No   No    No Black/African American
1184 550458_010    674  343280.000   No   No   Yes                   <NA>
1185 558198_010    645   25304.000  Yes   No    No                   <NA>
1186 558403_020    588  129000.000   No   No   Yes Black/African American
1187 557721_020    643   60400.000   No   No    No        White/Caucasian
1188 559029_020    609  152501.000   No   No   Yes        White/Caucasian
1189 555331_010    669  145000.000   No   No   Yes        White/Caucasian
1190 553294_010    643   55012.000   No   No   Yes                   <NA>
1191 553280_010    646   50000.000   No   No    No                  Other
1192 555578_020    713   13956.000   No   No   Yes Black/African American
1193 556493_020    817   26400.000  Yes   No    No Black/African American
1194 554073_010    617  175536.000   No   No    No Black/African American
1195 555169_010    660   20000.000   No   No   Yes        White/Caucasian
1196 555848_010    772       0.000   No   No   Yes Black/African American
1197 551514_010    656   13527.000   No   No   Yes                   <NA>
1198 559353_010    617   38200.000   No   No    No        White/Caucasian
1199 554855_010    824  145000.000   No   No   Yes Black/African American
1200 559834_010    896   20574.000  Yes   No   Yes        White/Caucasian
1201 555307_010    762   12348.000   No   No    No Black/African American
1202 553139_020    623   50000.000   No   No   Yes        White/Caucasian
1203 551127_010    827   11700.000   No   No    No        White/Caucasian
1204 550536_010    925  115000.000   No   No   Yes Black/African American
1205 556300_010    635  383500.000   No   No    No                   <NA>
1206 551975_010    641  104208.000   No   No   Yes                   <NA>
1207 550064_010    674  110000.000   No   No   Yes Black/African American
1208 557258_010    665   68664.000   No   No   Yes                   <NA>
1209 554652_010    631   48000.000   No   No   Yes        White/Caucasian
1210 559511_010    681  119000.000   No   No   Yes        White/Caucasian
1211 557014_010    824   47220.000  Yes   No    No Black/African American
1212 551334_010    754   94788.000  Yes   No   Yes Black/African American
1213 550201_020    481  285000.000   No   No   Yes        White/Caucasian
1214 556495_020    608   55040.000   No   No   Yes                   <NA>
1215 559598_010    687  372036.209   No   No    No Black/African American
1216 554740_010    707       0.000  Yes   No   Yes Black/African American
1217 559839_010    638  380300.000   No   No    No                  Other
1218 558552_020    757   70332.000   No   No   Yes Black/African American
1219 559234_010    623  137979.058  Yes   No   Yes                   <NA>
1220 554690_020    597  120001.000   No   No   Yes        White/Caucasian
1221 555134_010    670    9672.000   No   No   Yes                   <NA>
1222 559235_010    629   99000.000   No   No    No                   <NA>
1223 557461_020    606  404000.000  Yes   No   Yes        White/Caucasian
1224 552238_010    673    2304.000   No   No   Yes                   <NA>
1225 559748_010    758   29200.000   No  Yes   Yes Black/African American
1226 553641_010    627   50000.000   No  Yes    No                  Other
1227 552304_010    758  182200.000   No   No   Yes        White/Caucasian
1228 551808_020    792   19200.000   No   No   Yes Black/African American
1229 552395_010   1037    9672.000   No   No   Yes        White/Caucasian
1230 556621_010    800   19040.000  Yes   No   Yes        White/Caucasian
1231 555962_010    865   29700.000  Yes   No    No Black/African American
1232 552660_010    924   37000.000  Yes   No   Yes Black/African American
1233 555041_020    912   49100.000  Yes   No    No Black/African American
1234 555042_010    682  130252.000   No  Yes    No                  Other
1235 553832_010    873   14377.649  Yes  Yes    No Black/African American
1236 555663_020    628   90000.000   No   No    No        White/Caucasian
1237 559001_010    834    6720.000   No   No   Yes                  Other
1238 551222_010    643  135000.000   No   No   Yes                   <NA>
1239 557141_010    638   96267.615  Yes   No   Yes        White/Caucasian
1240 552753_010    642  113000.000   No   No    No        White/Caucasian
1241 551744_010    665  194000.000   No   No   Yes        White/Caucasian
1242 559567_020    717   37079.926  Yes   No    No Black/African American
1243 552618_020    862   25600.000   No   No    No Black/African American
1244 559617_020    649  194080.000   No   No   Yes        White/Caucasian
1245 559494_020    457       0.000   No   No    No        White/Caucasian
1246 552789_010    758   90000.000   No   No   Yes Black/African American
1247 552156_010    783   27300.000   No   No   Yes Black/African American
1248 558133_010    677  135000.000  Yes   No   Yes        White/Caucasian
1249 558404_020    766  105000.000   No   No   Yes                  Other
1250 559235_010    629   98030.000   No   No    No                   <NA>
1251 553503_020    609   80500.000  Yes  Yes   Yes        White/Caucasian
1252 552154_020    597   11208.000   No   No    No        White/Caucasian
1253 554687_010    643  142650.000   No   No   Yes                   <NA>
1254 558155_010    705   16600.000  Yes   No    No Black/African American
1255 551064_010    675   56800.000   No   No   Yes                   <NA>
1256 556125_010    964   13843.000  Yes   No   Yes Black/African American
1257 554899_020    484   33460.000  Yes   No   Yes        White/Caucasian
1258 557344_010    698   13600.000  Yes   No    No Black/African American
1259 558366_020    639  150000.000   No   No   Yes        White/Caucasian
1260 550941_010    910   16848.000   No   No    No        White/Caucasian
1261 556475_010    859   66040.000   No   No   Yes Black/African American
1262 556675_020    576  115336.201   No   No   Yes                  Other
1263 556352_010    703   61324.356   No   No   Yes                  Other
1264 557619_010    666  187008.000   No   No   Yes                   <NA>
1265 558765_010    749   16848.000  Yes   No    No Black/African American
1266 553067_010    645  182200.000   No   No   Yes                   <NA>
1267 553610_010    649  110144.000   No   No   Yes        White/Caucasian
1268 550267_020    688  132848.000   No   No   Yes        White/Caucasian
1269 557690_010    720   24752.000  Yes   No    No                  Other
1270 557630_020    589   55000.000   No   No   Yes        White/Caucasian
1271 558950_010    661   71000.000  Yes   No   Yes                   <NA>
1272 556495_020    608   55000.000   No   No    No                   <NA>
1273 559969_010    899   30174.637  Yes   No   Yes                  Other
1274 554674_020    753   78256.000   No   No   Yes Black/African American
1275 554344_020    840   58000.000  Yes   No   Yes Black/African American
1276 553646_010    619  223000.000   No   No   Yes                   <NA>
1277 555648_010    658   40000.000   No   No   Yes                   <NA>
1278 552423_020    666       0.000   No   No    No Black/African American
1279 553780_010    691  385000.000   No   No   Yes Black/African American
1280 553817_010    681   43000.000  Yes   No    No Black/African American
1281 559494_020    481       0.000   No   No    No        White/Caucasian
1282 557882_010    634   10000.000   No   No   Yes        White/Caucasian
1283 557568_010    621   68320.000   No   No   Yes        White/Caucasian
1284 559080_010    679   20400.000  Yes   No   Yes                   <NA>
1285 553846_010    605   14400.000   No   No   Yes                   <NA>
1286 553778_010    754  126000.000   No   No   Yes Black/African American
1287 556288_020    904  308000.000   No   No   Yes        White/Caucasian
1288 551878_010    712   44505.000  Yes   No   Yes Black/African American
1289 557633_010    799    1000.000  Yes   No   Yes Black/African American
1290 551073_010    649    3360.000   No   No   Yes                  Other
1291 556993_010    628  186025.000   No   No   Yes        White/Caucasian
1292 559234_020    673  137000.000   No   No   Yes                   <NA>
1293 556038_010    769   70900.000   No   No   Yes Black/African American
1294 552964_020    650  107000.000   No   No    No        White/Caucasian
1295 553908_020    569     300.000   No   No   Yes Black/African American
1296 555929_010    670   42300.000   No   No    No        White/Caucasian
1297 557681_010    782   16748.872  Yes   No    No Black/African American
1298 550685_010    655   34236.000  Yes   No   Yes        White/Caucasian
1299 552874_020    801   42200.000   No   No   Yes        White/Caucasian
1300 552454_010    772   96004.000   No   No   Yes                  Other
1301 551248_010    702  110000.000   No   No   Yes Black/African American
1302 554409_020    591    3600.000   No   No    No                  Other
1303 551845_010    823   39928.000  Yes   No   Yes Black/African American
1304 558266_010    680   45060.000   No   No   Yes        White/Caucasian
1305 556549_010    869   13416.000  Yes   No    No                  Other
1306 558703_010    636   18000.000  Yes   No   Yes                   <NA>
1307 558143_020    601  534004.000   No   No   Yes        White/Caucasian
1308 559762_010    656   73640.000   No   No   Yes        White/Caucasian
1309 555754_010    589  195000.000   No   No   Yes                   <NA>
1310 550851_020    569       0.000   No   No   Yes        White/Caucasian
1311 550418_010    638    3000.000   No   No   Yes                   <NA>
1312 553743_020    804   10000.000   No   No   Yes Black/African American
1313 550930_010    675   93680.000  Yes   No    No Black/African American
1314 555156_020    643  106000.000  Yes   No   Yes                  Other
1315 555053_020    937   25320.000  Yes   No    No        White/Caucasian
1316 554899_020    476   33460.000  Yes   No   Yes        White/Caucasian
1317 555891_010    676   17964.000  Yes   No   Yes Black/African American
1318 552734_010    644   17424.000   No   No   Yes Black/African American
1319 559785_020    679   75563.157   No   No   Yes                  Other
1320 550428_010    713   55000.000   No   No   Yes Black/African American
1321 554427_010    637  200100.000   No   No   Yes                  Other
1322 554069_020    722   13200.000   No   No    No Black/African American
1323 555215_010    619       0.000   No   No   Yes                   <NA>
1324 559878_010   1014   36682.528  Yes   No   Yes        White/Caucasian
1325 557997_010    655  819600.000  Yes   No   Yes                   <NA>
1326 558366_020    639  150000.000   No   No   Yes        White/Caucasian
1327 552816_020    812       0.000   No   No   Yes        White/Caucasian
1328 550605_010    789   17661.151  Yes   No   Yes                  Other
1329 557882_010    633   10080.000   No   No   Yes        White/Caucasian
1330 550143_010    910   45503.939   No   No   Yes Black/African American
1331 551712_010    872   60340.000   No   No   Yes                  Other
1332 555792_010    687  299440.000   No   No   Yes        White/Caucasian
1333 555777_010    653   21001.000   No   No    No        White/Caucasian
1334 556666_020    568  189000.000   No   No    No Black/African American
1335 554847_010    627    3600.000   No   No   Yes                   <NA>
1336 557883_010    639   93003.000   No   No   Yes                   <NA>
1337 553273_010    659   56000.000  Yes   No   Yes Black/African American
1338 559044_020    722  173000.000   No   No   Yes        White/Caucasian
1339 559315_010    636   31000.000  Yes   No    No                  Other
1340 556531_010    706   40950.000  Yes   No   Yes Black/African American
1341 552822_020    630  318283.858   No   No   Yes        White/Caucasian
1342 555103_010    648   29100.000  Yes   No   Yes        White/Caucasian
1343 553627_010    627  155000.000   No   No    No                   <NA>
1344 558174_010    961  142650.000   No   No   Yes Black/African American
1345 552065_010    845   18278.000   No   No   Yes Black/African American
1346 559567_020    717   37181.174  Yes   No    No Black/African American
1347 558290_020    629  353005.511   No   No   Yes Black/African American
1348 555439_010    620  160644.000   No   No   Yes                   <NA>
1349 556921_010    877   28264.000   No   No    No Black/African American
1350 559928_010    638    3820.000   No   No   Yes        White/Caucasian
1351 555037_010    615   72000.000   No   No   Yes                   <NA>
1352 554550_010    610   53400.000   No   No    No                   <NA>
1353 555349_010    687  116500.000   No   No    No        White/Caucasian
1354 551878_010    769   44485.048  Yes   No   Yes                  Other
1355 556573_010    865  124589.000  Yes  Yes    No Black/African American
1356 555354_010    935   29436.000   No  Yes    No Black/African American
1357 556990_010    630   70000.000   No   No   Yes        White/Caucasian
1358 550736_010    988   47520.000   No   No    No Black/African American
1359 557349_020    595  110000.000   No   No   Yes                  Other
1360 553273_010    659   55400.000  Yes   No   Yes Black/African American
1361 557624_020    672   21800.000   No   No   Yes        White/Caucasian
1362 555115_010    868   45784.000   No   No    No Black/African American
1363 555441_020    725   52774.571   No   No   Yes        White/Caucasian
1364 557824_010    797  125000.000   No   No   Yes                  Other
1365 557140_010    623   56000.000   No   No   Yes                   <NA>
1366 558737_010    849   47000.000   No   No    No        White/Caucasian
1367 557751_010    700   93200.000   No   No   Yes Black/African American
1368 559877_020    556    5812.000   No   No   Yes        White/Caucasian
1369 559603_020    787  105000.000   No   No   Yes Black/African American
1370 551156_020    535  194127.867   No   No    No                   <NA>
1371 559600_010    654   70000.000   No   No   Yes                   <NA>
1372 550155_010    643  340000.000   No   No    No        White/Caucasian
1373 559080_020    588   20568.000  Yes   No    No                   <NA>
1374 554026_010    694   12360.000  Yes   No    No                  Other
1375 554413_010    781   14880.000   No   No   Yes                   <NA>
1376 554789_010    759  148320.000   No   No   Yes Black/African American
1377 550093_020    762  267060.000   No   No   Yes Black/African American
1378 551923_010    641  109000.000   No   No   Yes Black/African American
1379 556433_010    670       0.000   No   No    No                   <NA>
1380 550418_010    638    3000.000   No   No   Yes                   <NA>
1381 555286_010   1050   16757.841   No  Yes   Yes        White/Caucasian
1382 550683_010    636  301201.732  Yes   No   Yes Black/African American
1383 555463_020   1016   12728.443  Yes   No    No        White/Caucasian
1384 551069_010    900   24132.000  Yes   No   Yes        White/Caucasian
1385 555586_010    657   29200.000   No   No   Yes                   <NA>
1386 557664_010    964   54000.000  Yes   No   Yes                  Other
1387 554213_010    646  149048.000   No   No   Yes        White/Caucasian
1388 552681_020    613   51384.000   No   No   Yes Black/African American
1389 559586_010    664  130000.000   No   No   Yes                  Other
1390 553837_020    863   77010.000  Yes   No   Yes        White/Caucasian
1391 556806_010    848   24400.000   No   No    No Black/African American
1392 555332_010    660  107054.866   No   No   Yes                   <NA>
1393 558157_010    622   89300.000  Yes   No    No                   <NA>
1394 551179_020    689  250080.000   No   No   Yes Black/African American
1395 556606_010    668   40012.000   No   No   Yes Black/African American
1396 557630_010    629   55000.000  Yes   No    No        White/Caucasian
1397 557213_010    785    7320.000   No   No   Yes        White/Caucasian
1398 559103_010    626  353005.511   No   No   Yes        White/Caucasian
1399 551512_010    780   19320.000   No   No   Yes        White/Caucasian
1400 558049_010    818   63915.000   No   No   Yes        White/Caucasian
1401 556424_020    543   49240.000  Yes   No    No        White/Caucasian
1402 556179_010    652  108040.000   No   No   Yes Black/African American
1403 557518_010    698  124589.000   No   No   Yes        White/Caucasian
1404 551735_020    617  276881.000   No   No   Yes        White/Caucasian
1405 550514_020    618   53616.000   No   No   Yes                  Other
1406 555460_010    640   22500.000   No   No   Yes                   <NA>
1407 553446_010    605   17661.151   No   No    No                   <NA>
1408 558602_010    733   53384.000   No   No    No        White/Caucasian
1409 557557_010    647   35944.967   No   No   Yes        White/Caucasian
1410 552306_020    607  187800.000  Yes   No   Yes                   <NA>
1411 550790_020    568  445000.000   No   No   Yes                   <NA>
1412 559963_010    658  124353.000  Yes   No   Yes Black/African American
1413 558390_010    658  128000.000   No   No    No                  Other
1414 553765_010    650   67000.000   No   No   Yes                  Other
1415 556135_010    645   40000.000  Yes   No   Yes                  Other
1416 558935_010    794    8400.000   No   No   Yes        White/Caucasian
1417 557751_010    700   93424.188   No   No   Yes Black/African American
1418 555405_010    637   70000.000   No   No   Yes                  Other
1419 554318_010    955   57872.869   No   No    No        White/Caucasian
1420 550943_010    753    3360.000  Yes   No   Yes                  Other
1421 559785_010    677   75563.157  Yes  Yes   Yes        White/Caucasian
1422 559283_020    621   52668.000   No   No   Yes                   <NA>
1423 554717_010    663    2304.000   No   No   Yes        White/Caucasian
1424 550962_020    625   46793.034  Yes   No   Yes Black/African American
1425 555441_020    650   52306.909   No   No   Yes        White/Caucasian
1426 558679_020    625  217200.000   No   No    No                   <NA>
1427 553951_020    629   76033.000   No   No    No                  Other
1428 559445_010    671   13149.386   No   No    No Black/African American
1429 553443_010    814   50000.000  Yes   No    No Black/African American
1430 556536_010    647   14508.000  Yes   No    No        White/Caucasian
1431 552548_010    780   84012.000   No   No   Yes        White/Caucasian
1432 559484_020    641  127000.000   No   No   Yes                  Other
1433 551744_010    660  194080.000   No   No   Yes        White/Caucasian
1434 558664_010    693   67400.000  Yes  Yes   Yes        White/Caucasian
1435 557802_010    807   41208.000   No   No   Yes Black/African American
1436 554302_010    887   30174.637  Yes   No   Yes        White/Caucasian
1437 556758_010    644   40000.000   No   No   Yes        White/Caucasian
1438 559470_020    836   17328.000  Yes   No   Yes        White/Caucasian
1439 553432_010    860   38475.624   No   No    No Black/African American
1440 555427_010    851   25405.000  Yes   No    No Black/African American
1441 559722_010    635  312198.000   No   No   Yes                   <NA>
1442 551098_010    650  285240.000   No   No    No        White/Caucasian
1443 553738_010    924   22800.000   No   No    No Black/African American
1444 557785_010    628  181200.000   No   No    No        White/Caucasian
1445 555375_010    715   40000.000   No   No   Yes Black/African American
1446 550038_010    640   72000.000  Yes   No   Yes        White/Caucasian
1447 556018_020    638   55000.000   No   No   Yes        White/Caucasian
1448 559793_010    654   98030.000   No   No    No                   <NA>
1449 551169_010    681   24000.000   No   No   Yes        White/Caucasian
1450 559350_010    653   77010.000   No   No    No        White/Caucasian
1451 551781_010    670   16816.000   No   No   Yes                   <NA>
1452 557036_010    615   56764.000  Yes   No    No                   <NA>
1453 557269_010    706   75700.000   No  Yes   Yes                  Other
1454 557699_010    619   10920.000   No   No    No Black/African American
1455 558450_020    637  160080.000   No   No   Yes        White/Caucasian
1456 554845_020    810   95824.000   No   No   Yes Black/African American
1457 557538_020    739    4320.000   No   No   Yes        White/Caucasian
1458 558142_010    990   13200.000  Yes   No   Yes        White/Caucasian
1459 551748_010    661   99472.590   No   No   Yes        White/Caucasian
1460 559420_010    556  109000.000   No   No   Yes                   <NA>
1461 555339_010    649       0.000   No   No   Yes        White/Caucasian
1462 554680_010    786    2880.000   No   No   Yes Black/African American
1463 551025_020    706   61200.000   No   No   Yes Black/African American
1464 553508_010    663    1681.298   No   No    No                   <NA>
1465 558039_010    760    3000.000  Yes   No   Yes                   <NA>
1466 555601_010    700   58286.511  Yes   No   Yes Black/African American
1467 550745_010    620  126600.000   No   No    No                   <NA>
1468 555331_020    560  145400.000   No   No   Yes        White/Caucasian
1469 550155_020    601  340000.000   No   No   Yes        White/Caucasian
1470 559616_010    638   56800.000   No  Yes   Yes                  Other
1471 559814_010    669  223349.581   No   No   Yes        White/Caucasian
1472 557322_020    800  119220.000   No   No    No Black/African American
1473 555176_010    789   78500.000   No   No   Yes Black/African American
1474 558191_020    567  243000.000   No   No   Yes                   <NA>
1475 557139_010    850   10344.000  Yes   No   Yes Black/African American
1476 553623_020    772   85488.000   No   No   Yes Black/African American
1477 553670_010    627 1800012.000   No   No    No                   <NA>
1478 557269_010    707   75563.157   No  Yes   Yes                  Other
1479 551529_010    992   20280.000   No   No    No Black/African American
1480 559283_010    643   52700.000   No   No   Yes                   <NA>
1481 554540_010    681   89008.000   No   No    No                   <NA>
1482 550428_010    685   55308.000   No   No   Yes Black/African American
1483 557097_010    635   16460.606   No  Yes   Yes                   <NA>
1484 552748_020    774   30436.000   No   No    No Black/African American
1485 558693_010    630   72000.000  Yes   No   Yes                  Other
1486 553118_020    607   28932.000   No   No    No                   <NA>
1487 558039_010    760    2880.000  Yes   No   Yes                   <NA>
1488 556993_020    564  185000.000   No   No   Yes        White/Caucasian
1489 556325_010    658   83000.000   No   No   Yes                   <NA>
1490 559818_010    652   23520.000   No   No   Yes                   <NA>
1491 552482_020    745   51200.000   No  Yes   Yes        White/Caucasian
1492 551104_010    670   19852.000   No   No    No                  Other
1493 554471_010    612  123759.964   No   No   Yes        White/Caucasian
1494 552429_010    787   55000.000   No   No   Yes Black/African American
1495 555115_010    878   45500.000   No   No    No Black/African American
1496 554486_020    873   50551.154   No   No   Yes Black/African American
1497 554312_010    679   51000.000   No   No   Yes                   <NA>
1498 558797_010    626  211696.111   No   No    No                   <NA>
1499 550889_010    633    3000.000  Yes  Yes    No                   <NA>
1500 558532_010    613   60400.000   No   No   Yes                   <NA>
1501 553778_020    797  127000.000  Yes   No   Yes Black/African American
1502 559391_010   1086    4688.000   No   No   Yes        White/Caucasian
1503 555844_010    644   64000.000   No   No   Yes        White/Caucasian
1504 553790_020    667  160644.000   No   No   Yes        White/Caucasian
1505 550962_010    642   47000.000   No   No   Yes Black/African American
1506 550817_010    912   23184.000  Yes   No   Yes Black/African American
1507 557885_020    744  103000.000  Yes   No   Yes                  Other
1508 552822_010    630  318283.858   No   No   Yes        White/Caucasian
1509 553512_010    661  114000.000   No   No    No                   <NA>
1510 559471_010    711       0.000   No   No   Yes        White/Caucasian
1511 552490_010    862    5040.000   No   No    No Black/African American
1512 557814_010    635  325480.000   No   No   Yes        White/Caucasian
1513 555702_010    720   93000.000   No   No   Yes Black/African American
1514 550362_010    671    2520.000  Yes  Yes    No        White/Caucasian
1515 551335_020    601  269682.462  Yes   No   Yes Black/African American
1516 556964_010    679   36600.000  Yes  Yes   Yes                   <NA>
1517 556149_010    714   16596.000   No   No   Yes                  Other
1518 558594_010    668    9480.000   No   No   Yes                   <NA>
1519 554252_020    586  101400.000   No   No   Yes                  Other
1520 559445_010    671   13128.000   No   No    No Black/African American
1521 557226_010    930   17520.000   No   No    No Black/African American
1522 552648_020    799   15948.000  Yes   No    No Black/African American
1523 550421_010    901   15948.000   No  Yes    No Black/African American
1524 551686_020    638   72000.000   No   No   Yes Black/African American
1525 553114_020    625  157200.000   No   No   Yes                   <NA>
1526 552911_010    623   55000.000   No   No   Yes Black/African American
1527 554591_020    579  126800.000   No   No   Yes Black/African American
1528 551863_020    745   85488.000   No   No   Yes Black/African American
1529 551412_020    674   72872.000   No   No   Yes        White/Caucasian
1530 554717_010    663    2500.000   No   No   Yes        White/Caucasian
1531 553393_010    630    6648.000   No   No    No        White/Caucasian
1532 553911_010    964   10080.000   No   No    No Black/African American
1533 559963_010    657  124353.000  Yes   No   Yes Black/African American
1534 551155_010    543   68095.000   No   No    No                   <NA>
1535 550536_010    927  115000.000   No   No   Yes Black/African American
1536 551346_010    687       0.000   No   No   Yes                  Other
1537 557411_020    618   33020.000  Yes  Yes   Yes        White/Caucasian
1538 557484_020    626  228032.000   No   No    No                   <NA>
1539 557617_010    780   73510.000  Yes   No   Yes Black/African American
1540 550320_010    628   11208.000   No   No    No                  Other
1541 556686_020    839   69120.000  Yes   No   Yes        White/Caucasian
1542 550880_010    662   49800.000  Yes   No    No        White/Caucasian
1543 550609_010    665  114656.000   No   No   Yes        White/Caucasian
1544 550272_010    665   47521.893   No   No   Yes        White/Caucasian
1545 551843_010    683  153000.000   No   No    No        White/Caucasian
1546 559471_010    709       0.000   No   No   Yes        White/Caucasian
1547 552028_020    625  303916.197   No   No   Yes Black/African American
1548 553925_010    989    8400.000   No   No    No Black/African American
1549 550581_020    797   22564.000   No   No   Yes        White/Caucasian
1550 554408_010    656  180640.000   No   No   Yes                   <NA>
1551 553014_020    868  237050.000   No   No   Yes                  Other
1552 559157_020    853   10348.000   No   No   Yes Black/African American
1553 557595_010    836   30300.000  Yes   No   Yes                  Other
1554 554432_020    868  109120.000   No   No   Yes        White/Caucasian
1555 557551_010    647  110300.000   No   No   Yes                   <NA>
1556 553710_010    626   21936.000   No   No   Yes        White/Caucasian
1557 555785_020    503   30600.000   No   No    No                   <NA>
1558 557615_010    629  102020.000   No   No   Yes                   <NA>
1559 558286_010    691    9480.000   No   No   Yes        White/Caucasian
1560 555560_010    699   85180.000   No   No    No Black/African American
1561 551735_020    621  276570.000   No   No   Yes        White/Caucasian
1562 550419_010   1058   25260.000   No   No   Yes Black/African American
1563 552892_020    725   92000.000   No  Yes   Yes Black/African American
1564 550817_010    913   23120.000  Yes   No   Yes Black/African American
1565 557396_010    825   17324.000   No   No    No Black/African American
1566 554365_010    778     300.000  Yes   No   Yes                  Other
1567 558552_010    783   70520.000   No   No    No                  Other
1568 555489_020    706  129000.000   No   No   Yes        White/Caucasian
1569 559806_020    649   55000.000  Yes   No   Yes        White/Caucasian
1570 552292_010    692   10920.000  Yes   No    No        White/Caucasian
1571 552819_010    669  277200.000   No   No   Yes                   <NA>
1572 559467_020    669  357000.000   No   No   Yes        White/Caucasian
1573 555341_010    673   23748.000  Yes   No   Yes        White/Caucasian
1574 553884_010    610   37700.000   No   No    No                   <NA>
1575 554604_010    623   21770.862   No   No   Yes                   <NA>
1576 555137_010    746   14160.000   No   No   Yes Black/African American
1577 556471_010    791   43000.000   No   No   Yes Black/African American
1578 554604_020    621   21600.000   No   No   Yes                   <NA>
1579 558103_010    619     804.000   No  Yes    No        White/Caucasian
1580 550445_010   1008  155580.000   No   No   Yes Black/African American
1581 558366_010    675  150000.000   No   No   Yes        White/Caucasian
1582 554885_010    791   33460.000  Yes   No    No Black/African American
1583 554506_010    914   18048.000   No   No    No        White/Caucasian
1584 555962_010    864   29600.000  Yes   No    No Black/African American
1585 556079_010    662   44485.048  Yes   No    No        White/Caucasian
1586 550201_020    486  280020.000   No   No   Yes        White/Caucasian
1587 550233_010    778   25320.000  Yes   No   Yes        White/Caucasian
1588 550554_010    624   72872.000   No   No   Yes                   <NA>
1589 557642_010    678   67000.000   No   No   Yes        White/Caucasian
1590 550218_020    689  168400.000   No   No    No        White/Caucasian
1591 554344_020    844   58286.511  Yes   No    No Black/African American
1592 555765_010    655  100315.000   No   No    No        White/Caucasian
1593 559990_010    656   50000.000   No   No   Yes                   <NA>
1594 559094_010    642   26268.000   No   No   Yes Black/African American
1595 554903_010    746   45152.000   No   No   Yes Black/African American
1596 558316_010    841   25600.000  Yes   No    No                  Other
1597 556833_010    651   73000.000   No   No   Yes        White/Caucasian
1598 557882_010    633   10000.000   No   No   Yes        White/Caucasian
1599 555911_010    617   18030.697   No   No   Yes        White/Caucasian
1600 556513_010    725   30332.902   No   No   Yes Black/African American
1601 552693_010    659   29576.000  Yes   No    No                  Other
1602 557322_020    839  119000.000   No   No    No Black/African American
1603 559190_020    649  145200.000   No   No   Yes        White/Caucasian
1604 558543_020    776  276400.000  Yes   No   Yes        White/Caucasian
1605 552646_010    626  130000.000   No   No    No        White/Caucasian
1606 550181_010    666   55308.000   No   No    No Black/African American
1607 553321_010    746   29700.000   No   No   Yes Black/African American
1608 559698_010    616  402720.000   No   No   Yes                   <NA>
1609 552395_010   1022    9600.000   No   No   Yes        White/Caucasian
1610 556345_010    755   21708.000  Yes  Yes    No                  Other
1611 550201_010    633  285240.000   No   No   Yes        White/Caucasian
1612 555844_010    644   64376.000   No   No   Yes        White/Caucasian
1613 557349_020    597  110000.000   No   No   Yes                  Other
1614 555215_020    619       0.000   No   No   Yes                   <NA>
1615 559506_010    665   96004.000  Yes   No   Yes                   <NA>
1616 558441_010    640  299440.000   No   No   Yes                   <NA>
1617 554163_010    678  325480.000   No   No   Yes        White/Caucasian
1618 553114_020    611  155000.000   No   No   Yes                   <NA>
1619 551143_020    607   27600.000   No  Yes   Yes        White/Caucasian
1620 551048_010    648   74020.000   No   No    No                   <NA>
1621 555952_010    612  102929.000  Yes   No    No        White/Caucasian
1622 558144_010    657   18840.000   No   No   Yes Black/African American
1623 559270_010    625       0.000   No   No   Yes                   <NA>
1624 553699_010    758   10920.000   No  Yes    No        White/Caucasian
1625 557710_010   1048   34800.000   No   No    No Black/African American
1626 551098_010    650  281000.000   No   No    No        White/Caucasian
1627 552852_010    729  102200.000   No   No   Yes Black/African American
1628 558837_010    808     250.000   No   No   Yes        White/Caucasian
1629 559839_010    638  378052.138   No   No    No                  Other
1630 552648_010    769   15948.000  Yes   No   Yes Black/African American
1631 555209_010    633  360000.000   No   No   Yes        White/Caucasian
1632 553761_010    653   19040.000   No   No   Yes        White/Caucasian
1633 555797_010    622    1980.000   No   No   Yes                   <NA>
1634 558155_010    707   16320.000   No   No    No Black/African American
1635 558646_010    772   19852.000   No   No   Yes Black/African American
1636 555215_010    619       0.000   No   No   Yes                   <NA>
1637 555073_010    706  212942.661  Yes   No   Yes Black/African American
1638 552363_020    591   76000.000   No   No   Yes        White/Caucasian
1639 555065_010    659  194127.867   No   No    No                   <NA>
1640 553280_010    648   50000.000   No   No    No                  Other
1641 553327_010    622   12660.000  Yes   No   Yes Black/African American
1642 557460_010    918   40410.370   No   No    No Black/African American
1643 556441_010    711   20000.000   No   No   Yes Black/African American
1644 555780_010    819   89008.000   No   No   Yes                  Other
1645 555166_010    648    5484.000   No   No   Yes                   <NA>
1646 554398_010    643   21120.000   No   No   Yes        White/Caucasian
1647 557792_010    621  244738.170   No   No   Yes Black/African American
1648 557152_020    631   83000.000   No   No    No        White/Caucasian
1649 551944_020    631  135000.000   No   No   Yes                   <NA>
1650 555553_010    684   62862.000   No   No   Yes                   <NA>
1651 556159_010    632  165236.000   No   No   Yes        White/Caucasian
1652 554481_010    767   55308.000   No   No    No Black/African American
1653 558953_010    657       0.000   No   No    No                   <NA>
1654 551279_010    651     480.000   No   No   Yes Black/African American
1655 554438_010    747   12168.000  Yes   No   Yes Black/African American
1656 552059_010    737   28104.000  Yes   No    No        White/Caucasian
1657 559586_010    664  130244.000   No   No   Yes                  Other
1658 557544_010    676   87000.000   No   No   Yes                   <NA>
1659 557882_010    634   10080.000   No   No   Yes        White/Caucasian
1660 551957_010    623  114820.000   No   No   Yes        White/Caucasian
1661 555603_020    531  535269.708   No   No    No        White/Caucasian
1662 556668_020    942   23808.000  Yes   No   Yes        White/Caucasian
1663 559023_010    637   28680.000  Yes   No    No                   <NA>
1664 553280_020    476   50000.000   No   No    No                   <NA>
1665 558123_010    969    3492.000   No   No   Yes Black/African American
1666 555073_020    676  212117.637   No   No   Yes        White/Caucasian
1667 550698_020    805   46000.000  Yes   No   Yes Black/African American
1668 558694_020    642  347933.333   No   No   Yes        White/Caucasian
1669 553413_020    771   87000.000  Yes   No   Yes                  Other
1670 558410_010    616  194080.000   No   No   Yes                   <NA>
1671 550015_020    597   90000.000   No   No   Yes                  Other
1672 559932_010    903   27948.000  Yes   No   Yes                  Other
1673 551975_020    621  104400.000   No   No   Yes                   <NA>
1674 551080_010    839   50000.000   No   No   Yes Black/African American
1675 551803_010    641  175601.000   No   No   Yes                   <NA>
1676 553849_010    925   16212.000  Yes   No    No                  Other
1677 556057_010    793   38220.000   No  Yes   Yes Black/African American
1678 552306_020    609  189003.000  Yes   No   Yes                   <NA>
1679 552613_010    619   76000.000   No   No   Yes        White/Caucasian
1680 555071_020    579  124589.000   No  Yes   Yes Black/African American
1681 556799_020    605  210000.000  Yes   No    No        White/Caucasian
1682 550223_010    668    9840.000   No   No   Yes        White/Caucasian
1683 558693_020    649   72180.000  Yes   No   Yes                  Other
1684 555506_010    605   25249.061   No  Yes    No                   <NA>
1685 553881_010    713   58469.605   No   No   Yes Black/African American
1686 553920_010    637  228032.000   No   No   Yes                   <NA>
1687 559734_010    663  109000.000   No   No    No                   <NA>
1688 551123_010    888   24112.000   No   No   Yes                  Other
1689 558344_010    649   75510.095  Yes   No   Yes                   <NA>
1690 550524_010    839   51539.746   No   No   Yes Black/African American
1691 552692_010    625  510720.000   No   No   Yes                   <NA>
1692 557061_010    644   20908.000   No   No   Yes Black/African American
1693 558849_010    650  115000.000   No   No    No        White/Caucasian
1694 551126_010    635    4375.497  Yes   No    No        White/Caucasian
1695 559321_010    640   40048.000   No   No    No                   <NA>
1696 558419_010    806   53428.000  Yes   No    No                  Other
1697 552963_010    638   15048.000   No   No    No        White/Caucasian
1698 556276_020    625   93000.000   No   No   Yes                   <NA>
1699 558445_010    687       0.000   No   No   Yes Black/African American
1700 550156_020    612  289000.000  Yes   No    No        White/Caucasian
1701 556760_010    607  770537.149   No   No   Yes                   <NA>
1702 559479_010    637   60000.000   No   No    No                   <NA>
1703 558120_010    811   15048.000   No   No   Yes Black/African American
1704 552837_010    617   74300.000   No   No    No        White/Caucasian
1705 552028_020    625  310440.000   No   No   Yes                  Other
1706 554880_010    717    2136.000   No   No   Yes                  Other
1707 559513_020    788   90000.000  Yes   No   Yes Black/African American
1708 554427_020    595  202312.000   No   No   Yes        White/Caucasian
1709 559867_010    804  299440.000   No   No   Yes        White/Caucasian
1710 557624_010    667   21760.000   No  Yes   Yes        White/Caucasian
1711 553060_020    628  117050.000   No   No   Yes        White/Caucasian
1712 553014_020    731  233054.000  Yes   No    No                  Other
1713 552892_020    725   92000.000   No  Yes   Yes Black/African American
1714 558884_010    714  153404.000  Yes   No   Yes Black/African American
1715 557858_010    626   17424.000   No   No    No        White/Caucasian
1716 550385_010    781   28717.537   No   No    No                  Other
1717 551191_010   1007   18049.141  Yes   No    No Black/African American
1718 554842_010    837       0.000  Yes   No    No Black/African American
1719 556090_010    611   77010.000   No   No   Yes        White/Caucasian
1720 552836_020    677  218690.633   No   No   Yes        White/Caucasian
1721 559487_010    898   36600.000   No   No    No        White/Caucasian
1722 550043_010    903   27524.000   No   No    No        White/Caucasian
1723 556493_010    719   26420.000   No   No   Yes Black/African American
1724 554627_010    754   79000.000   No   No   Yes        White/Caucasian
1725 554092_010    892   43760.000   No   No   Yes        White/Caucasian
1726 556394_010    691   31200.000   No   No    No Black/African American
1727 558103_010    619     750.000   No  Yes    No        White/Caucasian
1728 557842_020    613   30000.000  Yes   No    No                  Other
1729 556499_010    754   53384.000   No   No   Yes Black/African American
1730 556137_010    729   33020.000   No   No   Yes Black/African American
1731 553351_010    643   13488.000   No   No   Yes Black/African American
1732 555441_010    649   52774.571   No   No   Yes        White/Caucasian
1733 554301_020    590  109000.000   No   No   Yes        White/Caucasian
1734 552300_020    676  185000.000   No   No   Yes        White/Caucasian
1735 551150_010    888       0.000   No   No   Yes                  Other
1736 555071_020    586  124589.000   No  Yes   Yes Black/African American
1737 556845_010    655  120000.000   No   No   Yes                   <NA>
1738 559598_010    686  379754.958   No   No    No Black/African American
1739 558154_010    673       0.000   No  Yes   Yes        White/Caucasian
1740 550985_020    654  130252.000   No   No    No                  Other
1741 559831_020    972  225012.000  Yes   No    No Black/African American
1742 552479_020    490  200100.000  Yes   No   Yes        White/Caucasian
1743 552753_010    642  111600.000   No   No   Yes        White/Caucasian
1744 558897_010    618   12300.000   No   No    No        White/Caucasian
1745 550047_010    656  110752.000   No   No   Yes        White/Caucasian
1746 553793_010    666   50000.000   No   No   Yes Black/African American
1747 556833_010    651   73283.240   No   No   Yes        White/Caucasian
1748 551459_020    794   80500.000  Yes   No   Yes Black/African American
1749 555603_020    520  534004.000   No   No    No        White/Caucasian
1750 555788_010    804   87000.000   No   No    No Black/African American
1751 554862_010    671   11748.000   No  Yes   Yes                   <NA>
1752 559227_020    603  103606.365   No   No   Yes        White/Caucasian
1753 552529_020    660  134952.000   No   No   Yes        White/Caucasian
1754 559121_010    681    5000.000  Yes  Yes   Yes                  Other
1755 550410_010    608  100000.000   No   No    No                   <NA>
1756 556143_010    706   33036.000   No   No    No        White/Caucasian
1757 554238_020    908   62000.000   No   No   Yes        White/Caucasian
1758 550362_010    671    2400.000  Yes  Yes    No        White/Caucasian
1759 559425_020    636   87750.000   No   No   Yes        White/Caucasian
1760 554793_010    770   38536.101  Yes   No   Yes Black/African American
1761 550233_010    800   25260.000  Yes   No   Yes        White/Caucasian
1762 554740_010    706       0.000  Yes   No   Yes Black/African American
1763 553570_020    476   46656.000  Yes   No   Yes        White/Caucasian
1764 553166_020    988   15920.000  Yes   No    No        White/Caucasian
1765 555244_010    725   20648.000  Yes   No    No Black/African American
1766 553055_010    756   40498.000  Yes   No   Yes Black/African American
1767 550254_010    674    5760.000   No   No   Yes                   <NA>
1768 557391_010    879   24960.000   No   No    No        White/Caucasian
1769 556352_010    703   61200.000   No   No   Yes                  Other
1770 555545_020    721    3480.000   No   No   Yes Black/African American
1771 550686_010    701   28600.000   No   No    No        White/Caucasian
1772 555310_010    922    2500.000   No   No    No Black/African American
1773 555545_010    721    3576.000   No   No   Yes Black/African American
1774 556073_010    780   10968.000  Yes   No    No Black/African American
1775 553890_010    656   55040.000   No   No   Yes        White/Caucasian
1776 550254_010    674    5000.000   No   No   Yes                   <NA>
1777 559315_010    636   31200.000  Yes   No    No                  Other
1778 556154_020    656  257212.000   No   No    No Black/African American
1779 556873_010    840  131020.000  Yes   No   Yes        White/Caucasian
1780 552633_010    735   20000.000  Yes   No   Yes        White/Caucasian
1781 559893_010    748    1000.000  Yes   No    No                  Other
1782 555515_010    635   70512.000   No   No   Yes        White/Caucasian
1783 554548_010    738   79000.000  Yes   No    No Black/African American
1784 550356_010    658   24112.000  Yes  Yes    No        White/Caucasian
1785 554724_020    817   50607.954   No   No   Yes Black/African American
1786 551203_010    683   67000.000   No   No   Yes                   <NA>
1787 554448_010    776   36600.000  Yes   No   Yes Black/African American
1788 556266_010    685   12600.000  Yes  Yes    No Black/African American
1789 553482_010    688   21048.000  Yes   No   Yes Black/African American
1790 556445_010    699   21600.000  Yes   No    No                  Other
1791 552917_010    676  407606.754   No   No   Yes        White/Caucasian
1792 552840_010    635   37181.174   No   No   Yes                   <NA>
1793 558237_010    660   22763.401  Yes   No   Yes Black/African American
1794 551505_010    895    9672.000   No   No    No Black/African American
1795 552818_010    684 1015012.000   No   No   Yes        White/Caucasian
1796 559023_010    637   28637.869  Yes   No    No                   <NA>
1797 557690_010    721   24600.000  Yes   No    No                  Other
1798 558532_010    616   60475.000   No   No   Yes                   <NA>
1799 553399_010    861  209782.624   No   No    No Black/African American
1800 555441_010    650   52700.000   No   No   Yes        White/Caucasian
1801 558668_010    640   78764.000  Yes   No   Yes                   <NA>
1802 557909_010    635   51700.000   No   No   Yes        White/Caucasian
1803 557795_010    995   15826.395   No   No    No Black/African American
1804 559964_010    798   15624.000   No   No    No                  Other
1805 558951_020    654   91520.000   No  Yes    No        White/Caucasian
1806 556179_020    543  108112.000  Yes   No   Yes        White/Caucasian
1807 559346_010    876   83600.000   No   No   Yes Black/African American
1808 557710_010   1045   34674.064   No   No    No Black/African American
1809 551746_010    624   52000.000   No   No    No Black/African American
1810 558413_020    612  186600.000   No   No   Yes                   <NA>
1811 557126_020    609   99472.590   No   No   Yes        White/Caucasian
1812 553443_020    739   50212.000  Yes   No   Yes Black/African American
1813 554517_010    684       0.000   No   No   Yes                  Other
1814 559301_010    607   42000.000   No   No   Yes                   <NA>
1815 553086_010    814   18231.333  Yes   No    No Black/African American
1816 553826_020    712  175000.000   No   No   Yes        White/Caucasian
1817 551957_020    621  114656.000   No   No   Yes        White/Caucasian
1818 555241_010    635   14400.000   No   No   Yes Black/African American
1819 555749_010    661   10252.000   No   No    No                   <NA>
1820 554624_010   1097   25800.000  Yes   No    No                  Other
1821 559691_010    610   71000.000   No   No    No        White/Caucasian
1822 559839_010    638  369257.048   No   No    No Black/African American
1823 557882_010    627   10000.000   No   No   Yes        White/Caucasian
1824 558747_010    658   13200.000  Yes   No    No                  Other
1825 556260_020    689  148060.000   No   No   Yes        White/Caucasian
1826 557141_010    638   96428.000  Yes   No   Yes        White/Caucasian
1827 554203_010    658  191000.000   No   No   Yes                   <NA>
1828 557219_010    630   82020.000   No   No   Yes                   <NA>
1829 557198_010    671  133000.000   No   No   Yes        White/Caucasian
1830 556240_020    618   15160.000   No   No   Yes Black/African American
1831 550554_010    624   72600.000   No   No   Yes                   <NA>
1832 551057_010    924   15048.000   No  Yes    No        White/Caucasian
1833 551450_010    682  340000.000   No   No    No        White/Caucasian
1834 553294_020    523   54652.000  Yes   No    No                   <NA>
1835 556869_010    886   70060.000  Yes   No    No Black/African American
1836 559861_020    667  223349.581   No   No   Yes                   <NA>
1837 556138_010    713    8000.000   No  Yes   Yes Black/African American
1838 552828_010    636  303916.197   No   No   Yes Black/African American
1839 550873_010    624  123320.000  Yes   No   Yes                   <NA>
1840 554238_020    909   62412.000   No   No    No        White/Caucasian
1841 552482_010    756   51253.000   No   No   Yes        White/Caucasian
1842 559963_010    656  124589.000  Yes   No   Yes Black/African American
1843 556288_020    891  308584.288   No   No   Yes        White/Caucasian
1844 555336_010    791   35000.000   No   No   Yes Black/African American
1845 551450_010    682  344000.000   No   No    No        White/Caucasian
1846 553435_010    911   27450.000   No   No   Yes        White/Caucasian
1847 551723_010    778   27140.000   No   No   Yes Black/African American
1848 551238_010    646   72872.000   No   No   Yes        White/Caucasian
1849 559968_010    650  115000.000   No   No   Yes                   <NA>
1850 552228_020    654   12000.000   No   No   Yes                   <NA>
1851 557198_010    671  132036.000   No   No   Yes        White/Caucasian
1852 559301_020    527   42000.000   No   No   Yes                   <NA>
1853 551483_010    797   12000.000  Yes   No    No        White/Caucasian
1854 559387_010    646   33204.000  Yes   No   Yes Black/African American
1855 558602_020    767   53384.000  Yes   No   Yes        White/Caucasian
1856 550524_010    838   51700.000   No   No   Yes Black/African American
1857 558069_010    810   30000.000   No  Yes   Yes Black/African American
1858 557754_010    778   18895.000  Yes  Yes   Yes        White/Caucasian
1859 558266_010    680   45000.000   No   No   Yes        White/Caucasian
1860 556545_010    631    3900.000   No   No   Yes                  Other
1861 558309_010    988   12420.000   No   No   Yes                  Other
1862 554667_010    627  236000.000   No   No    No        White/Caucasian
1863 558268_010    629   31200.000   No   No   Yes                   <NA>
1864 558693_010    630   72000.000  Yes   No   Yes                  Other
1865 553248_010    828   65000.000   No   No    No Black/African American
1866 557721_020    647   60400.000   No   No    No        White/Caucasian
1867 557131_020    836  112500.000  Yes   No   Yes Black/African American
1868 550063_010    631   33800.000   No   No   Yes        White/Caucasian
1869 550759_010    830   17650.000   No   No   Yes                  Other
1870 552050_010    684   17412.000  Yes   No    No Black/African American
1871 555216_020    842   44485.048  Yes   No   Yes                  Other
1872 555785_020    499   30600.000   No   No    No                   <NA>
1873 552812_020    654  153404.000  Yes   No   Yes        White/Caucasian
1874 557842_010    632   30000.000  Yes   No    No        White/Caucasian
1875 559329_020    545  188000.000   No   No   Yes                  Other
1876 552231_020    650  102000.000   No   No   Yes                   <NA>
1877 554690_020    596  120000.000   No   No   Yes        White/Caucasian
1878 556549_010    868   13368.000  Yes   No    No                  Other
1879 559649_010    722   53400.000   No   No   Yes Black/African American
1880 559793_010    654   98030.000   No   No    No                   <NA>
1881 554129_020   1081   96351.675   No   No   Yes Black/African American
1882 550904_020    564  455562.777   No   No   Yes Black/African American
1883 553241_020    564  106000.000   No   No   Yes Black/African American
1884 552949_010    648  134000.000   No   No    No        White/Caucasian
1885 552100_010    758  177000.000   No   No   Yes Black/African American
1886 558837_020    808       0.000   No   No   Yes        White/Caucasian
1887 556477_010    638   13070.612  Yes   No   Yes                   <NA>
1888 558082_010    989   15600.000   No   No    No Black/African American
1889 554250_010    927  110300.000   No   No   Yes                   <NA>
1890 551110_010    824   13860.000   No   No    No Black/African American
1891 557721_020    643   60200.000   No   No    No        White/Caucasian
1892 557407_010    639   43270.000  Yes  Yes    No Black/African American
1893 553424_010    636   51682.000  Yes  Yes   Yes                   <NA>
1894 558284_010    972   35944.967  Yes   No    No Black/African American
1895 557253_010    892   30600.000  Yes   No   Yes        White/Caucasian
1896 558991_010    626   40100.000   No   No    No        White/Caucasian
1897 557126_020    609   99472.590   No   No   Yes        White/Caucasian
1898 556509_010    960   15500.000  Yes   No   Yes Black/African American
1899 559227_020    605  102680.000   No   No   Yes        White/Caucasian
1900 559484_020    634  126000.000   No   No   Yes Black/African American
1901 558004_010    637  102000.000   No   No   Yes        White/Caucasian
1902 550904_020    566  430400.000   No   No   Yes Black/African American
1903 551024_010    951   18400.000  Yes   No   Yes Black/African American
1904 550783_010   1016   20880.000   No   No    No Black/African American
1905 559691_010    607   70800.000   No   No    No        White/Caucasian
1906 552745_010    635   84012.000   No   No    No        White/Caucasian
1907 557785_020    627  180112.000   No   No    No        White/Caucasian
1908 556126_010    616   22217.000   No   No   Yes                   <NA>
1909 559786_020    633   41208.000  Yes   No    No        White/Caucasian
1910 558380_010    758    4688.000   No   No    No        White/Caucasian
1911 554256_020    669   14040.000   No   No    No                  Other
1912 559470_010    740   17328.000   No   No   Yes        White/Caucasian
1913 557775_010    641   58469.605   No   No   Yes        White/Caucasian
1914 554314_010    669   70000.000   No   No   Yes                   <NA>
1915 559762_010    656   73640.000   No   No   Yes        White/Caucasian
1916 553267_010    856       0.000   No   No   Yes                  Other
1917 552156_010    783   27140.000   No   No   Yes Black/African American
1918 551286_020    811   65600.000   No   No   Yes        White/Caucasian
1919 558927_010    652   70000.000   No   No   Yes        White/Caucasian
1920 557003_010    676    6260.000   No   No   Yes Black/African American
1921 556433_010    670       0.000   No   No    No                   <NA>
1922 550347_020    601  205002.000   No   No   Yes                   <NA>
1923 557385_020    771   31850.000   No   No   Yes Black/African American
1924 555911_010    617   17796.000   No   No   Yes        White/Caucasian
1925 558541_010    833   27450.000   No   No    No        White/Caucasian
1926 557484_020    653  229120.000   No   No    No                   <NA>
1927 557461_020    619  407606.754  Yes   No   Yes        White/Caucasian
1928 552048_010    955    1000.000   No   No   Yes        White/Caucasian
1929 557223_010    841   30332.902  Yes   No   Yes        White/Caucasian
1930 557034_010    823    3000.000   No   No    No                  Other
1931 550794_020    662  122036.000  Yes   No   Yes        White/Caucasian
1932 556433_010    670       0.000   No   No    No                   <NA>
1933 552872_020    774  485600.000   No   No   Yes        White/Caucasian
1934 556654_010    613   40000.000   No   No   Yes        White/Caucasian
1935 551514_010    656   13608.000   No   No   Yes                   <NA>
1936 551761_010    823   31080.000   No   No   Yes Black/African American
1937 553948_020    803  117228.000  Yes   No   Yes Black/African American
1938 552690_010    726   15252.000  Yes   No    No Black/African American
1939 554939_010    708   38220.000   No   No   Yes Black/African American
1940 555311_020    566  510720.000   No   No    No                   <NA>
1941 557425_010    656   40632.000   No   No   Yes                  Other
1942 553393_010    630    6800.000   No   No    No        White/Caucasian
1943 558315_020    687  190420.000   No   No    No Black/African American
1944 551305_010    649  198000.000   No   No   Yes        White/Caucasian
1945 559905_010    611    3959.941   No   No    No                   <NA>
1946 558826_010    883   18231.333  Yes   No    No Black/African American
1947 550790_020    567  430400.000   No   No   Yes                   <NA>
1948 552025_010    619  117000.000   No   No   Yes                  Other
1949 554195_010    722   50607.954   No   No    No        White/Caucasian
1950 554628_010    647   13806.325   No   No    No                   <NA>
1951 559806_010    773   55000.000   No   No    No        White/Caucasian
1952 551564_010    655   29700.000   No   No   Yes        White/Caucasian
1953 554069_020    722   13097.695   No   No    No Black/African American
1954 551767_010    643   37836.000  Yes   No    No                  Other
1955 556484_010    685   60000.000  Yes   No   Yes        White/Caucasian
1956 556367_010    666   17952.000   No   No    No Black/African American
1957 556141_020    891   75700.000  Yes   No    No                  Other
1958 553715_010    740    2000.000  Yes   No    No Black/African American
1959 551261_010    651   28000.000   No   No    No Black/African American
1960 555872_010    677   70000.000   No   No   Yes        White/Caucasian
1961 555473_010    768    3600.000   No   No   Yes Black/African American
1962 552548_010    780   83600.000   No   No   Yes        White/Caucasian
1963 551057_010    925   14796.000   No  Yes    No        White/Caucasian
1964 554427_020    595  199200.000   No   No   Yes        White/Caucasian
1965 557386_010   1066   12492.000   No   No   Yes Black/African American
1966 559512_010   1200   18108.000   No  Yes   Yes Black/African American
1967 555311_010    617  486747.804   No   No    No                   <NA>
1968 550822_010    658   71240.000  Yes  Yes   Yes Black/African American
1969 554831_010    845   72000.000   No   No   Yes Black/African American
1970 558926_010    676  120864.000   No   No    No        White/Caucasian
1971 559512_010   1093   18300.000   No  Yes   Yes Black/African American
1972 550278_010    816   21760.000  Yes   No    No Black/African American
1973 556545_010    631    4000.000   No   No   Yes                  Other
1974 553206_010    656    3240.000  Yes   No   Yes Black/African American
1975 559704_010    730   24960.000   No   No    No Black/African American
1976 557721_020    643   60276.000   No   No    No        White/Caucasian
1977 553393_010    630    7000.000   No   No    No        White/Caucasian
1978 551514_010    656   13416.000   No   No   Yes                   <NA>
1979 553826_020    701  175000.000   No   No   Yes        White/Caucasian
1980 550295_010    627   25308.000  Yes   No   Yes        White/Caucasian
1981 551026_010    939   15600.000   No   No   Yes Black/African American
1982 556114_010    633  238400.000   No   No    No        White/Caucasian
1983 553755_010    926   94400.000  Yes   No   Yes Black/African American
1984 557876_010    865   12660.000   No   No   Yes        White/Caucasian
1985 552468_010    768  124589.000  Yes   No    No        White/Caucasian
1986 557721_010    642   60340.000   No   No    No        White/Caucasian
1987 558131_010    670  168400.000   No   No   Yes        White/Caucasian
1988 559157_010    852   10197.776   No   No   Yes Black/African American
1989 557093_010    747   80280.000  Yes   No   Yes                  Other
1990 558266_010    680   44600.000   No   No   Yes        White/Caucasian
1991 554917_010    794    2760.000   No   No    No Black/African American
1992 558131_020    676  168000.000  Yes   No   Yes        White/Caucasian
1993 555245_010    635    1980.000   No   No    No Black/African American
1994 554345_020    605  178080.000   No   No   Yes                   <NA>
1995 558626_020    564   80724.000   No   No   Yes                   <NA>
1996 557773_010    679   52000.000   No   No    No        White/Caucasian
1997 557038_010    820  110300.000   No   No   Yes Black/African American
1998 551087_010    704    3600.000   No   No    No        White/Caucasian
1999 555050_010    636   38000.000  Yes   No    No                  Other
2000 550845_010    646   53428.000   No   No    No        White/Caucasian
2001 550418_010    638    2700.000   No   No   Yes                   <NA>
2002 553327_010    622   12728.443  Yes   No   Yes Black/African American
2003 555053_010    972   25249.061   No   No   Yes        White/Caucasian
2004 552053_010    685  155000.000   No   No   Yes        White/Caucasian
2005 552812_020    655  154000.000   No   No   Yes Black/African American
2006 557030_010    990       0.000   No  Yes    No Black/African American
2007 557673_010    773   47400.000   No   No   Yes Black/African American
2008 551225_010    662   33484.000  Yes   No    No                  Other
2009 550143_010    912   45421.000   No   No   Yes Black/African American
2010 554354_010    729  186600.000   No   No    No        White/Caucasian
2011 557073_020    784    2149.000   No   No   Yes                  Other
2012 551744_020    680  194000.000   No   No    No        White/Caucasian
2013 557223_010    887   30500.000  Yes   No   Yes        White/Caucasian
2014 558809_010    664   92760.000   No   No   Yes        White/Caucasian
2015 554578_020    651  175012.000   No   No    No                  Other
2016 554578_010    666  175012.000   No   No    No                  Other
2017 551783_010    791  165000.000  Yes   No   Yes Black/African American
2018 556411_010    615  281000.000   No   No   Yes                   <NA>
2019 550317_010    620   70177.547   No   No   Yes                  Other
2020 559586_010    664  129667.915   No   No   Yes                  Other
2021 556668_020    891   24000.000  Yes   No   Yes        White/Caucasian
2022 552776_010    638   12782.635   No   No   Yes Black/African American
2023 559579_020    612  192120.000   No   No   Yes                  Other
2024 550105_010    860   44302.496  Yes   No   Yes                  Other
2025 552223_010    658  779800.000  Yes   No   Yes        White/Caucasian
2026 558974_010    669   94204.000   No   No   Yes        White/Caucasian
2027 555805_010    674  248463.477   No   No   Yes                   <NA>
2028 554312_020    677   51384.000  Yes   No    No                   <NA>
2029 555780_010    821   88800.000   No   No   Yes                  Other
2030 555053_020    925   25200.000  Yes   No    No        White/Caucasian
2031 550356_010    656   24112.000  Yes  Yes    No        White/Caucasian
2032 550164_020    782  484000.000   No   No   Yes        White/Caucasian
2033 559660_010    746    8662.000   No  Yes    No Black/African American
2034 559477_020    382   31000.000   No   No    No Black/African American
2035 553121_010    677    6960.000   No   No   Yes        White/Caucasian
2036 553815_020    382  171520.000   No   No   Yes                   <NA>
2037 557924_010    649  117000.000  Yes  Yes   Yes                  Other
2038 554146_010    752   44485.048   No   No   Yes                  Other
2039 554121_010    704    2000.000   No   No    No Black/African American
2040 556475_010    860   66040.000   No   No   Yes Black/African American
2041 550918_010    729   22256.400   No   No    No Black/African American
2042 559758_010    810   34674.064  Yes   No    No Black/African American
2043 550240_020    844   47960.000  Yes   No    No        White/Caucasian
2044 556698_010    671  160040.000   No   No    No Black/African American
2045 553262_010    632   18000.000   No   No    No        White/Caucasian
2046 557680_010    812   46000.000   No   No   Yes Black/African American
2047 559425_020    635   87680.000   No   No   Yes        White/Caucasian
2048 557063_020    627  129600.000  Yes   No   Yes        White/Caucasian
2049 551207_010    639    4848.000  Yes   No   Yes        White/Caucasian
2050 558859_010    650   75280.000   No   No   Yes        White/Caucasian
2051 550228_010    773   15624.000   No   No   Yes        White/Caucasian
2052 554069_010    804   13070.612   No   No   Yes Black/African American
2053 557842_010    635   30000.000  Yes   No    No        White/Caucasian
2054 559283_010    636   52600.000   No   No   Yes                   <NA>
2055 554255_010    675   15480.000   No   No    No                  Other
2056 555891_020    667   18000.000  Yes   No   Yes        White/Caucasian
2057 559806_020    601   55212.000   No   No    No                  Other
2058 555171_010    949   12372.000   No   No   Yes Black/African American
2059 556533_020    503   79000.000   No   No    No Black/African American
2060 558185_010    660   20100.000  Yes   No   Yes        White/Caucasian
2061 557152_010    648   83204.000   No   No    No        White/Caucasian
2062 557966_010    653  130000.000   No   No   Yes                   <NA>
2063 552638_020    531  136656.000   No   No   Yes                   <NA>
2064 551316_010    669    8000.000  Yes   No    No                   <NA>
2065 556857_010    617   10344.000   No   No    No                  Other
2066 559912_020    683  133000.000   No   No   Yes        White/Caucasian
2067 554363_010    672   67500.000   No   No    No Black/African American
2068 558693_020    647   72000.000  Yes   No   Yes                  Other
2069 552648_010    771   15948.000   No   No   Yes Black/African American
2070 559752_010    837   45600.000   No   No   Yes Black/African American
2071 552906_010    619   49100.000  Yes   No   Yes                  Other
2072 559186_020    567  130000.000   No   No   Yes        White/Caucasian
2073 553623_010    711   85449.191   No   No    No Black/African American
2074 555853_010    868   10476.000   No   No    No                  Other
2075 551957_020    621  114656.000   No   No   Yes        White/Caucasian
2076 554517_010    684       0.000   No   No   Yes                  Other
2077 554832_010    738   13208.000  Yes   No   Yes        White/Caucasian
2078 555053_010   1012   25260.000   No   No   Yes        White/Caucasian
2079 553180_010   1053   26400.000   No   No    No                  Other
2080 557510_020    566   88612.000   No   No    No Black/African American
2081 554075_010    779       0.000   No   No    No        White/Caucasian
2082 559814_010    667  223000.000   No   No   Yes        White/Caucasian
2083 557544_020    602   87010.000   No   No   Yes                   <NA>
2084 556976_020    573  178528.000   No   No   Yes        White/Caucasian
2085 553738_010    924   22636.000   No   No    No Black/African American
2086 551459_010    745   80800.000  Yes   No   Yes Black/African American
2087 559653_010    823   31963.035   No   No   Yes Black/African American
2088 559921_010    644   12420.000   No   No    No        White/Caucasian
2089 551833_010    637   83600.000   No   No   Yes                   <NA>
2090 557667_010    661    6457.206  Yes   No   Yes        White/Caucasian
2091 551080_020    837   50000.000   No   No   Yes Black/African American
2092 556224_010    812   90000.000   No   No   Yes Black/African American
2093 556271_010    749   13200.000  Yes   No    No                  Other
2094 554789_010    788  148320.000  Yes   No   Yes Black/African American
2095 550964_020    674  637040.695   No   No   Yes        White/Caucasian
2096 554724_020    816   50761.000   No   No   Yes Black/African American
2097 556994_010    677  175000.000  Yes   No    No        White/Caucasian
2098 554445_010    891   18300.000  Yes   No   Yes Black/African American
2099 555653_010    624  120001.000   No   No   Yes                   <NA>
2100 555037_020    418   72000.000   No   No   Yes                   <NA>
2101 558015_010    775  380300.000   No  Yes   Yes        White/Caucasian
2102 557470_020    674  233000.000   No   No   Yes        White/Caucasian
2103 559369_010    833   14400.000   No  Yes   Yes Black/African American
2104 556144_020    763  148320.000   No   No   Yes        White/Caucasian
2105 554345_010    605  178528.000   No   No   Yes                   <NA>
2106 553921_010   1093   10000.000   No   No    No Black/African American
2107 556766_010    605   60000.000   No   No   Yes                   <NA>
2108 550385_010    774   28266.534   No   No    No                  Other
2109 552779_010   1100    6648.000   No   No   Yes        White/Caucasian
2110 554392_010    784   49400.000  Yes   No   Yes Black/African American
2111 557885_020    650  102784.980  Yes   No   Yes                  Other
2112 557349_020    597  110000.000   No   No   Yes                  Other
2113 559470_010    791   17412.000   No   No   Yes        White/Caucasian
2114 557048_020    586  131016.000   No   No    No Black/African American
2115 551214_010    797       0.000  Yes   No   Yes                  Other
2116 552578_020    657  127522.562   No   No   Yes                   <NA>
2117 553167_020    618   87000.000  Yes   No   Yes                   <NA>
2118 558617_010    691   68000.000  Yes   No   Yes        White/Caucasian
2119 554314_010    669   70012.000   No   No   Yes                   <NA>
2120 555706_020    653  130252.000   No   No   Yes Black/African American
2121 550295_010    627   25304.000  Yes   No   Yes        White/Caucasian
2122 550967_020    767   85000.000  Yes   No    No Black/African American
2123 550962_010    642   47000.000   No   No   Yes Black/African American
2124 559144_010   1008  208000.000  Yes   No    No Black/African American
2125 555113_020    597   85012.000   No   No   Yes                   <NA>
2126 558974_010    669   94000.000   No   No   Yes        White/Caucasian
2127 559223_020    591   70000.000   No   No   Yes        White/Caucasian
2128 552811_020    722  320000.000   No   No   Yes Black/African American
2129 551744_010    660  194080.000   No   No   Yes        White/Caucasian
2130 556402_010    629   15948.000   No   No    No        White/Caucasian
2131 550291_010    655   18800.000   No   No   Yes        White/Caucasian
2132 550043_010    903   27600.000   No   No    No Black/African American
2133 554228_020    837   17388.000  Yes   No   Yes        White/Caucasian
2134 553325_010    840   14508.000   No   No    No Black/African American
2135 551686_010    657   72000.000   No   No    No Black/African American
2136 559649_010    722   53400.000   No   No   Yes Black/African American
2137 552301_010    925   12012.000   No   No   Yes        White/Caucasian
2138 558109_010    685  238400.000   No   No   Yes Black/African American
2139 554899_010    613   33344.000  Yes   No   Yes        White/Caucasian
2140 550015_020    595   90000.000   No   No   Yes                  Other
2141 550985_020    653  130252.000   No   No   Yes                  Other
2142 558936_010    760   13236.192   No   No   Yes Black/African American
2143 553798_020    508  117000.000   No   No   Yes                   <NA>
2144 551132_020    683  109000.000   No   No   Yes        White/Caucasian
2145 554369_010    780    6552.000  Yes  Yes   Yes Black/African American
2146 559343_010    670    2149.000   No   No   Yes                  Other
2147 553793_010    666   50000.000   No   No   Yes Black/African American
2148 553757_020    610  267060.000   No   No   Yes        White/Caucasian
2149 557433_010    783   20000.000  Yes   No    No Black/African American
2150 555260_010    933   23748.000   No   No    No Black/African American
2151 554494_020    614  139200.000   No   No    No        White/Caucasian
2152 558739_010    630  237050.000   No   No   Yes                  Other
2153 554875_020    611     600.000   No   No   Yes Black/African American
2154 559270_010    626       0.000   No   No   Yes                   <NA>
2155 556249_020    611  707600.000   No   No   Yes                  Other
2156 553994_020    618   11000.000  Yes  Yes    No        White/Caucasian
2157 556851_010    670   12251.412   No   No   Yes Black/African American
2158 550185_020    609  100000.000   No   No   Yes        White/Caucasian
2159 555338_010    893       0.000  Yes   No   Yes Black/African American
2160 551286_020    811   65982.336   No   No   Yes                  Other
2161 555351_010    646   69278.635   No   No   Yes Black/African American
2162 559011_010    658   37079.926   No   No   Yes        White/Caucasian
2163 551085_010    669   29040.000   No   No    No                  Other
2164 552629_010    941   30600.000  Yes   No   Yes Black/African American
2165 554463_010    675   49240.000   No   No   Yes        White/Caucasian
2166 552302_010    633       0.000  Yes   No    No                   <NA>
2167 553424_010    643   51600.000  Yes   No   Yes                   <NA>
2168 551026_010    939   15345.000   No   No   Yes Black/African American
2169 556943_020    651   14160.000   No   No   Yes                  Other
2170 558646_010    772   20088.000   No   No   Yes Black/African American
2171 556827_010    836   16800.000   No   No    No                  Other
2172 550964_010    641  594000.000   No   No   Yes        White/Caucasian
2173 552053_010    686  155180.000   No   No   Yes        White/Caucasian
2174 559839_020    537  380300.000   No   No    No Black/African American
2175 550015_010    678   90000.000   No   No   Yes                  Other
2176 555331_020    556  145000.000   No   No   Yes        White/Caucasian
2177 553935_010    836   19200.000   No   No    No Black/African American
2178 553995_010    748   40012.000   No   No   Yes Black/African American
2179 557795_010    995   16000.000   No   No    No Black/African American
2180 556779_020    613  121200.000   No   No   Yes        White/Caucasian
2181 550522_010    674    1000.000   No   No    No                  Other
2182 555441_010    649   52700.000   No   No   Yes        White/Caucasian
2183 551737_020    622  194000.000   No   No   Yes        White/Caucasian
2184 558652_020    611  103000.000   No   No    No Black/African American
2185 555653_020    622  120000.000   No   No   Yes                   <NA>
2186 554163_010    678  332600.000   No   No   Yes        White/Caucasian
2187 551031_010    645   31963.035   No   No   Yes                   <NA>
2188 559300_010    680  353005.511   No   No   Yes        White/Caucasian
2189 559734_010    663  109120.000   No   No    No                   <NA>
2190 557908_010    680   23808.000   No   No    No                  Other
2191 557529_020    539  120000.000   No   No   Yes                   <NA>
2192 557784_010    657   23748.000  Yes   No   Yes Black/African American
2193 556920_010    621  134188.000   No   No   Yes        White/Caucasian
2194 556936_010    745  100480.000  Yes   No    No Black/African American
2195 557559_020    809  135000.000   No   No   Yes Black/African American
2196 559440_010    662  121200.000   No   No   Yes        White/Caucasian
2197 559990_010    652   49800.000   No   No   Yes                   <NA>
2198 551228_010    684   22776.000  Yes   No   Yes                  Other
2199 552383_010    849       0.000  Yes   No   Yes                  Other
2200 559132_010    714  228533.430   No   No   Yes                  Other
2201 554655_010    642   15000.000  Yes   No   Yes        White/Caucasian
2202 557898_010    663   42200.000  Yes   No    No                   <NA>
2203 551686_020    638   72201.000   No   No   Yes Black/African American
2204 556586_010    829   93480.000   No   No   Yes        White/Caucasian
2205 557571_010    818   22800.000  Yes  Yes    No Black/African American
2206 552499_020    746    9000.000   No   No    No                  Other
2207 559593_010    614  147000.000   No   No   Yes        White/Caucasian
2208 552019_010    623  250080.000   No   No   Yes                   <NA>
2209 556431_010    620  118000.000   No   No   Yes                   <NA>
2210 559653_010    773   31800.000   No   No   Yes Black/African American
2211 559199_020    559   34610.000   No   No   Yes                  Other
2212 558938_010    645   45240.000  Yes   No    No Black/African American
2213 552238_010    673    2500.000   No   No   Yes                   <NA>
2214 551108_020    622  119008.000   No   No    No        White/Caucasian
2215 555071_010    612  124589.000   No  Yes   Yes Black/African American
2216 557647_010    644   18300.000  Yes   No    No        White/Caucasian
2217 555925_010    850   45500.000   No   No   Yes Black/African American
2218 555511_010    606   40000.000   No   No   Yes                   <NA>
2219 553826_010    725  175000.000   No   No   Yes        White/Caucasian
2220 551735_010    622  276400.000   No   No   Yes        White/Caucasian
2221 559234_020    683  137000.000   No   No   Yes                   <NA>
2222 558703_010    641   17964.000  Yes   No   Yes                   <NA>
2223 553522_010    672  140200.000   No   No   Yes        White/Caucasian
2224 556976_010    628  178528.000   No   No   Yes        White/Caucasian
2225 550551_010    649   73510.000   No   No    No                   <NA>
2226 559272_010    623   19650.320   No   No    No Black/African American
2227 552332_020    769  122000.000  Yes   No   Yes        White/Caucasian
2228 555331_020    554  145400.000   No   No   Yes        White/Caucasian
2229 557617_010    780   73848.000  Yes   No   Yes Black/African American
2230 559963_010    657  124517.822  Yes   No   Yes Black/African American
2231 556390_010    632   12000.000   No   No   Yes        White/Caucasian
2232 555944_010    687  190420.000   No   No   Yes Black/African American
2233 553139_020    624   50000.000   No   No   Yes        White/Caucasian
2234 556456_010    631   44600.000   No   No   Yes        White/Caucasian
2235 556431_020    626  118000.000  Yes   No    No                   <NA>
2236 552177_010    652   82150.000   No   No   Yes        White/Caucasian
2237 552646_010    626  129667.915   No   No    No        White/Caucasian
2238 553552_010    914    6480.000   No   No    No                  Other
2239 550181_010    666   55000.000   No   No    No        White/Caucasian
2240 553413_010    768   87010.000   No   No    No                  Other
2241 558511_020    610   47484.000  Yes   No    No                   <NA>
2242 551080_010    837   50000.000   No   No   Yes Black/African American
2243 550100_010    644     804.000   No  Yes    No        White/Caucasian
2244 556717_020    636  366280.000   No   No   Yes                   <NA>
2245 552448_010    902   10707.000  Yes   No   Yes                  Other
2246 557063_020    627  130000.000  Yes   No   Yes        White/Caucasian
2247 555716_020    673   10000.000   No   No    No                  Other
2248 555037_010    615   72201.000   No   No   Yes                   <NA>
2249 558547_020    599    5040.000   No   No    No        White/Caucasian
2250 556413_020    670  157200.000   No   No   Yes                  Other
2251 550569_010    661  317000.000  Yes   No   Yes        White/Caucasian
2252 559346_010    900   84012.000   No   No   Yes Black/African American
2253 555022_010    626   31850.000  Yes   No   Yes                  Other
2254 556646_020    721  254000.000   No   No   Yes Black/African American
2255 554591_020    586  127000.000   No   No   Yes Black/African American
2256 550822_020    660   71240.000  Yes  Yes   Yes Black/African American
2257 558671_020    945   31235.000  Yes   No    No        White/Caucasian
2258 552748_010    760   30332.902   No   No    No Black/African American
2259 553641_010    627   50212.000   No  Yes    No                  Other
2260 554463_010    676   49100.000   No   No   Yes        White/Caucasian
2261 551628_010    708       0.000  Yes   No   Yes Black/African American
2262 557375_010    623     300.000  Yes  Yes   Yes        White/Caucasian
2263 555338_020    988       0.000   No   No   Yes                  Other
2264 557940_010    672   19380.000   No   No   Yes Black/African American
2265 555037_020    414   72180.000   No   No   Yes                   <NA>
2266 555297_020    657  540000.000   No   No   Yes                  Other
2267 557353_010    811   10236.000  Yes   No   Yes Black/African American
2268 553998_010    643       0.000  Yes   No   Yes        White/Caucasian
2269 559001_010    834    6812.000   No   No   Yes                  Other
2270 552306_020    607  189003.000   No   No   Yes                   <NA>
2271 554420_010   1040   14241.000  Yes   No   Yes Black/African American
2272 555706_020    657  130000.000   No   No   Yes Black/African American
2273 552964_010    649  107000.000   No   No    No        White/Caucasian
2274 556484_010    685   60050.000  Yes   No   Yes        White/Caucasian
2275 556038_010    768   71080.000   No   No   Yes Black/African American
2276 553241_010    628  106000.000   No   No   Yes Black/African American
2277 559029_020    603  152000.000   No   No   Yes        White/Caucasian
2278 550233_020    778   25300.000  Yes   No   Yes        White/Caucasian
2279 550375_010    762   19040.000   No   No   Yes Black/African American
2280 550583_010    648   95000.000   No  Yes   Yes        White/Caucasian
2281 552835_010    674  172000.000   No   No    No        White/Caucasian
2282 557855_010    714   32580.000  Yes   No   Yes Black/African American
2283 550147_010    716   30000.000   No   No    No Black/African American
2284 551597_020    634   26000.000   No   No    No                   <NA>
2285 550581_020    749   22534.000  Yes   No   Yes        White/Caucasian
2286 554445_010    879   18226.344  Yes   No   Yes Black/African American
2287 559472_010   1066   48366.581   No   No   Yes                  Other
2288 555663_010    682   89670.804   No   No   Yes                  Other
2289 555216_010    855   44485.048   No   No   Yes                  Other
2290 552454_010    716   96000.000   No   No   Yes                  Other
2291 552633_010    735   20000.000  Yes   No   Yes        White/Caucasian
2292 553564_020    545   35000.000  Yes   No    No        White/Caucasian
2293 557510_010    698   88800.000  Yes   No   Yes Black/African American
2294 558330_020    816   92856.000  Yes   No   Yes Black/African American
2295 553755_010   1108   94641.197  Yes   No   Yes Black/African American
2296 557456_020    788   25304.000  Yes   No    No                  Other
2297 557699_010    619   10920.000   No   No    No Black/African American
2298 552578_010    657  128435.835   No   No   Yes                   <NA>
2299 559023_010    637   28264.000  Yes   No    No                   <NA>
2300 558198_010    722   25304.000  Yes   No    No                   <NA>
2301 556205_010    629   49400.000   No   No    No                   <NA>
2302 559355_010    649   78256.000   No   No    No                   <NA>
2303 551310_010    803   80000.000   No   No   Yes Black/African American
2304 556205_010    631   49501.000   No   No    No                   <NA>
2305 556073_010    780   11052.000  Yes   No    No Black/African American
2306 551116_010    616   68664.000   No   No   Yes                   <NA>
2307 556141_020    860   75500.000  Yes   No    No                  Other
2308 551223_010    636   16824.000   No   No   Yes                   <NA>
2309 553775_020    551  101156.000  Yes   No   Yes                  Other
2310 551762_010    629   80000.000  Yes   No   Yes        White/Caucasian
2311 552342_010    663   28036.000   No   No   Yes Black/African American
2312 558174_020    947  141276.000   No   No   Yes Black/African American
2313 559660_010    753    8640.000   No  Yes    No Black/African American
2314 558281_010   1082   21716.000  Yes   No    No                  Other
2315 554748_010    685   94796.000   No   No   Yes        White/Caucasian
2316 551140_010    804   10200.000   No   No   Yes        White/Caucasian
2317 553474_020    804       0.000   No   No   Yes Black/African American
2318 554280_010    633   80000.000   No   No    No                   <NA>
2319 556484_010    685   60000.000  Yes   No   Yes        White/Caucasian
2320 555476_010    639  327000.000   No   No   Yes        White/Caucasian
2321 557484_020    653  227901.215   No   No    No                   <NA>
2322 559660_010    753    8400.000   No  Yes    No Black/African American
2323 558128_010    619  237000.000   No   No   Yes                   <NA>
2324 559346_020    912   83600.000  Yes   No   Yes Black/African American
2325 551761_020    759   31235.000  Yes   No   Yes Black/African American
2326 557102_010    645  243000.000   No   No   Yes                  Other
2327 550535_010    661   25000.000   No   No   Yes        White/Caucasian
2328 559909_010    648    2311.393   No   No   Yes Black/African American
2329 555607_010    765    1000.000   No   No   Yes        White/Caucasian
2330 555636_010    608  218032.013   No   No   Yes                   <NA>
2331 554630_010    820   40498.000  Yes   No   Yes Black/African American
2332 559269_020    613  101338.000   No   No   Yes        White/Caucasian
2333 551517_010    665    6960.000   No   No    No        White/Caucasian
2334 556089_020    709   25962.000   No   No    No        White/Caucasian
2335 558216_010    637   93480.000   No   No   Yes Black/African American
2336 552482_020    839   51000.000   No  Yes   Yes        White/Caucasian
2337 553768_010    955   12408.000  Yes   No   Yes Black/African American
2338 551337_020    896   31235.000  Yes  Yes   Yes Black/African American
2339 556350_010    643   16320.000   No   No   Yes Black/African American
2340 555959_010    623   76000.000   No   No   Yes Black/African American
2341 559083_010    815   57500.000   No   No   Yes Black/African American
2342 558446_010    650   20008.604   No   No   Yes Black/African American
2343 558175_020    614  526192.000   No   No   Yes                   <NA>
2344 552578_020    655  127840.000   No   No   Yes                   <NA>
2345 557619_010    666  188000.000   No   No   Yes                   <NA>
2346 557802_010    806   40498.000   No   No   Yes Black/African American
2347 553030_010    626   46000.000  Yes   No   Yes        White/Caucasian
2348 555395_020    682  404000.000   No   No    No        White/Caucasian
2349 554864_010    633  145400.000   No   No   Yes                   <NA>
2350 559492_020    634   73537.000  Yes   No   Yes                   <NA>
2351 555053_020    891   25272.000  Yes   No    No        White/Caucasian
2352 555258_010    653   40000.000  Yes  Yes   Yes Black/African American
2353 557617_020    776   73848.000   No   No   Yes Black/African American
2354 554603_010    634    1512.000   No   No    No Black/African American
2355 557791_010    622  100000.000  Yes   No   Yes        White/Caucasian
2356 552332_010    721  122600.000  Yes   No   Yes        White/Caucasian
2357 550653_010    976    4848.000   No   No    No        White/Caucasian
2358 555050_010    636   37896.000  Yes   No    No                  Other
2359 556276_020    625   93003.000   No   No   Yes                   <NA>
2360 550626_010    802   85000.000  Yes   No    No Black/African American
2361 556384_010    792   10703.000  Yes   No   Yes        White/Caucasian
2362 557351_010    838  106500.000   No   No    No Black/African American
2363 559877_020    559    5500.000   No   No   Yes        White/Caucasian
2364 555721_010    665   98000.000   No   No   Yes                   <NA>
2365 550637_020    627  430400.000   No   No   Yes                   <NA>
2366 554369_010    780    6840.000  Yes  Yes   Yes Black/African American
2367 559842_010    629  250000.000  Yes   No   Yes        White/Caucasian
2368 554933_010    670   11870.463   No   No   Yes        White/Caucasian
2369 555578_010    802   14200.000   No   No   Yes Black/African American
2370 550830_010    680  100000.000  Yes   No    No Black/African American
2371 557751_010    699   93200.000   No   No   Yes Black/African American
2372 559734_020    603  108400.000  Yes   No   Yes                   <NA>
2373 550041_020    615  711600.000  Yes   No   Yes                   <NA>
2374 551547_010    826   66040.000   No   No   Yes                  Other
2375 551046_010    939   16416.000  Yes   No   Yes Black/African American
2376 551646_010    679   51311.000   No   No   Yes                   <NA>
2377 554961_010    652   64800.000   No   No    No                   <NA>
2378 555192_010   1060   19716.000   No   No   Yes        White/Caucasian
2379 550041_010    614  699684.000  Yes   No   Yes                   <NA>
2380 559722_010    636  318283.858   No   No   Yes                   <NA>
2381 554845_020    812   95824.000   No   No   Yes Black/African American
2382 559425_020    643   87706.076   No   No   Yes        White/Caucasian
2383 558765_010    749   16869.661  Yes   No    No Black/African American
2384 554752_010    675  281000.000   No   No    No        White/Caucasian
2385 553262_010    632   17964.000   No   No    No        White/Caucasian
2386 557788_010    935       0.000   No   No    No                  Other
2387 556758_010    645   40000.000   No   No   Yes        White/Caucasian
2388 557180_020    589  276570.000   No   No   Yes        White/Caucasian
2389 555439_010    620  160644.000   No   No   Yes                   <NA>
2390 557417_010    805       0.000   No   No   Yes                  Other
2391 553757_020    611  268500.000   No   No   Yes        White/Caucasian
2392 557518_010    698  124800.000   No   No   Yes        White/Caucasian
2393 558062_010    714   52550.000  Yes   No   Yes Black/African American
2394 554864_020    634  144600.000   No   No   Yes                   <NA>
2395 554717_010    663    2424.000   No   No   Yes        White/Caucasian
2396 558398_010    647    1000.000   No  Yes   Yes                   <NA>
2397 558055_010    940   25832.000   No   No    No Black/African American
2398 554789_020    823  149080.000  Yes   No   Yes Black/African American
2399 556921_010    876   28600.000   No   No    No Black/African American
2400 551744_010    665  194080.000   No   No   Yes        White/Caucasian
2401 550685_010    661   34000.000  Yes   No   Yes        White/Caucasian
2402 555232_010    886   13416.000  Yes   No   Yes        White/Caucasian
2403 551645_010    912   22256.400  Yes   No   Yes        White/Caucasian
2404 557538_020    668    4772.000   No   No   Yes        White/Caucasian
2405 553778_010    783  126000.000   No   No   Yes Black/African American
2406 557223_020    773   30300.000   No   No   Yes        White/Caucasian
2407 552490_010    887    5000.000   No   No    No Black/African American
2408 551064_010    679   56800.000   No   No   Yes                   <NA>
2409 550862_020    764   27300.000   No   No   Yes Black/African American
2410 557725_010    685  101400.000   No   No   Yes        White/Caucasian
2411 557131_010    769  112500.000   No   No   Yes Black/African American
2412 559300_010    680  347933.333   No   No   Yes        White/Caucasian
2413 559968_010    650  114820.000   No   No   Yes                   <NA>
2414 550270_010    633   30174.637   No   No   Yes        White/Caucasian
2415 559565_010    897   43760.000   No  Yes    No Black/African American
2416 550851_020    569      60.000   No   No   Yes        White/Caucasian
2417 551372_010    677   16988.000   No   No   Yes        White/Caucasian
2418 554951_010    650   34610.000   No   No   Yes                  Other
2419 550404_010    684   50551.154   No   No    No Black/African American
2420 558313_010    770  236000.000   No   No   Yes Black/African American
2421 553994_010    617   10920.000  Yes  Yes    No        White/Caucasian
2422 554789_020    831  149080.000  Yes   No   Yes Black/African American
2423 557557_010    646   35944.967   No   No   Yes        White/Caucasian
2424 551973_010    682   43200.000  Yes   No   Yes        White/Caucasian
2425 550524_010    892   51682.000   No   No   Yes Black/African American
2426 554488_020    665  210364.000   No   No   Yes Black/African American
2427 553970_020    543   75000.000   No   No   Yes                  Other
2428 559857_010    666  250800.000   No   No   Yes        White/Caucasian
2429 557723_010    736     336.000   No   No   Yes Black/African American
2430 553505_020    570  243000.000   No   No   Yes        White/Caucasian
2431 559470_020    798   17380.000  Yes   No   Yes        White/Caucasian
2432 552677_010    699  560500.000   No   No   Yes        White/Caucasian
2433 551878_020    651   44328.000   No   No   Yes                  Other
2434 558321_010    633   26484.000   No   No   Yes        White/Caucasian
2435 551346_010    713       0.000   No   No   Yes                  Other
2436 554789_010    758  148320.000   No   No   Yes Black/African American
2437 555171_010    948   12420.000   No   No   Yes Black/African American
2438 552529_020    660  134600.000   No   No   Yes        White/Caucasian
2439 555138_010    654  265075.000   No   No   Yes        White/Caucasian
2440 556225_020    506   62000.000   No   No   Yes                   <NA>
2441 551808_010    896   19332.000   No   No   Yes Black/African American
2442 550458_020    674  343280.000   No   No   Yes                   <NA>
2443 557125_010    697   40000.000  Yes   No   Yes Black/African American
2444 551228_010    684   23004.000  Yes   No   Yes                  Other
2445 551030_010    654   13128.000  Yes   No   Yes        White/Caucasian
2446 550490_010    607   41688.000   No   No   Yes                   <NA>
2447 554764_010    701  100480.000  Yes   No   Yes Black/African American
2448 558517_010    632  116500.000   No   No   Yes        White/Caucasian
2449 552499_010    888    8880.000   No   No   Yes                  Other
2450 550310_010    814   34000.000  Yes   No   Yes Black/African American
2451 559622_010   1148   17736.000   No   No    No Black/African American
2452 556223_020    782  135840.000  Yes   No   Yes Black/African American
2453 559133_010    989   22752.000   No   No    No Black/African American
2454 553721_010    662   37705.568  Yes   No    No        White/Caucasian
2455 557151_010    964   43760.000   No   No    No Black/African American
2456 559343_010    670    2000.000   No   No   Yes                  Other
2457 556077_020    766  140200.000   No   No    No                  Other
2458 558158_010    686   50000.000   No   No   Yes Black/African American
2459 550560_020    797  106500.000   No   No   Yes Black/African American
2460 555085_010    681       0.000   No   No    No                  Other
2461 554687_010    643  142600.000   No   No   Yes                   <NA>
2462 557226_010    935   17664.000   No   No    No Black/African American
2463 559287_020    796   96267.615   No   No   Yes        White/Caucasian
2464 553771_010    657   12348.000  Yes   No   Yes                  Other
2465 559887_010    649    3604.000   No   No   Yes                   <NA>
2466 557025_020    745   92000.000   No   No   Yes        White/Caucasian
2467 551461_020    633   76000.000   No   No    No        White/Caucasian
2468 559741_010    752    2500.000   No   No   Yes Black/African American
2469 554686_010    658  262500.000   No   No   Yes        White/Caucasian
2470 559646_010    647   23130.617   No   No    No        White/Caucasian
2471 557476_010    629  114000.000  Yes   No   Yes Black/African American
2472 552554_020    588  216000.000  Yes   No   Yes                  Other
2473 555262_020    657  253820.000   No   No   Yes        White/Caucasian
2474 559121_010    681    5860.000  Yes  Yes   Yes                  Other
2475 551845_010    837   40000.000  Yes   No   Yes Black/African American
2476 557721_010    642   60200.000   No   No    No        White/Caucasian
2477 555294_010    641   21936.000   No   No    No                   <NA>
2478 556111_010    667  560500.000   No   No   Yes        White/Caucasian
2479 556985_010    640  476000.000   No   No    No        White/Caucasian
2480 553670_010    627 1800012.000   No   No    No                   <NA>
2481 556008_020    565  211696.111  Yes   No   Yes        White/Caucasian
2482 553623_020    709   85449.191   No   No   Yes Black/African American
2483 553211_010    883   21200.000   No  Yes    No Black/African American
2484 557111_020    962   38220.000  Yes   No    No Black/African American
2485 552163_010    813   31850.000  Yes   No    No Black/African American
2486 558366_010    678  152000.000   No   No   Yes        White/Caucasian
2487 556720_020   1014   73640.000   No   No    No Black/African American
2488 552383_010    849       0.000  Yes   No   Yes                  Other
2489 557351_010    835  108040.000   No   No   Yes Black/African American
2490 554717_010    663    2500.000   No   No   Yes        White/Caucasian
2491 558355_010    833    7500.000   No   No    No Black/African American
2492 554773_010    750   60050.000   No   No    No Black/African American
2493 556758_010    646   40000.000   No   No   Yes        White/Caucasian
2494 556846_010    681  770537.149   No   No   Yes        White/Caucasian
2495 555479_010    662   75012.000   No   No   Yes                   <NA>
2496 556646_010    830  253820.000   No   No   Yes Black/African American
2497 552908_010    658   67600.000  Yes   No    No                  Other
2498 558748_010    635   33603.498  Yes   No   Yes                   <NA>
2499 559984_010    907   15480.000   No   No    No        White/Caucasian
2500 559190_010    674  144600.000   No   No    No        White/Caucasian
2501 557642_010    678   66876.000   No   No   Yes        White/Caucasian
2502 555113_010    680   84600.000  Yes   No   Yes                   <NA>
2503 554387_020    607  220099.546   No   No   Yes                   <NA>
2504 557034_010    825    2700.000   No   No    No        White/Caucasian
2505 556121_010    661    9779.466  Yes   No    No                   <NA>
2506 552693_010    660   29544.000  Yes   No    No                  Other
2507 558004_020    660  102000.000   No   No   Yes        White/Caucasian
2508 551140_010    812   10252.000   No   No   Yes        White/Caucasian
2509 555946_010    772       0.000   No   No    No Black/African American
2510 556845_010    656  120000.000   No   No   Yes                   <NA>
2511 558935_010    794    8319.000   No   No   Yes        White/Caucasian
2512 553948_010    781  117228.000  Yes  Yes    No Black/African American
2513 551664_010    896   66000.000  Yes   No   Yes Black/African American
2514 551781_010    670   16800.000   No   No   Yes                   <NA>
2515 552745_020    635   84124.000   No   No   Yes        White/Caucasian
2516 556344_010    610  262500.000   No   No   Yes                   <NA>
2517 550967_010    767   85000.000   No   No    No Black/African American
2518 552104_010    616   19200.000   No   No   Yes        White/Caucasian
2519 555648_010    658   40000.000   No   No   Yes                   <NA>
2520 555087_010    617    8940.000   No   No    No                  Other
2521 558568_020    862   52000.000  Yes   No    No Black/African American
2522 555710_010    626   27600.000   No   No   Yes                   <NA>
2523 554490_010    694 1800012.000   No   No   Yes Black/African American
2524 553167_020    606   87096.000  Yes   No   Yes                   <NA>
2525 553611_010    914   19332.000  Yes  Yes   Yes        White/Caucasian
2526 552919_010    689   31460.000   No   No   Yes Black/African American
2527 559069_020    694  189003.000   No   No    No        White/Caucasian
2528 554845_010    809   96004.000  Yes   No   Yes Black/African American
2529 559220_010    626  476000.000   No   No   Yes        White/Caucasian
2530 552179_010    626   35000.000   No   No   Yes                   <NA>
2531 555721_020    570   99200.000   No   No   Yes                   <NA>
2532 554171_020    691   15160.000   No   No   Yes                  Other
2533 553448_010    741   13236.192  Yes   No   Yes Black/African American
2534 551553_010    805   47131.499   No   No    No Black/African American
2535 558639_020    598  990200.000   No   No   Yes        White/Caucasian
2536 550310_010    814   34080.000  Yes   No   Yes Black/African American
2537 551651_010    640   10000.000   No   No   Yes        White/Caucasian
2538 556907_020    912  124000.000  Yes   No    No Black/African American
2539 555922_010    900   21390.000  Yes   No   Yes Black/African American
2540 554117_020    633   84600.000   No   No   Yes        White/Caucasian
2541 550985_020    654  130005.000   No   No    No                  Other
2542 554630_010    819   41188.000  Yes   No   Yes Black/African American
2543 550119_010    903   33800.000   No   No   Yes        White/Caucasian
2544 555929_010    670   42010.000   No   No    No        White/Caucasian
2545 559023_010    637   28800.000  Yes   No    No                   <NA>
2546 556291_010    697   80000.000   No   No    No Black/African American
2547 558344_010    649   75563.157  Yes   No   Yes                   <NA>
2548 557977_020    612   25032.000   No   No   Yes                  Other
2549 553768_010    948   12360.000  Yes   No   Yes Black/African American
2550 553206_010    656    3420.000  Yes   No   Yes Black/African American
2551 554344_010    861   58286.511   No   No   Yes Black/African American
2552 559839_020    542  380300.000   No   No    No Black/African American
2553 557014_010    824   46892.000  Yes   No    No Black/African American
2554 552110_010    639   19200.000  Yes   No    No                   <NA>
2555 556402_010    629   16000.000   No   No    No        White/Caucasian
2556 554690_010    653  120000.000   No   No   Yes        White/Caucasian
2557 552811_020    732  318283.858   No   No   Yes Black/African American
2558 551723_020    797   27000.000  Yes   No    No Black/African American
2559 550745_010    620  126500.000   No   No    No                   <NA>
2560 559270_020    580       0.000   No   No    No        White/Caucasian
2561 551553_020    844   46656.000   No   No    No Black/African American
2562 559617_020    666  194080.000   No   No   Yes        White/Caucasian
2563 554238_020    912   63000.000   No   No   Yes        White/Caucasian
2564 553832_010    872   14400.000  Yes  Yes    No Black/African American
2565 550315_010    625   57500.000   No   No   Yes        White/Caucasian
2566 550583_010    649   94400.000   No  Yes   Yes        White/Caucasian
2567 551140_010    804   10536.000   No   No   Yes        White/Caucasian
2568 550237_010    639   79890.312   No   No   Yes        White/Caucasian
2569 558602_020    760   53044.000  Yes   No   Yes        White/Caucasian
2570 554953_010    644   31500.000   No   No    No        White/Caucasian
2571 555262_010    627  252662.216   No   No   Yes        White/Caucasian
2572 553338_010    858   17796.000  Yes   No   Yes                  Other
2573 558087_010    653   13149.386  Yes   No   Yes Black/African American
2574 556997_010    800   29760.000   No   No   Yes Black/African American
2575 550747_010    645    8400.000   No   No   Yes                  Other
2576 557011_010   1003   46260.196   No   No   Yes Black/African American
2577 553043_010    883   17640.000   No   No    No Black/African American
2578 554345_020    605  178600.000   No   No   Yes                   <NA>
2579 552786_010    719   40000.000  Yes   No   Yes                  Other
2580 559129_010    700   23400.000   No   No   Yes                  Other
2581 550859_010    673   53533.000  Yes   No   Yes        White/Caucasian
2582 556536_010    646   14377.649  Yes   No    No        White/Caucasian
2583 557924_010    652  116500.000  Yes  Yes   Yes                  Other
2584 555978_010    746    1681.298   No   No   Yes Black/African American
2585 552808_010    623    9828.000   No   No    No                   <NA>
2586 557451_020    503   24216.000  Yes   No    No        White/Caucasian
2587 551602_010    854       0.000   No   No   Yes                  Other
2588 550790_020    567  430400.000   No   No   Yes                   <NA>
2589 553970_020    543   75000.000   No   No   Yes                  Other
2590 551064_010    675   57014.000   No   No   Yes                   <NA>
2591 551686_010    653   72000.000   No   No    No Black/African American
2592 559986_010    651   80000.000   No   No    No        White/Caucasian
2593 552414_020    603  161000.000   No   No    No        White/Caucasian
2594 553532_010    704    6800.000   No   No   Yes Black/African American
2595 559598_020    687  378052.138   No   No    No Black/African American
2596 559624_010    673   85449.191   No   No   Yes                   <NA>
2597 552656_010    658  158440.000   No   No    No        White/Caucasian
2598 557930_020    820   21390.000   No   No   Yes Black/African American
2599 553400_010    764   24200.000   No   No   Yes Black/African American
2600 556249_020    605  746620.000   No   No   Yes                  Other
2601 553582_010    596   82000.000   No   No    No Black/African American
2602 558446_010    650   20100.000   No   No   Yes Black/African American
2603 552861_010    935   26400.000  Yes   No    No Black/African American
2604 559315_010    636   31000.000  Yes   No    No                  Other
2605 558441_010    640  310440.000   No   No   Yes                   <NA>
2606 554840_010    663   31000.000  Yes   No   Yes                  Other
2607 553815_020    426  171520.000   No   No   Yes                   <NA>
2608 555736_010    614  178600.000   No   No   Yes        White/Caucasian
2609 556138_010    713    7800.000   No  Yes   Yes Black/African American
2610 553913_010    948  122012.000   No   No    No Black/African American
2611 558985_010    651   13600.000  Yes   No    No                  Other
2612 554413_010    781   15000.000   No   No   Yes Black/African American
2613 557544_010    676   87000.000   No   No   Yes                   <NA>
2614 550100_020    621     750.000   No  Yes    No        White/Caucasian
2615 555198_010    543  174436.000   No   No   Yes                   <NA>
2616 555441_010    649   52774.571   No   No   Yes        White/Caucasian
2617 552231_020    650  102000.000  Yes   No   Yes                   <NA>
2618 550401_010    645   48000.000  Yes   No   Yes                  Other
2619 551892_010    626   74000.000   No   No   Yes Black/African American
2620 551104_020    590   20100.000  Yes   No    No Black/African American
2621 558131_020    676  170164.930  Yes   No   Yes        White/Caucasian
2622 550904_010    636  455012.000   No   No   Yes Black/African American
2623 556266_020    610   12782.635  Yes   No    No Black/African American
2624 556635_010    818   20568.000  Yes   No   Yes Black/African American
2625 555697_020    654   14796.000  Yes   No   Yes        White/Caucasian
2626 551279_010    651     400.000   No   No   Yes Black/African American
2627 559283_020    636   52600.000   No   No   Yes                   <NA>
2628 550015_020    597   90000.000   No   No   Yes                  Other
2629 556445_010    698   21396.000  Yes   No    No                  Other
2630 558764_010    674   17380.000  Yes   No    No        White/Caucasian
2631 558174_010    957  141400.000   No   No   Yes        White/Caucasian
2632 556181_010    848   19320.000   No   No    No Black/African American
2633 553765_020    616   66876.000  Yes   No    No                  Other
2634 552494_010    677  285000.000   No   No   Yes        White/Caucasian
2635 550233_020    778   25260.000  Yes   No   Yes        White/Caucasian
2636 553935_010    836   18960.000   No   No    No Black/African American
2637 552681_020    613   51204.000   No   No    No Black/African American
2638 557909_010    635   51682.000   No   No   Yes        White/Caucasian
2639 552323_010    851   16488.000  Yes  Yes   Yes        White/Caucasian
2640 550637_020    625  430400.000   No   No   Yes                   <NA>
2641 552156_020    753   27170.731   No   No   Yes Black/African American
2642 557932_020    640  140000.000   No   No   Yes        White/Caucasian
2643 555134_020    664    9672.000   No   No   Yes        White/Caucasian
2644 552911_010    623   55000.000   No   No   Yes Black/African American
2645 559416_020    680   52000.000   No   No   Yes Black/African American
2646 557568_010    620   68400.000   No   No   Yes        White/Caucasian
2647 558962_010    668   27408.000   No   No   Yes        White/Caucasian
2648 559083_010    830   57184.000   No   No   Yes Black/African American
2649 552218_010    868   10707.000  Yes   No   Yes                  Other
2650 557088_010    863   17412.000   No   No   Yes Black/African American
2651 552398_020    687  162012.000   No   No   Yes        White/Caucasian
2652 550384_010    725    2181.933   No  Yes   Yes Black/African American
2653 557347_020    666  102000.000   No   No   Yes        White/Caucasian
2654 559878_010   1006   36600.000  Yes   No   Yes        White/Caucasian
2655 557775_010    642   59040.000   No   No   Yes        White/Caucasian
2656 550514_020    607   54026.574   No   No   Yes                  Other
2657 559456_010    913    8000.000  Yes  Yes   Yes                  Other
2658 551396_010    754  325480.000  Yes   No   Yes        White/Caucasian
2659 555460_010    640   22256.400   No   No   Yes                   <NA>
2660 556148_020    922   35856.000   No   No   Yes        White/Caucasian
2661 559355_010    650   78500.000   No   No    No                   <NA>
2662 550661_010    651   22172.000  Yes   No    No        White/Caucasian
2663 551292_010    673    3372.000  Yes  Yes    No                   <NA>
2664 556698_010    671  160040.000   No   No    No Black/African American
2665 551564_010    654   29544.000   No   No   Yes        White/Caucasian
2666 550962_010    642   46793.034   No   No   Yes Black/African American
2667 552965_010    692  223349.581   No   No   Yes        White/Caucasian
2668 551238_010    647   73000.000  Yes  Yes   Yes        White/Caucasian
2669 550783_010   1014   21000.000   No   No    No Black/African American
2670 556435_010    610  210364.000   No   No   Yes                   <NA>
2671 550238_010    773   11080.000   No   No    No Black/African American
2672 556710_010    607   49800.000   No   No   Yes                   <NA>
2673 558951_020    654   91500.000   No  Yes    No        White/Caucasian
2674 555915_020    651   74563.499   No   No   Yes        White/Caucasian
2675 550904_020    565  430400.000   No   No   Yes Black/African American
2676 558001_010    647   54240.000   No   No   Yes                  Other
2677 557326_010    857   15600.000   No  Yes    No Black/African American
2678 554601_010    620   50000.000   No   No   Yes        White/Caucasian
2679 550560_020    797  108040.000   No   No   Yes Black/African American
2680 555217_010    647   14200.000   No   No   Yes        White/Caucasian
2681 555706_020    653  130252.000   No   No   Yes Black/African American
2682 557433_010    783   20000.000  Yes   No    No Black/African American
2683 554604_010    622   21390.000   No   No   Yes                   <NA>
2684 551557_010    643   25600.000   No   No   Yes Black/African American
2685 552156_020    753   26972.000   No   No   Yes Black/African American
2686 558155_010    705   16392.679   No   No    No Black/African American
2687 553275_010    661   38135.548   No   No   Yes                   <NA>
2688 555463_020   1005   12642.000  Yes   No    No        White/Caucasian
2689 551223_010    636   16988.000   No   No   Yes                   <NA>
2690 554752_020    645  285000.000   No   No    No        White/Caucasian
2691 558158_010    686   50000.000   No   No   Yes Black/African American
2692 559766_010    815   45455.000  Yes   No    No        White/Caucasian
2693 556936_010    747  100480.000  Yes   No    No Black/African American
2694 552188_010    644  166711.764   No   No   Yes Black/African American
2695 557011_010    992   46020.000   No   No   Yes Black/African American
2696 555439_020    556  160408.000   No   No   Yes                   <NA>
2697 552567_010    698  124800.000   No   No   Yes        White/Caucasian
2698 559893_010    749    1320.000  Yes   No    No                  Other
2699 556710_010    609   50000.000   No   No   Yes                   <NA>
2700 559404_010    865   34673.749   No   No   Yes Black/African American
2701 552777_010    917   33000.000  Yes   No    No Black/African American
2702 555635_010    621   16800.000   No   No    No                   <NA>
2703 550315_010    625   56800.000   No   No   Yes        White/Caucasian
2704 551524_020    794   30552.000   No   No   Yes                   <NA>
2705 556758_010    646   40000.000   No   No   Yes        White/Caucasian
2706 558271_020    644  139712.180   No   No   Yes        White/Caucasian
2707 555103_010    649   29073.827  Yes   No   Yes        White/Caucasian
2708 556341_010    738       0.000   No   No   Yes Black/African American
2709 550410_010    608  100130.000   No   No    No                   <NA>
2710 552816_010    812       0.000  Yes   No   Yes        White/Caucasian
2711 555198_010    542  175012.000   No   No   Yes                   <NA>
2712 558739_020    629  233054.000   No   No   Yes                  Other
2713 557003_010    675    6140.000   No   No   Yes Black/African American
2714 554152_020    684  334248.000   No   No   Yes        White/Caucasian
2715 558911_020    609   52012.000   No   No   Yes        White/Caucasian
2716 557855_010    714   32580.000  Yes   No   Yes Black/African American
2717 555262_020    657  254000.000   No   No   Yes        White/Caucasian
2718 551116_020    382   69278.635   No   No   Yes                   <NA>
2719 556018_010    635   55000.000   No   No   Yes        White/Caucasian
2720 556418_010    617  202312.000   No   No   Yes        White/Caucasian
2721 559487_010    866   36795.000   No   No    No        White/Caucasian
2722 559353_010    617   38608.344   No   No    No        White/Caucasian
2723 551991_020    605   33000.000   No   No    No Black/African American
2724 553775_020    545  101338.000  Yes   No   Yes                  Other
2725 558095_010    656   12108.000   No   No   Yes                   <NA>
2726 550385_010    781   28264.000   No   No    No                  Other
2727 557413_010    617 1800012.000   No   No   Yes Black/African American
2728 558095_010    656   12000.000   No   No   Yes                   <NA>
        sex
1    Female
2    Female
3      Male
4      Male
5      Male
6    Female
7      Male
8      Male
9      Male
10     Male
11   Female
12   Female
13     Male
14     Male
15     Male
16     Male
17     Male
18     Male
19   Female
20   Female
21     Male
22   Female
23   Female
24   Female
25   Female
26     Male
27   Female
28   Female
29     Male
30   Female
31     Male
32     Male
33     Male
34   Female
35   Female
36     Male
37   Female
38   Female
39   Female
40   Female
41   Female
42   Female
43   Female
44   Female
45   Female
46   Female
47     Male
48   Female
49   Female
50   Female
51     Male
52   Female
53   Female
54     Male
55   Female
56   Female
57   Female
58   Female
59   Female
60     Male
61   Female
62   Female
63   Female
64     Male
65   Female
66   Female
67     Male
68   Female
69   Female
70     Male
71   Female
72     Male
73   Female
74   Female
75     Male
76   Female
77   Female
78   Female
79   Female
80   Female
81   Female
82   Female
83   Female
84   Female
85   Female
86   Female
87   Female
88   Female
89   Female
90     Male
91   Female
92   Female
93     Male
94     Male
95   Female
96   Female
97   Female
98   Female
99     Male
100  Female
101  Female
102  Female
103  Female
104  Female
105    Male
106  Female
107  Female
108  Female
109    Male
110  Female
111  Female
112    Male
113  Female
114  Female
115  Female
116  Female
117    Male
118  Female
119    Male
120    Male
121  Female
122    Male
123  Female
124  Female
125  Female
126  Female
127    Male
128  Female
129    Male
130  Female
131  Female
132  Female
133  Female
134    Male
135  Female
136  Female
137    Male
138    Male
139  Female
140  Female
141  Female
142  Female
143    Male
144    Male
145  Female
146    Male
147  Female
148  Female
149    Male
150    Male
151  Female
152    Male
153  Female
154  Female
155  Female
156    Male
157    Male
158  Female
159  Female
160  Female
161    Male
162  Female
163    Male
164    Male
165  Female
166    Male
167    Male
168    Male
169    Male
170    Male
171    Male
172  Female
173  Female
174  Female
175    Male
176  Female
177  Female
178  Female
179  Female
180    Male
181  Female
182  Female
183  Female
184  Female
185  Female
186  Female
187    Male
188    Male
189  Female
190    Male
191  Female
192  Female
193  Female
194  Female
195  Female
196  Female
197    Male
198  Female
199  Female
200  Female
201    Male
202  Female
203    Male
204  Female
205    Male
206  Female
207  Female
208    Male
209    Male
210  Female
211    Male
212  Female
213  Female
214  Female
215    Male
216  Female
217  Female
218  Female
219    Male
220  Female
221  Female
222  Female
223    Male
224    Male
225    Male
226    Male
227  Female
228  Female
229    Male
230  Female
231  Female
232  Female
233  Female
234  Female
235  Female
236  Female
237  Female
238    Male
239  Female
240    Male
241    Male
242    Male
243  Female
244  Female
245    Male
246    Male
247  Female
248  Female
249    Male
250  Female
251  Female
252  Female
253    Male
254    Male
255    Male
256    Male
257    Male
258  Female
259  Female
260    Male
261  Female
262    Male
263    Male
264  Female
265  Female
266  Female
267    Male
268  Female
269  Female
270    Male
271  Female
272  Female
273  Female
274  Female
275    Male
276  Female
277    Male
278  Female
279  Female
280    Male
281  Female
282    Male
283  Female
284    Male
285  Female
286    Male
287  Female
288  Female
289  Female
290  Female
291  Female
292  Female
293  Female
294    Male
295  Female
296    Male
297    Male
298    Male
299    Male
300  Female
301  Female
302  Female
303  Female
304  Female
305    Male
306  Female
307    Male
308  Female
309  Female
310    Male
311  Female
312    Male
313  Female
314    Male
315    Male
316    Male
317  Female
318  Female
319  Female
320    Male
321    Male
322  Female
323    Male
324    Male
325  Female
326    Male
327  Female
328  Female
329    Male
330  Female
331  Female
332  Female
333  Female
334  Female
335    Male
336    Male
337  Female
338  Female
339    Male
340  Female
341  Female
342    Male
343  Female
344  Female
345  Female
346  Female
347    Male
348    Male
349  Female
350    Male
351  Female
352    Male
353  Female
354    Male
355  Female
356  Female
357  Female
358    Male
359    Male
360    Male
361  Female
362    Male
363  Female
364    Male
365  Female
366  Female
367  Female
368    Male
369  Female
370    Male
371    Male
372  Female
373  Female
374    Male
375  Female
376    Male
377    Male
378    Male
379  Female
380  Female
381  Female
382  Female
383  Female
384    Male
385    Male
386  Female
387    Male
388  Female
389  Female
390    Male
391  Female
392  Female
393  Female
394  Female
395  Female
396    Male
397    Male
398  Female
399  Female
400    Male
401  Female
402  Female
403  Female
404  Female
405    Male
406    Male
407  Female
408  Female
409    Male
410  Female
411  Female
412  Female
413    Male
414  Female
415    Male
416    Male
417  Female
418  Female
419  Female
420  Female
421  Female
422  Female
423    Male
424  Female
425    Male
426    Male
427  Female
428  Female
429  Female
430  Female
431    Male
432  Female
433  Female
434  Female
435  Female
436  Female
437  Female
438    Male
439  Female
440  Female
441  Female
442  Female
443  Female
444    Male
445    Male
446  Female
447  Female
448  Female
449  Female
450    Male
451    Male
452  Female
453  Female
454    Male
455  Female
456  Female
457    Male
458  Female
459    Male
460  Female
461  Female
462  Female
463  Female
464  Female
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2011 Female
2012   Male
2013   Male
2014 Female
2015 Female
2016   Male
2017 Female
2018   Male
2019   Male
2020   Male
2021   Male
2022   Male
2023 Female
2024 Female
2025   Male
2026   Male
2027   Male
2028   Male
2029 Female
2030 Female
2031   Male
2032   Male
2033 Female
2034 Female
2035 Female
2036 Female
2037   Male
2038   Male
2039 Female
2040 Female
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2042   Male
2043 Female
2044   Male
2045   Male
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2047 Female
2048   Male
2049 Female
2050 Female
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2054 Female
2055 Female
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2057 Female
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2068   Male
2069 Female
2070 Female
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2073 Female
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2091   Male
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2100 Female
2101 Female
2102 Female
2103 Female
2104 Female
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2106 Female
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2108 Female
2109 Female
2110   Male
2111 Female
2112 Female
2113   Male
2114 Female
2115   Male
2116 Female
2117 Female
2118 Female
2119 Female
2120 Female
2121 Female
2122   Male
2123 Female
2124   Male
2125 Female
2126   Male
2127 Female
2128 Female
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2130   Male
2131   Male
2132 Female
2133   Male
2134   Male
2135 Female
2136 Female
2137 Female
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2139   Male
2140 Female
2141 Female
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2156 Female
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2163 Female
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2167 Female
2168 Female
2169 Female
2170   Male
2171 Female
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2173   Male
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2178 Female
2179 Female
2180   Male
2181 Female
2182 Female
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2185 Female
2186   Male
2187   Male
2188   Male
2189   Male
2190 Female
2191 Female
2192 Female
2193 Female
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2195 Female
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2199 Female
2200 Female
2201   Male
2202   Male
2203   Male
2204   Male
2205 Female
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2208   Male
2209   Male
2210 Female
2211 Female
2212 Female
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2214   Male
2215   Male
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2321 Female
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2326   Male
2327   Male
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2329 Female
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2331 Female
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2338 Female
2339 Female
2340 Female
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2342   Male
2343   Male
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2371 Female
2372 Female
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2386 Female
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2388 Female
2389   Male
2390   Male
2391 Female
2392 Female
2393   Male
2394 Female
2395 Female
2396 Female
2397 Female
2398   Male
2399 Female
2400   Male
2401   Male
2402   Male
2403 Female
2404   Male
2405 Female
2406 Female
2407   Male
2408 Female
2409 Female
2410 Female
2411 Female
2412   Male
2413   Male
2414   Male
2415   Male
2416 Female
2417   Male
2418 Female
2419 Female
2420 Female
2421 Female
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2423   Male
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2425   Male
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2435   Male
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2470 Female
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2472 Female
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2477 Female
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2480   Male
2481 Female
2482   Male
2483 Female
2484   Male
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2486 Female
2487 Female
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2492 Female
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2500   Male
2501 Female
2502   Male
2503 Female
2504 Female
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2507   Male
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2509   Male
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2511 Female
2512 Female
2513 Female
2514 Female
2515 Female
2516 Female
2517 Female
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2519 Female
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2522   Male
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2525 Female
2526   Male
2527   Male
2528 Female
2529   Male
2530 Female
2531 Female
2532 Female
2533 Female
2534 Female
2535 Female
2536 Female
2537 Female
2538   Male
2539   Male
2540   Male
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2543 Female
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2545   Male
2546 Female
2547 Female
2548   Male
2549   Male
2550   Male
2551   Male
2552 Female
2553 Female
2554   Male
2555   Male
2556 Female
2557 Female
2558   Male
2559 Female
2560   Male
2561 Female
2562   Male
2563   Male
2564 Female
2565   Male
2566   Male
2567 Female
2568 Female
2569   Male
2570 Female
2571 Female
2572   Male
2573 Female
2574   Male
2575   Male
2576 Female
2577 Female
2578 Female
2579 Female
2580   Male
2581 Female
2582 Female
2583   Male
2584 Female
2585   Male
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2587   Male
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2590 Female
2591 Female
2592 Female
2593 Female
2594   Male
2595   Male
2596   Male
2597 Female
2598 Female
2599   Male
2600 Female
2601   Male
2602   Male
2603 Female
2604   Male
2605 Female
2606 Female
2607 Female
2608 Female
2609 Female
2610 Female
2611   Male
2612 Female
2613 Female
2614 Female
2615 Female
2616   Male
2617   Male
2618   Male
2619 Female
2620 Female
2621 Female
2622   Male
2623   Male
2624   Male
2625   Male
2626   Male
2627   Male
2628 Female
2629   Male
2630   Male
2631 Female
2632 Female
2633 Female
2634   Male
2635   Male
2636 Female
2637 Female
2638   Male
2639   Male
2640   Male
2641 Female
2642   Male
2643   Male
2644   Male
2645 Female
2646 Female
2647 Female
2648 Female
2649   Male
2650   Male
2651   Male
2652   Male
2653 Female
2654   Male
2655   Male
2656   Male
2657 Female
2658 Female
2659 Female
2660 Female
2661   Male
2662 Female
2663   Male
2664   Male
2665 Female
2666 Female
2667   Male
2668   Male
2669 Female
2670 Female
2671 Female
2672 Female
2673 Female
2674 Female
2675 Female
2676   Male
2677 Female
2678 Female
2679 Female
2680   Male
2681 Female
2682   Male
2683   Male
2684 Female
2685 Female
2686   Male
2687 Female
2688 Female
2689   Male
2690   Male
2691   Male
2692 Female
2693 Female
2694 Female
2695 Female
2696 Female
2697 Female
2698   Male
2699 Female
2700   Male
2701   Male
2702 Female
2703   Male
2704   Male
2705   Male
2706 Female
2707   Male
2708 Female
2709   Male
2710 Female
2711 Female
2712 Female
2713 Female
2714   Male
2715   Male
2716   Male
2717   Male
2718 Female
2719 Female
2720 Female
2721   Male
2722 Female
2723 Female
2724 Female
2725 Female
2726 Female
2727   Male
2728 Female

Dataset with lung and sex relocated to the front:

hrs_02_reloc
     lung    sex         id age_mo      income diab drink
1      No Female 552754_010    665   35000.000   No    No
2      No Female 555339_020    676       0.000   No   Yes
3      No   Male 559734_010    663  108400.000   No   Yes
4      No   Male 558143_020    600  526192.000   No   Yes
5      No   Male 554789_020    860  148320.000  Yes   Yes
6     Yes Female 551018_010    632   28266.534  Yes   Yes
7      No   Male 550516_010    749   13236.192   No   Yes
8      No   Male 559093_010    621   50761.000   No   Yes
9      No   Male 556288_020    845  303916.197   No   Yes
10     No   Male 550790_010    679  418024.000   No   Yes
11     No Female 555294_010    641   22000.000   No    No
12     No Female 559170_010    649   10000.000   No    No
13    Yes   Male 551238_010    646   73000.000   No   Yes
14     No   Male 554874_010    721   29000.000  Yes    No
15     No   Male 551179_010    691  250800.000   No   Yes
16     No   Male 551108_020    622  119000.000   No    No
17     No   Male 555511_010    605   39132.000   No   Yes
18     No   Male 556018_020    638   55000.000   No   Yes
19     No Female 555578_020    665   13824.000   No   Yes
20     No Female 559002_010    648   98120.000   No   Yes
21     No   Male 557423_010    677  190606.151  Yes   Yes
22     No Female 558441_010    641  299440.000   No   Yes
23     No Female 553087_020    800  178000.000  Yes    No
24     No Female 550622_010    640   30000.000  Yes   Yes
25     No Female 552725_010   1081   84600.000   No   Yes
26     No   Male 553480_010    653   22908.000  Yes   Yes
27     No Female 553443_020    746   50000.000  Yes   Yes
28     No Female 554670_020    911   27140.000   No   Yes
29     No   Male 551973_010    683   43200.000  Yes   Yes
30     No Female 559990_010    652   50000.000   No   Yes
31     No   Male 557680_020    812   46000.000   No   Yes
32     No   Male 556364_010    951    6192.000  Yes    No
33    Yes   Male 552323_010    862   16440.000  Yes   Yes
34     No Female 554006_010    895   26320.000  Yes    No
35     No Female 551054_010    685   29073.827   No   Yes
36     No   Male 557601_010   1100   24216.000   No    No
37     No Female 557595_020    759   30552.000   No   Yes
38     No Female 556536_010    641   14364.000  Yes    No
39     No Female 558004_010    637  102000.000   No   Yes
40     No Female 556675_020    571  115000.000   No   Yes
41     No Female 556381_010    651  178000.000   No   Yes
42     No Female 553553_010    639    1512.000   No   Yes
43     No Female 553780_020    674  389080.000   No   Yes
44     No Female 555022_010    625   31800.000  Yes   Yes
45     No Female 555463_010   1020   12660.000  Yes    No
46     No Female 559646_010    646   23200.000   No    No
47    Yes   Male 559601_010    639   12660.000  Yes    No
48     No Female 551767_010    643   37700.000  Yes    No
49     No Female 553534_010    651  104900.000   No   Yes
50     No Female 555324_010    656   41688.000   No    No
51     No   Male 554129_020   1135   96200.000   No   Yes
52    Yes Female 557351_020    834  107054.866   No    No
53    Yes Female 556900_010    630  102000.000   No   Yes
54     No   Male 554807_010    816    8400.000   No   Yes
55     No Female 551191_010    992   18030.697  Yes    No
56    Yes Female 559148_010    729    9000.000  Yes   Yes
57     No Female 557048_020    586  131020.000   No    No
58     No Female 552306_020    609  187690.000   No   Yes
59     No Female 552766_010    895   17664.000   No   Yes
60     No   Male 559300_010    680  353005.511   No   Yes
61     No Female 556979_010    644   26792.000   No   Yes
62     No Female 559820_010    635  175536.000   No   Yes
63     No Female 554387_020    604  218690.633   No   Yes
64     No   Male 558974_010    669   94051.000   No   Yes
65     No Female 556223_010    709  137000.000   No   Yes
66     No Female 555951_010    823   53005.000  Yes    No
67     No   Male 559375_010    645  152000.000   No   Yes
68     No Female 551604_020    899   60924.000   No    No
69     No Female 557139_010    857   10197.776  Yes   Yes
70    Yes   Male 555071_020    579  124800.000   No   Yes
71     No Female 553738_010    918   22763.401   No    No
72     No   Male 558128_010    619  237000.000   No   Yes
73    Yes Female 557411_020    613   32640.000  Yes   Yes
74     No Female 557646_010    681   46020.000   No   Yes
75     No   Male 554690_020    597  120001.000   No   Yes
76     No Female 552939_010    662  109120.000   No   Yes
77     No Female 558663_010    680   60200.000  Yes   Yes
78     No Female 553817_010    681   43003.000  Yes    No
79     No Female 553508_010    656    1681.298   No    No
80     No Female 559346_010    892   84124.000  Yes   Yes
81     No Female 553847_010    633   10800.000  Yes    No
82     No Female 558935_010    796    8319.000   No   Yes
83     No Female 551604_020    916   61205.000   No    No
84     No Female 558588_010    747   25274.273  Yes    No
85     No Female 559292_010    681       0.000   No   Yes
86     No Female 559479_010    637   60000.000   No    No
87     No Female 551179_020    689  250000.000   No   Yes
88     No Female 558926_020    675  121000.000  Yes    No
89     No Female 556712_010    703   91500.000  Yes    No
90    Yes   Male 557375_010    623     500.000  Yes   Yes
91     No Female 554075_010    780     203.000   No    No
92     No Female 553124_020    580   90000.000   No   Yes
93     No   Male 554850_010    677   14400.000   No   Yes
94     No   Male 554481_010    766   55212.000   No    No
95     No Female 556291_010    698   80000.000   No    No
96    Yes Female 559660_010    753    8400.000   No    No
97     No Female 552314_010    774   70000.000   No   Yes
98    Yes Female 556207_010    926       0.000   No   Yes
99     No   Male 551914_010    634   82000.000   No   Yes
100   Yes Female 552482_010    817   51000.000   No   Yes
101    No Female 556712_010    703   91500.000  Yes    No
102    No Female 551116_020    432   68403.000   No   Yes
103    No Female 559170_010    649   10000.000   No    No
104    No Female 554479_010    669   15254.301   No    No
105    No   Male 554818_010    718   76033.000   No   Yes
106    No Female 554186_010    650   18400.000   No   Yes
107    No Female 551833_010    637   84000.000   No   Yes
108    No Female 559523_010    831   46020.000   No    No
109    No   Male 555215_020    617       0.000   No   Yes
110   Yes Female 553211_010    883   21000.000   No    No
111    No Female 550500_010   1086   18800.000   No    No
112    No   Male 554341_010    620   69876.368   No   Yes
113    No Female 550964_010    641  630680.000   No   Yes
114    No Female 550920_020    665   16320.000   No   Yes
115    No Female 554344_020    804   58469.605  Yes    No
116   Yes Female 557446_010    663   65000.000   No    No
117    No   Male 558646_010    772   20000.000   No   Yes
118    No Female 550651_010    955   55000.000  Yes   Yes
119    No   Male 554591_020    586  126600.000   No   Yes
120    No   Male 556766_010    605   60000.000   No   Yes
121    No Female 553087_020    813  178528.000  Yes    No
122    No   Male 555788_010    805   87000.000   No    No
123    No Female 555460_010    640   22534.000   No   Yes
124    No Female 552761_020    726   18895.000   No    No
125    No Female 559996_010    757   32580.000  Yes   Yes
126    No Female 555467_010    626  140000.000   No   Yes
127    No   Male 551602_010    857       0.000   No   Yes
128    No Female 551597_020    634   26000.000   No    No
129    No   Male 556646_010    830  253820.000   No   Yes
130    No Female 559573_010    784    2149.000  Yes   Yes
131    No Female 558651_010    644   48000.000   No   Yes
132    No Female 555495_010    687   19500.000   No   Yes
133    No Female 552423_020    680       0.000   No    No
134    No   Male 550164_020    838  486747.804   No   Yes
135    No Female 554494_010    649  139200.000   No   Yes
136    No Female 551026_010    939   15500.000   No   Yes
137    No   Male 554561_010    659   70000.000  Yes   Yes
138    No   Male 552780_010    879   98137.254   No   Yes
139    No Female 557152_020    631   83003.000   No    No
140    No Female 556050_020    652  238400.000   No   Yes
141    No Female 550345_010    865       0.000  Yes   Yes
142    No Female 557516_010   1163    8662.000   No    No
143    No   Male 554228_020    837   17412.000  Yes   Yes
144    No   Male 554680_010    786    3000.000   No   Yes
145   Yes Female 556870_010    815   28800.000   No   Yes
146    No   Male 553826_020    753  174066.434   No   Yes
147    No Female 552941_010    633    3600.000   No    No
148    No Female 553316_010    673   25764.286   No    No
149    No   Male 550931_010    653   31850.000   No   Yes
150    No   Male 551334_010    803   94416.000   No   Yes
151    No Female 556712_010    698   91000.000  Yes    No
152    No   Male 557413_010    617  990200.000   No   Yes
153   Yes Female 556668_010   1013   23780.000   No    No
154    No Female 555959_010    623   76000.000   No   Yes
155    No Female 553031_010    641  145000.000  Yes   Yes
156    No   Male 553970_010    663   75080.000  Yes   Yes
157    No   Male 550240_010    886   47520.000   No   Yes
158    No Female 558629_010    828  385000.000   No    No
159    No Female 558694_010    644  353005.511   No   Yes
160    No Female 554764_010    701  100480.000  Yes   Yes
161    No   Male 559227_010    642  102680.000   No   Yes
162    No Female 556732_010    774   48012.000   No   Yes
163    No   Male 555209_010    630  365005.000   No   Yes
164    No   Male 551412_010    682   72600.000   No   Yes
165    No Female 550859_010    673   54512.000  Yes   Yes
166    No   Male 559867_010    803  308584.288   No   Yes
167    No   Male 555053_010   1022   25274.273   No   Yes
168    No   Male 553757_010    635  265075.000   No   Yes
169    No   Male 553881_010    713   58469.605   No   Yes
170    No   Male 555886_020    706   88690.000   No   Yes
171    No   Male 550201_020    490  281000.000   No   Yes
172    No Female 558175_010    631  526192.000   No   Yes
173    No Female 553067_010    643  185000.000   No   Yes
174    No Female 554832_020    737   13200.000  Yes    No
175    No   Male 556394_020    821   31000.000   No   Yes
176    No Female 551944_020    630  134600.000   No   Yes
177    No Female 553435_010    915   27450.000   No   Yes
178    No Female 558774_020    681   40000.000  Yes   Yes
179    No Female 551225_010    662   33603.498  Yes    No
180    No   Male 550569_020    637  319200.000   No   Yes
181    No Female 552034_010    834   27376.000   No    No
182   Yes Female 551143_020    607   27600.000   No   Yes
183    No Female 559902_010    868   26008.000  Yes    No
184    No Female 558360_010    771   10800.000   No    No
185    No Female 556334_010    874   32580.000  Yes   Yes
186    No Female 559885_010    629  101400.000   No   Yes
187    No   Male 551845_020    896   39154.111   No   Yes
188    No   Male 555737_020    497   95824.000   No   Yes
189    No Female 556499_010    754   53400.000   No   Yes
190    No   Male 557180_010    677  277412.000   No   Yes
191    No Female 556779_020    613  121060.000   No   Yes
192    No Female 555445_020    914   67000.000  Yes    No
193    No Female 552567_010    701  125000.000   No   Yes
194    No Female 556143_010    706   33000.000   No    No
195    No Female 556868_010    988    2544.000  Yes   Yes
196   Yes Female 552892_020    746   92000.000   No   Yes
197    No   Male 554425_010    839   22636.000  Yes    No
198    No Female 558831_010    636   15324.000   No   Yes
199    No Female 558532_010    613   60200.000   No   Yes
200    No Female 552025_020    497  117000.000   No   Yes
201    No   Male 555805_010    675  244738.170   No   Yes
202    No Female 550696_010    841   16800.000   No    No
203    No   Male 552828_010    637  301201.732   No   Yes
204    No Female 555221_010    718   26100.000  Yes    No
205    No   Male 554911_010    891   68403.000   No   Yes
206    No Female 555918_010    626   23286.000  Yes    No
207    No Female 556114_010    633  240591.268   No    No
208    No   Male 553646_020    619  223349.581   No   Yes
209    No   Male 559843_010    709   68320.000   No    No
210    No Female 556291_010    699   80000.000   No    No
211    No   Male 558974_010    669   94204.000   No   Yes
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213    No Female 551759_020    579  134188.000   No   Yes
214    No Female 553273_010    660   55400.000  Yes   Yes
215    No   Male 552279_010    832   23724.438   No   Yes
216    No Female 556859_010    647   57500.000   No   Yes
217    No Female 551238_020    635   73000.000   No   Yes
218    No Female 550753_020    651   52600.000   No    No
219    No   Male 551007_020    801   32140.949  Yes   Yes
220    No Female 559287_010    841   96351.675   No   Yes
221    No Female 551073_010    649    3604.000   No   Yes
222    No Female 556390_010    632   12000.000   No   Yes
223    No   Male 556734_010    664  157820.000   No   Yes
224    No   Male 556989_010    935   17457.000   No    No
225    No   Male 559963_010    657  125000.000  Yes   Yes
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227    No Female 558355_010    832    7740.000   No    No
228   Yes Female 553341_010    616   24400.000   No   Yes
229    No   Male 555375_010    714   40100.000   No   Yes
230    No Female 559806_010    783   55000.000   No    No
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232    No Female 555041_020    912   48200.000  Yes    No
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234    No Female 558039_010    758    3000.000  Yes   Yes
235    No Female 553564_020    545   35000.000  Yes    No
236    No Female 550347_020    635  208000.000   No   Yes
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238    No   Male 553294_010    643   55000.000   No   Yes
239    No Female 551468_010    623   99000.000  Yes   Yes
240    No   Male 556836_010    628   99472.590  Yes    No
241    No   Male 550962_020    629   47000.000  Yes   Yes
242    No   Male 558741_010    939   14688.000  Yes   Yes
243    No Female 552681_020    613   51000.000   No    No
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245   Yes   Male 558174_010    954  143000.000   No    No
246   Yes   Male 552323_020    819   16608.000  Yes   Yes
247    No Female 558403_020    586  128000.000   No   Yes
248    No Female 559470_010    797   17388.000   No   Yes
249    No   Male 551944_010    614  135024.000   No   Yes
250    No Female 557383_010    802   15324.000  Yes   Yes
251    No Female 556475_010    859   65592.000   No   Yes
252    No Female 557125_010    698   40000.000  Yes   Yes
253    No   Male 556224_010    813   90000.000   No   Yes
254    No   Male 550119_020    968   33972.000   No   Yes
255    No   Male 550462_010    673   10000.000   No   Yes
256    No   Male 555545_010    721    3600.000   No   Yes
257    No   Male 550437_010    774   46800.000   No   Yes
258    No Female 556732_010    774   47960.000   No   Yes
259    No Female 552479_020    486  200020.000   No   Yes
260    No   Male 553055_010    752   41208.000  Yes   Yes
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262    No   Male 553768_010    947   12420.000  Yes   Yes
263    No   Male 558133_010    677  135024.000  Yes   Yes
264    No Female 550543_010    634  161000.000  Yes   Yes
265   Yes Female 557225_010    618   15500.000  Yes    No
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268    No Female 558391_020    644   50000.000  Yes    No
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270    No   Male 550186_010    634  276570.000   No   Yes
271    No Female 555473_010    768    3600.000   No   Yes
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273    No Female 552554_010    617  215008.000  Yes   Yes
274    No Female 556558_010    647   82000.000   No   Yes
275    No   Male 557423_010    677  191000.000  Yes   Yes
276    No Female 555085_020    681       0.000   No    No
277    No   Male 551878_020    601   44400.000  Yes    No
278    No Female 554913_010    612   45060.000   No   Yes
279    No Female 553280_020    481   50000.000   No    No
280    No   Male 556531_010    706   40498.000  Yes   Yes
281    No Female 551557_010    641   25722.251   No   Yes
282    No   Male 556944_010    713   91000.000   No   Yes
283   Yes Female 554704_020    629  172000.000   No   Yes
284    No   Male 556635_010    818   20400.000  Yes   Yes
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286    No   Male 552494_010    682  280020.000   No   Yes
287    No Female 552819_020    673  276400.000   No   Yes
288    No Female 551892_010    626   74563.499   No   Yes
289    No Female 558281_010   1063   21390.000  Yes    No
290   Yes Female 557269_010    705   75500.000   No   Yes
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292    No Female 554098_010    677    8000.000   No   Yes
293    No Female 554674_010    650   78070.000   No   Yes
294    No   Male 559603_020    814  105036.000   No   Yes
295    No Female 554203_020    667  190000.000   No   Yes
296    No   Male 557358_010    720   22110.000  Yes   Yes
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299    No   Male 559704_010    731   25000.000   No    No
300    No Female 554370_010    877   62000.000  Yes   Yes
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303    No Female 551505_010    897    9779.466   No    No
304    No Female 552298_010    800  276570.000  Yes   Yes
305    No   Male 554365_020    714     300.000  Yes   Yes
306    No Female 555115_010    869   45240.000   No    No
307    No   Male 554172_010    735   31200.000   No   Yes
308    No Female 557061_010    644   21000.000   No   Yes
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310    No   Male 551547_010    824   65600.000   No   Yes
311    No Female 551553_020    803   47252.000   No    No
312    No   Male 559839_010    638  369257.048   No    No
313   Yes Female 556266_010    685   12782.635  Yes    No
314    No   Male 559734_020    602  109000.000   No   Yes
315    No   Male 559487_010    867   36600.000   No    No
316    No   Male 555922_010    899   21500.000  Yes   Yes
317    No Female 559767_010    922   12000.000   No    No
318    No Female 558560_010    618  100000.000   No    No
319    No Female 555064_020    611   32140.949  Yes    No
320    No   Male 550233_020    778   25260.000  Yes   Yes
321    No   Male 555375_010    714   40010.000   No   Yes
322    No Female 552986_010   1086   24288.000   No   Yes
323    No   Male 557977_010    694   25000.000   No   Yes
324    No   Male 553646_020    617  223349.581   No   Yes
325    No Female 558849_020    556  115000.000   No    No
326    No   Male 552110_010    639   19200.000  Yes    No
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328    No Female 555872_010    677   70000.000   No   Yes
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331    No Female 558748_010    636   33450.000  Yes   Yes
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333    No Female 552320_010    758   12960.000   No    No
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335    No   Male 552159_010    685  130005.000   No   Yes
336    No   Male 550516_010    750   13200.000   No   Yes
337    No Female 555239_010   1100   15600.000  Yes    No
338    No Female 556936_020    627  100480.000   No    No
339    No   Male 557667_010    654    6500.589  Yes   Yes
340    No Female 555041_020    932   49000.000  Yes    No
341    No Female 558184_020    656   30332.902   No   Yes
342    No   Male 550513_010    971   94400.000   No   Yes
343    No Female 557795_010    994   16000.000   No    No
344    No Female 555301_010    636  172012.000   No   Yes
345    No Female 554377_010    679   40400.000  Yes   Yes
346    No Female 557337_020    576   44000.000  Yes   Yes
347    No   Male 553715_020    690    2136.000  Yes   Yes
348    No   Male 554345_010    605  177200.000   No   Yes
349    No Female 554076_010    637   83000.000   No   Yes
350    No   Male 557914_010    646   14616.000  Yes   Yes
351    No Female 551414_020    740       0.000   No    No
352    No   Male 552490_010    862    5484.000   No    No
353    No Female 550581_020    749   22507.295  Yes   Yes
354    No   Male 555332_010    660  107000.000   No   Yes
355    No Female 559484_020    641  126000.000   No   Yes
356    No Female 555129_020    637  216000.000   No   Yes
357    No Female 550822_020    659   71240.000  Yes    No
358    No   Male 554628_010    647   14200.000   No    No
359    No   Male 553055_010    747   40800.000  Yes   Yes
360    No   Male 558837_010    807      36.000   No   Yes
361    No Female 555146_010    618  124000.000   No   Yes
362    No   Male 557244_010    692  130000.000   No    No
363    No Female 554443_010    773   30671.980  Yes   Yes
364    No   Male 559342_020    727   21390.000  Yes   Yes
365    No Female 552498_010    809       0.000   No    No
366    No Female 558638_010    851   13332.000   No    No
367    No Female 554864_020    634  145000.000   No   Yes
368    No   Male 559867_010    803  303916.197   No   Yes
369    No Female 553060_020    628  117000.000   No   Yes
370    No   Male 550147_010    714   30000.000   No    No
371    No   Male 558290_010    642  349000.000   No   Yes
372    No Female 554486_010    831   50400.000  Yes    No
373    No Female 554301_010    618  109200.000   No   Yes
374    No   Male 556233_010    642  164000.000   No   Yes
375    No Female 551299_010    712    1200.000   No    No
376    No   Male 550186_010    634  277200.000   No   Yes
377    No   Male 555737_020    503   96000.000   No   Yes
378    No   Male 556734_010    664  157820.000   No   Yes
379    No Female 552079_010    618   70000.000   No    No
380    No Female 558252_010    619   13884.000  Yes   Yes
381    No Female 558917_010    626  158440.000  Yes    No
382    No Female 555848_010    772       0.000   No   Yes
383    No Female 558142_010   1093   13200.000  Yes   Yes
384    No   Male 550183_020    849   55000.000   No    No
385    No   Male 551723_020    797   27376.000  Yes    No
386    No Female 557456_020    727   25260.000   No    No
387    No   Male 558837_010    807       0.000   No   Yes
388    No Female 550832_020    638   68400.000   No   Yes
389    No Female 557383_010    796   15400.000  Yes   Yes
390    No   Male 557785_020    626  181200.000   No    No
391    No Female 559467_020    669  366280.000   No   Yes
392    No Female 552868_010    756   22846.000   No   Yes
393    No Female 558309_010    987   12408.000   No   Yes
394    No Female 559055_010    955   13488.000   No    No
395   Yes Female 556345_010    756   21432.000  Yes    No
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397    No   Male 554594_010    702    1000.000  Yes   Yes
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399    No Female 559170_010    650   10000.000   No    No
400    No   Male 551827_010    753   29760.000  Yes    No
401    No Female 550587_010    801   50000.000  Yes   Yes
402    No Female 552748_010    758   30436.000   No    No
403   Yes Female 551579_010    687   22110.000   No    No
404    No Female 556859_010    648   57000.000   No   Yes
405    No   Male 550698_010    791   46000.000  Yes   Yes
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407    No Female 557690_010    720   24720.000  Yes    No
408    No Female 559806_020    565   55000.000   No    No
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410   Yes Female 557269_010    706   75700.000   No   Yes
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412    No Female 550310_010    858   34196.000  Yes   Yes
413    No   Male 559839_010    638  380300.000   No    No
414    No Female 558844_020    513   41688.000   No   Yes
415    No   Male 552722_020    603   79000.000   No   Yes
416    No   Male 552418_010    797   80724.000   No    No
417    No Female 559213_010    757   50050.000   No    No
418    No Female 552949_010    646  134000.000   No    No
419    No Female 555073_020    676  209782.624  Yes   Yes
420    No Female 554432_020    855  109000.000   No   Yes
421    No Female 556384_010    792   10752.000  Yes   Yes
422    No Female 559190_020    653  145400.000   No   Yes
423    No   Male 557892_010    976   45240.000   No   Yes
424    No Female 558266_010    680   44929.000   No   Yes
425    No   Male 554994_020    662  132848.000   No   Yes
426    No   Male 554092_010    898   43896.000   No   Yes
427    No Female 551803_020    600  176000.000   No   Yes
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429    No Female 554252_020    588  101338.000   No   Yes
430    No Female 559949_010    760    6192.000  Yes   Yes
431    No   Male 554727_010   1045   80000.000   No    No
432    No Female 553651_010    925   12168.000   No   Yes
433    No Female 551046_010    942   16440.000  Yes   Yes
434   Yes Female 558664_010    692   67290.000  Yes   Yes
435    No Female 559244_010    664  172000.000   No   Yes
436    No Female 558281_010   1066   21800.000  Yes    No
437    No Female 551845_010    804   40000.000  Yes   Yes
438    No   Male 559586_010    664  130010.000   No   Yes
439    No Female 557470_020    665  237000.000   No   Yes
440    No Female 557595_020    758   30500.000   No   Yes
441    No Female 556413_020    670  155000.000   No   Yes
442    No Female 559506_010    665   95824.000  Yes   Yes
443    No Female 558613_010    653  100000.000   No   Yes
444   Yes   Male 555071_010    611  125000.000   No   Yes
445    No   Male 556073_010    780   11000.000  Yes    No
446   Yes Female 556870_010    815   28264.000   No   Yes
447    No Female 555767_010    687   30000.000   No    No
448    No Female 556793_010    647     500.000   No   Yes
449    No Female 551108_010    622  118800.000   No   Yes
450    No   Male 552989_020    599    1788.000   No   Yes
451    No   Male 553480_010    653   22800.000  Yes   Yes
452    No Female 551087_020    734    3372.000   No    No
453    No Female 557038_010    820  110564.000   No   Yes
454    No   Male 552192_010    679   15624.000   No   Yes
455    No Female 557031_010    627   79534.000   No   Yes
456    No Female 558099_010    817    9600.000   No   Yes
457    No   Male 550516_010    748   13236.192   No   Yes
458    No Female 551054_010    685   29100.000   No   Yes
459    No   Male 552544_010    677  198000.000   No   Yes
460    No Female 550753_020    641   52774.571   No    No
461    No Female 550832_020    638   69278.635   No   Yes
462    No Female 559342_020    837   21770.862   No   Yes
463    No Female 551069_010    899   23850.000  Yes   Yes
464    No Female 552103_010    647   11796.000   No    No
465    No Female 557104_010    736   67000.000  Yes    No
466    No Female 557967_010    658  267060.000   No   Yes
467    No Female 551762_020    523   80280.000   No   Yes
468    No Female 558246_010    666  147000.000   No   Yes
469    No   Male 559819_010    622    1200.000   No   Yes
470    No   Male 557025_010    745   91500.000   No   Yes
471    No Female 551179_020    689  250800.000   No   Yes
472    No   Male 550581_020    845   22564.000   No   Yes
473    No Female 557470_020    670  236000.000   No   Yes
474    No Female 557268_010    765   46344.000   No   Yes
475    No   Male 557889_010    747       0.000   No    No
476    No   Male 559587_020    992   49000.000   No   Yes
477    No Female 555085_020    681       0.000   No    No
478    No   Male 551121_010    767   39640.000  Yes   Yes
479    No   Male 556453_020    774   37860.000  Yes    No
480    No Female 556200_010    644  136817.000   No   Yes
481    No Female 556381_010    655  177000.000   No   Yes
482    No Female 555822_010    636   53005.000  Yes   Yes
483    No   Male 559983_020    762  349000.000  Yes   Yes
484    No   Male 555946_010    772       0.000   No    No
485    No   Male 555620_010    633  131080.000   No   Yes
486    No Female 550614_020    574  165520.000   No   Yes
487    No   Male 559659_010    767   65000.000   No   Yes
488    No   Male 558703_010    652   18002.000  Yes   Yes
489    No Female 559002_010    648   98400.000   No   Yes
490    No   Male 555176_010    787   78400.000   No   Yes
491    No   Male 559683_010    692   91300.000   No    No
492   Yes Female 553413_010    769   87000.000   No    No
493    No Female 559898_020    611  140000.000   No   Yes
494    No Female 556709_010    836   18720.000  Yes    No
495    No   Male 552741_010    667   45600.000  Yes   Yes
496    No   Male 551803_010    636  175536.000   No   Yes
497    No Female 559425_020    643   87706.076   No   Yes
498    No Female 557559_020    809  135000.000   No   Yes
499    No   Male 553267_010    851       0.000   No   Yes
500    No Female 556131_010    611   22000.000  Yes   Yes
501    No Female 555601_010    700   59040.000  Yes   Yes
502    No Female 553993_010    794   90000.000   No   Yes
503    No Female 559133_010    987   22800.000   No    No
504    No Female 554006_010    894   26792.000  Yes    No
505    No Female 550173_010    628  318283.858   No   Yes
506    No Female 550299_020    601   72600.000  Yes    No
507    No   Male 553413_020    771   87010.000  Yes   Yes
508    No Female 558096_010    951   10000.000  Yes   Yes
509    No   Male 556741_010    649   60924.000   No    No
510    No Female 552868_010    756   22908.000   No   Yes
511    No   Male 551222_010    641  135000.000   No   Yes
512    No   Male 559235_020    630   99200.000   No    No
513    No Female 559752_010    815   45455.000   No   Yes
514    No   Male 550962_020    625   47131.499  Yes   Yes
515    No Female 559785_020    684   75520.000   No   Yes
516    No Female 559523_010    830   46260.196   No    No
517    No Female 555314_010   1012   19200.000  Yes    No
518    No   Male 551827_010    753   29544.000  Yes    No
519    No   Male 559587_010    855   49100.000   No   Yes
520    No Female 557574_010    749   15000.000   No   Yes
521    No Female 559245_010    922   15500.000   No   Yes
522    No   Male 554911_010    891   68403.000   No   Yes
523    No Female 556712_010    702   91520.000  Yes    No
524    No Female 552363_020    591   76000.000   No   Yes
525    No Female 557322_010    800  119123.052   No    No
526    No   Male 555515_010    624   70512.000   No   Yes
527    No Female 554149_010    627   72000.000   No   Yes
528    No Female 555792_010    687  308584.288   No   Yes
529    No Female 550239_020    579    8940.000   No   Yes
530    No Female 556090_010    611   76464.000   No   Yes
531    No Female 554233_020    591  235960.000   No   Yes
532    No   Male 552590_010    749   19500.000   No   Yes
533    No Female 556311_010    903  162000.000   No    No
534    No Female 559494_020    457      60.000   No    No
535    No   Male 554471_020    578  123759.964   No   Yes
536    No Female 557263_020    558   64000.000   No    No
537    No   Male 558747_010    658   13032.000  Yes    No
538    No   Male 552346_010    608   75563.157   No    No
539    No   Male 552613_010    619   76000.000   No   Yes
540    No   Male 557371_010    819   42000.000   No    No
541    No Female 551944_020    630  135024.000   No   Yes
542    No Female 559341_010    668   20000.000   No   Yes
543    No   Male 553721_010    662   37978.774  Yes    No
544    No Female 558917_010    626  158000.000  Yes    No
545    No Female 554994_020    662  132036.000   No   Yes
546    No   Male 551098_010    650  285000.000   No    No
547    No Female 556249_020    607  675800.000   No   Yes
548    No   Male 553654_010    655  111000.000  Yes    No
549    No Female 552766_010    891   17520.000   No   Yes
550    No   Male 559734_020    602  109000.000   No    No
551    No Female 553393_010    630    6800.000   No    No
552    No   Male 551991_010    643   32520.000   No    No
553    No   Male 557093_010    740   79974.000  Yes   Yes
554    No Female 555249_010    636       0.000   No    No
555    No Female 556428_010    800   42000.000  Yes   Yes
556    No Female 553849_010    925   15920.000  Yes    No
557    No Female 552989_010    690    2000.000   No    No
558    No Female 552734_010    644   17424.000   No   Yes
559    No   Male 559587_010    855   48515.000   No   Yes
560    No Female 559843_020    679   68403.000   No    No
561    No   Male 551279_010    651     300.000   No   Yes
562    No   Male 551444_010    791   12012.000   No   Yes
563    No Female 554819_010    627  162000.000   No   Yes
564    No   Male 551372_010    677   17000.000   No   Yes
565    No Female 551548_010    733   24836.000  Yes   Yes
566    No Female 554003_010    685   16212.000  Yes   Yes
567    No Female 554852_010    607   21802.756   No    No
568    No   Male 555663_010    677   90000.000   No   Yes
569   Yes Female 551188_010    681   19920.000  Yes    No
570    No Female 558391_020    644   50212.000  Yes    No
571    No Female 559170_010    649   10000.000   No    No
572   Yes Female 553699_010    761   10968.000   No    No
573    No   Male 554655_010    642   14796.000  Yes   Yes
574    No Female 556018_010    635   55000.000   No   Yes
575    No   Male 559867_010    804  308000.000   No   Yes
576    No   Male 553237_010    678   14880.000  Yes   Yes
577    No   Male 558191_010    706  248463.477   No   Yes
578    No Female 550902_010    620   12000.000   No    No
579    No   Male 552777_010    922   32520.000  Yes    No
580    No Female 556394_020    715   31200.000   No    No
581    No Female 556499_010    754   53200.000   No   Yes
582    No Female 556865_010    635   70000.000   No   Yes
583    No   Male 550240_020    867   48000.000  Yes   Yes
584    No Female 559093_020    566   50712.948   No   Yes
585    No   Male 552741_010    674   45760.000  Yes   Yes
586    No   Male 557020_020    641  218690.633   No   Yes
587    No   Male 557856_010    743   11604.000   No    No
588   Yes Female 553341_010    616   24324.000   No   Yes
589    No   Male 551914_010    633   82000.000   No   Yes
590    No Female 557391_020    791   25092.000  Yes    No
591    No   Male 552423_020    666     203.000   No    No
592    No   Male 551305_010    648  200900.000   No   Yes
593    No Female 558293_010    635   82000.000   No   Yes
594    No   Male 550918_010    731   22416.000   No    No
595    No   Male 554146_010    747   44485.048   No   Yes
596    No   Male 550753_010    706   52600.000  Yes    No
597    No Female 552034_010    834   27000.000   No    No
598    No   Male 552418_010    797   80800.000   No    No
599    No Female 558138_020    556  132003.000   No   Yes
600    No Female 556381_010    655  177000.000   No   Yes
601    No Female 551156_020    544  196000.000   No    No
602    No   Male 551761_020    759   31000.000  Yes   Yes
603    No Female 554247_020    886   22004.000  Yes    No
604    No Female 559551_010    673    4772.000   No    No
605    No   Male 552656_020    664  158800.000   No    No
606    No   Male 556398_010    804       0.000  Yes   Yes
607    No Female 553258_010    872   68240.000   No    No
608    No Female 557061_010    644   21000.000   No   Yes
609    No   Male 553904_010    653    6216.000   No   Yes
610    No Female 556260_010    637  147580.000   No   Yes
611    No Female 555951_010    829   53428.000  Yes    No
612    No Female 558082_010    988   15324.000   No    No
613    No   Male 552874_010    757   42281.000   No   Yes
614    No Female 556154_010    656  262500.000   No    No
615   Yes   Male 553118_020    613   29436.000   No    No
616    No   Male 555653_010    622  120000.000   No   Yes
617    No   Male 552748_020    757   30500.000   No    No
618    No Female 558844_020    514   41540.775   No   Yes
619    No   Male 554818_010    719   76033.000   No   Yes
620   Yes   Male 552104_020    616   19040.000   No   Yes
621    No   Male 554846_010    746   16800.000   No   Yes
622    No   Male 550920_020    721   16572.000  Yes   Yes
623    No   Male 552065_010    848   18231.333   No   Yes
624    No   Male 553776_010    658  336000.000  Yes    No
625    No   Male 557767_010    818   10800.000   No   Yes
626    No Female 550661_010    651   22217.000  Yes    No
627    No Female 557104_010    735   67000.000  Yes    No
628    No   Male 552193_010    686  103606.365  Yes   Yes
629    No   Male 556433_010    670       0.000   No    No
630    No Female 551789_010    671   43200.000  Yes   Yes
631    No Female 558938_010    645   45455.000  Yes    No
632    No Female 554847_010    627    3492.000   No   Yes
633   Yes   Male 555877_010    646  122000.000  Yes   Yes
634    No   Male 559269_010    649  101156.000   No   Yes
635    No Female 551414_020    739       0.000   No    No
636    No Female 559223_010    591   70000.000   No   Yes
637    No Female 555262_010    627  253820.000   No   Yes
638    No   Male 557775_010    641   59000.000   No   Yes
639    No   Male 553055_020    660   40950.000  Yes   Yes
640    No   Male 558264_010    702   28336.000   No   Yes
641    No Female 556516_010    675  206000.000   No   Yes
642    No Female 552154_020    597   10920.000   No    No
643    No   Male 550147_010    716   30174.637   No    No
644   Yes Female 557407_010    634   43200.000  Yes    No
645    No   Male 556741_010    648   60819.000   No    No
646    No Female 556833_010    649   72872.000   No   Yes
647    No Female 555405_020    637   70000.000   No   Yes
648    No Female 550661_010    641   21925.987  Yes    No
649    No Female 556088_010   1053   10080.000  Yes    No
650    No   Male 554154_020    673   44000.000   No   Yes
651    No Female 556301_010    662  111355.000   No    No
652    No Female 551645_010    865   22256.400  Yes   Yes
653    No   Male 552544_010    677  200100.000   No   Yes
654    No Female 555931_010    655  325480.000   No   Yes
655    No Female 555800_010    873   48515.000  Yes   Yes
656    No Female 550698_010    742   46000.000  Yes   Yes
657    No   Male 554152_020    684  325480.000   No   Yes
658   Yes Female 558187_020    607  102000.000   No   Yes
659    No Female 553951_020    629   76000.000   No    No
660    No Female 557268_010    765   46236.000   No   Yes
661    No Female 557649_010    729   87706.076   No   Yes
662    No Female 556886_020    652  157820.000   No   Yes
663    No   Male 558543_020    772  276881.000  Yes   Yes
664    No Female 555915_020    653   74000.000   No   Yes
665    No Female 557657_010    627  263000.000   No   Yes
666    No Female 554953_010    643   31500.000   No    No
667    No Female 558859_010    650   75000.000   No   Yes
668    No Female 557802_010    808   40800.000   No   Yes
669    No Female 554624_010   1100   26008.000  Yes    No
670    No   Male 557048_010    713  131080.000  Yes    No
671    No Female 551073_010    650    3400.000   No   Yes
672    No   Male 554344_010    844   59040.000   No   Yes
673    No   Male 552192_010    679   15254.301   No   Yes
674    No   Male 551132_020    679  109000.000   No   Yes
675    No Female 559346_010    877   84000.000   No   Yes
676    No   Male 556453_020    782   37860.000  Yes    No
677    No   Male 559907_010    690       0.000   No   Yes
678    No   Male 554117_020    633   84400.000   No   Yes
679    No   Male 558158_010    685   50000.000   No   Yes
680    No   Male 558626_010    671   80620.000   No   Yes
681    No   Male 556779_010    684  121200.000   No   Yes
682    No Female 554003_010    685   16212.000  Yes   Yes
683    No Female 554793_010    770   38608.344  Yes   Yes
684    No   Male 556149_010    714   16416.000   No   Yes
685    No   Male 552504_010    670    6457.206   No   Yes
686    No Female 555586_010    657   29040.000   No   Yes
687   Yes Female 558069_010    810   30000.000   No   Yes
688    No   Male 556675_010    691  115000.000   No   Yes
689    No Female 551806_020    554  535269.708   No   Yes
690    No Female 559103_020    566  348924.754   No   Yes
691    No   Male 550516_010    750   13236.000   No   Yes
692    No   Male 553262_010    632   17796.000   No    No
693    No Female 558450_020    637  160120.000   No   Yes
694    No Female 558380_010    758    4644.000   No    No
695    No Female 550827_010    780   88690.000   No   Yes
696    No Female 558293_010    635   81184.000   No   Yes
697    No   Male 556570_010    711   92760.000   No   Yes
698    No Female 558316_010    804   25764.286  Yes    No
699    No   Male 555241_010    635   14712.000   No   Yes
700    No   Male 557111_020    959   38220.000  Yes    No
701    No   Male 555545_010    720    3372.000   No   Yes
702    No   Male 551214_010    798     203.000  Yes   Yes
703    No Female 556943_020    641   13824.000   No   Yes
704    No Female 558629_020    835  389080.000   No    No
705    No Female 558511_010    610   47960.000  Yes    No
706    No   Male 553826_010    765  175000.000   No   Yes
707    No Female 558841_010    628  162000.000   No   Yes
708    No Female 557351_020    815  107680.000   No    No
709    No Female 550156_020    612  287339.246   No    No
710    No   Male 554874_010    720   29000.000  Yes    No
711    No   Male 557721_020    644   60276.000   No    No
712    No   Male 558985_010    651   13728.000  Yes    No
713    No   Male 551944_010    612  135616.756   No   Yes
714    No Female 552329_010    666   20716.000   No   Yes
715    No Female 553815_020    457  173051.899   No   Yes
716    No   Male 559840_010    658  182700.000   No   Yes
717    No Female 556088_010   1052   10000.000  Yes    No
718    No   Male 550503_010    955   21200.000   No    No
719    No Female 551412_020    680   72600.000   No   Yes
720    No Female 554479_010    669   15345.000   No    No
721    No Female 555476_020    641  325480.000   No   Yes
722   Yes   Male 557375_010    623     500.000  Yes   Yes
723    No   Male 556717_020    665  357000.000   No   Yes
724    No Female 554706_010    691  312198.000   No   Yes
725    No Female 556760_010    607  800600.000   No   Yes
726    No   Male 559839_010    638  376139.620   No    No
727   Yes Female 557571_010    818   22848.000  Yes    No
728   Yes   Male 559644_010    736   13872.000  Yes   Yes
729    No Female 553505_020    570  246700.000   No   Yes
730    No Female 558366_010    677  152000.000   No   Yes
731    No   Male 555952_020    612  103000.000  Yes    No
732    No Female 557804_020    713    2400.000  Yes    No
733    No Female 556431_020    629  118000.000  Yes    No
734    No Female 551054_010    685   29000.000   No   Yes
735    No   Male 558001_010    646   54240.000   No   Yes
736    No Female 558617_010    701   68000.000  Yes   Yes
737    No   Male 550887_010    671   28680.000   No   Yes
738    No Female 552780_020    853   98000.000   No   Yes
739    No Female 551806_020    557  533260.399   No   Yes
740    No   Male 551761_010    882   31000.000   No   Yes
741    No   Male 554961_010    651   63915.000   No    No
742    No   Male 555679_010    686   30000.000   No   Yes
743    No   Male 551461_020    633   76000.000   No    No
744    No Female 554098_010    677    7800.000   No   Yes
745    No Female 551808_020    843   19248.000   No   Yes
746    No   Male 559069_020    695  189003.000   No    No
747    No Female 552843_010    937   17832.000   No   Yes
748    No   Male 553206_010    656    3604.000  Yes   Yes
749    No   Male 557983_010    824   11840.000   No    No
750    No   Male 559501_010    658  228533.430   No    No
751    No   Male 555797_010    622    1980.000   No   Yes
752    No Female 556175_010    650  220000.000   No   Yes
753    No Female 550860_010    823   93200.000   No   Yes
754    No Female 555578_010    725   13824.000   No   Yes
755    No Female 556990_010    630   70000.000   No   Yes
756    No Female 555955_010   1070   10920.000  Yes    No
757    No Female 551950_020    823   37978.774   No   Yes
758    No Female 559002_010    645   98137.254   No   Yes
759    No   Male 557461_010    660  407606.754  Yes   Yes
760    No   Male 556483_010    629  180640.000   No   Yes
761    No Female 557966_010    653  130000.000   No   Yes
762    No Female 556008_020    566  209782.624  Yes   Yes
763    No   Male 559587_020    861   49100.000   No   Yes
764    No   Male 556541_010    689    9208.000   No    No
765    No   Male 557902_010    862   15264.000   No   Yes
766    No   Male 550183_010    879   55000.000   No    No
767   Yes Female 557225_010    618   15252.000  Yes    No
768    No Female 559515_020    809  218690.633  Yes   Yes
769    No   Male 551779_010    764  637040.695   No   Yes
770    No   Male 552775_020    580  117050.000   No   Yes
771    No Female 552011_010    628   61537.649   No    No
772    No Female 552638_020    527  137000.000   No   Yes
773    No   Male 555037_010    615   72000.000   No   Yes
774   Yes   Male 557963_010    685   88689.000   No    No
775    No   Male 553446_010    605   17592.000   No    No
776    No   Male 556323_020    662  122012.000   No   Yes
777    No Female 558156_010    903   17964.000   No    No
778    No Female 551646_010    679   51200.000   No   Yes
779    No   Male 554591_020    582  127020.000   No   Yes
780    No   Male 559373_010    625   13032.000   No   Yes
781    No Female 552339_010    662   11748.000  Yes    No
782    No Female 555931_010    656  332712.192   No   Yes
783    No   Male 557384_010    862   37700.000  Yes   Yes
784   Yes Female 555086_010    657  109120.000   No    No
785    No   Male 556424_010    622   49000.000   No   Yes
786    No Female 553935_010    836   19086.000   No    No
787    No   Male 557253_010    891   30671.980  Yes   Yes
788    No   Male 553852_010    635       0.000   No   Yes
789    No Female 554789_020    745  149048.000   No   Yes
790    No Female 551110_010    823   13806.325   No    No
791    No   Male 556873_010    843  131080.000  Yes   Yes
792   Yes Female 559812_010    686   51200.000   No   Yes
793    No Female 557223_020    773   30300.000   No   Yes
794    No Female 559283_010    636   52774.571  Yes   Yes
795    No Female 559353_010    617   38536.101   No    No
796    No   Male 557141_010    638   96428.000  Yes   Yes
797    No   Male 558131_010    674  168000.000   No   Yes
798    No Female 555578_020    701   14148.000   No   Yes
799    No   Male 557965_010    613  287339.246   No   Yes
800    No   Male 558115_010    675       0.000  Yes    No
801   Yes Female 558052_010    681   10000.000  Yes   Yes
802    No   Male 552681_010    624   51000.000   No   Yes
803    No Female 559379_010    616  105000.000   No    No
804    No Female 558867_010    816   37079.926   No   Yes
805    No Female 559229_020    574  418024.000  Yes   Yes
806    No Female 555785_020    496   30598.050   No    No
807    No Female 550569_020    642  320000.000   No   Yes
808    No Female 554154_020    673   43760.000  Yes   Yes
809    No   Male 552192_010    679   15600.000   No   Yes
810    No   Male 552949_020    651  134000.000   No    No
811    No Female 557892_020    980   45240.000   No    No
812    No Female 553280_020    486   50000.000   No    No
813    No Female 554604_020    621   21600.000   No   Yes
814    No   Male 555209_010    630  364400.000   No   Yes
815    No Female 554840_010    663   30869.000  Yes   Yes
816   Yes   Male 559785_010    675   75520.000  Yes   Yes
817    No   Male 550299_010    669   72600.000   No   Yes
818    No Female 554772_010   1048   19604.000   No   Yes
819    No   Male 552874_020    787   42300.000   No   Yes
820    No Female 556768_020    866   41208.000   No    No
821    No   Male 559010_010    812   20908.000   No   Yes
822    No Female 559928_010    644    3959.941   No   Yes
823    No   Male 553413_020    771   87000.000  Yes   Yes
824    No Female 557909_020    418   51682.000   No   Yes
825    No Female 554773_010    749   60000.000   No    No
826    No   Male 559734_010    663  108836.000   No    No
827    No Female 552780_020    849   99200.000   No   Yes
828    No   Male 554655_010    642   15024.000  Yes   Yes
829    No Female 556876_010    788   90000.000   No   Yes
830    No Female 559820_010    635  176000.000   No   Yes
831    No Female 559984_010    909   15600.000   No    No
832    No Female 556983_020    614  148000.000   No    No
833    No   Male 552184_010    646   10200.000  Yes   Yes
834    No Female 559573_010    771    1788.000  Yes   Yes
835    No Female 552314_010    774   70000.000   No   Yes
836    No   Male 554301_020    589  109000.000   No   Yes
837    No Female 552154_020    596   10968.000   No    No
838    No Female 555210_010    819   23808.000  Yes    No
839    No   Male 555336_010    797   35000.000   No   Yes
840    No Female 559691_010    609   71000.000   No    No
841    No Female 559341_010    668   20100.000   No   Yes
842    No   Male 552100_010    760  178080.000   No   Yes
843    No Female 556796_010    610   36682.528   No   Yes
844    No   Male 550316_010    796   19332.000   No   Yes
845    No   Male 558191_010    667  243600.000   No   Yes
846    No Female 556666_020    570  186600.000   No    No
847    No   Male 552812_010    655  153404.000  Yes   Yes
848    No Female 552786_010    718   39154.111  Yes   Yes
849   Yes   Male 555506_010    607   25274.273   No    No
850    No   Male 558939_020    741  145000.000   No   Yes
851    No Female 554006_010    896   26420.000  Yes    No
852    No Female 553707_010   1016   37978.774   No   Yes
853    No Female 559567_010    825   37181.174   No    No
854    No Female 554144_010    663   31616.000   No    No
855   Yes Female 550688_010    621   19100.000  Yes   Yes
856    No Female 557480_010    617       0.000  Yes    No
857    No   Male 553914_020    612  250800.000   No   Yes
858    No   Male 552660_020    924   37200.000   No    No
859    No Female 556148_020    919   36024.000   No   Yes
860    No Female 559912_020    682  133000.000   No   Yes
861    No Female 559431_020    614  115000.000   No   Yes
862    No   Male 554069_010    804   13149.386   No   Yes
863    No   Male 552681_010    624   51311.000   No   Yes
864    No Female 558629_010    835  383500.000   No    No
865    No Female 557118_010    626   22846.000   No   Yes
866    No Female 557320_020    571  164000.000   No   Yes
867    No   Male 553775_010    652  101036.000  Yes   Yes
868    No   Male 555663_010    682   89670.804   No   Yes
869    No Female 551833_010    637   83800.000   No   Yes
870   Yes Female 553994_020    615   10968.000  Yes    No
871    No Female 555073_020    667  212942.661   No   Yes
872    No   Male 555797_010    622    2000.000   No   Yes
873    No Female 558281_010   1063   21500.000  Yes    No
874    No Female 550683_010    635  306283.154  Yes   Yes
875    No   Male 554972_020    556   46892.000   No   Yes
876    No Female 555294_010    641   22110.000   No    No
877    No Female 558441_010    640  308000.000   No   Yes
878    No   Male 554330_020    676  161000.000  Yes   Yes
879    No Female 553780_020    672  383500.000   No   Yes
880    No Female 551412_020    680   73120.000   No   Yes
881    No Female 553534_010    655  104400.000   No   Yes
882    No Female 554449_010    699  263279.733   No   Yes
883    No   Male 552332_020    769  122600.000  Yes   Yes
884    No   Male 556579_010    866   18049.141  Yes    No
885    No   Male 554256_020    669   13872.000   No    No
886    No   Male 556453_020    774   37800.000  Yes    No
887    No Female 551748_010    661  100000.000   No   Yes
888    No Female 555601_020    735   59040.000  Yes   Yes
889    No Female 554899_020    493   33663.623  Yes   Yes
890   Yes Female 558174_020    939  141276.000   No   Yes
891    No Female 553771_010    656   12420.000  Yes   Yes
892    No Female 556878_020    568   94400.000   No   Yes
893    No Female 556185_010    772   18840.000   No    No
894    No Female 556200_010    644  136817.000   No   Yes
895    No Female 550790_020    569  418024.000   No   Yes
896    No   Male 550967_020    767   84600.000  Yes    No
897    No Female 555274_010    698   47400.000  Yes    No
898    No Female 556069_010    895   16800.000   No   Yes
899    No Female 556675_020    576  115000.000   No   Yes
900    No Female 558252_010    619   13806.325  Yes   Yes
901    No   Male 556495_020    608   55000.000   No    No
902    No Female 556995_010    652  102784.980   No   Yes
903    No   Male 554851_010    968    6140.000  Yes   Yes
904    No Female 550686_010    701   28680.000   No    No
905    No Female 552118_020    746  101338.000   No   Yes
906    No   Male 554690_020    595  120000.000   No   Yes
907    No   Male 554172_010    735   31000.000   No   Yes
908    No Female 559286_010    807   85000.000   No    No
909    No Female 556437_020    640    2916.000   No   Yes
910    No Female 554864_020    633  145000.000   No   Yes
911    No   Male 556050_010    646  238400.000   No   Yes
912    No Female 559416_010    680   52000.000   No   Yes
913    No   Male 559071_010    706       0.000   No   Yes
914    No Female 559750_010    833   28932.000   No   Yes
915    No Female 556634_010    611   24960.000   No    No
916    No Female 558252_010    620   14160.000  Yes   Yes
917    No Female 552721_010    891   14113.430  Yes   Yes
918    No   Male 553948_020    782  118000.000  Yes   Yes
919    No   Male 559587_020    812   48200.000   No   Yes
920    No   Male 558546_010    726   11880.000   No   Yes
921    No   Male 557855_010    714   32580.000  Yes   Yes
922    No Female 552819_010    673  276881.000   No   Yes
923    No   Male 557538_020    667    4320.000   No   Yes
924    No   Male 556441_010    711   20000.000   No   Yes
925    No   Male 559600_020    664   70020.000   No   Yes
926    No Female 556424_020    544   48200.000  Yes    No
927    No   Male 552228_010    660   12000.000   No   Yes
928    No Female 555650_010    668   53400.000   No   Yes
929    No Female 557014_010    988   46793.034  Yes    No
930    No Female 558897_010    618   12251.412   No    No
931    No Female 559269_020    615  100960.000   No   Yes
932    No Female 559292_010    681       0.000   No   Yes
933    No   Male 554152_020    684  327000.000   No   Yes
934    No   Male 557461_020    606  404000.000  Yes   Yes
935    No   Male 555163_010    651  200000.000   No    No
936    No   Male 558155_010    706   16320.000  Yes    No
937    No Female 559691_010    609   70800.000   No    No
938    No Female 551092_010    679   99000.000   No   Yes
939    No Female 558671_020    909   30869.000  Yes    No
940    No   Male 555351_010    646   69278.635   No   Yes
941    No Female 553574_010    641  100000.000   No   Yes
942    No Female 551512_010    779   19380.000   No   Yes
943    No Female 556666_020    569  188000.000   No    No
944    No Female 559762_010    656   73537.000   No   Yes
945    No   Male 550166_010    653  356087.063  Yes   Yes
946    No   Male 552816_020    764       0.000   No   Yes
947    No   Male 553227_010    676   14796.000   No   Yes
948    No Female 556240_010    689   15000.000   No   Yes
949    No   Male 555152_010    661  707600.000   No   Yes
950    No Female 551660_010    855   24132.000   No   Yes
951   Yes Female 555192_020   1060   19716.000   No   Yes
952    No   Male 558532_020    663   60200.000   No    No
953    No   Male 552490_010    862    5860.000   No    No
954    No Female 557811_010    619  148060.000  Yes   Yes
955    No   Male 551144_010    927   19500.000   No    No
956   Yes   Male 552971_010    813   21000.000  Yes   Yes
957    No Female 556869_010    885   69479.000  Yes    No
958    No   Male 556541_010    682    8880.000   No    No
959    No   Male 553399_020    861  212942.661   No    No
960    No Female 553114_010    629  156204.000   No   Yes
961    No Female 552179_010    626   35000.000   No   Yes
962    No Female 559408_010    862   68403.000   No   Yes
963    No   Male 559842_010    629  250080.000  Yes   Yes
964    No Female 551442_010    704   25405.000   No    No
965    No Female 550661_010    651   22004.000  Yes    No
966    No   Male 554238_020    912   62862.000   No   Yes
967    No   Male 556121_010    661    9750.000  Yes    No
968    No Female 551940_010    672  119008.000   No   Yes
969    No   Male 550183_010    879   55000.000   No    No
970    No   Male 552510_010    625   93809.033   No   Yes
971    No   Male 553319_010    634   59404.000   No   Yes
972    No Female 558344_010    654   75520.000  Yes   Yes
973    No   Male 553315_020    735   56003.000   No   Yes
974    No Female 555578_010    726   13860.000   No   Yes
975    No   Male 559094_010    642   26400.000   No   Yes
976    No   Male 550920_010    731   16392.679  Yes   Yes
977    No Female 554449_010    698  258224.000   No   Yes
978    No   Male 550428_010    713   55000.000   No   Yes
979    No   Male 559129_010    700   23200.000   No   Yes
980    No Female 556323_010    635  122036.000   No   Yes
981    No Female 554569_010    894   33972.000   No    No
982    No Female 552976_020    581  147012.000   No   Yes
983    No Female 559707_010    643  136656.000   No   Yes
984    No Female 557924_020    627  116500.000   No    No
985   Yes Female 557446_010    663   65000.000   No    No
986    No   Male 551380_010    654  104400.000   No   Yes
987    No Female 551944_020    635  135024.000   No   Yes
988    No Female 550156_010    612  289000.000   No    No
989    No   Male 554069_010    823   12960.000   No   Yes
990    No   Male 555697_020    654   15192.000  Yes   Yes
991    No Female 551110_010    823   13843.000   No    No
992    No   Male 557786_010    740   45000.000   No   Yes
993    No Female 557965_020    568  289000.000   No   Yes
994    No Female 550295_010    627   25260.000  Yes   Yes
995    No   Male 559586_010    664  129600.000   No   Yes
996    No Female 552231_010    632  102200.000   No   Yes
997    No Female 559649_010    733   53400.000   No   Yes
998    No Female 554247_020    980   22000.000  Yes    No
999    No Female 553121_010    677    7200.000   No   Yes
1000   No Female 552025_010    619  116500.000   No   Yes
1001   No Female 558568_020    804   52000.000  Yes    No
1002   No Female 553757_020    621  267060.000   No   Yes
1003   No   Male 553948_020    782  118000.000  Yes   Yes
1004   No Female 556249_020    607  711600.000   No   Yes
1005   No   Male 553399_010    862  209782.624   No    No
1006   No   Male 557630_020    590   55012.000   No   Yes
1007   No Female 556390_010    632   12000.000   No   Yes
1008   No Female 556869_010    885   70080.000  Yes    No
1009   No Female 557320_020    574  164000.000   No   Yes
1010   No Female 555004_010    620   15000.000   No   Yes
1011   No   Male 550239_010    639    8940.000   No   Yes
1012   No   Male 557889_010    752       0.000   No    No
1013   No   Male 559973_010    652  150512.000  Yes    No
1014   No   Male 556300_020    636  385000.000   No    No
1015   No   Male 550201_020    484  281000.000   No   Yes
1016   No Female 552118_020    665  101400.000   No   Yes
1017   No   Male 551759_010    659  134000.000   No   Yes
1018   No Female 557111_010    911   38452.000  Yes   Yes
1019   No   Male 559603_020    813  105000.000  Yes   Yes
1020   No   Male 556717_020    642  360000.000   No   Yes
1021   No Female 553879_010    734   13097.695   No   Yes
1022   No Female 556732_010    774   47777.107   No   Yes
1023   No   Male 556431_010    620  118000.000   No   Yes
1024   No Female 550683_010    635  303916.197  Yes   Yes
1025   No   Male 559698_010    616  407606.754   No   Yes
1026   No   Male 559010_010    813   20820.000   No   Yes
1027   No Female 555065_010    660  196000.000   No    No
1028   No Female 553112_010    791   43200.000   No   Yes
1029   No Female 555405_010    637   70080.000   No   Yes
1030   No Female 550882_010    645    6180.000   No   Yes
1031   No   Male 559287_010    924   96267.615   No   Yes
1032   No Female 553961_020    675  169876.000  Yes   Yes
1033   No   Male 559624_010    668   85449.191   No   Yes
1034   No Female 555578_010    765   13824.000   No   Yes
1035   No   Male 557856_010    731   11772.000   No    No
1036   No   Male 552741_010    667   45421.000  Yes   Yes
1037   No Female 559093_020    565   50400.000   No   Yes
1038   No Female 559764_010    737   13527.000   No   Yes
1039   No Female 554161_010    619  124000.000   No   Yes
1040   No Female 556225_020    507   63000.000   No   Yes
1041   No Female 554017_010    866   10344.000   No    No
1042   No   Male 554578_010    674  175000.000   No    No
1043   No Female 558175_010    630  534004.000   No   Yes
1044   No   Male 550015_010    678   90000.000   No   Yes
1045   No Female 554006_010    897   26400.000  Yes    No
1046   No   Male 557424_010    623   54026.574  Yes   Yes
1047   No Female 554069_020    733   13208.000   No    No
1048   No   Male 559269_010    649  100900.000   No   Yes
1049   No   Male 555464_010    641   10348.000  Yes   Yes
1050   No   Male 558271_010    648  139000.000   No   Yes
1051   No Female 554305_010    862   39132.000   No   Yes
1052   No Female 552320_010    757   13200.000   No    No
1053   No Female 556271_010    748   13149.386  Yes    No
1054   No Female 556979_010    644   26880.000   No   Yes
1055   No   Male 556621_010    801   19200.000  Yes   Yes
1056  Yes Female 551057_010    927   15000.000   No    No
1057   No Female 557680_020    857   46020.000   No   Yes
1058   No Female 554443_010    773   30724.000  Yes   Yes
1059  Yes Female 557446_010    663   65000.000   No    No
1060   No Female 557510_020    564   88690.000   No    No
1061   No Female 558380_010    759    4688.000   No    No
1062   No   Male 555137_010    686   13884.000   No   Yes
1063   No Female 553715_010    739    2209.000  Yes    No
1064   No   Male 558582_010    655   62000.000  Yes   Yes
1065   No   Male 550637_020    627  455012.000   No   Yes
1066   No   Male 558390_010    658  127522.562   No    No
1067  Yes   Male 555151_010    627  369257.048   No   Yes
1068   No Female 555018_010    691  156660.000   No    No
1069   No Female 552840_010    635   37200.000   No   Yes
1070   No Female 552874_020    761   42300.000  Yes   Yes
1071  Yes Female 557924_020    629  117012.000   No    No
1072   No Female 552976_020    583  147012.000   No   Yes
1073   No   Male 552741_010    675   45421.000  Yes   Yes
1074  Yes Female 552104_010    605   19381.000   No   Yes
1075   No   Male 553014_010    867  235960.000  Yes   Yes
1076   No Female 552025_010    619  117050.000   No   Yes
1077   No   Male 552154_010    662   11000.000   No   Yes
1078   No Female 556428_010    801   42200.000  Yes   Yes
1079   No   Male 552629_010    939   30780.000  Yes   Yes
1080   No Female 557151_010    968   44000.000   No    No
1081   No Female 551150_010    888     203.000   No   Yes
1082   No   Male 553778_020    798  126000.000  Yes   Yes
1083   No Female 559286_010    807   84600.000   No    No
1084   No Female 558309_010    987   12348.000   No   Yes
1085   No Female 553055_020    733   40498.000  Yes    No
1086   No   Male 557902_010    861   15385.000   No   Yes
1087   No Female 552011_010    628   61324.356   No    No
1088   No Female 550964_010    629  637040.695   No   Yes
1089   No   Male 550516_010    748   13032.000   No   Yes
1090   No   Male 554256_010    662   13800.000   No    No
1091   No   Male 551744_020    711  194000.000   No    No
1092   No Female 552363_020    591   76033.000   No   Yes
1093   No   Male 550410_010    608  100010.000   No    No
1094   No Female 551529_010    994   20100.000   No    No
1095   No Female 552301_010    925   11880.000   No   Yes
1096   No   Male 551928_010    643   28264.000  Yes    No
1097  Yes   Male 556668_020    992   23616.000   No   Yes
1098   No Female 558445_010    690       0.000   No   Yes
1099   No   Male 552395_010   1027    9600.000   No   Yes
1100   No   Male 554154_020    673   44000.000   No   Yes
1101   No   Male 550267_020    688  133000.000   No   Yes
1102   No Female 559241_010    659  277412.000   No   Yes
1103   No   Male 554152_020    684  334248.000   No   Yes
1104   No   Male 555216_010    907   44400.000   No   Yes
1105   No Female 559178_020    739   94204.000   No    No
1106   No Female 556325_020    572   83000.000   No   Yes
1107  Yes Female 556939_010    635   31336.000   No   Yes
1108   No Female 559969_020    932   30000.000   No    No
1109   No Female 552306_020    610  188000.000   No   Yes
1110   No Female 550461_010    764   15600.000  Yes    No
1111   No Female 558082_010    983   15252.000   No    No
1112   No   Male 557811_020    646  148000.000   No   Yes
1113   No Female 553879_010    735   13032.000   No   Yes
1114  Yes   Male 550583_010    651   94788.000   No   Yes
1115   No   Male 559917_010    668       0.000   No   Yes
1116   No Female 558594_010    668    9600.000   No   Yes
1117   No Female 556732_010    774   47520.000   No   Yes
1118   No Female 556793_010    647     300.000   No   Yes
1119   No   Male 557461_020    617  407606.754  Yes   Yes
1120   No   Male 557811_020    654  148024.000  Yes   Yes
1121   No   Male 558576_010    686   52000.000  Yes   Yes
1122   No   Male 557529_010    618  120024.000   No   Yes
1123   No   Male 550645_010    797  145400.000   No   Yes
1124   No   Male 551263_020    634  160080.000   No   Yes
1125   No Female 553534_010    651  104900.000   No   Yes
1126  Yes Female 553948_010    781  118000.000  Yes    No
1127   No Female 557967_020    645  267060.000   No   Yes
1128   No   Male 552494_010    682  285000.000   No   Yes
1129   No   Male 552775_020    580  117000.000   No   Yes
1130   No Female 550759_010    830   17520.000   No   Yes
1131   No Female 556666_020    567  187800.000   No    No
1132   No Female 552079_010    618   70000.000   No    No
1133   No Female 554660_020    665   11040.000  Yes   Yes
1134   No Female 558540_010    767    9672.000   No   Yes
1135   No   Male 551263_020    634  160120.000   No   Yes
1136   No Female 550110_010    674    3000.000   No    No
1137   No   Male 550931_010    653   31616.000   No   Yes
1138   No Female 555503_020    676   30000.000   No   Yes
1139   No   Male 550920_010    784   16608.000  Yes   Yes
1140   No Female 559818_010    652   23142.000   No   Yes
1141   No Female 552766_010    895   17592.000   No   Yes
1142   No Female 557510_020    566   88690.000   No    No
1143   No Female 557725_010    685  100900.000   No   Yes
1144   No Female 552721_010    892   14040.000  Yes   Yes
1145   No Female 558532_010    613   60400.000   No   Yes
1146   No   Male 552177_010    653   82000.000   No   Yes
1147   No   Male 556241_010    633   25962.000   No    No
1148   No   Male 550064_010    675  110500.000  Yes   Yes
1149   No Female 559905_010    591    3959.941   No    No
1150   No   Male 554280_010    633   80000.000   No    No
1151   No Female 557391_020    866   25032.000  Yes    No
1152   No Female 554877_010    623  105000.000  Yes   Yes
1153   No Female 556493_010    717   26400.000   No   Yes
1154   No   Male 552154_010    662   11000.000   No   Yes
1155   No   Male 555178_010    823   49496.000   No   Yes
1156   No Female 554486_010    831   50607.954  Yes    No
1157   No Female 552886_010    873   22800.000  Yes    No
1158   No Female 554438_010    747   11928.000  Yes   Yes
1159   No Female 555978_010    745    1681.298   No   Yes
1160   No   Male 555476_010    641  327040.000   No   Yes
1161   No Female 551253_010    625   67884.000  Yes   Yes
1162   No Female 555113_020    598   84800.000   No   Yes
1163   No   Male 558552_020    758   70512.000   No   Yes
1164   No Female 557131_010    768  113000.000   No   Yes
1165   No   Male 554330_020    676  161000.000  Yes   Yes
1166   No Female 557213_010    783    7650.000   No   Yes
1167   No   Male 558543_020    776  276400.000  Yes   Yes
1168   No   Male 557538_020    667    4320.000   No   Yes
1169   No   Male 553030_010    624   46020.000  Yes   Yes
1170   No Female 557283_010    670   31000.000   No   Yes
1171   No Female 555311_020    564  484000.000   No    No
1172   No   Male 555156_020    647  106000.000  Yes   Yes
1173   No   Male 554387_010    668  218690.633   No   Yes
1174   No   Male 552812_010    655  153000.000  Yes   Yes
1175   No Female 550066_010    963   87706.076  Yes    No
1176   No Female 556266_010    685   12708.000  Yes    No
1177   No   Male 550614_010    644  166711.764   No   Yes
1178   No   Male 553430_010    661   66000.000   No   Yes
1179   No Female 559600_020    668   70000.000   No    No
1180   No   Male 553970_010    663   75000.000  Yes   Yes
1181   No Female 552819_010    669  274191.814   No   Yes
1182   No Female 551664_010    897   66000.000  Yes   Yes
1183   No Female 558922_010    633   14712.000   No    No
1184   No   Male 550458_010    674  343280.000   No   Yes
1185   No Female 558198_010    645   25304.000  Yes    No
1186   No Female 558403_020    588  129000.000   No   Yes
1187   No   Male 557721_020    643   60400.000   No    No
1188   No   Male 559029_020    609  152501.000   No   Yes
1189   No   Male 555331_010    669  145000.000   No   Yes
1190   No   Male 553294_010    643   55012.000   No   Yes
1191   No   Male 553280_010    646   50000.000   No    No
1192   No Female 555578_020    713   13956.000   No   Yes
1193   No   Male 556493_020    817   26400.000  Yes    No
1194   No Female 554073_010    617  175536.000   No    No
1195   No   Male 555169_010    660   20000.000   No   Yes
1196   No Female 555848_010    772       0.000   No   Yes
1197   No Female 551514_010    656   13527.000   No   Yes
1198   No Female 559353_010    617   38200.000   No    No
1199   No   Male 554855_010    824  145000.000   No   Yes
1200   No Female 559834_010    896   20574.000  Yes   Yes
1201   No Female 555307_010    762   12348.000   No    No
1202   No   Male 553139_020    623   50000.000   No   Yes
1203   No Female 551127_010    827   11700.000   No    No
1204   No Female 550536_010    925  115000.000   No   Yes
1205   No Female 556300_010    635  383500.000   No    No
1206   No   Male 551975_010    641  104208.000   No   Yes
1207   No Female 550064_010    674  110000.000   No   Yes
1208   No   Male 557258_010    665   68664.000   No   Yes
1209   No   Male 554652_010    631   48000.000   No   Yes
1210   No   Male 559511_010    681  119000.000   No   Yes
1211   No Female 557014_010    824   47220.000  Yes    No
1212   No Female 551334_010    754   94788.000  Yes   Yes
1213   No   Male 550201_020    481  285000.000   No   Yes
1214   No Female 556495_020    608   55040.000   No   Yes
1215   No   Male 559598_010    687  372036.209   No    No
1216   No Female 554740_010    707       0.000  Yes   Yes
1217   No   Male 559839_010    638  380300.000   No    No
1218   No   Male 558552_020    757   70332.000   No   Yes
1219   No Female 559234_010    623  137979.058  Yes   Yes
1220   No   Male 554690_020    597  120001.000   No   Yes
1221   No   Male 555134_010    670    9672.000   No   Yes
1222   No   Male 559235_010    629   99000.000   No    No
1223   No   Male 557461_020    606  404000.000  Yes   Yes
1224   No   Male 552238_010    673    2304.000   No   Yes
1225  Yes   Male 559748_010    758   29200.000   No   Yes
1226  Yes Female 553641_010    627   50000.000   No    No
1227   No   Male 552304_010    758  182200.000   No   Yes
1228   No Female 551808_020    792   19200.000   No   Yes
1229   No   Male 552395_010   1037    9672.000   No   Yes
1230   No   Male 556621_010    800   19040.000  Yes   Yes
1231   No   Male 555962_010    865   29700.000  Yes    No
1232   No Female 552660_010    924   37000.000  Yes   Yes
1233   No Female 555041_020    912   49100.000  Yes    No
1234  Yes Female 555042_010    682  130252.000   No    No
1235  Yes Female 553832_010    873   14377.649  Yes    No
1236   No Female 555663_020    628   90000.000   No    No
1237   No   Male 559001_010    834    6720.000   No   Yes
1238   No   Male 551222_010    643  135000.000   No   Yes
1239   No   Male 557141_010    638   96267.615  Yes   Yes
1240   No Female 552753_010    642  113000.000   No    No
1241   No   Male 551744_010    665  194000.000   No   Yes
1242   No   Male 559567_020    717   37079.926  Yes    No
1243   No   Male 552618_020    862   25600.000   No    No
1244   No Female 559617_020    649  194080.000   No   Yes
1245   No Female 559494_020    457       0.000   No    No
1246   No Female 552789_010    758   90000.000   No   Yes
1247   No Female 552156_010    783   27300.000   No   Yes
1248   No   Male 558133_010    677  135000.000  Yes   Yes
1249   No   Male 558404_020    766  105000.000   No   Yes
1250   No   Male 559235_010    629   98030.000   No    No
1251  Yes Female 553503_020    609   80500.000  Yes   Yes
1252   No Female 552154_020    597   11208.000   No    No
1253   No   Male 554687_010    643  142650.000   No   Yes
1254   No   Male 558155_010    705   16600.000  Yes    No
1255   No Female 551064_010    675   56800.000   No   Yes
1256   No   Male 556125_010    964   13843.000  Yes   Yes
1257   No Female 554899_020    484   33460.000  Yes   Yes
1258   No   Male 557344_010    698   13600.000  Yes    No
1259   No Female 558366_020    639  150000.000   No   Yes
1260   No Female 550941_010    910   16848.000   No    No
1261   No Female 556475_010    859   66040.000   No   Yes
1262   No Female 556675_020    576  115336.201   No   Yes
1263   No   Male 556352_010    703   61324.356   No   Yes
1264   No   Male 557619_010    666  187008.000   No   Yes
1265   No Female 558765_010    749   16848.000  Yes    No
1266   No Female 553067_010    645  182200.000   No   Yes
1267   No Female 553610_010    649  110144.000   No   Yes
1268   No   Male 550267_020    688  132848.000   No   Yes
1269   No Female 557690_010    720   24752.000  Yes    No
1270   No   Male 557630_020    589   55000.000   No   Yes
1271   No Female 558950_010    661   71000.000  Yes   Yes
1272   No   Male 556495_020    608   55000.000   No    No
1273   No   Male 559969_010    899   30174.637  Yes   Yes
1274   No   Male 554674_020    753   78256.000   No   Yes
1275   No   Male 554344_020    840   58000.000  Yes   Yes
1276   No   Male 553646_010    619  223000.000   No   Yes
1277   No Female 555648_010    658   40000.000   No   Yes
1278   No   Male 552423_020    666       0.000   No    No
1279   No   Male 553780_010    691  385000.000   No   Yes
1280   No Female 553817_010    681   43000.000  Yes    No
1281   No Female 559494_020    481       0.000   No    No
1282   No Female 557882_010    634   10000.000   No   Yes
1283   No Female 557568_010    621   68320.000   No   Yes
1284   No Female 559080_010    679   20400.000  Yes   Yes
1285   No Female 553846_010    605   14400.000   No   Yes
1286   No Female 553778_010    754  126000.000   No   Yes
1287   No   Male 556288_020    904  308000.000   No   Yes
1288   No Female 551878_010    712   44505.000  Yes   Yes
1289   No   Male 557633_010    799    1000.000  Yes   Yes
1290   No Female 551073_010    649    3360.000   No   Yes
1291   No Female 556993_010    628  186025.000   No   Yes
1292   No Female 559234_020    673  137000.000   No   Yes
1293   No   Male 556038_010    769   70900.000   No   Yes
1294   No   Male 552964_020    650  107000.000   No    No
1295   No Female 553908_020    569     300.000   No   Yes
1296   No   Male 555929_010    670   42300.000   No    No
1297   No Female 557681_010    782   16748.872  Yes    No
1298   No   Male 550685_010    655   34236.000  Yes   Yes
1299   No   Male 552874_020    801   42200.000   No   Yes
1300   No   Male 552454_010    772   96004.000   No   Yes
1301   No   Male 551248_010    702  110000.000   No   Yes
1302   No Female 554409_020    591    3600.000   No    No
1303   No Female 551845_010    823   39928.000  Yes   Yes
1304   No Female 558266_010    680   45060.000   No   Yes
1305   No Female 556549_010    869   13416.000  Yes    No
1306   No   Male 558703_010    636   18000.000  Yes   Yes
1307   No   Male 558143_020    601  534004.000   No   Yes
1308   No Female 559762_010    656   73640.000   No   Yes
1309   No Female 555754_010    589  195000.000   No   Yes
1310   No Female 550851_020    569       0.000   No   Yes
1311   No Female 550418_010    638    3000.000   No   Yes
1312   No   Male 553743_020    804   10000.000   No   Yes
1313   No   Male 550930_010    675   93680.000  Yes    No
1314   No   Male 555156_020    643  106000.000  Yes   Yes
1315   No Female 555053_020    937   25320.000  Yes    No
1316   No Female 554899_020    476   33460.000  Yes   Yes
1317   No   Male 555891_010    676   17964.000  Yes   Yes
1318   No Female 552734_010    644   17424.000   No   Yes
1319   No Female 559785_020    679   75563.157   No   Yes
1320   No   Male 550428_010    713   55000.000   No   Yes
1321   No   Male 554427_010    637  200100.000   No   Yes
1322   No Female 554069_020    722   13200.000   No    No
1323   No Female 555215_010    619       0.000   No   Yes
1324   No   Male 559878_010   1014   36682.528  Yes   Yes
1325   No Female 557997_010    655  819600.000  Yes   Yes
1326   No Female 558366_020    639  150000.000   No   Yes
1327   No Female 552816_020    812       0.000   No   Yes
1328   No Female 550605_010    789   17661.151  Yes   Yes
1329   No Female 557882_010    633   10080.000   No   Yes
1330   No Female 550143_010    910   45503.939   No   Yes
1331   No   Male 551712_010    872   60340.000   No   Yes
1332   No Female 555792_010    687  299440.000   No   Yes
1333   No Female 555777_010    653   21001.000   No    No
1334   No Female 556666_020    568  189000.000   No    No
1335   No Female 554847_010    627    3600.000   No   Yes
1336   No Female 557883_010    639   93003.000   No   Yes
1337   No Female 553273_010    659   56000.000  Yes   Yes
1338   No Female 559044_020    722  173000.000   No   Yes
1339   No   Male 559315_010    636   31000.000  Yes    No
1340   No   Male 556531_010    706   40950.000  Yes   Yes
1341   No   Male 552822_020    630  318283.858   No   Yes
1342   No   Male 555103_010    648   29100.000  Yes   Yes
1343   No Female 553627_010    627  155000.000   No    No
1344   No Female 558174_010    961  142650.000   No   Yes
1345   No   Male 552065_010    845   18278.000   No   Yes
1346   No   Male 559567_020    717   37181.174  Yes    No
1347   No Female 558290_020    629  353005.511   No   Yes
1348   No   Male 555439_010    620  160644.000   No   Yes
1349   No Female 556921_010    877   28264.000   No    No
1350   No Female 559928_010    638    3820.000   No   Yes
1351   No   Male 555037_010    615   72000.000   No   Yes
1352   No Female 554550_010    610   53400.000   No    No
1353   No   Male 555349_010    687  116500.000   No    No
1354   No Female 551878_010    769   44485.048  Yes   Yes
1355  Yes   Male 556573_010    865  124589.000  Yes    No
1356  Yes   Male 555354_010    935   29436.000   No    No
1357   No Female 556990_010    630   70000.000   No   Yes
1358   No   Male 550736_010    988   47520.000   No    No
1359   No Female 557349_020    595  110000.000   No   Yes
1360   No Female 553273_010    659   55400.000  Yes   Yes
1361   No   Male 557624_020    672   21800.000   No   Yes
1362   No Female 555115_010    868   45784.000   No    No
1363   No Female 555441_020    725   52774.571   No   Yes
1364   No Female 557824_010    797  125000.000   No   Yes
1365   No Female 557140_010    623   56000.000   No   Yes
1366   No Female 558737_010    849   47000.000   No    No
1367   No Female 557751_010    700   93200.000   No   Yes
1368   No Female 559877_020    556    5812.000   No   Yes
1369   No Female 559603_020    787  105000.000   No   Yes
1370   No Female 551156_020    535  194127.867   No    No
1371   No   Male 559600_010    654   70000.000   No   Yes
1372   No Female 550155_010    643  340000.000   No    No
1373   No   Male 559080_020    588   20568.000  Yes    No
1374   No Female 554026_010    694   12360.000  Yes    No
1375   No Female 554413_010    781   14880.000   No   Yes
1376   No Female 554789_010    759  148320.000   No   Yes
1377   No Female 550093_020    762  267060.000   No   Yes
1378   No Female 551923_010    641  109000.000   No   Yes
1379   No   Male 556433_010    670       0.000   No    No
1380   No Female 550418_010    638    3000.000   No   Yes
1381  Yes Female 555286_010   1050   16757.841   No   Yes
1382   No Female 550683_010    636  301201.732  Yes   Yes
1383   No   Male 555463_020   1016   12728.443  Yes    No
1384   No Female 551069_010    900   24132.000  Yes   Yes
1385   No Female 555586_010    657   29200.000   No   Yes
1386   No Female 557664_010    964   54000.000  Yes   Yes
1387   No   Male 554213_010    646  149048.000   No   Yes
1388   No   Male 552681_020    613   51384.000   No   Yes
1389   No   Male 559586_010    664  130000.000   No   Yes
1390   No Female 553837_020    863   77010.000  Yes   Yes
1391   No Female 556806_010    848   24400.000   No    No
1392   No   Male 555332_010    660  107054.866   No   Yes
1393   No Female 558157_010    622   89300.000  Yes    No
1394   No Female 551179_020    689  250080.000   No   Yes
1395   No Female 556606_010    668   40012.000   No   Yes
1396   No Female 557630_010    629   55000.000  Yes    No
1397   No Female 557213_010    785    7320.000   No   Yes
1398   No   Male 559103_010    626  353005.511   No   Yes
1399   No Female 551512_010    780   19320.000   No   Yes
1400   No   Male 558049_010    818   63915.000   No   Yes
1401   No Female 556424_020    543   49240.000  Yes    No
1402   No   Male 556179_010    652  108040.000   No   Yes
1403   No Female 557518_010    698  124589.000   No   Yes
1404   No   Male 551735_020    617  276881.000   No   Yes
1405   No Female 550514_020    618   53616.000   No   Yes
1406   No Female 555460_010    640   22500.000   No   Yes
1407   No   Male 553446_010    605   17661.151   No    No
1408   No Female 558602_010    733   53384.000   No    No
1409   No   Male 557557_010    647   35944.967   No   Yes
1410   No   Male 552306_020    607  187800.000  Yes   Yes
1411   No Female 550790_020    568  445000.000   No   Yes
1412   No   Male 559963_010    658  124353.000  Yes   Yes
1413   No   Male 558390_010    658  128000.000   No    No
1414   No   Male 553765_010    650   67000.000   No   Yes
1415   No   Male 556135_010    645   40000.000  Yes   Yes
1416   No Female 558935_010    794    8400.000   No   Yes
1417   No Female 557751_010    700   93424.188   No   Yes
1418   No Female 555405_010    637   70000.000   No   Yes
1419   No Female 554318_010    955   57872.869   No    No
1420   No   Male 550943_010    753    3360.000  Yes   Yes
1421  Yes   Male 559785_010    677   75563.157  Yes   Yes
1422   No   Male 559283_020    621   52668.000   No   Yes
1423   No Female 554717_010    663    2304.000   No   Yes
1424   No   Male 550962_020    625   46793.034  Yes   Yes
1425   No Female 555441_020    650   52306.909   No   Yes
1426   No   Male 558679_020    625  217200.000   No    No
1427   No Female 553951_020    629   76033.000   No    No
1428   No   Male 559445_010    671   13149.386   No    No
1429   No   Male 553443_010    814   50000.000  Yes    No
1430   No Female 556536_010    647   14508.000  Yes    No
1431   No Female 552548_010    780   84012.000   No   Yes
1432   No Female 559484_020    641  127000.000   No   Yes
1433   No   Male 551744_010    660  194080.000   No   Yes
1434  Yes Female 558664_010    693   67400.000  Yes   Yes
1435   No Female 557802_010    807   41208.000   No   Yes
1436   No Female 554302_010    887   30174.637  Yes   Yes
1437   No   Male 556758_010    644   40000.000   No   Yes
1438   No   Male 559470_020    836   17328.000  Yes   Yes
1439   No Female 553432_010    860   38475.624   No    No
1440   No Female 555427_010    851   25405.000  Yes    No
1441   No   Male 559722_010    635  312198.000   No   Yes
1442   No   Male 551098_010    650  285240.000   No    No
1443   No Female 553738_010    924   22800.000   No    No
1444   No   Male 557785_010    628  181200.000   No    No
1445   No   Male 555375_010    715   40000.000   No   Yes
1446   No   Male 550038_010    640   72000.000  Yes   Yes
1447   No   Male 556018_020    638   55000.000   No   Yes
1448   No   Male 559793_010    654   98030.000   No    No
1449   No Female 551169_010    681   24000.000   No   Yes
1450   No Female 559350_010    653   77010.000   No    No
1451   No Female 551781_010    670   16816.000   No   Yes
1452   No   Male 557036_010    615   56764.000  Yes    No
1453  Yes Female 557269_010    706   75700.000   No   Yes
1454   No Female 557699_010    619   10920.000   No    No
1455   No Female 558450_020    637  160080.000   No   Yes
1456   No   Male 554845_020    810   95824.000   No   Yes
1457   No   Male 557538_020    739    4320.000   No   Yes
1458   No Female 558142_010    990   13200.000  Yes   Yes
1459   No Female 551748_010    661   99472.590   No   Yes
1460   No   Male 559420_010    556  109000.000   No   Yes
1461   No   Male 555339_010    649       0.000   No   Yes
1462   No   Male 554680_010    786    2880.000   No   Yes
1463   No Female 551025_020    706   61200.000   No   Yes
1464   No Female 553508_010    663    1681.298   No    No
1465   No Female 558039_010    760    3000.000  Yes   Yes
1466   No Female 555601_010    700   58286.511  Yes   Yes
1467   No Female 550745_010    620  126600.000   No    No
1468   No Female 555331_020    560  145400.000   No   Yes
1469   No   Male 550155_020    601  340000.000   No   Yes
1470  Yes   Male 559616_010    638   56800.000   No   Yes
1471   No Female 559814_010    669  223349.581   No   Yes
1472   No Female 557322_020    800  119220.000   No    No
1473   No   Male 555176_010    789   78500.000   No   Yes
1474   No Female 558191_020    567  243000.000   No   Yes
1475   No Female 557139_010    850   10344.000  Yes   Yes
1476   No   Male 553623_020    772   85488.000   No   Yes
1477   No   Male 553670_010    627 1800012.000   No    No
1478  Yes Female 557269_010    707   75563.157   No   Yes
1479   No Female 551529_010    992   20280.000   No    No
1480   No Female 559283_010    643   52700.000   No   Yes
1481   No Female 554540_010    681   89008.000   No    No
1482   No   Male 550428_010    685   55308.000   No   Yes
1483  Yes Female 557097_010    635   16460.606   No   Yes
1484   No   Male 552748_020    774   30436.000   No    No
1485   No Female 558693_010    630   72000.000  Yes   Yes
1486   No   Male 553118_020    607   28932.000   No    No
1487   No Female 558039_010    760    2880.000  Yes   Yes
1488   No Female 556993_020    564  185000.000   No   Yes
1489   No   Male 556325_010    658   83000.000   No   Yes
1490   No Female 559818_010    652   23520.000   No   Yes
1491  Yes   Male 552482_020    745   51200.000   No   Yes
1492   No   Male 551104_010    670   19852.000   No    No
1493   No   Male 554471_010    612  123759.964   No   Yes
1494   No Female 552429_010    787   55000.000   No   Yes
1495   No Female 555115_010    878   45500.000   No    No
1496   No   Male 554486_020    873   50551.154   No   Yes
1497   No Female 554312_010    679   51000.000   No   Yes
1498   No Female 558797_010    626  211696.111   No    No
1499  Yes   Male 550889_010    633    3000.000  Yes    No
1500   No Female 558532_010    613   60400.000   No   Yes
1501   No   Male 553778_020    797  127000.000  Yes   Yes
1502   No Female 559391_010   1086    4688.000   No   Yes
1503   No   Male 555844_010    644   64000.000   No   Yes
1504   No   Male 553790_020    667  160644.000   No   Yes
1505   No Female 550962_010    642   47000.000   No   Yes
1506   No Female 550817_010    912   23184.000  Yes   Yes
1507   No Female 557885_020    744  103000.000  Yes   Yes
1508   No   Male 552822_010    630  318283.858   No   Yes
1509   No   Male 553512_010    661  114000.000   No    No
1510   No Female 559471_010    711       0.000   No   Yes
1511   No   Male 552490_010    862    5040.000   No    No
1512   No   Male 557814_010    635  325480.000   No   Yes
1513   No   Male 555702_010    720   93000.000   No   Yes
1514  Yes Female 550362_010    671    2520.000  Yes    No
1515   No Female 551335_020    601  269682.462  Yes   Yes
1516  Yes Female 556964_010    679   36600.000  Yes   Yes
1517   No   Male 556149_010    714   16596.000   No   Yes
1518   No Female 558594_010    668    9480.000   No   Yes
1519   No Female 554252_020    586  101400.000   No   Yes
1520   No   Male 559445_010    671   13128.000   No    No
1521   No   Male 557226_010    930   17520.000   No    No
1522   No   Male 552648_020    799   15948.000  Yes    No
1523  Yes Female 550421_010    901   15948.000   No    No
1524   No   Male 551686_020    638   72000.000   No   Yes
1525   No   Male 553114_020    625  157200.000   No   Yes
1526   No   Male 552911_010    623   55000.000   No   Yes
1527   No   Male 554591_020    579  126800.000   No   Yes
1528   No Female 551863_020    745   85488.000   No   Yes
1529   No Female 551412_020    674   72872.000   No   Yes
1530   No Female 554717_010    663    2500.000   No   Yes
1531   No Female 553393_010    630    6648.000   No    No
1532   No Female 553911_010    964   10080.000   No    No
1533   No   Male 559963_010    657  124353.000  Yes   Yes
1534   No Female 551155_010    543   68095.000   No    No
1535   No Female 550536_010    927  115000.000   No   Yes
1536   No   Male 551346_010    687       0.000   No   Yes
1537  Yes   Male 557411_020    618   33020.000  Yes   Yes
1538   No Female 557484_020    626  228032.000   No    No
1539   No Female 557617_010    780   73510.000  Yes   Yes
1540   No Female 550320_010    628   11208.000   No    No
1541   No   Male 556686_020    839   69120.000  Yes   Yes
1542   No   Male 550880_010    662   49800.000  Yes    No
1543   No   Male 550609_010    665  114656.000   No   Yes
1544   No Female 550272_010    665   47521.893   No   Yes
1545   No Female 551843_010    683  153000.000   No    No
1546   No Female 559471_010    709       0.000   No   Yes
1547   No   Male 552028_020    625  303916.197   No   Yes
1548   No Female 553925_010    989    8400.000   No    No
1549   No   Male 550581_020    797   22564.000   No   Yes
1550   No Female 554408_010    656  180640.000   No   Yes
1551   No   Male 553014_020    868  237050.000   No   Yes
1552   No Female 559157_020    853   10348.000   No   Yes
1553   No   Male 557595_010    836   30300.000  Yes   Yes
1554   No   Male 554432_020    868  109120.000   No   Yes
1555   No   Male 557551_010    647  110300.000   No   Yes
1556   No Female 553710_010    626   21936.000   No   Yes
1557   No Female 555785_020    503   30600.000   No    No
1558   No Female 557615_010    629  102020.000   No   Yes
1559   No   Male 558286_010    691    9480.000   No   Yes
1560   No   Male 555560_010    699   85180.000   No    No
1561   No   Male 551735_020    621  276570.000   No   Yes
1562   No Female 550419_010   1058   25260.000   No   Yes
1563  Yes Female 552892_020    725   92000.000   No   Yes
1564   No Female 550817_010    913   23120.000  Yes   Yes
1565   No Female 557396_010    825   17324.000   No    No
1566   No   Male 554365_010    778     300.000  Yes   Yes
1567   No Female 558552_010    783   70520.000   No    No
1568   No Female 555489_020    706  129000.000   No   Yes
1569   No   Male 559806_020    649   55000.000  Yes   Yes
1570   No Female 552292_010    692   10920.000  Yes    No
1571   No Female 552819_010    669  277200.000   No   Yes
1572   No Female 559467_020    669  357000.000   No   Yes
1573   No   Male 555341_010    673   23748.000  Yes   Yes
1574   No Female 553884_010    610   37700.000   No    No
1575   No   Male 554604_010    623   21770.862   No   Yes
1576   No   Male 555137_010    746   14160.000   No   Yes
1577   No Female 556471_010    791   43000.000   No   Yes
1578   No Female 554604_020    621   21600.000   No   Yes
1579  Yes Female 558103_010    619     804.000   No    No
1580   No   Male 550445_010   1008  155580.000   No   Yes
1581   No Female 558366_010    675  150000.000   No   Yes
1582   No Female 554885_010    791   33460.000  Yes    No
1583   No Female 554506_010    914   18048.000   No    No
1584   No   Male 555962_010    864   29600.000  Yes    No
1585   No Female 556079_010    662   44485.048  Yes    No
1586   No   Male 550201_020    486  280020.000   No   Yes
1587   No Female 550233_010    778   25320.000  Yes   Yes
1588   No   Male 550554_010    624   72872.000   No   Yes
1589   No Female 557642_010    678   67000.000   No   Yes
1590   No Female 550218_020    689  168400.000   No    No
1591   No Female 554344_020    844   58286.511  Yes    No
1592   No Female 555765_010    655  100315.000   No    No
1593   No Female 559990_010    656   50000.000   No   Yes
1594   No   Male 559094_010    642   26268.000   No   Yes
1595   No   Male 554903_010    746   45152.000   No   Yes
1596   No Female 558316_010    841   25600.000  Yes    No
1597   No Female 556833_010    651   73000.000   No   Yes
1598   No Female 557882_010    633   10000.000   No   Yes
1599   No Female 555911_010    617   18030.697   No   Yes
1600   No   Male 556513_010    725   30332.902   No   Yes
1601   No Female 552693_010    659   29576.000  Yes    No
1602   No   Male 557322_020    839  119000.000   No    No
1603   No Female 559190_020    649  145200.000   No   Yes
1604   No   Male 558543_020    776  276400.000  Yes   Yes
1605   No   Male 552646_010    626  130000.000   No    No
1606   No Female 550181_010    666   55308.000   No    No
1607   No   Male 553321_010    746   29700.000   No   Yes
1608   No   Male 559698_010    616  402720.000   No   Yes
1609   No   Male 552395_010   1022    9600.000   No   Yes
1610  Yes Female 556345_010    755   21708.000  Yes    No
1611   No   Male 550201_010    633  285240.000   No   Yes
1612   No   Male 555844_010    644   64376.000   No   Yes
1613   No Female 557349_020    597  110000.000   No   Yes
1614   No   Male 555215_020    619       0.000   No   Yes
1615   No Female 559506_010    665   96004.000  Yes   Yes
1616   No Female 558441_010    640  299440.000   No   Yes
1617   No   Male 554163_010    678  325480.000   No   Yes
1618   No   Male 553114_020    611  155000.000   No   Yes
1619  Yes Female 551143_020    607   27600.000   No   Yes
1620   No Female 551048_010    648   74020.000   No    No
1621   No   Male 555952_010    612  102929.000  Yes    No
1622   No Female 558144_010    657   18840.000   No   Yes
1623   No Female 559270_010    625       0.000   No   Yes
1624  Yes Female 553699_010    758   10920.000   No    No
1625   No Female 557710_010   1048   34800.000   No    No
1626   No   Male 551098_010    650  281000.000   No    No
1627   No Female 552852_010    729  102200.000   No   Yes
1628   No   Male 558837_010    808     250.000   No   Yes
1629   No   Male 559839_010    638  378052.138   No    No
1630   No Female 552648_010    769   15948.000  Yes   Yes
1631   No   Male 555209_010    633  360000.000   No   Yes
1632   No Female 553761_010    653   19040.000   No   Yes
1633   No   Male 555797_010    622    1980.000   No   Yes
1634   No   Male 558155_010    707   16320.000   No    No
1635   No   Male 558646_010    772   19852.000   No   Yes
1636   No Female 555215_010    619       0.000   No   Yes
1637   No   Male 555073_010    706  212942.661  Yes   Yes
1638   No Female 552363_020    591   76000.000   No   Yes
1639   No Female 555065_010    659  194127.867   No    No
1640   No   Male 553280_010    648   50000.000   No    No
1641   No Female 553327_010    622   12660.000  Yes   Yes
1642   No Female 557460_010    918   40410.370   No    No
1643   No   Male 556441_010    711   20000.000   No   Yes
1644   No   Male 555780_010    819   89008.000   No   Yes
1645   No   Male 555166_010    648    5484.000   No   Yes
1646   No Female 554398_010    643   21120.000   No   Yes
1647   No   Male 557792_010    621  244738.170   No   Yes
1648   No Female 557152_020    631   83000.000   No    No
1649   No Female 551944_020    631  135000.000   No   Yes
1650   No Female 555553_010    684   62862.000   No   Yes
1651   No Female 556159_010    632  165236.000   No   Yes
1652   No   Male 554481_010    767   55308.000   No    No
1653   No   Male 558953_010    657       0.000   No    No
1654   No   Male 551279_010    651     480.000   No   Yes
1655   No Female 554438_010    747   12168.000  Yes   Yes
1656   No   Male 552059_010    737   28104.000  Yes    No
1657   No   Male 559586_010    664  130244.000   No   Yes
1658   No Female 557544_010    676   87000.000   No   Yes
1659   No Female 557882_010    634   10080.000   No   Yes
1660   No Female 551957_010    623  114820.000   No   Yes
1661   No Female 555603_020    531  535269.708   No    No
1662   No   Male 556668_020    942   23808.000  Yes   Yes
1663   No   Male 559023_010    637   28680.000  Yes    No
1664   No Female 553280_020    476   50000.000   No    No
1665   No   Male 558123_010    969    3492.000   No   Yes
1666   No Female 555073_020    676  212117.637   No   Yes
1667   No   Male 550698_020    805   46000.000  Yes   Yes
1668   No   Male 558694_020    642  347933.333   No   Yes
1669   No   Male 553413_020    771   87000.000  Yes   Yes
1670   No Female 558410_010    616  194080.000   No   Yes
1671   No Female 550015_020    597   90000.000   No   Yes
1672   No   Male 559932_010    903   27948.000  Yes   Yes
1673   No Female 551975_020    621  104400.000   No   Yes
1674   No   Male 551080_010    839   50000.000   No   Yes
1675   No   Male 551803_010    641  175601.000   No   Yes
1676   No Female 553849_010    925   16212.000  Yes    No
1677  Yes   Male 556057_010    793   38220.000   No   Yes
1678   No   Male 552306_020    609  189003.000  Yes   Yes
1679   No   Male 552613_010    619   76000.000   No   Yes
1680  Yes   Male 555071_020    579  124589.000   No   Yes
1681   No   Male 556799_020    605  210000.000  Yes    No
1682   No Female 550223_010    668    9840.000   No   Yes
1683   No   Male 558693_020    649   72180.000  Yes   Yes
1684  Yes   Male 555506_010    605   25249.061   No    No
1685   No   Male 553881_010    713   58469.605   No   Yes
1686   No Female 553920_010    637  228032.000   No   Yes
1687   No   Male 559734_010    663  109000.000   No    No
1688   No Female 551123_010    888   24112.000   No   Yes
1689   No Female 558344_010    649   75510.095  Yes   Yes
1690   No   Male 550524_010    839   51539.746   No   Yes
1691   No   Male 552692_010    625  510720.000   No   Yes
1692   No Female 557061_010    644   20908.000   No   Yes
1693   No   Male 558849_010    650  115000.000   No    No
1694   No   Male 551126_010    635    4375.497  Yes    No
1695   No Female 559321_010    640   40048.000   No    No
1696   No   Male 558419_010    806   53428.000  Yes    No
1697   No   Male 552963_010    638   15048.000   No    No
1698   No   Male 556276_020    625   93000.000   No   Yes
1699   No Female 558445_010    687       0.000   No   Yes
1700   No   Male 550156_020    612  289000.000  Yes    No
1701   No Female 556760_010    607  770537.149   No   Yes
1702   No Female 559479_010    637   60000.000   No    No
1703   No   Male 558120_010    811   15048.000   No   Yes
1704   No Female 552837_010    617   74300.000   No    No
1705   No   Male 552028_020    625  310440.000   No   Yes
1706   No   Male 554880_010    717    2136.000   No   Yes
1707   No   Male 559513_020    788   90000.000  Yes   Yes
1708   No Female 554427_020    595  202312.000   No   Yes
1709   No   Male 559867_010    804  299440.000   No   Yes
1710  Yes Female 557624_010    667   21760.000   No   Yes
1711   No   Male 553060_020    628  117050.000   No   Yes
1712   No Female 553014_020    731  233054.000  Yes    No
1713  Yes Female 552892_020    725   92000.000   No   Yes
1714   No Female 558884_010    714  153404.000  Yes   Yes
1715   No Female 557858_010    626   17424.000   No    No
1716   No Female 550385_010    781   28717.537   No    No
1717   No Female 551191_010   1007   18049.141  Yes    No
1718   No Female 554842_010    837       0.000  Yes    No
1719   No Female 556090_010    611   77010.000   No   Yes
1720   No   Male 552836_020    677  218690.633   No   Yes
1721   No   Male 559487_010    898   36600.000   No    No
1722   No Female 550043_010    903   27524.000   No    No
1723   No Female 556493_010    719   26420.000   No   Yes
1724   No Female 554627_010    754   79000.000   No   Yes
1725   No   Male 554092_010    892   43760.000   No   Yes
1726   No Female 556394_010    691   31200.000   No    No
1727  Yes Female 558103_010    619     750.000   No    No
1728   No   Male 557842_020    613   30000.000  Yes    No
1729   No Female 556499_010    754   53384.000   No   Yes
1730   No Female 556137_010    729   33020.000   No   Yes
1731   No Female 553351_010    643   13488.000   No   Yes
1732   No   Male 555441_010    649   52774.571   No   Yes
1733   No   Male 554301_020    590  109000.000   No   Yes
1734   No Female 552300_020    676  185000.000   No   Yes
1735   No Female 551150_010    888       0.000   No   Yes
1736  Yes   Male 555071_020    586  124589.000   No   Yes
1737   No Female 556845_010    655  120000.000   No   Yes
1738   No   Male 559598_010    686  379754.958   No    No
1739  Yes   Male 558154_010    673       0.000   No   Yes
1740   No   Male 550985_020    654  130252.000   No    No
1741   No   Male 559831_020    972  225012.000  Yes    No
1742   No Female 552479_020    490  200100.000  Yes   Yes
1743   No   Male 552753_010    642  111600.000   No   Yes
1744   No Female 558897_010    618   12300.000   No    No
1745   No   Male 550047_010    656  110752.000   No   Yes
1746   No   Male 553793_010    666   50000.000   No   Yes
1747   No Female 556833_010    651   73283.240   No   Yes
1748   No   Male 551459_020    794   80500.000  Yes   Yes
1749   No Female 555603_020    520  534004.000   No    No
1750   No   Male 555788_010    804   87000.000   No    No
1751  Yes   Male 554862_010    671   11748.000   No   Yes
1752   No Female 559227_020    603  103606.365   No   Yes
1753   No Female 552529_020    660  134952.000   No   Yes
1754  Yes Female 559121_010    681    5000.000  Yes   Yes
1755   No   Male 550410_010    608  100000.000   No    No
1756   No Female 556143_010    706   33036.000   No    No
1757   No   Male 554238_020    908   62000.000   No   Yes
1758  Yes Female 550362_010    671    2400.000  Yes    No
1759   No Female 559425_020    636   87750.000   No   Yes
1760   No Female 554793_010    770   38536.101  Yes   Yes
1761   No   Male 550233_010    800   25260.000  Yes   Yes
1762   No Female 554740_010    706       0.000  Yes   Yes
1763   No Female 553570_020    476   46656.000  Yes   Yes
1764   No Female 553166_020    988   15920.000  Yes    No
1765   No Female 555244_010    725   20648.000  Yes    No
1766   No   Male 553055_010    756   40498.000  Yes   Yes
1767   No   Male 550254_010    674    5760.000   No   Yes
1768   No Female 557391_010    879   24960.000   No    No
1769   No   Male 556352_010    703   61200.000   No   Yes
1770   No Female 555545_020    721    3480.000   No   Yes
1771   No Female 550686_010    701   28600.000   No    No
1772   No   Male 555310_010    922    2500.000   No    No
1773   No   Male 555545_010    721    3576.000   No   Yes
1774   No   Male 556073_010    780   10968.000  Yes    No
1775   No Female 553890_010    656   55040.000   No   Yes
1776   No   Male 550254_010    674    5000.000   No   Yes
1777   No   Male 559315_010    636   31200.000  Yes    No
1778   No Female 556154_020    656  257212.000   No    No
1779   No   Male 556873_010    840  131020.000  Yes   Yes
1780   No   Male 552633_010    735   20000.000  Yes   Yes
1781   No   Male 559893_010    748    1000.000  Yes    No
1782   No   Male 555515_010    635   70512.000   No   Yes
1783   No Female 554548_010    738   79000.000  Yes    No
1784  Yes   Male 550356_010    658   24112.000  Yes    No
1785   No Female 554724_020    817   50607.954   No   Yes
1786   No   Male 551203_010    683   67000.000   No   Yes
1787   No   Male 554448_010    776   36600.000  Yes   Yes
1788  Yes Female 556266_010    685   12600.000  Yes    No
1789   No Female 553482_010    688   21048.000  Yes   Yes
1790   No   Male 556445_010    699   21600.000  Yes    No
1791   No Female 552917_010    676  407606.754   No   Yes
1792   No Female 552840_010    635   37181.174   No   Yes
1793   No   Male 558237_010    660   22763.401  Yes   Yes
1794   No Female 551505_010    895    9672.000   No    No
1795   No   Male 552818_010    684 1015012.000   No   Yes
1796   No   Male 559023_010    637   28637.869  Yes    No
1797   No Female 557690_010    721   24600.000  Yes    No
1798   No Female 558532_010    616   60475.000   No   Yes
1799   No   Male 553399_010    861  209782.624   No    No
1800   No   Male 555441_010    650   52700.000   No   Yes
1801   No Female 558668_010    640   78764.000  Yes   Yes
1802   No   Male 557909_010    635   51700.000   No   Yes
1803   No Female 557795_010    995   15826.395   No    No
1804   No Female 559964_010    798   15624.000   No    No
1805  Yes Female 558951_020    654   91520.000   No    No
1806   No Female 556179_020    543  108112.000  Yes   Yes
1807   No Female 559346_010    876   83600.000   No   Yes
1808   No Female 557710_010   1045   34674.064   No    No
1809   No   Male 551746_010    624   52000.000   No    No
1810   No   Male 558413_020    612  186600.000   No   Yes
1811   No Female 557126_020    609   99472.590   No   Yes
1812   No Female 553443_020    739   50212.000  Yes   Yes
1813   No Female 554517_010    684       0.000   No   Yes
1814   No   Male 559301_010    607   42000.000   No   Yes
1815   No Female 553086_010    814   18231.333  Yes    No
1816   No   Male 553826_020    712  175000.000   No   Yes
1817   No   Male 551957_020    621  114656.000   No   Yes
1818   No   Male 555241_010    635   14400.000   No   Yes
1819   No   Male 555749_010    661   10252.000   No    No
1820   No Female 554624_010   1097   25800.000  Yes    No
1821   No Female 559691_010    610   71000.000   No    No
1822   No   Male 559839_010    638  369257.048   No    No
1823   No Female 557882_010    627   10000.000   No   Yes
1824   No   Male 558747_010    658   13200.000  Yes    No
1825   No Female 556260_020    689  148060.000   No   Yes
1826   No   Male 557141_010    638   96428.000  Yes   Yes
1827   No Female 554203_010    658  191000.000   No   Yes
1828   No Female 557219_010    630   82020.000   No   Yes
1829   No Female 557198_010    671  133000.000   No   Yes
1830   No Female 556240_020    618   15160.000   No   Yes
1831   No   Male 550554_010    624   72600.000   No   Yes
1832  Yes Female 551057_010    924   15048.000   No    No
1833   No   Male 551450_010    682  340000.000   No    No
1834   No Female 553294_020    523   54652.000  Yes    No
1835   No Female 556869_010    886   70060.000  Yes    No
1836   No Female 559861_020    667  223349.581   No   Yes
1837  Yes Female 556138_010    713    8000.000   No   Yes
1838   No   Male 552828_010    636  303916.197   No   Yes
1839   No Female 550873_010    624  123320.000  Yes   Yes
1840   No Female 554238_020    909   62412.000   No    No
1841   No   Male 552482_010    756   51253.000   No   Yes
1842   No   Male 559963_010    656  124589.000  Yes   Yes
1843   No   Male 556288_020    891  308584.288   No   Yes
1844   No   Male 555336_010    791   35000.000   No   Yes
1845   No   Male 551450_010    682  344000.000   No    No
1846   No Female 553435_010    911   27450.000   No   Yes
1847   No Female 551723_010    778   27140.000   No   Yes
1848   No   Male 551238_010    646   72872.000   No   Yes
1849   No   Male 559968_010    650  115000.000   No   Yes
1850   No Female 552228_020    654   12000.000   No   Yes
1851   No Female 557198_010    671  132036.000   No   Yes
1852   No   Male 559301_020    527   42000.000   No   Yes
1853   No Female 551483_010    797   12000.000  Yes    No
1854   No Female 559387_010    646   33204.000  Yes   Yes
1855   No   Male 558602_020    767   53384.000  Yes   Yes
1856   No   Male 550524_010    838   51700.000   No   Yes
1857  Yes Female 558069_010    810   30000.000   No   Yes
1858  Yes Female 557754_010    778   18895.000  Yes   Yes
1859   No Female 558266_010    680   45000.000   No   Yes
1860   No Female 556545_010    631    3900.000   No   Yes
1861   No Female 558309_010    988   12420.000   No   Yes
1862   No   Male 554667_010    627  236000.000   No    No
1863   No   Male 558268_010    629   31200.000   No   Yes
1864   No Female 558693_010    630   72000.000  Yes   Yes
1865   No Female 553248_010    828   65000.000   No    No
1866   No   Male 557721_020    647   60400.000   No    No
1867   No   Male 557131_020    836  112500.000  Yes   Yes
1868   No   Male 550063_010    631   33800.000   No   Yes
1869   No Female 550759_010    830   17650.000   No   Yes
1870   No Female 552050_010    684   17412.000  Yes    No
1871   No Female 555216_020    842   44485.048  Yes   Yes
1872   No Female 555785_020    499   30600.000   No    No
1873   No Female 552812_020    654  153404.000  Yes   Yes
1874   No Female 557842_010    632   30000.000  Yes    No
1875   No Female 559329_020    545  188000.000   No   Yes
1876   No   Male 552231_020    650  102000.000   No   Yes
1877   No   Male 554690_020    596  120000.000   No   Yes
1878   No Female 556549_010    868   13368.000  Yes    No
1879   No Female 559649_010    722   53400.000   No   Yes
1880   No   Male 559793_010    654   98030.000   No    No
1881   No Female 554129_020   1081   96351.675   No   Yes
1882   No Female 550904_020    564  455562.777   No   Yes
1883   No Female 553241_020    564  106000.000   No   Yes
1884   No Female 552949_010    648  134000.000   No    No
1885   No   Male 552100_010    758  177000.000   No   Yes
1886   No   Male 558837_020    808       0.000   No   Yes
1887   No   Male 556477_010    638   13070.612  Yes   Yes
1888   No Female 558082_010    989   15600.000   No    No
1889   No Female 554250_010    927  110300.000   No   Yes
1890   No Female 551110_010    824   13860.000   No    No
1891   No   Male 557721_020    643   60200.000   No    No
1892  Yes Female 557407_010    639   43270.000  Yes    No
1893  Yes Female 553424_010    636   51682.000  Yes   Yes
1894   No Female 558284_010    972   35944.967  Yes    No
1895   No   Male 557253_010    892   30600.000  Yes   Yes
1896   No   Male 558991_010    626   40100.000   No    No
1897   No Female 557126_020    609   99472.590   No   Yes
1898   No   Male 556509_010    960   15500.000  Yes   Yes
1899   No Female 559227_020    605  102680.000   No   Yes
1900   No Female 559484_020    634  126000.000   No   Yes
1901   No Female 558004_010    637  102000.000   No   Yes
1902   No Female 550904_020    566  430400.000   No   Yes
1903   No   Male 551024_010    951   18400.000  Yes   Yes
1904   No Female 550783_010   1016   20880.000   No    No
1905   No Female 559691_010    607   70800.000   No    No
1906   No   Male 552745_010    635   84012.000   No    No
1907   No   Male 557785_020    627  180112.000   No    No
1908   No Female 556126_010    616   22217.000   No   Yes
1909   No Female 559786_020    633   41208.000  Yes    No
1910   No Female 558380_010    758    4688.000   No    No
1911   No   Male 554256_020    669   14040.000   No    No
1912   No Female 559470_010    740   17328.000   No   Yes
1913   No   Male 557775_010    641   58469.605   No   Yes
1914   No Female 554314_010    669   70000.000   No   Yes
1915   No Female 559762_010    656   73640.000   No   Yes
1916   No   Male 553267_010    856       0.000   No   Yes
1917   No Female 552156_010    783   27140.000   No   Yes
1918   No Female 551286_020    811   65600.000   No   Yes
1919   No Female 558927_010    652   70000.000   No   Yes
1920   No Female 557003_010    676    6260.000   No   Yes
1921   No   Male 556433_010    670       0.000   No    No
1922   No Female 550347_020    601  205002.000   No   Yes
1923   No Female 557385_020    771   31850.000   No   Yes
1924   No Female 555911_010    617   17796.000   No   Yes
1925   No Female 558541_010    833   27450.000   No    No
1926   No Female 557484_020    653  229120.000   No    No
1927   No   Male 557461_020    619  407606.754  Yes   Yes
1928   No Female 552048_010    955    1000.000   No   Yes
1929   No   Male 557223_010    841   30332.902  Yes   Yes
1930   No Female 557034_010    823    3000.000   No    No
1931   No Female 550794_020    662  122036.000  Yes   Yes
1932   No   Male 556433_010    670       0.000   No    No
1933   No   Male 552872_020    774  485600.000   No   Yes
1934   No   Male 556654_010    613   40000.000   No   Yes
1935   No Female 551514_010    656   13608.000   No   Yes
1936   No Female 551761_010    823   31080.000   No   Yes
1937   No   Male 553948_020    803  117228.000  Yes   Yes
1938   No Female 552690_010    726   15252.000  Yes    No
1939   No Female 554939_010    708   38220.000   No   Yes
1940   No Female 555311_020    566  510720.000   No    No
1941   No Female 557425_010    656   40632.000   No   Yes
1942   No Female 553393_010    630    6800.000   No    No
1943   No   Male 558315_020    687  190420.000   No    No
1944   No   Male 551305_010    649  198000.000   No   Yes
1945   No Female 559905_010    611    3959.941   No    No
1946   No   Male 558826_010    883   18231.333  Yes    No
1947   No Female 550790_020    567  430400.000   No   Yes
1948   No Female 552025_010    619  117000.000   No   Yes
1949   No   Male 554195_010    722   50607.954   No    No
1950   No   Male 554628_010    647   13806.325   No    No
1951   No Female 559806_010    773   55000.000   No    No
1952   No Female 551564_010    655   29700.000   No   Yes
1953   No Female 554069_020    722   13097.695   No    No
1954   No Female 551767_010    643   37836.000  Yes    No
1955   No   Male 556484_010    685   60000.000  Yes   Yes
1956   No Female 556367_010    666   17952.000   No    No
1957   No Female 556141_020    891   75700.000  Yes    No
1958   No Female 553715_010    740    2000.000  Yes    No
1959   No Female 551261_010    651   28000.000   No    No
1960   No Female 555872_010    677   70000.000   No   Yes
1961   No Female 555473_010    768    3600.000   No   Yes
1962   No Female 552548_010    780   83600.000   No   Yes
1963  Yes Female 551057_010    925   14796.000   No    No
1964   No Female 554427_020    595  199200.000   No   Yes
1965   No   Male 557386_010   1066   12492.000   No   Yes
1966  Yes Female 559512_010   1200   18108.000   No   Yes
1967   No   Male 555311_010    617  486747.804   No    No
1968  Yes   Male 550822_010    658   71240.000  Yes   Yes
1969   No   Male 554831_010    845   72000.000   No   Yes
1970   No   Male 558926_010    676  120864.000   No    No
1971  Yes Female 559512_010   1093   18300.000   No   Yes
1972   No   Male 550278_010    816   21760.000  Yes    No
1973   No Female 556545_010    631    4000.000   No   Yes
1974   No   Male 553206_010    656    3240.000  Yes   Yes
1975   No   Male 559704_010    730   24960.000   No    No
1976   No   Male 557721_020    643   60276.000   No    No
1977   No Female 553393_010    630    7000.000   No    No
1978   No Female 551514_010    656   13416.000   No   Yes
1979   No   Male 553826_020    701  175000.000   No   Yes
1980   No Female 550295_010    627   25308.000  Yes   Yes
1981   No Female 551026_010    939   15600.000   No   Yes
1982   No Female 556114_010    633  238400.000   No    No
1983   No Female 553755_010    926   94400.000  Yes   Yes
1984   No Female 557876_010    865   12660.000   No   Yes
1985   No   Male 552468_010    768  124589.000  Yes    No
1986   No Female 557721_010    642   60340.000   No    No
1987   No   Male 558131_010    670  168400.000   No   Yes
1988   No Female 559157_010    852   10197.776   No   Yes
1989   No   Male 557093_010    747   80280.000  Yes   Yes
1990   No Female 558266_010    680   44600.000   No   Yes
1991   No Female 554917_010    794    2760.000   No    No
1992   No Female 558131_020    676  168000.000  Yes   Yes
1993   No Female 555245_010    635    1980.000   No    No
1994   No Female 554345_020    605  178080.000   No   Yes
1995   No Female 558626_020    564   80724.000   No   Yes
1996   No   Male 557773_010    679   52000.000   No    No
1997   No Female 557038_010    820  110300.000   No   Yes
1998   No Female 551087_010    704    3600.000   No    No
1999   No Female 555050_010    636   38000.000  Yes    No
2000   No Female 550845_010    646   53428.000   No    No
2001   No Female 550418_010    638    2700.000   No   Yes
2002   No Female 553327_010    622   12728.443  Yes   Yes
2003   No   Male 555053_010    972   25249.061   No   Yes
2004   No   Male 552053_010    685  155000.000   No   Yes
2005   No Female 552812_020    655  154000.000   No   Yes
2006  Yes   Male 557030_010    990       0.000   No    No
2007   No Female 557673_010    773   47400.000   No   Yes
2008   No Female 551225_010    662   33484.000  Yes    No
2009   No Female 550143_010    912   45421.000   No   Yes
2010   No Female 554354_010    729  186600.000   No    No
2011   No Female 557073_020    784    2149.000   No   Yes
2012   No   Male 551744_020    680  194000.000   No    No
2013   No   Male 557223_010    887   30500.000  Yes   Yes
2014   No Female 558809_010    664   92760.000   No   Yes
2015   No Female 554578_020    651  175012.000   No    No
2016   No   Male 554578_010    666  175012.000   No    No
2017   No Female 551783_010    791  165000.000  Yes   Yes
2018   No   Male 556411_010    615  281000.000   No   Yes
2019   No   Male 550317_010    620   70177.547   No   Yes
2020   No   Male 559586_010    664  129667.915   No   Yes
2021   No   Male 556668_020    891   24000.000  Yes   Yes
2022   No   Male 552776_010    638   12782.635   No   Yes
2023   No Female 559579_020    612  192120.000   No   Yes
2024   No Female 550105_010    860   44302.496  Yes   Yes
2025   No   Male 552223_010    658  779800.000  Yes   Yes
2026   No   Male 558974_010    669   94204.000   No   Yes
2027   No   Male 555805_010    674  248463.477   No   Yes
2028   No   Male 554312_020    677   51384.000  Yes    No
2029   No Female 555780_010    821   88800.000   No   Yes
2030   No Female 555053_020    925   25200.000  Yes    No
2031  Yes   Male 550356_010    656   24112.000  Yes    No
2032   No   Male 550164_020    782  484000.000   No   Yes
2033  Yes Female 559660_010    746    8662.000   No    No
2034   No Female 559477_020    382   31000.000   No    No
2035   No Female 553121_010    677    6960.000   No   Yes
2036   No Female 553815_020    382  171520.000   No   Yes
2037  Yes   Male 557924_010    649  117000.000  Yes   Yes
2038   No   Male 554146_010    752   44485.048   No   Yes
2039   No Female 554121_010    704    2000.000   No    No
2040   No Female 556475_010    860   66040.000   No   Yes
2041   No   Male 550918_010    729   22256.400   No    No
2042   No   Male 559758_010    810   34674.064  Yes    No
2043   No Female 550240_020    844   47960.000  Yes    No
2044   No   Male 556698_010    671  160040.000   No    No
2045   No   Male 553262_010    632   18000.000   No    No
2046   No   Male 557680_010    812   46000.000   No   Yes
2047   No Female 559425_020    635   87680.000   No   Yes
2048   No   Male 557063_020    627  129600.000  Yes   Yes
2049   No Female 551207_010    639    4848.000  Yes   Yes
2050   No Female 558859_010    650   75280.000   No   Yes
2051   No   Male 550228_010    773   15624.000   No   Yes
2052   No   Male 554069_010    804   13070.612   No   Yes
2053   No Female 557842_010    635   30000.000  Yes    No
2054   No Female 559283_010    636   52600.000   No   Yes
2055   No Female 554255_010    675   15480.000   No    No
2056   No   Male 555891_020    667   18000.000  Yes   Yes
2057   No Female 559806_020    601   55212.000   No    No
2058   No   Male 555171_010    949   12372.000   No   Yes
2059   No Female 556533_020    503   79000.000   No    No
2060   No Female 558185_010    660   20100.000  Yes   Yes
2061   No   Male 557152_010    648   83204.000   No    No
2062   No Female 557966_010    653  130000.000   No   Yes
2063   No Female 552638_020    531  136656.000   No   Yes
2064   No Female 551316_010    669    8000.000  Yes    No
2065   No Female 556857_010    617   10344.000   No    No
2066   No Female 559912_020    683  133000.000   No   Yes
2067   No   Male 554363_010    672   67500.000   No    No
2068   No   Male 558693_020    647   72000.000  Yes   Yes
2069   No Female 552648_010    771   15948.000   No   Yes
2070   No Female 559752_010    837   45600.000   No   Yes
2071   No Female 552906_010    619   49100.000  Yes   Yes
2072   No Female 559186_020    567  130000.000   No   Yes
2073   No Female 553623_010    711   85449.191   No    No
2074   No Female 555853_010    868   10476.000   No    No
2075   No   Male 551957_020    621  114656.000   No   Yes
2076   No Female 554517_010    684       0.000   No   Yes
2077   No   Male 554832_010    738   13208.000  Yes   Yes
2078   No   Male 555053_010   1012   25260.000   No   Yes
2079   No Female 553180_010   1053   26400.000   No    No
2080   No Female 557510_020    566   88612.000   No    No
2081   No Female 554075_010    779       0.000   No    No
2082   No Female 559814_010    667  223000.000   No   Yes
2083   No   Male 557544_020    602   87010.000   No   Yes
2084   No   Male 556976_020    573  178528.000   No   Yes
2085   No Female 553738_010    924   22636.000   No    No
2086   No   Male 551459_010    745   80800.000  Yes   Yes
2087   No Female 559653_010    823   31963.035   No   Yes
2088   No Female 559921_010    644   12420.000   No    No
2089   No Female 551833_010    637   83600.000   No   Yes
2090   No   Male 557667_010    661    6457.206  Yes   Yes
2091   No   Male 551080_020    837   50000.000   No   Yes
2092   No   Male 556224_010    812   90000.000   No   Yes
2093   No Female 556271_010    749   13200.000  Yes    No
2094   No   Male 554789_010    788  148320.000  Yes   Yes
2095   No   Male 550964_020    674  637040.695   No   Yes
2096   No Female 554724_020    816   50761.000   No   Yes
2097   No   Male 556994_010    677  175000.000  Yes    No
2098   No Female 554445_010    891   18300.000  Yes   Yes
2099   No Female 555653_010    624  120001.000   No   Yes
2100   No Female 555037_020    418   72000.000   No   Yes
2101  Yes Female 558015_010    775  380300.000   No   Yes
2102   No Female 557470_020    674  233000.000   No   Yes
2103  Yes Female 559369_010    833   14400.000   No   Yes
2104   No Female 556144_020    763  148320.000   No   Yes
2105   No   Male 554345_010    605  178528.000   No   Yes
2106   No Female 553921_010   1093   10000.000   No    No
2107   No   Male 556766_010    605   60000.000   No   Yes
2108   No Female 550385_010    774   28266.534   No    No
2109   No Female 552779_010   1100    6648.000   No   Yes
2110   No   Male 554392_010    784   49400.000  Yes   Yes
2111   No Female 557885_020    650  102784.980  Yes   Yes
2112   No Female 557349_020    597  110000.000   No   Yes
2113   No   Male 559470_010    791   17412.000   No   Yes
2114   No Female 557048_020    586  131016.000   No    No
2115   No   Male 551214_010    797       0.000  Yes   Yes
2116   No Female 552578_020    657  127522.562   No   Yes
2117   No Female 553167_020    618   87000.000  Yes   Yes
2118   No Female 558617_010    691   68000.000  Yes   Yes
2119   No Female 554314_010    669   70012.000   No   Yes
2120   No Female 555706_020    653  130252.000   No   Yes
2121   No Female 550295_010    627   25304.000  Yes   Yes
2122   No   Male 550967_020    767   85000.000  Yes    No
2123   No Female 550962_010    642   47000.000   No   Yes
2124   No   Male 559144_010   1008  208000.000  Yes    No
2125   No Female 555113_020    597   85012.000   No   Yes
2126   No   Male 558974_010    669   94000.000   No   Yes
2127   No Female 559223_020    591   70000.000   No   Yes
2128   No Female 552811_020    722  320000.000   No   Yes
2129   No   Male 551744_010    660  194080.000   No   Yes
2130   No   Male 556402_010    629   15948.000   No    No
2131   No   Male 550291_010    655   18800.000   No   Yes
2132   No Female 550043_010    903   27600.000   No    No
2133   No   Male 554228_020    837   17388.000  Yes   Yes
2134   No   Male 553325_010    840   14508.000   No    No
2135   No Female 551686_010    657   72000.000   No    No
2136   No Female 559649_010    722   53400.000   No   Yes
2137   No Female 552301_010    925   12012.000   No   Yes
2138   No   Male 558109_010    685  238400.000   No   Yes
2139   No   Male 554899_010    613   33344.000  Yes   Yes
2140   No Female 550015_020    595   90000.000   No   Yes
2141   No Female 550985_020    653  130252.000   No   Yes
2142   No   Male 558936_010    760   13236.192   No   Yes
2143   No Female 553798_020    508  117000.000   No   Yes
2144   No   Male 551132_020    683  109000.000   No   Yes
2145  Yes Female 554369_010    780    6552.000  Yes   Yes
2146   No Female 559343_010    670    2149.000   No   Yes
2147   No   Male 553793_010    666   50000.000   No   Yes
2148   No Female 553757_020    610  267060.000   No   Yes
2149   No   Male 557433_010    783   20000.000  Yes    No
2150   No Female 555260_010    933   23748.000   No    No
2151   No   Male 554494_020    614  139200.000   No    No
2152   No Female 558739_010    630  237050.000   No   Yes
2153   No Female 554875_020    611     600.000   No   Yes
2154   No Female 559270_010    626       0.000   No   Yes
2155   No Female 556249_020    611  707600.000   No   Yes
2156  Yes Female 553994_020    618   11000.000  Yes    No
2157   No Female 556851_010    670   12251.412   No   Yes
2158   No Female 550185_020    609  100000.000   No   Yes
2159   No   Male 555338_010    893       0.000  Yes   Yes
2160   No Female 551286_020    811   65982.336   No   Yes
2161   No   Male 555351_010    646   69278.635   No   Yes
2162   No Female 559011_010    658   37079.926   No   Yes
2163   No Female 551085_010    669   29040.000   No    No
2164   No   Male 552629_010    941   30600.000  Yes   Yes
2165   No   Male 554463_010    675   49240.000   No   Yes
2166   No Female 552302_010    633       0.000  Yes    No
2167   No Female 553424_010    643   51600.000  Yes   Yes
2168   No Female 551026_010    939   15345.000   No   Yes
2169   No Female 556943_020    651   14160.000   No   Yes
2170   No   Male 558646_010    772   20088.000   No   Yes
2171   No Female 556827_010    836   16800.000   No    No
2172   No Female 550964_010    641  594000.000   No   Yes
2173   No   Male 552053_010    686  155180.000   No   Yes
2174   No Female 559839_020    537  380300.000   No    No
2175   No   Male 550015_010    678   90000.000   No   Yes
2176   No Female 555331_020    556  145000.000   No   Yes
2177   No Female 553935_010    836   19200.000   No    No
2178   No Female 553995_010    748   40012.000   No   Yes
2179   No Female 557795_010    995   16000.000   No    No
2180   No   Male 556779_020    613  121200.000   No   Yes
2181   No Female 550522_010    674    1000.000   No    No
2182   No Female 555441_010    649   52700.000   No   Yes
2183   No   Male 551737_020    622  194000.000   No   Yes
2184   No   Male 558652_020    611  103000.000   No    No
2185   No Female 555653_020    622  120000.000   No   Yes
2186   No   Male 554163_010    678  332600.000   No   Yes
2187   No   Male 551031_010    645   31963.035   No   Yes
2188   No   Male 559300_010    680  353005.511   No   Yes
2189   No   Male 559734_010    663  109120.000   No    No
2190   No Female 557908_010    680   23808.000   No    No
2191   No Female 557529_020    539  120000.000   No   Yes
2192   No Female 557784_010    657   23748.000  Yes   Yes
2193   No Female 556920_010    621  134188.000   No   Yes
2194   No Female 556936_010    745  100480.000  Yes    No
2195   No Female 557559_020    809  135000.000   No   Yes
2196   No   Male 559440_010    662  121200.000   No   Yes
2197   No Female 559990_010    652   49800.000   No   Yes
2198   No   Male 551228_010    684   22776.000  Yes   Yes
2199   No Female 552383_010    849       0.000  Yes   Yes
2200   No Female 559132_010    714  228533.430   No   Yes
2201   No   Male 554655_010    642   15000.000  Yes   Yes
2202   No   Male 557898_010    663   42200.000  Yes    No
2203   No   Male 551686_020    638   72201.000   No   Yes
2204   No   Male 556586_010    829   93480.000   No   Yes
2205  Yes Female 557571_010    818   22800.000  Yes    No
2206   No Female 552499_020    746    9000.000   No    No
2207   No   Male 559593_010    614  147000.000   No   Yes
2208   No   Male 552019_010    623  250080.000   No   Yes
2209   No   Male 556431_010    620  118000.000   No   Yes
2210   No Female 559653_010    773   31800.000   No   Yes
2211   No Female 559199_020    559   34610.000   No   Yes
2212   No Female 558938_010    645   45240.000  Yes    No
2213   No   Male 552238_010    673    2500.000   No   Yes
2214   No   Male 551108_020    622  119008.000   No    No
2215  Yes   Male 555071_010    612  124589.000   No   Yes
2216   No   Male 557647_010    644   18300.000  Yes    No
2217   No Female 555925_010    850   45500.000   No   Yes
2218   No   Male 555511_010    606   40000.000   No   Yes
2219   No   Male 553826_010    725  175000.000   No   Yes
2220   No Female 551735_010    622  276400.000   No   Yes
2221   No Female 559234_020    683  137000.000   No   Yes
2222   No   Male 558703_010    641   17964.000  Yes   Yes
2223   No   Male 553522_010    672  140200.000   No   Yes
2224   No   Male 556976_010    628  178528.000   No   Yes
2225   No Female 550551_010    649   73510.000   No    No
2226   No   Male 559272_010    623   19650.320   No    No
2227   No   Male 552332_020    769  122000.000  Yes   Yes
2228   No Female 555331_020    554  145400.000   No   Yes
2229   No Female 557617_010    780   73848.000  Yes   Yes
2230   No   Male 559963_010    657  124517.822  Yes   Yes
2231   No Female 556390_010    632   12000.000   No   Yes
2232   No   Male 555944_010    687  190420.000   No   Yes
2233   No   Male 553139_020    624   50000.000   No   Yes
2234   No Female 556456_010    631   44600.000   No   Yes
2235   No Female 556431_020    626  118000.000  Yes    No
2236   No   Male 552177_010    652   82150.000   No   Yes
2237   No   Male 552646_010    626  129667.915   No    No
2238   No Female 553552_010    914    6480.000   No    No
2239   No Female 550181_010    666   55000.000   No    No
2240   No Female 553413_010    768   87010.000   No    No
2241   No Female 558511_020    610   47484.000  Yes    No
2242   No   Male 551080_010    837   50000.000   No   Yes
2243  Yes   Male 550100_010    644     804.000   No    No
2244   No   Male 556717_020    636  366280.000   No   Yes
2245   No Female 552448_010    902   10707.000  Yes   Yes
2246   No   Male 557063_020    627  130000.000  Yes   Yes
2247   No Female 555716_020    673   10000.000   No    No
2248   No   Male 555037_010    615   72201.000   No   Yes
2249   No   Male 558547_020    599    5040.000   No    No
2250   No Female 556413_020    670  157200.000   No   Yes
2251   No   Male 550569_010    661  317000.000  Yes   Yes
2252   No Female 559346_010    900   84012.000   No   Yes
2253   No Female 555022_010    626   31850.000  Yes   Yes
2254   No Female 556646_020    721  254000.000   No   Yes
2255   No   Male 554591_020    586  127000.000   No   Yes
2256  Yes   Male 550822_020    660   71240.000  Yes   Yes
2257   No Female 558671_020    945   31235.000  Yes    No
2258   No Female 552748_010    760   30332.902   No    No
2259  Yes Female 553641_010    627   50212.000   No    No
2260   No   Male 554463_010    676   49100.000   No   Yes
2261   No Female 551628_010    708       0.000  Yes   Yes
2262  Yes   Male 557375_010    623     300.000  Yes   Yes
2263   No Female 555338_020    988       0.000   No   Yes
2264   No Female 557940_010    672   19380.000   No   Yes
2265   No Female 555037_020    414   72180.000   No   Yes
2266   No Female 555297_020    657  540000.000   No   Yes
2267   No Female 557353_010    811   10236.000  Yes   Yes
2268   No   Male 553998_010    643       0.000  Yes   Yes
2269   No   Male 559001_010    834    6812.000   No   Yes
2270   No Female 552306_020    607  189003.000   No   Yes
2271   No Female 554420_010   1040   14241.000  Yes   Yes
2272   No Female 555706_020    657  130000.000   No   Yes
2273   No   Male 552964_010    649  107000.000   No    No
2274   No   Male 556484_010    685   60050.000  Yes   Yes
2275   No   Male 556038_010    768   71080.000   No   Yes
2276   No   Male 553241_010    628  106000.000   No   Yes
2277   No   Male 559029_020    603  152000.000   No   Yes
2278   No   Male 550233_020    778   25300.000  Yes   Yes
2279   No Female 550375_010    762   19040.000   No   Yes
2280  Yes   Male 550583_010    648   95000.000   No   Yes
2281   No   Male 552835_010    674  172000.000   No    No
2282   No   Male 557855_010    714   32580.000  Yes   Yes
2283   No   Male 550147_010    716   30000.000   No    No
2284   No Female 551597_020    634   26000.000   No    No
2285   No Female 550581_020    749   22534.000  Yes   Yes
2286   No Female 554445_010    879   18226.344  Yes   Yes
2287   No Female 559472_010   1066   48366.581   No   Yes
2288   No   Male 555663_010    682   89670.804   No   Yes
2289   No   Male 555216_010    855   44485.048   No   Yes
2290   No   Male 552454_010    716   96000.000   No   Yes
2291   No   Male 552633_010    735   20000.000  Yes   Yes
2292   No Female 553564_020    545   35000.000  Yes    No
2293   No   Male 557510_010    698   88800.000  Yes   Yes
2294   No   Male 558330_020    816   92856.000  Yes   Yes
2295   No Female 553755_010   1108   94641.197  Yes   Yes
2296   No Female 557456_020    788   25304.000  Yes    No
2297   No Female 557699_010    619   10920.000   No    No
2298   No   Male 552578_010    657  128435.835   No   Yes
2299   No   Male 559023_010    637   28264.000  Yes    No
2300   No   Male 558198_010    722   25304.000  Yes    No
2301   No Female 556205_010    629   49400.000   No    No
2302   No   Male 559355_010    649   78256.000   No    No
2303   No   Male 551310_010    803   80000.000   No   Yes
2304   No Female 556205_010    631   49501.000   No    No
2305   No   Male 556073_010    780   11052.000  Yes    No
2306   No   Male 551116_010    616   68664.000   No   Yes
2307   No Female 556141_020    860   75500.000  Yes    No
2308   No   Male 551223_010    636   16824.000   No   Yes
2309   No Female 553775_020    551  101156.000  Yes   Yes
2310   No   Male 551762_010    629   80000.000  Yes   Yes
2311   No   Male 552342_010    663   28036.000   No   Yes
2312   No Female 558174_020    947  141276.000   No   Yes
2313  Yes Female 559660_010    753    8640.000   No    No
2314   No Female 558281_010   1082   21716.000  Yes    No
2315   No   Male 554748_010    685   94796.000   No   Yes
2316   No Female 551140_010    804   10200.000   No   Yes
2317   No Female 553474_020    804       0.000   No   Yes
2318   No   Male 554280_010    633   80000.000   No    No
2319   No   Male 556484_010    685   60000.000  Yes   Yes
2320   No Female 555476_010    639  327000.000   No   Yes
2321   No Female 557484_020    653  227901.215   No    No
2322  Yes Female 559660_010    753    8400.000   No    No
2323   No   Male 558128_010    619  237000.000   No   Yes
2324   No   Male 559346_020    912   83600.000  Yes   Yes
2325   No   Male 551761_020    759   31235.000  Yes   Yes
2326   No   Male 557102_010    645  243000.000   No   Yes
2327   No   Male 550535_010    661   25000.000   No   Yes
2328   No   Male 559909_010    648    2311.393   No   Yes
2329   No Female 555607_010    765    1000.000   No   Yes
2330   No   Male 555636_010    608  218032.013   No   Yes
2331   No Female 554630_010    820   40498.000  Yes   Yes
2332   No Female 559269_020    613  101338.000   No   Yes
2333   No Female 551517_010    665    6960.000   No    No
2334   No Female 556089_020    709   25962.000   No    No
2335   No   Male 558216_010    637   93480.000   No   Yes
2336  Yes Female 552482_020    839   51000.000   No   Yes
2337   No   Male 553768_010    955   12408.000  Yes   Yes
2338  Yes Female 551337_020    896   31235.000  Yes   Yes
2339   No Female 556350_010    643   16320.000   No   Yes
2340   No Female 555959_010    623   76000.000   No   Yes
2341   No Female 559083_010    815   57500.000   No   Yes
2342   No   Male 558446_010    650   20008.604   No   Yes
2343   No   Male 558175_020    614  526192.000   No   Yes
2344   No Female 552578_020    655  127840.000   No   Yes
2345   No   Male 557619_010    666  188000.000   No   Yes
2346   No Female 557802_010    806   40498.000   No   Yes
2347   No   Male 553030_010    626   46000.000  Yes   Yes
2348   No   Male 555395_020    682  404000.000   No    No
2349   No   Male 554864_010    633  145400.000   No   Yes
2350   No   Male 559492_020    634   73537.000  Yes   Yes
2351   No Female 555053_020    891   25272.000  Yes    No
2352  Yes Female 555258_010    653   40000.000  Yes   Yes
2353   No   Male 557617_020    776   73848.000   No   Yes
2354   No Female 554603_010    634    1512.000   No    No
2355   No Female 557791_010    622  100000.000  Yes   Yes
2356   No Female 552332_010    721  122600.000  Yes   Yes
2357   No Female 550653_010    976    4848.000   No    No
2358   No Female 555050_010    636   37896.000  Yes    No
2359   No   Male 556276_020    625   93003.000   No   Yes
2360   No   Male 550626_010    802   85000.000  Yes    No
2361   No Female 556384_010    792   10703.000  Yes   Yes
2362   No Female 557351_010    838  106500.000   No    No
2363   No Female 559877_020    559    5500.000   No   Yes
2364   No   Male 555721_010    665   98000.000   No   Yes
2365   No   Male 550637_020    627  430400.000   No   Yes
2366  Yes Female 554369_010    780    6840.000  Yes   Yes
2367   No   Male 559842_010    629  250000.000  Yes   Yes
2368   No   Male 554933_010    670   11870.463   No   Yes
2369   No   Male 555578_010    802   14200.000   No   Yes
2370   No   Male 550830_010    680  100000.000  Yes    No
2371   No Female 557751_010    699   93200.000   No   Yes
2372   No Female 559734_020    603  108400.000  Yes   Yes
2373   No   Male 550041_020    615  711600.000  Yes   Yes
2374   No   Male 551547_010    826   66040.000   No   Yes
2375   No Female 551046_010    939   16416.000  Yes   Yes
2376   No Female 551646_010    679   51311.000   No   Yes
2377   No   Male 554961_010    652   64800.000   No    No
2378   No   Male 555192_010   1060   19716.000   No   Yes
2379   No Female 550041_010    614  699684.000  Yes   Yes
2380   No   Male 559722_010    636  318283.858   No   Yes
2381   No Female 554845_020    812   95824.000   No   Yes
2382   No Female 559425_020    643   87706.076   No   Yes
2383   No Female 558765_010    749   16869.661  Yes    No
2384   No   Male 554752_010    675  281000.000   No    No
2385   No   Male 553262_010    632   17964.000   No    No
2386   No Female 557788_010    935       0.000   No    No
2387   No Female 556758_010    645   40000.000   No   Yes
2388   No Female 557180_020    589  276570.000   No   Yes
2389   No   Male 555439_010    620  160644.000   No   Yes
2390   No   Male 557417_010    805       0.000   No   Yes
2391   No Female 553757_020    611  268500.000   No   Yes
2392   No Female 557518_010    698  124800.000   No   Yes
2393   No   Male 558062_010    714   52550.000  Yes   Yes
2394   No Female 554864_020    634  144600.000   No   Yes
2395   No Female 554717_010    663    2424.000   No   Yes
2396  Yes Female 558398_010    647    1000.000   No   Yes
2397   No Female 558055_010    940   25832.000   No    No
2398   No   Male 554789_020    823  149080.000  Yes   Yes
2399   No Female 556921_010    876   28600.000   No    No
2400   No   Male 551744_010    665  194080.000   No   Yes
2401   No   Male 550685_010    661   34000.000  Yes   Yes
2402   No   Male 555232_010    886   13416.000  Yes   Yes
2403   No Female 551645_010    912   22256.400  Yes   Yes
2404   No   Male 557538_020    668    4772.000   No   Yes
2405   No Female 553778_010    783  126000.000   No   Yes
2406   No Female 557223_020    773   30300.000   No   Yes
2407   No   Male 552490_010    887    5000.000   No    No
2408   No Female 551064_010    679   56800.000   No   Yes
2409   No Female 550862_020    764   27300.000   No   Yes
2410   No Female 557725_010    685  101400.000   No   Yes
2411   No Female 557131_010    769  112500.000   No   Yes
2412   No   Male 559300_010    680  347933.333   No   Yes
2413   No   Male 559968_010    650  114820.000   No   Yes
2414   No   Male 550270_010    633   30174.637   No   Yes
2415  Yes   Male 559565_010    897   43760.000   No    No
2416   No Female 550851_020    569      60.000   No   Yes
2417   No   Male 551372_010    677   16988.000   No   Yes
2418   No Female 554951_010    650   34610.000   No   Yes
2419   No Female 550404_010    684   50551.154   No    No
2420   No Female 558313_010    770  236000.000   No   Yes
2421  Yes Female 553994_010    617   10920.000  Yes    No
2422   No   Male 554789_020    831  149080.000  Yes   Yes
2423   No   Male 557557_010    646   35944.967   No   Yes
2424   No   Male 551973_010    682   43200.000  Yes   Yes
2425   No   Male 550524_010    892   51682.000   No   Yes
2426   No Female 554488_020    665  210364.000   No   Yes
2427   No Female 553970_020    543   75000.000   No   Yes
2428   No   Male 559857_010    666  250800.000   No   Yes
2429   No Female 557723_010    736     336.000   No   Yes
2430   No Female 553505_020    570  243000.000   No   Yes
2431   No   Male 559470_020    798   17380.000  Yes   Yes
2432   No   Male 552677_010    699  560500.000   No   Yes
2433   No Female 551878_020    651   44328.000   No   Yes
2434   No Female 558321_010    633   26484.000   No   Yes
2435   No   Male 551346_010    713       0.000   No   Yes
2436   No Female 554789_010    758  148320.000   No   Yes
2437   No   Male 555171_010    948   12420.000   No   Yes
2438   No Female 552529_020    660  134600.000   No   Yes
2439   No Female 555138_010    654  265075.000   No   Yes
2440   No Female 556225_020    506   62000.000   No   Yes
2441   No   Male 551808_010    896   19332.000   No   Yes
2442   No Female 550458_020    674  343280.000   No   Yes
2443   No Female 557125_010    697   40000.000  Yes   Yes
2444   No   Male 551228_010    684   23004.000  Yes   Yes
2445   No   Male 551030_010    654   13128.000  Yes   Yes
2446   No Female 550490_010    607   41688.000   No   Yes
2447   No Female 554764_010    701  100480.000  Yes   Yes
2448   No Female 558517_010    632  116500.000   No   Yes
2449   No   Male 552499_010    888    8880.000   No   Yes
2450   No Female 550310_010    814   34000.000  Yes   Yes
2451   No Female 559622_010   1148   17736.000   No    No
2452   No Female 556223_020    782  135840.000  Yes   Yes
2453   No Female 559133_010    989   22752.000   No    No
2454   No   Male 553721_010    662   37705.568  Yes    No
2455   No Female 557151_010    964   43760.000   No    No
2456   No Female 559343_010    670    2000.000   No   Yes
2457   No   Male 556077_020    766  140200.000   No    No
2458   No   Male 558158_010    686   50000.000   No   Yes
2459   No Female 550560_020    797  106500.000   No   Yes
2460   No Female 555085_010    681       0.000   No    No
2461   No   Male 554687_010    643  142600.000   No   Yes
2462   No   Male 557226_010    935   17664.000   No    No
2463   No Female 559287_020    796   96267.615   No   Yes
2464   No Female 553771_010    657   12348.000  Yes   Yes
2465   No Female 559887_010    649    3604.000   No   Yes
2466   No   Male 557025_020    745   92000.000   No   Yes
2467   No   Male 551461_020    633   76000.000   No    No
2468   No   Male 559741_010    752    2500.000   No   Yes
2469   No Female 554686_010    658  262500.000   No   Yes
2470   No Female 559646_010    647   23130.617   No    No
2471   No   Male 557476_010    629  114000.000  Yes   Yes
2472   No Female 552554_020    588  216000.000  Yes   Yes
2473   No   Male 555262_020    657  253820.000   No   Yes
2474  Yes Female 559121_010    681    5860.000  Yes   Yes
2475   No Female 551845_010    837   40000.000  Yes   Yes
2476   No Female 557721_010    642   60200.000   No    No
2477   No Female 555294_010    641   21936.000   No    No
2478   No Female 556111_010    667  560500.000   No   Yes
2479   No   Male 556985_010    640  476000.000   No    No
2480   No   Male 553670_010    627 1800012.000   No    No
2481   No Female 556008_020    565  211696.111  Yes   Yes
2482   No   Male 553623_020    709   85449.191   No   Yes
2483  Yes Female 553211_010    883   21200.000   No    No
2484   No   Male 557111_020    962   38220.000  Yes    No
2485   No   Male 552163_010    813   31850.000  Yes    No
2486   No Female 558366_010    678  152000.000   No   Yes
2487   No Female 556720_020   1014   73640.000   No    No
2488   No Female 552383_010    849       0.000  Yes   Yes
2489   No   Male 557351_010    835  108040.000   No   Yes
2490   No Female 554717_010    663    2500.000   No   Yes
2491   No Female 558355_010    833    7500.000   No    No
2492   No Female 554773_010    750   60050.000   No    No
2493   No   Male 556758_010    646   40000.000   No   Yes
2494   No Female 556846_010    681  770537.149   No   Yes
2495   No   Male 555479_010    662   75012.000   No   Yes
2496   No   Male 556646_010    830  253820.000   No   Yes
2497   No   Male 552908_010    658   67600.000  Yes    No
2498   No Female 558748_010    635   33603.498  Yes   Yes
2499   No Female 559984_010    907   15480.000   No    No
2500   No   Male 559190_010    674  144600.000   No    No
2501   No Female 557642_010    678   66876.000   No   Yes
2502   No   Male 555113_010    680   84600.000  Yes   Yes
2503   No Female 554387_020    607  220099.546   No   Yes
2504   No Female 557034_010    825    2700.000   No    No
2505   No   Male 556121_010    661    9779.466  Yes    No
2506   No Female 552693_010    660   29544.000  Yes    No
2507   No   Male 558004_020    660  102000.000   No   Yes
2508   No Female 551140_010    812   10252.000   No   Yes
2509   No   Male 555946_010    772       0.000   No    No
2510   No Female 556845_010    656  120000.000   No   Yes
2511   No Female 558935_010    794    8319.000   No   Yes
2512  Yes Female 553948_010    781  117228.000  Yes    No
2513   No Female 551664_010    896   66000.000  Yes   Yes
2514   No Female 551781_010    670   16800.000   No   Yes
2515   No Female 552745_020    635   84124.000   No   Yes
2516   No Female 556344_010    610  262500.000   No   Yes
2517   No Female 550967_010    767   85000.000   No    No
2518   No   Male 552104_010    616   19200.000   No   Yes
2519   No Female 555648_010    658   40000.000   No   Yes
2520   No Female 555087_010    617    8940.000   No    No
2521   No   Male 558568_020    862   52000.000  Yes    No
2522   No   Male 555710_010    626   27600.000   No   Yes
2523   No   Male 554490_010    694 1800012.000   No   Yes
2524   No Female 553167_020    606   87096.000  Yes   Yes
2525  Yes Female 553611_010    914   19332.000  Yes   Yes
2526   No   Male 552919_010    689   31460.000   No   Yes
2527   No   Male 559069_020    694  189003.000   No    No
2528   No Female 554845_010    809   96004.000  Yes   Yes
2529   No   Male 559220_010    626  476000.000   No   Yes
2530   No Female 552179_010    626   35000.000   No   Yes
2531   No Female 555721_020    570   99200.000   No   Yes
2532   No Female 554171_020    691   15160.000   No   Yes
2533   No Female 553448_010    741   13236.192  Yes   Yes
2534   No Female 551553_010    805   47131.499   No    No
2535   No Female 558639_020    598  990200.000   No   Yes
2536   No Female 550310_010    814   34080.000  Yes   Yes
2537   No Female 551651_010    640   10000.000   No   Yes
2538   No   Male 556907_020    912  124000.000  Yes    No
2539   No   Male 555922_010    900   21390.000  Yes   Yes
2540   No   Male 554117_020    633   84600.000   No   Yes
2541   No   Male 550985_020    654  130005.000   No    No
2542   No Female 554630_010    819   41188.000  Yes   Yes
2543   No Female 550119_010    903   33800.000   No   Yes
2544   No   Male 555929_010    670   42010.000   No    No
2545   No   Male 559023_010    637   28800.000  Yes    No
2546   No Female 556291_010    697   80000.000   No    No
2547   No Female 558344_010    649   75563.157  Yes   Yes
2548   No   Male 557977_020    612   25032.000   No   Yes
2549   No   Male 553768_010    948   12360.000  Yes   Yes
2550   No   Male 553206_010    656    3420.000  Yes   Yes
2551   No   Male 554344_010    861   58286.511   No   Yes
2552   No Female 559839_020    542  380300.000   No    No
2553   No Female 557014_010    824   46892.000  Yes    No
2554   No   Male 552110_010    639   19200.000  Yes    No
2555   No   Male 556402_010    629   16000.000   No    No
2556   No Female 554690_010    653  120000.000   No   Yes
2557   No Female 552811_020    732  318283.858   No   Yes
2558   No   Male 551723_020    797   27000.000  Yes    No
2559   No Female 550745_010    620  126500.000   No    No
2560   No   Male 559270_020    580       0.000   No    No
2561   No Female 551553_020    844   46656.000   No    No
2562   No   Male 559617_020    666  194080.000   No   Yes
2563   No   Male 554238_020    912   63000.000   No   Yes
2564  Yes Female 553832_010    872   14400.000  Yes    No
2565   No   Male 550315_010    625   57500.000   No   Yes
2566  Yes   Male 550583_010    649   94400.000   No   Yes
2567   No Female 551140_010    804   10536.000   No   Yes
2568   No Female 550237_010    639   79890.312   No   Yes
2569   No   Male 558602_020    760   53044.000  Yes   Yes
2570   No Female 554953_010    644   31500.000   No    No
2571   No Female 555262_010    627  252662.216   No   Yes
2572   No   Male 553338_010    858   17796.000  Yes   Yes
2573   No Female 558087_010    653   13149.386  Yes   Yes
2574   No   Male 556997_010    800   29760.000   No   Yes
2575   No   Male 550747_010    645    8400.000   No   Yes
2576   No Female 557011_010   1003   46260.196   No   Yes
2577   No Female 553043_010    883   17640.000   No    No
2578   No Female 554345_020    605  178600.000   No   Yes
2579   No Female 552786_010    719   40000.000  Yes   Yes
2580   No   Male 559129_010    700   23400.000   No   Yes
2581   No Female 550859_010    673   53533.000  Yes   Yes
2582   No Female 556536_010    646   14377.649  Yes    No
2583  Yes   Male 557924_010    652  116500.000  Yes   Yes
2584   No Female 555978_010    746    1681.298   No   Yes
2585   No   Male 552808_010    623    9828.000   No    No
2586   No Female 557451_020    503   24216.000  Yes    No
2587   No   Male 551602_010    854       0.000   No   Yes
2588   No Female 550790_020    567  430400.000   No   Yes
2589   No Female 553970_020    543   75000.000   No   Yes
2590   No Female 551064_010    675   57014.000   No   Yes
2591   No Female 551686_010    653   72000.000   No    No
2592   No Female 559986_010    651   80000.000   No    No
2593   No Female 552414_020    603  161000.000   No    No
2594   No   Male 553532_010    704    6800.000   No   Yes
2595   No   Male 559598_020    687  378052.138   No    No
2596   No   Male 559624_010    673   85449.191   No   Yes
2597   No Female 552656_010    658  158440.000   No    No
2598   No Female 557930_020    820   21390.000   No   Yes
2599   No   Male 553400_010    764   24200.000   No   Yes
2600   No Female 556249_020    605  746620.000   No   Yes
2601   No   Male 553582_010    596   82000.000   No    No
2602   No   Male 558446_010    650   20100.000   No   Yes
2603   No Female 552861_010    935   26400.000  Yes    No
2604   No   Male 559315_010    636   31000.000  Yes    No
2605   No Female 558441_010    640  310440.000   No   Yes
2606   No Female 554840_010    663   31000.000  Yes   Yes
2607   No Female 553815_020    426  171520.000   No   Yes
2608   No Female 555736_010    614  178600.000   No   Yes
2609  Yes Female 556138_010    713    7800.000   No   Yes
2610   No Female 553913_010    948  122012.000   No    No
2611   No   Male 558985_010    651   13600.000  Yes    No
2612   No Female 554413_010    781   15000.000   No   Yes
2613   No Female 557544_010    676   87000.000   No   Yes
2614  Yes Female 550100_020    621     750.000   No    No
2615   No Female 555198_010    543  174436.000   No   Yes
2616   No   Male 555441_010    649   52774.571   No   Yes
2617   No   Male 552231_020    650  102000.000  Yes   Yes
2618   No   Male 550401_010    645   48000.000  Yes   Yes
2619   No Female 551892_010    626   74000.000   No   Yes
2620   No Female 551104_020    590   20100.000  Yes    No
2621   No Female 558131_020    676  170164.930  Yes   Yes
2622   No   Male 550904_010    636  455012.000   No   Yes
2623   No   Male 556266_020    610   12782.635  Yes    No
2624   No   Male 556635_010    818   20568.000  Yes   Yes
2625   No   Male 555697_020    654   14796.000  Yes   Yes
2626   No   Male 551279_010    651     400.000   No   Yes
2627   No   Male 559283_020    636   52600.000   No   Yes
2628   No Female 550015_020    597   90000.000   No   Yes
2629   No   Male 556445_010    698   21396.000  Yes    No
2630   No   Male 558764_010    674   17380.000  Yes    No
2631   No Female 558174_010    957  141400.000   No   Yes
2632   No Female 556181_010    848   19320.000   No    No
2633   No Female 553765_020    616   66876.000  Yes    No
2634   No   Male 552494_010    677  285000.000   No   Yes
2635   No   Male 550233_020    778   25260.000  Yes   Yes
2636   No Female 553935_010    836   18960.000   No    No
2637   No Female 552681_020    613   51204.000   No    No
2638   No   Male 557909_010    635   51682.000   No   Yes
2639  Yes   Male 552323_010    851   16488.000  Yes   Yes
2640   No   Male 550637_020    625  430400.000   No   Yes
2641   No Female 552156_020    753   27170.731   No   Yes
2642   No   Male 557932_020    640  140000.000   No   Yes
2643   No   Male 555134_020    664    9672.000   No   Yes
2644   No   Male 552911_010    623   55000.000   No   Yes
2645   No Female 559416_020    680   52000.000   No   Yes
2646   No Female 557568_010    620   68400.000   No   Yes
2647   No Female 558962_010    668   27408.000   No   Yes
2648   No Female 559083_010    830   57184.000   No   Yes
2649   No   Male 552218_010    868   10707.000  Yes   Yes
2650   No   Male 557088_010    863   17412.000   No   Yes
2651   No   Male 552398_020    687  162012.000   No   Yes
2652  Yes   Male 550384_010    725    2181.933   No   Yes
2653   No Female 557347_020    666  102000.000   No   Yes
2654   No   Male 559878_010   1006   36600.000  Yes   Yes
2655   No   Male 557775_010    642   59040.000   No   Yes
2656   No   Male 550514_020    607   54026.574   No   Yes
2657  Yes Female 559456_010    913    8000.000  Yes   Yes
2658   No Female 551396_010    754  325480.000  Yes   Yes
2659   No Female 555460_010    640   22256.400   No   Yes
2660   No Female 556148_020    922   35856.000   No   Yes
2661   No   Male 559355_010    650   78500.000   No    No
2662   No Female 550661_010    651   22172.000  Yes    No
2663  Yes   Male 551292_010    673    3372.000  Yes    No
2664   No   Male 556698_010    671  160040.000   No    No
2665   No Female 551564_010    654   29544.000   No   Yes
2666   No Female 550962_010    642   46793.034   No   Yes
2667   No   Male 552965_010    692  223349.581   No   Yes
2668  Yes   Male 551238_010    647   73000.000  Yes   Yes
2669   No Female 550783_010   1014   21000.000   No    No
2670   No Female 556435_010    610  210364.000   No   Yes
2671   No Female 550238_010    773   11080.000   No    No
2672   No Female 556710_010    607   49800.000   No   Yes
2673  Yes Female 558951_020    654   91500.000   No    No
2674   No Female 555915_020    651   74563.499   No   Yes
2675   No Female 550904_020    565  430400.000   No   Yes
2676   No   Male 558001_010    647   54240.000   No   Yes
2677  Yes Female 557326_010    857   15600.000   No    No
2678   No Female 554601_010    620   50000.000   No   Yes
2679   No Female 550560_020    797  108040.000   No   Yes
2680   No   Male 555217_010    647   14200.000   No   Yes
2681   No Female 555706_020    653  130252.000   No   Yes
2682   No   Male 557433_010    783   20000.000  Yes    No
2683   No   Male 554604_010    622   21390.000   No   Yes
2684   No Female 551557_010    643   25600.000   No   Yes
2685   No Female 552156_020    753   26972.000   No   Yes
2686   No   Male 558155_010    705   16392.679   No    No
2687   No Female 553275_010    661   38135.548   No   Yes
2688   No Female 555463_020   1005   12642.000  Yes    No
2689   No   Male 551223_010    636   16988.000   No   Yes
2690   No   Male 554752_020    645  285000.000   No    No
2691   No   Male 558158_010    686   50000.000   No   Yes
2692   No Female 559766_010    815   45455.000  Yes    No
2693   No Female 556936_010    747  100480.000  Yes    No
2694   No Female 552188_010    644  166711.764   No   Yes
2695   No Female 557011_010    992   46020.000   No   Yes
2696   No Female 555439_020    556  160408.000   No   Yes
2697   No Female 552567_010    698  124800.000   No   Yes
2698   No   Male 559893_010    749    1320.000  Yes    No
2699   No Female 556710_010    609   50000.000   No   Yes
2700   No   Male 559404_010    865   34673.749   No   Yes
2701   No   Male 552777_010    917   33000.000  Yes    No
2702   No Female 555635_010    621   16800.000   No    No
2703   No   Male 550315_010    625   56800.000   No   Yes
2704   No   Male 551524_020    794   30552.000   No   Yes
2705   No   Male 556758_010    646   40000.000   No   Yes
2706   No Female 558271_020    644  139712.180   No   Yes
2707   No   Male 555103_010    649   29073.827  Yes   Yes
2708   No Female 556341_010    738       0.000   No   Yes
2709   No   Male 550410_010    608  100130.000   No    No
2710   No Female 552816_010    812       0.000  Yes   Yes
2711   No Female 555198_010    542  175012.000   No   Yes
2712   No Female 558739_020    629  233054.000   No   Yes
2713   No Female 557003_010    675    6140.000   No   Yes
2714   No   Male 554152_020    684  334248.000   No   Yes
2715   No   Male 558911_020    609   52012.000   No   Yes
2716   No   Male 557855_010    714   32580.000  Yes   Yes
2717   No   Male 555262_020    657  254000.000   No   Yes
2718   No Female 551116_020    382   69278.635   No   Yes
2719   No Female 556018_010    635   55000.000   No   Yes
2720   No Female 556418_010    617  202312.000   No   Yes
2721   No   Male 559487_010    866   36795.000   No    No
2722   No Female 559353_010    617   38608.344   No    No
2723   No Female 551991_020    605   33000.000   No    No
2724   No Female 553775_020    545  101338.000  Yes   Yes
2725   No Female 558095_010    656   12108.000   No   Yes
2726   No Female 550385_010    781   28264.000   No    No
2727   No   Male 557413_010    617 1800012.000   No   Yes
2728   No Female 558095_010    656   12000.000   No   Yes
              race_original
1                      <NA>
2           White/Caucasian
3                      <NA>
4           White/Caucasian
5    Black/African American
6           White/Caucasian
7    Black/African American
8    Black/African American
9           White/Caucasian
10                     <NA>
11                     <NA>
12                     <NA>
13          White/Caucasian
14   Black/African American
15   Black/African American
16          White/Caucasian
17                     <NA>
18          White/Caucasian
19   Black/African American
20   Black/African American
21          White/Caucasian
22                     <NA>
23                     <NA>
24          White/Caucasian
25                    Other
26          White/Caucasian
27   Black/African American
28          White/Caucasian
29          White/Caucasian
30                     <NA>
31   Black/African American
32   Black/African American
33          White/Caucasian
34          White/Caucasian
35   Black/African American
36   Black/African American
37                    Other
38          White/Caucasian
39          White/Caucasian
40                    Other
41          White/Caucasian
42          White/Caucasian
43   Black/African American
44                    Other
45          White/Caucasian
46          White/Caucasian
47                     <NA>
48                    Other
49                     <NA>
50          White/Caucasian
51   Black/African American
52   Black/African American
53          White/Caucasian
54                    Other
55   Black/African American
56          White/Caucasian
57   Black/African American
58                     <NA>
59   Black/African American
60          White/Caucasian
61          White/Caucasian
62          White/Caucasian
63                     <NA>
64          White/Caucasian
65   Black/African American
66   Black/African American
67   Black/African American
68   Black/African American
69   Black/African American
70   Black/African American
71   Black/African American
72                     <NA>
73          White/Caucasian
74          White/Caucasian
75          White/Caucasian
76   Black/African American
77          White/Caucasian
78   Black/African American
79                     <NA>
80   Black/African American
81                     <NA>
82          White/Caucasian
83   Black/African American
84                    Other
85   Black/African American
86                     <NA>
87   Black/African American
88          White/Caucasian
89   Black/African American
90          White/Caucasian
91          White/Caucasian
92                     <NA>
93   Black/African American
94   Black/African American
95   Black/African American
96   Black/African American
97   Black/African American
98   Black/African American
99   Black/African American
100         White/Caucasian
101  Black/African American
102                    <NA>
103                    <NA>
104  Black/African American
105  Black/African American
106  Black/African American
107                    <NA>
108  Black/African American
109                    <NA>
110  Black/African American
111         White/Caucasian
112         White/Caucasian
113         White/Caucasian
114                    <NA>
115  Black/African American
116         White/Caucasian
117  Black/African American
118  Black/African American
119  Black/African American
120                    <NA>
121                    <NA>
122  Black/African American
123                    <NA>
124         White/Caucasian
125                   Other
126                    <NA>
127                   Other
128                    <NA>
129  Black/African American
130         White/Caucasian
131  Black/African American
132         White/Caucasian
133  Black/African American
134         White/Caucasian
135         White/Caucasian
136  Black/African American
137                   Other
138         White/Caucasian
139         White/Caucasian
140         White/Caucasian
141         White/Caucasian
142  Black/African American
143         White/Caucasian
144  Black/African American
145  Black/African American
146         White/Caucasian
147  Black/African American
148                    <NA>
149                    <NA>
150  Black/African American
151  Black/African American
152  Black/African American
153         White/Caucasian
154  Black/African American
155  Black/African American
156         White/Caucasian
157         White/Caucasian
158         White/Caucasian
159         White/Caucasian
160  Black/African American
161         White/Caucasian
162         White/Caucasian
163         White/Caucasian
164  Black/African American
165         White/Caucasian
166         White/Caucasian
167         White/Caucasian
168         White/Caucasian
169  Black/African American
170         White/Caucasian
171         White/Caucasian
172                    <NA>
173                    <NA>
174         White/Caucasian
175         White/Caucasian
176                    <NA>
177         White/Caucasian
178         White/Caucasian
179                   Other
180         White/Caucasian
181  Black/African American
182         White/Caucasian
183         White/Caucasian
184  Black/African American
185  Black/African American
186  Black/African American
187                   Other
188                    <NA>
189  Black/African American
190         White/Caucasian
191         White/Caucasian
192         White/Caucasian
193         White/Caucasian
194         White/Caucasian
195  Black/African American
196  Black/African American
197  Black/African American
198                    <NA>
199                    <NA>
200  Black/African American
201                    <NA>
202         White/Caucasian
203  Black/African American
204         White/Caucasian
205                   Other
206  Black/African American
207         White/Caucasian
208                    <NA>
209         White/Caucasian
210  Black/African American
211         White/Caucasian
212         White/Caucasian
213         White/Caucasian
214  Black/African American
215                   Other
216                    <NA>
217         White/Caucasian
218         White/Caucasian
219  Black/African American
220         White/Caucasian
221                   Other
222         White/Caucasian
223         White/Caucasian
224  Black/African American
225                   Other
226  Black/African American
227  Black/African American
228                    <NA>
229  Black/African American
230         White/Caucasian
231  Black/African American
232  Black/African American
233  Black/African American
234  Black/African American
235         White/Caucasian
236                    <NA>
237         White/Caucasian
238                    <NA>
239                   Other
240         White/Caucasian
241  Black/African American
242  Black/African American
243  Black/African American
244         White/Caucasian
245  Black/African American
246         White/Caucasian
247  Black/African American
248         White/Caucasian
249                    <NA>
250                   Other
251  Black/African American
252  Black/African American
253  Black/African American
254         White/Caucasian
255                   Other
256  Black/African American
257  Black/African American
258         White/Caucasian
259         White/Caucasian
260  Black/African American
261                   Other
262  Black/African American
263         White/Caucasian
264         White/Caucasian
265                    <NA>
266                    <NA>
267                    <NA>
268         White/Caucasian
269  Black/African American
270         White/Caucasian
271  Black/African American
272                   Other
273                   Other
274                    <NA>
275         White/Caucasian
276                   Other
277  Black/African American
278                    <NA>
279                    <NA>
280  Black/African American
281  Black/African American
282         White/Caucasian
283         White/Caucasian
284  Black/African American
285                   Other
286         White/Caucasian
287                    <NA>
288  Black/African American
289                   Other
290                   Other
291                   Other
292                    <NA>
293  Black/African American
294  Black/African American
295                    <NA>
296                   Other
297         White/Caucasian
298  Black/African American
299  Black/African American
300  Black/African American
301         White/Caucasian
302  Black/African American
303  Black/African American
304  Black/African American
305                   Other
306  Black/African American
307                   Other
308  Black/African American
309         White/Caucasian
310                   Other
311  Black/African American
312                   Other
313  Black/African American
314                    <NA>
315         White/Caucasian
316  Black/African American
317  Black/African American
318                    <NA>
319         White/Caucasian
320         White/Caucasian
321  Black/African American
322  Black/African American
323                   Other
324                    <NA>
325         White/Caucasian
326                    <NA>
327  Black/African American
328         White/Caucasian
329         White/Caucasian
330  Black/African American
331                    <NA>
332  Black/African American
333         White/Caucasian
334         White/Caucasian
335         White/Caucasian
336  Black/African American
337  Black/African American
338  Black/African American
339         White/Caucasian
340  Black/African American
341                   Other
342  Black/African American
343  Black/African American
344                    <NA>
345  Black/African American
346         White/Caucasian
347  Black/African American
348                    <NA>
349         White/Caucasian
350                   Other
351         White/Caucasian
352  Black/African American
353         White/Caucasian
354                    <NA>
355  Black/African American
356         White/Caucasian
357  Black/African American
358                    <NA>
359  Black/African American
360         White/Caucasian
361  Black/African American
362         White/Caucasian
363         White/Caucasian
364  Black/African American
365  Black/African American
366                   Other
367                    <NA>
368         White/Caucasian
369         White/Caucasian
370  Black/African American
371         White/Caucasian
372  Black/African American
373         White/Caucasian
374  Black/African American
375                   Other
376         White/Caucasian
377                   Other
378         White/Caucasian
379         White/Caucasian
380  Black/African American
381                    <NA>
382  Black/African American
383         White/Caucasian
384                   Other
385                   Other
386         White/Caucasian
387         White/Caucasian
388                    <NA>
389                   Other
390         White/Caucasian
391         White/Caucasian
392  Black/African American
393                   Other
394         White/Caucasian
395                   Other
396                   Other
397  Black/African American
398                    <NA>
399                    <NA>
400         White/Caucasian
401                   Other
402  Black/African American
403         White/Caucasian
404                    <NA>
405  Black/African American
406  Black/African American
407                   Other
408                   Other
409                    <NA>
410                   Other
411                   Other
412  Black/African American
413                   Other
414         White/Caucasian
415                    <NA>
416  Black/African American
417  Black/African American
418         White/Caucasian
419         White/Caucasian
420         White/Caucasian
421         White/Caucasian
422         White/Caucasian
423         White/Caucasian
424         White/Caucasian
425                    <NA>
426         White/Caucasian
427                    <NA>
428         White/Caucasian
429                   Other
430         White/Caucasian
431  Black/African American
432  Black/African American
433  Black/African American
434         White/Caucasian
435         White/Caucasian
436                   Other
437  Black/African American
438                   Other
439         White/Caucasian
440                   Other
441                   Other
442                    <NA>
443                    <NA>
444  Black/African American
445  Black/African American
446  Black/African American
447  Black/African American
448                   Other
449         White/Caucasian
450         White/Caucasian
451         White/Caucasian
452         White/Caucasian
453  Black/African American
454                   Other
455  Black/African American
456                   Other
457  Black/African American
458  Black/African American
459         White/Caucasian
460         White/Caucasian
461                    <NA>
462  Black/African American
463         White/Caucasian
464  Black/African American
465  Black/African American
466         White/Caucasian
467         White/Caucasian
468         White/Caucasian
469         White/Caucasian
470                   Other
471  Black/African American
472         White/Caucasian
473         White/Caucasian
474  Black/African American
475                   Other
476         White/Caucasian
477                   Other
478                   Other
479  Black/African American
480         White/Caucasian
481         White/Caucasian
482                    <NA>
483         White/Caucasian
484  Black/African American
485  Black/African American
486         White/Caucasian
487  Black/African American
488                    <NA>
489  Black/African American
490  Black/African American
491         White/Caucasian
492                   Other
493         White/Caucasian
494  Black/African American
495  Black/African American
496                    <NA>
497         White/Caucasian
498  Black/African American
499                   Other
500  Black/African American
501  Black/African American
502                   Other
503  Black/African American
504         White/Caucasian
505  Black/African American
506                    <NA>
507                   Other
508                   Other
509                   Other
510  Black/African American
511                    <NA>
512                    <NA>
513  Black/African American
514  Black/African American
515                   Other
516  Black/African American
517  Black/African American
518         White/Caucasian
519         White/Caucasian
520                   Other
521  Black/African American
522                   Other
523  Black/African American
524         White/Caucasian
525  Black/African American
526         White/Caucasian
527                    <NA>
528         White/Caucasian
529         White/Caucasian
530         White/Caucasian
531         White/Caucasian
532         White/Caucasian
533  Black/African American
534         White/Caucasian
535         White/Caucasian
536         White/Caucasian
537                   Other
538                   Other
539         White/Caucasian
540         White/Caucasian
541                    <NA>
542  Black/African American
543         White/Caucasian
544                    <NA>
545                    <NA>
546         White/Caucasian
547                   Other
548                    <NA>
549  Black/African American
550                    <NA>
551         White/Caucasian
552  Black/African American
553                   Other
554                    <NA>
555  Black/African American
556                   Other
557         White/Caucasian
558  Black/African American
559         White/Caucasian
560         White/Caucasian
561  Black/African American
562  Black/African American
563         White/Caucasian
564         White/Caucasian
565  Black/African American
566  Black/African American
567                    <NA>
568                   Other
569                   Other
570         White/Caucasian
571                    <NA>
572         White/Caucasian
573         White/Caucasian
574         White/Caucasian
575         White/Caucasian
576                   Other
577                    <NA>
578         White/Caucasian
579         White/Caucasian
580         White/Caucasian
581  Black/African American
582  Black/African American
583         White/Caucasian
584  Black/African American
585  Black/African American
586         White/Caucasian
587                   Other
588                    <NA>
589  Black/African American
590         White/Caucasian
591  Black/African American
592         White/Caucasian
593         White/Caucasian
594  Black/African American
595                   Other
596         White/Caucasian
597  Black/African American
598  Black/African American
599         White/Caucasian
600         White/Caucasian
601                    <NA>
602  Black/African American
603         White/Caucasian
604  Black/African American
605         White/Caucasian
606         White/Caucasian
607  Black/African American
608  Black/African American
609                    <NA>
610         White/Caucasian
611  Black/African American
612  Black/African American
613         White/Caucasian
614  Black/African American
615                    <NA>
616                    <NA>
617  Black/African American
618         White/Caucasian
619  Black/African American
620         White/Caucasian
621  Black/African American
622         White/Caucasian
623  Black/African American
624                    <NA>
625         White/Caucasian
626         White/Caucasian
627  Black/African American
628                   Other
629                    <NA>
630                    <NA>
631  Black/African American
632                    <NA>
633         White/Caucasian
634         White/Caucasian
635         White/Caucasian
636  Black/African American
637         White/Caucasian
638         White/Caucasian
639  Black/African American
640  Black/African American
641         White/Caucasian
642         White/Caucasian
643  Black/African American
644  Black/African American
645                   Other
646         White/Caucasian
647                   Other
648         White/Caucasian
649  Black/African American
650         White/Caucasian
651  Black/African American
652         White/Caucasian
653         White/Caucasian
654                   Other
655                    <NA>
656  Black/African American
657         White/Caucasian
658         White/Caucasian
659                   Other
660  Black/African American
661  Black/African American
662                    <NA>
663         White/Caucasian
664         White/Caucasian
665  Black/African American
666         White/Caucasian
667         White/Caucasian
668  Black/African American
669                   Other
670  Black/African American
671                   Other
672  Black/African American
673                   Other
674         White/Caucasian
675  Black/African American
676  Black/African American
677                   Other
678         White/Caucasian
679  Black/African American
680                    <NA>
681         White/Caucasian
682  Black/African American
683  Black/African American
684                   Other
685         White/Caucasian
686                    <NA>
687  Black/African American
688                   Other
689         White/Caucasian
690         White/Caucasian
691  Black/African American
692         White/Caucasian
693         White/Caucasian
694         White/Caucasian
695         White/Caucasian
696         White/Caucasian
697  Black/African American
698                   Other
699  Black/African American
700  Black/African American
701  Black/African American
702                   Other
703                   Other
704         White/Caucasian
705                    <NA>
706         White/Caucasian
707         White/Caucasian
708  Black/African American
709         White/Caucasian
710  Black/African American
711         White/Caucasian
712                   Other
713                    <NA>
714         White/Caucasian
715                    <NA>
716                    <NA>
717  Black/African American
718         White/Caucasian
719         White/Caucasian
720  Black/African American
721         White/Caucasian
722         White/Caucasian
723                    <NA>
724  Black/African American
725                    <NA>
726                   Other
727  Black/African American
728         White/Caucasian
729         White/Caucasian
730         White/Caucasian
731         White/Caucasian
732  Black/African American
733                    <NA>
734  Black/African American
735                   Other
736         White/Caucasian
737                    <NA>
738                   Other
739         White/Caucasian
740  Black/African American
741                    <NA>
742                    <NA>
743         White/Caucasian
744                    <NA>
745  Black/African American
746         White/Caucasian
747         White/Caucasian
748  Black/African American
749                    <NA>
750         White/Caucasian
751                    <NA>
752         White/Caucasian
753  Black/African American
754  Black/African American
755         White/Caucasian
756  Black/African American
757         White/Caucasian
758  Black/African American
759         White/Caucasian
760  Black/African American
761                    <NA>
762         White/Caucasian
763         White/Caucasian
764  Black/African American
765         White/Caucasian
766                   Other
767                    <NA>
768  Black/African American
769  Black/African American
770                    <NA>
771  Black/African American
772                    <NA>
773                    <NA>
774                    <NA>
775                    <NA>
776         White/Caucasian
777                   Other
778                    <NA>
779  Black/African American
780                    <NA>
781         White/Caucasian
782                   Other
783  Black/African American
784                    <NA>
785         White/Caucasian
786  Black/African American
787         White/Caucasian
788         White/Caucasian
789  Black/African American
790  Black/African American
791         White/Caucasian
792  Black/African American
793         White/Caucasian
794                    <NA>
795         White/Caucasian
796         White/Caucasian
797         White/Caucasian
798  Black/African American
799         White/Caucasian
800                    <NA>
801         White/Caucasian
802  Black/African American
803                    <NA>
804  Black/African American
805         White/Caucasian
806                    <NA>
807         White/Caucasian
808         White/Caucasian
809                   Other
810         White/Caucasian
811         White/Caucasian
812                    <NA>
813                    <NA>
814         White/Caucasian
815                   Other
816         White/Caucasian
817                    <NA>
818  Black/African American
819         White/Caucasian
820                   Other
821  Black/African American
822         White/Caucasian
823                   Other
824                   Other
825  Black/African American
826                    <NA>
827                   Other
828         White/Caucasian
829         White/Caucasian
830         White/Caucasian
831         White/Caucasian
832                    <NA>
833                    <NA>
834         White/Caucasian
835  Black/African American
836         White/Caucasian
837         White/Caucasian
838  Black/African American
839  Black/African American
840         White/Caucasian
841  Black/African American
842  Black/African American
843         White/Caucasian
844                   Other
845                    <NA>
846         White/Caucasian
847  Black/African American
848                   Other
849                    <NA>
850                   Other
851         White/Caucasian
852                   Other
853  Black/African American
854                    <NA>
855                   Other
856                   Other
857                    <NA>
858  Black/African American
859         White/Caucasian
860         White/Caucasian
861                   Other
862  Black/African American
863                   Other
864         White/Caucasian
865                   Other
866         White/Caucasian
867                   Other
868                   Other
869                    <NA>
870         White/Caucasian
871         White/Caucasian
872                    <NA>
873                   Other
874  Black/African American
875  Black/African American
876                    <NA>
877                    <NA>
878         White/Caucasian
879  Black/African American
880         White/Caucasian
881                    <NA>
882  Black/African American
883         White/Caucasian
884                   Other
885                   Other
886  Black/African American
887         White/Caucasian
888  Black/African American
889         White/Caucasian
890         White/Caucasian
891                   Other
892         White/Caucasian
893  Black/African American
894         White/Caucasian
895                    <NA>
896  Black/African American
897                   Other
898  Black/African American
899                   Other
900  Black/African American
901                    <NA>
902                    <NA>
903         White/Caucasian
904         White/Caucasian
905                   Other
906         White/Caucasian
907                   Other
908  Black/African American
909                    <NA>
910                    <NA>
911         White/Caucasian
912  Black/African American
913         White/Caucasian
914                   Other
915                    <NA>
916  Black/African American
917  Black/African American
918  Black/African American
919         White/Caucasian
920                   Other
921  Black/African American
922                    <NA>
923         White/Caucasian
924  Black/African American
925                    <NA>
926         White/Caucasian
927                    <NA>
928         White/Caucasian
929  Black/African American
930         White/Caucasian
931         White/Caucasian
932  Black/African American
933         White/Caucasian
934         White/Caucasian
935         White/Caucasian
936  Black/African American
937         White/Caucasian
938                    <NA>
939         White/Caucasian
940  Black/African American
941  Black/African American
942         White/Caucasian
943         White/Caucasian
944         White/Caucasian
945         White/Caucasian
946         White/Caucasian
947         White/Caucasian
948  Black/African American
949         White/Caucasian
950  Black/African American
951                   Other
952                    <NA>
953  Black/African American
954         White/Caucasian
955         White/Caucasian
956  Black/African American
957  Black/African American
958  Black/African American
959  Black/African American
960                    <NA>
961                    <NA>
962         White/Caucasian
963         White/Caucasian
964  Black/African American
965         White/Caucasian
966         White/Caucasian
967                    <NA>
968         White/Caucasian
969                   Other
970         White/Caucasian
971                    <NA>
972                    <NA>
973         White/Caucasian
974  Black/African American
975  Black/African American
976                    <NA>
977  Black/African American
978  Black/African American
979                   Other
980         White/Caucasian
981  Black/African American
982                    <NA>
983                    <NA>
984         White/Caucasian
985         White/Caucasian
986         White/Caucasian
987                    <NA>
988         White/Caucasian
989  Black/African American
990         White/Caucasian
991  Black/African American
992  Black/African American
993         White/Caucasian
994         White/Caucasian
995                   Other
996                    <NA>
997  Black/African American
998         White/Caucasian
999         White/Caucasian
1000 Black/African American
1001 Black/African American
1002        White/Caucasian
1003 Black/African American
1004                  Other
1005 Black/African American
1006        White/Caucasian
1007        White/Caucasian
1008 Black/African American
1009        White/Caucasian
1010                  Other
1011 Black/African American
1012                  Other
1013        White/Caucasian
1014                   <NA>
1015        White/Caucasian
1016                  Other
1017        White/Caucasian
1018 Black/African American
1019 Black/African American
1020                   <NA>
1021                  Other
1022        White/Caucasian
1023                   <NA>
1024 Black/African American
1025                   <NA>
1026 Black/African American
1027                   <NA>
1028 Black/African American
1029                  Other
1030 Black/African American
1031        White/Caucasian
1032        White/Caucasian
1033                   <NA>
1034 Black/African American
1035                  Other
1036 Black/African American
1037 Black/African American
1038 Black/African American
1039        White/Caucasian
1040                   <NA>
1041        White/Caucasian
1042                  Other
1043                   <NA>
1044                  Other
1045        White/Caucasian
1046 Black/African American
1047 Black/African American
1048        White/Caucasian
1049        White/Caucasian
1050        White/Caucasian
1051        White/Caucasian
1052        White/Caucasian
1053                  Other
1054        White/Caucasian
1055        White/Caucasian
1056        White/Caucasian
1057 Black/African American
1058        White/Caucasian
1059        White/Caucasian
1060 Black/African American
1061        White/Caucasian
1062 Black/African American
1063 Black/African American
1064        White/Caucasian
1065                   <NA>
1066                  Other
1067        White/Caucasian
1068 Black/African American
1069                   <NA>
1070        White/Caucasian
1071        White/Caucasian
1072                   <NA>
1073 Black/African American
1074        White/Caucasian
1075                  Other
1076 Black/African American
1077        White/Caucasian
1078 Black/African American
1079 Black/African American
1080 Black/African American
1081                  Other
1082 Black/African American
1083 Black/African American
1084                  Other
1085 Black/African American
1086        White/Caucasian
1087 Black/African American
1088        White/Caucasian
1089 Black/African American
1090                  Other
1091        White/Caucasian
1092        White/Caucasian
1093                   <NA>
1094 Black/African American
1095        White/Caucasian
1096        White/Caucasian
1097        White/Caucasian
1098 Black/African American
1099        White/Caucasian
1100        White/Caucasian
1101        White/Caucasian
1102        White/Caucasian
1103        White/Caucasian
1104                  Other
1105 Black/African American
1106                   <NA>
1107                   <NA>
1108        White/Caucasian
1109                   <NA>
1110        White/Caucasian
1111 Black/African American
1112        White/Caucasian
1113                  Other
1114        White/Caucasian
1115        White/Caucasian
1116                   <NA>
1117        White/Caucasian
1118                  Other
1119        White/Caucasian
1120        White/Caucasian
1121        White/Caucasian
1122                   <NA>
1123        White/Caucasian
1124        White/Caucasian
1125                   <NA>
1126 Black/African American
1127        White/Caucasian
1128        White/Caucasian
1129                   <NA>
1130                  Other
1131        White/Caucasian
1132        White/Caucasian
1133        White/Caucasian
1134        White/Caucasian
1135        White/Caucasian
1136        White/Caucasian
1137                   <NA>
1138                  Other
1139                   <NA>
1140                   <NA>
1141 Black/African American
1142 Black/African American
1143        White/Caucasian
1144 Black/African American
1145                   <NA>
1146        White/Caucasian
1147        White/Caucasian
1148        White/Caucasian
1149                   <NA>
1150                   <NA>
1151        White/Caucasian
1152 Black/African American
1153 Black/African American
1154        White/Caucasian
1155 Black/African American
1156 Black/African American
1157 Black/African American
1158 Black/African American
1159 Black/African American
1160        White/Caucasian
1161 Black/African American
1162                   <NA>
1163                  Other
1164 Black/African American
1165        White/Caucasian
1166        White/Caucasian
1167        White/Caucasian
1168        White/Caucasian
1169        White/Caucasian
1170        White/Caucasian
1171                   <NA>
1172                  Other
1173                   <NA>
1174 Black/African American
1175        White/Caucasian
1176 Black/African American
1177        White/Caucasian
1178        White/Caucasian
1179                   <NA>
1180        White/Caucasian
1181                   <NA>
1182 Black/African American
1183 Black/African American
1184                   <NA>
1185                   <NA>
1186 Black/African American
1187        White/Caucasian
1188        White/Caucasian
1189        White/Caucasian
1190                   <NA>
1191                  Other
1192 Black/African American
1193 Black/African American
1194 Black/African American
1195        White/Caucasian
1196 Black/African American
1197                   <NA>
1198        White/Caucasian
1199 Black/African American
1200        White/Caucasian
1201 Black/African American
1202        White/Caucasian
1203        White/Caucasian
1204 Black/African American
1205                   <NA>
1206                   <NA>
1207 Black/African American
1208                   <NA>
1209        White/Caucasian
1210        White/Caucasian
1211 Black/African American
1212 Black/African American
1213        White/Caucasian
1214                   <NA>
1215 Black/African American
1216 Black/African American
1217                  Other
1218 Black/African American
1219                   <NA>
1220        White/Caucasian
1221                   <NA>
1222                   <NA>
1223        White/Caucasian
1224                   <NA>
1225 Black/African American
1226                  Other
1227        White/Caucasian
1228 Black/African American
1229        White/Caucasian
1230        White/Caucasian
1231 Black/African American
1232 Black/African American
1233 Black/African American
1234                  Other
1235 Black/African American
1236        White/Caucasian
1237                  Other
1238                   <NA>
1239        White/Caucasian
1240        White/Caucasian
1241        White/Caucasian
1242 Black/African American
1243 Black/African American
1244        White/Caucasian
1245        White/Caucasian
1246 Black/African American
1247 Black/African American
1248        White/Caucasian
1249                  Other
1250                   <NA>
1251        White/Caucasian
1252        White/Caucasian
1253                   <NA>
1254 Black/African American
1255                   <NA>
1256 Black/African American
1257        White/Caucasian
1258 Black/African American
1259        White/Caucasian
1260        White/Caucasian
1261 Black/African American
1262                  Other
1263                  Other
1264                   <NA>
1265 Black/African American
1266                   <NA>
1267        White/Caucasian
1268        White/Caucasian
1269                  Other
1270        White/Caucasian
1271                   <NA>
1272                   <NA>
1273                  Other
1274 Black/African American
1275 Black/African American
1276                   <NA>
1277                   <NA>
1278 Black/African American
1279 Black/African American
1280 Black/African American
1281        White/Caucasian
1282        White/Caucasian
1283        White/Caucasian
1284                   <NA>
1285                   <NA>
1286 Black/African American
1287        White/Caucasian
1288 Black/African American
1289 Black/African American
1290                  Other
1291        White/Caucasian
1292                   <NA>
1293 Black/African American
1294        White/Caucasian
1295 Black/African American
1296        White/Caucasian
1297 Black/African American
1298        White/Caucasian
1299        White/Caucasian
1300                  Other
1301 Black/African American
1302                  Other
1303 Black/African American
1304        White/Caucasian
1305                  Other
1306                   <NA>
1307        White/Caucasian
1308        White/Caucasian
1309                   <NA>
1310        White/Caucasian
1311                   <NA>
1312 Black/African American
1313 Black/African American
1314                  Other
1315        White/Caucasian
1316        White/Caucasian
1317 Black/African American
1318 Black/African American
1319                  Other
1320 Black/African American
1321                  Other
1322 Black/African American
1323                   <NA>
1324        White/Caucasian
1325                   <NA>
1326        White/Caucasian
1327        White/Caucasian
1328                  Other
1329        White/Caucasian
1330 Black/African American
1331                  Other
1332        White/Caucasian
1333        White/Caucasian
1334 Black/African American
1335                   <NA>
1336                   <NA>
1337 Black/African American
1338        White/Caucasian
1339                  Other
1340 Black/African American
1341        White/Caucasian
1342        White/Caucasian
1343                   <NA>
1344 Black/African American
1345 Black/African American
1346 Black/African American
1347 Black/African American
1348                   <NA>
1349 Black/African American
1350        White/Caucasian
1351                   <NA>
1352                   <NA>
1353        White/Caucasian
1354                  Other
1355 Black/African American
1356 Black/African American
1357        White/Caucasian
1358 Black/African American
1359                  Other
1360 Black/African American
1361        White/Caucasian
1362 Black/African American
1363        White/Caucasian
1364                  Other
1365                   <NA>
1366        White/Caucasian
1367 Black/African American
1368        White/Caucasian
1369 Black/African American
1370                   <NA>
1371                   <NA>
1372        White/Caucasian
1373                   <NA>
1374                  Other
1375                   <NA>
1376 Black/African American
1377 Black/African American
1378 Black/African American
1379                   <NA>
1380                   <NA>
1381        White/Caucasian
1382 Black/African American
1383        White/Caucasian
1384        White/Caucasian
1385                   <NA>
1386                  Other
1387        White/Caucasian
1388 Black/African American
1389                  Other
1390        White/Caucasian
1391 Black/African American
1392                   <NA>
1393                   <NA>
1394 Black/African American
1395 Black/African American
1396        White/Caucasian
1397        White/Caucasian
1398        White/Caucasian
1399        White/Caucasian
1400        White/Caucasian
1401        White/Caucasian
1402 Black/African American
1403        White/Caucasian
1404        White/Caucasian
1405                  Other
1406                   <NA>
1407                   <NA>
1408        White/Caucasian
1409        White/Caucasian
1410                   <NA>
1411                   <NA>
1412 Black/African American
1413                  Other
1414                  Other
1415                  Other
1416        White/Caucasian
1417 Black/African American
1418                  Other
1419        White/Caucasian
1420                  Other
1421        White/Caucasian
1422                   <NA>
1423        White/Caucasian
1424 Black/African American
1425        White/Caucasian
1426                   <NA>
1427                  Other
1428 Black/African American
1429 Black/African American
1430        White/Caucasian
1431        White/Caucasian
1432                  Other
1433        White/Caucasian
1434        White/Caucasian
1435 Black/African American
1436        White/Caucasian
1437        White/Caucasian
1438        White/Caucasian
1439 Black/African American
1440 Black/African American
1441                   <NA>
1442        White/Caucasian
1443 Black/African American
1444        White/Caucasian
1445 Black/African American
1446        White/Caucasian
1447        White/Caucasian
1448                   <NA>
1449        White/Caucasian
1450        White/Caucasian
1451                   <NA>
1452                   <NA>
1453                  Other
1454 Black/African American
1455        White/Caucasian
1456 Black/African American
1457        White/Caucasian
1458        White/Caucasian
1459        White/Caucasian
1460                   <NA>
1461        White/Caucasian
1462 Black/African American
1463 Black/African American
1464                   <NA>
1465                   <NA>
1466 Black/African American
1467                   <NA>
1468        White/Caucasian
1469        White/Caucasian
1470                  Other
1471        White/Caucasian
1472 Black/African American
1473 Black/African American
1474                   <NA>
1475 Black/African American
1476 Black/African American
1477                   <NA>
1478                  Other
1479 Black/African American
1480                   <NA>
1481                   <NA>
1482 Black/African American
1483                   <NA>
1484 Black/African American
1485                  Other
1486                   <NA>
1487                   <NA>
1488        White/Caucasian
1489                   <NA>
1490                   <NA>
1491        White/Caucasian
1492                  Other
1493        White/Caucasian
1494 Black/African American
1495 Black/African American
1496 Black/African American
1497                   <NA>
1498                   <NA>
1499                   <NA>
1500                   <NA>
1501 Black/African American
1502        White/Caucasian
1503        White/Caucasian
1504        White/Caucasian
1505 Black/African American
1506 Black/African American
1507                  Other
1508        White/Caucasian
1509                   <NA>
1510        White/Caucasian
1511 Black/African American
1512        White/Caucasian
1513 Black/African American
1514        White/Caucasian
1515 Black/African American
1516                   <NA>
1517                  Other
1518                   <NA>
1519                  Other
1520 Black/African American
1521 Black/African American
1522 Black/African American
1523 Black/African American
1524 Black/African American
1525                   <NA>
1526 Black/African American
1527 Black/African American
1528 Black/African American
1529        White/Caucasian
1530        White/Caucasian
1531        White/Caucasian
1532 Black/African American
1533 Black/African American
1534                   <NA>
1535 Black/African American
1536                  Other
1537        White/Caucasian
1538                   <NA>
1539 Black/African American
1540                  Other
1541        White/Caucasian
1542        White/Caucasian
1543        White/Caucasian
1544        White/Caucasian
1545        White/Caucasian
1546        White/Caucasian
1547 Black/African American
1548 Black/African American
1549        White/Caucasian
1550                   <NA>
1551                  Other
1552 Black/African American
1553                  Other
1554        White/Caucasian
1555                   <NA>
1556        White/Caucasian
1557                   <NA>
1558                   <NA>
1559        White/Caucasian
1560 Black/African American
1561        White/Caucasian
1562 Black/African American
1563 Black/African American
1564 Black/African American
1565 Black/African American
1566                  Other
1567                  Other
1568        White/Caucasian
1569        White/Caucasian
1570        White/Caucasian
1571                   <NA>
1572        White/Caucasian
1573        White/Caucasian
1574                   <NA>
1575                   <NA>
1576 Black/African American
1577 Black/African American
1578                   <NA>
1579        White/Caucasian
1580 Black/African American
1581        White/Caucasian
1582 Black/African American
1583        White/Caucasian
1584 Black/African American
1585        White/Caucasian
1586        White/Caucasian
1587        White/Caucasian
1588                   <NA>
1589        White/Caucasian
1590        White/Caucasian
1591 Black/African American
1592        White/Caucasian
1593                   <NA>
1594 Black/African American
1595 Black/African American
1596                  Other
1597        White/Caucasian
1598        White/Caucasian
1599        White/Caucasian
1600 Black/African American
1601                  Other
1602 Black/African American
1603        White/Caucasian
1604        White/Caucasian
1605        White/Caucasian
1606 Black/African American
1607 Black/African American
1608                   <NA>
1609        White/Caucasian
1610                  Other
1611        White/Caucasian
1612        White/Caucasian
1613                  Other
1614                   <NA>
1615                   <NA>
1616                   <NA>
1617        White/Caucasian
1618                   <NA>
1619        White/Caucasian
1620                   <NA>
1621        White/Caucasian
1622 Black/African American
1623                   <NA>
1624        White/Caucasian
1625 Black/African American
1626        White/Caucasian
1627 Black/African American
1628        White/Caucasian
1629                  Other
1630 Black/African American
1631        White/Caucasian
1632        White/Caucasian
1633                   <NA>
1634 Black/African American
1635 Black/African American
1636                   <NA>
1637 Black/African American
1638        White/Caucasian
1639                   <NA>
1640                  Other
1641 Black/African American
1642 Black/African American
1643 Black/African American
1644                  Other
1645                   <NA>
1646        White/Caucasian
1647 Black/African American
1648        White/Caucasian
1649                   <NA>
1650                   <NA>
1651        White/Caucasian
1652 Black/African American
1653                   <NA>
1654 Black/African American
1655 Black/African American
1656        White/Caucasian
1657                  Other
1658                   <NA>
1659        White/Caucasian
1660        White/Caucasian
1661        White/Caucasian
1662        White/Caucasian
1663                   <NA>
1664                   <NA>
1665 Black/African American
1666        White/Caucasian
1667 Black/African American
1668        White/Caucasian
1669                  Other
1670                   <NA>
1671                  Other
1672                  Other
1673                   <NA>
1674 Black/African American
1675                   <NA>
1676                  Other
1677 Black/African American
1678                   <NA>
1679        White/Caucasian
1680 Black/African American
1681        White/Caucasian
1682        White/Caucasian
1683                  Other
1684                   <NA>
1685 Black/African American
1686                   <NA>
1687                   <NA>
1688                  Other
1689                   <NA>
1690 Black/African American
1691                   <NA>
1692 Black/African American
1693        White/Caucasian
1694        White/Caucasian
1695                   <NA>
1696                  Other
1697        White/Caucasian
1698                   <NA>
1699 Black/African American
1700        White/Caucasian
1701                   <NA>
1702                   <NA>
1703 Black/African American
1704        White/Caucasian
1705                  Other
1706                  Other
1707 Black/African American
1708        White/Caucasian
1709        White/Caucasian
1710        White/Caucasian
1711        White/Caucasian
1712                  Other
1713 Black/African American
1714 Black/African American
1715        White/Caucasian
1716                  Other
1717 Black/African American
1718 Black/African American
1719        White/Caucasian
1720        White/Caucasian
1721        White/Caucasian
1722        White/Caucasian
1723 Black/African American
1724        White/Caucasian
1725        White/Caucasian
1726 Black/African American
1727        White/Caucasian
1728                  Other
1729 Black/African American
1730 Black/African American
1731 Black/African American
1732        White/Caucasian
1733        White/Caucasian
1734        White/Caucasian
1735                  Other
1736 Black/African American
1737                   <NA>
1738 Black/African American
1739        White/Caucasian
1740                  Other
1741 Black/African American
1742        White/Caucasian
1743        White/Caucasian
1744        White/Caucasian
1745        White/Caucasian
1746 Black/African American
1747        White/Caucasian
1748 Black/African American
1749        White/Caucasian
1750 Black/African American
1751                   <NA>
1752        White/Caucasian
1753        White/Caucasian
1754                  Other
1755                   <NA>
1756        White/Caucasian
1757        White/Caucasian
1758        White/Caucasian
1759        White/Caucasian
1760 Black/African American
1761        White/Caucasian
1762 Black/African American
1763        White/Caucasian
1764        White/Caucasian
1765 Black/African American
1766 Black/African American
1767                   <NA>
1768        White/Caucasian
1769                  Other
1770 Black/African American
1771        White/Caucasian
1772 Black/African American
1773 Black/African American
1774 Black/African American
1775        White/Caucasian
1776                   <NA>
1777                  Other
1778 Black/African American
1779        White/Caucasian
1780        White/Caucasian
1781                  Other
1782        White/Caucasian
1783 Black/African American
1784        White/Caucasian
1785 Black/African American
1786                   <NA>
1787 Black/African American
1788 Black/African American
1789 Black/African American
1790                  Other
1791        White/Caucasian
1792                   <NA>
1793 Black/African American
1794 Black/African American
1795        White/Caucasian
1796                   <NA>
1797                  Other
1798                   <NA>
1799 Black/African American
1800        White/Caucasian
1801                   <NA>
1802        White/Caucasian
1803 Black/African American
1804                  Other
1805        White/Caucasian
1806        White/Caucasian
1807 Black/African American
1808 Black/African American
1809 Black/African American
1810                   <NA>
1811        White/Caucasian
1812 Black/African American
1813                  Other
1814                   <NA>
1815 Black/African American
1816        White/Caucasian
1817        White/Caucasian
1818 Black/African American
1819                   <NA>
1820                  Other
1821        White/Caucasian
1822 Black/African American
1823        White/Caucasian
1824                  Other
1825        White/Caucasian
1826        White/Caucasian
1827                   <NA>
1828                   <NA>
1829        White/Caucasian
1830 Black/African American
1831                   <NA>
1832        White/Caucasian
1833        White/Caucasian
1834                   <NA>
1835 Black/African American
1836                   <NA>
1837 Black/African American
1838 Black/African American
1839                   <NA>
1840        White/Caucasian
1841        White/Caucasian
1842 Black/African American
1843        White/Caucasian
1844 Black/African American
1845        White/Caucasian
1846        White/Caucasian
1847 Black/African American
1848        White/Caucasian
1849                   <NA>
1850                   <NA>
1851        White/Caucasian
1852                   <NA>
1853        White/Caucasian
1854 Black/African American
1855        White/Caucasian
1856 Black/African American
1857 Black/African American
1858        White/Caucasian
1859        White/Caucasian
1860                  Other
1861                  Other
1862        White/Caucasian
1863                   <NA>
1864                  Other
1865 Black/African American
1866        White/Caucasian
1867 Black/African American
1868        White/Caucasian
1869                  Other
1870 Black/African American
1871                  Other
1872                   <NA>
1873        White/Caucasian
1874        White/Caucasian
1875                  Other
1876                   <NA>
1877        White/Caucasian
1878                  Other
1879 Black/African American
1880                   <NA>
1881 Black/African American
1882 Black/African American
1883 Black/African American
1884        White/Caucasian
1885 Black/African American
1886        White/Caucasian
1887                   <NA>
1888 Black/African American
1889                   <NA>
1890 Black/African American
1891        White/Caucasian
1892 Black/African American
1893                   <NA>
1894 Black/African American
1895        White/Caucasian
1896        White/Caucasian
1897        White/Caucasian
1898 Black/African American
1899        White/Caucasian
1900 Black/African American
1901        White/Caucasian
1902 Black/African American
1903 Black/African American
1904 Black/African American
1905        White/Caucasian
1906        White/Caucasian
1907        White/Caucasian
1908                   <NA>
1909        White/Caucasian
1910        White/Caucasian
1911                  Other
1912        White/Caucasian
1913        White/Caucasian
1914                   <NA>
1915        White/Caucasian
1916                  Other
1917 Black/African American
1918        White/Caucasian
1919        White/Caucasian
1920 Black/African American
1921                   <NA>
1922                   <NA>
1923 Black/African American
1924        White/Caucasian
1925        White/Caucasian
1926                   <NA>
1927        White/Caucasian
1928        White/Caucasian
1929        White/Caucasian
1930                  Other
1931        White/Caucasian
1932                   <NA>
1933        White/Caucasian
1934        White/Caucasian
1935                   <NA>
1936 Black/African American
1937 Black/African American
1938 Black/African American
1939 Black/African American
1940                   <NA>
1941                  Other
1942        White/Caucasian
1943 Black/African American
1944        White/Caucasian
1945                   <NA>
1946 Black/African American
1947                   <NA>
1948                  Other
1949        White/Caucasian
1950                   <NA>
1951        White/Caucasian
1952        White/Caucasian
1953 Black/African American
1954                  Other
1955        White/Caucasian
1956 Black/African American
1957                  Other
1958 Black/African American
1959 Black/African American
1960        White/Caucasian
1961 Black/African American
1962        White/Caucasian
1963        White/Caucasian
1964        White/Caucasian
1965 Black/African American
1966 Black/African American
1967                   <NA>
1968 Black/African American
1969 Black/African American
1970        White/Caucasian
1971 Black/African American
1972 Black/African American
1973                  Other
1974 Black/African American
1975 Black/African American
1976        White/Caucasian
1977        White/Caucasian
1978                   <NA>
1979        White/Caucasian
1980        White/Caucasian
1981 Black/African American
1982        White/Caucasian
1983 Black/African American
1984        White/Caucasian
1985        White/Caucasian
1986        White/Caucasian
1987        White/Caucasian
1988 Black/African American
1989                  Other
1990        White/Caucasian
1991 Black/African American
1992        White/Caucasian
1993 Black/African American
1994                   <NA>
1995                   <NA>
1996        White/Caucasian
1997 Black/African American
1998        White/Caucasian
1999                  Other
2000        White/Caucasian
2001                   <NA>
2002 Black/African American
2003        White/Caucasian
2004        White/Caucasian
2005 Black/African American
2006 Black/African American
2007 Black/African American
2008                  Other
2009 Black/African American
2010        White/Caucasian
2011                  Other
2012        White/Caucasian
2013        White/Caucasian
2014        White/Caucasian
2015                  Other
2016                  Other
2017 Black/African American
2018                   <NA>
2019                  Other
2020                  Other
2021        White/Caucasian
2022 Black/African American
2023                  Other
2024                  Other
2025        White/Caucasian
2026        White/Caucasian
2027                   <NA>
2028                   <NA>
2029                  Other
2030        White/Caucasian
2031        White/Caucasian
2032        White/Caucasian
2033 Black/African American
2034 Black/African American
2035        White/Caucasian
2036                   <NA>
2037                  Other
2038                  Other
2039 Black/African American
2040 Black/African American
2041 Black/African American
2042 Black/African American
2043        White/Caucasian
2044 Black/African American
2045        White/Caucasian
2046 Black/African American
2047        White/Caucasian
2048        White/Caucasian
2049        White/Caucasian
2050        White/Caucasian
2051        White/Caucasian
2052 Black/African American
2053        White/Caucasian
2054                   <NA>
2055                  Other
2056        White/Caucasian
2057                  Other
2058 Black/African American
2059 Black/African American
2060        White/Caucasian
2061        White/Caucasian
2062                   <NA>
2063                   <NA>
2064                   <NA>
2065                  Other
2066        White/Caucasian
2067 Black/African American
2068                  Other
2069 Black/African American
2070 Black/African American
2071                  Other
2072        White/Caucasian
2073 Black/African American
2074                  Other
2075        White/Caucasian
2076                  Other
2077        White/Caucasian
2078        White/Caucasian
2079                  Other
2080 Black/African American
2081        White/Caucasian
2082        White/Caucasian
2083                   <NA>
2084        White/Caucasian
2085 Black/African American
2086 Black/African American
2087 Black/African American
2088        White/Caucasian
2089                   <NA>
2090        White/Caucasian
2091 Black/African American
2092 Black/African American
2093                  Other
2094 Black/African American
2095        White/Caucasian
2096 Black/African American
2097        White/Caucasian
2098 Black/African American
2099                   <NA>
2100                   <NA>
2101        White/Caucasian
2102        White/Caucasian
2103 Black/African American
2104        White/Caucasian
2105                   <NA>
2106 Black/African American
2107                   <NA>
2108                  Other
2109        White/Caucasian
2110 Black/African American
2111                  Other
2112                  Other
2113        White/Caucasian
2114 Black/African American
2115                  Other
2116                   <NA>
2117                   <NA>
2118        White/Caucasian
2119                   <NA>
2120 Black/African American
2121        White/Caucasian
2122 Black/African American
2123 Black/African American
2124 Black/African American
2125                   <NA>
2126        White/Caucasian
2127        White/Caucasian
2128 Black/African American
2129        White/Caucasian
2130        White/Caucasian
2131        White/Caucasian
2132 Black/African American
2133        White/Caucasian
2134 Black/African American
2135 Black/African American
2136 Black/African American
2137        White/Caucasian
2138 Black/African American
2139        White/Caucasian
2140                  Other
2141                  Other
2142 Black/African American
2143                   <NA>
2144        White/Caucasian
2145 Black/African American
2146                  Other
2147 Black/African American
2148        White/Caucasian
2149 Black/African American
2150 Black/African American
2151        White/Caucasian
2152                  Other
2153 Black/African American
2154                   <NA>
2155                  Other
2156        White/Caucasian
2157 Black/African American
2158        White/Caucasian
2159 Black/African American
2160                  Other
2161 Black/African American
2162        White/Caucasian
2163                  Other
2164 Black/African American
2165        White/Caucasian
2166                   <NA>
2167                   <NA>
2168 Black/African American
2169                  Other
2170 Black/African American
2171                  Other
2172        White/Caucasian
2173        White/Caucasian
2174 Black/African American
2175                  Other
2176        White/Caucasian
2177 Black/African American
2178 Black/African American
2179 Black/African American
2180        White/Caucasian
2181                  Other
2182        White/Caucasian
2183        White/Caucasian
2184 Black/African American
2185                   <NA>
2186        White/Caucasian
2187                   <NA>
2188        White/Caucasian
2189                   <NA>
2190                  Other
2191                   <NA>
2192 Black/African American
2193        White/Caucasian
2194 Black/African American
2195 Black/African American
2196        White/Caucasian
2197                   <NA>
2198                  Other
2199                  Other
2200                  Other
2201        White/Caucasian
2202                   <NA>
2203 Black/African American
2204        White/Caucasian
2205 Black/African American
2206                  Other
2207        White/Caucasian
2208                   <NA>
2209                   <NA>
2210 Black/African American
2211                  Other
2212 Black/African American
2213                   <NA>
2214        White/Caucasian
2215 Black/African American
2216        White/Caucasian
2217 Black/African American
2218                   <NA>
2219        White/Caucasian
2220        White/Caucasian
2221                   <NA>
2222                   <NA>
2223        White/Caucasian
2224        White/Caucasian
2225                   <NA>
2226 Black/African American
2227        White/Caucasian
2228        White/Caucasian
2229 Black/African American
2230 Black/African American
2231        White/Caucasian
2232 Black/African American
2233        White/Caucasian
2234        White/Caucasian
2235                   <NA>
2236        White/Caucasian
2237        White/Caucasian
2238                  Other
2239        White/Caucasian
2240                  Other
2241                   <NA>
2242 Black/African American
2243        White/Caucasian
2244                   <NA>
2245                  Other
2246        White/Caucasian
2247                  Other
2248                   <NA>
2249        White/Caucasian
2250                  Other
2251        White/Caucasian
2252 Black/African American
2253                  Other
2254 Black/African American
2255 Black/African American
2256 Black/African American
2257        White/Caucasian
2258 Black/African American
2259                  Other
2260        White/Caucasian
2261 Black/African American
2262        White/Caucasian
2263                  Other
2264 Black/African American
2265                   <NA>
2266                  Other
2267 Black/African American
2268        White/Caucasian
2269                  Other
2270                   <NA>
2271 Black/African American
2272 Black/African American
2273        White/Caucasian
2274        White/Caucasian
2275 Black/African American
2276 Black/African American
2277        White/Caucasian
2278        White/Caucasian
2279 Black/African American
2280        White/Caucasian
2281        White/Caucasian
2282 Black/African American
2283 Black/African American
2284                   <NA>
2285        White/Caucasian
2286 Black/African American
2287                  Other
2288                  Other
2289                  Other
2290                  Other
2291        White/Caucasian
2292        White/Caucasian
2293 Black/African American
2294 Black/African American
2295 Black/African American
2296                  Other
2297 Black/African American
2298                   <NA>
2299                   <NA>
2300                   <NA>
2301                   <NA>
2302                   <NA>
2303 Black/African American
2304                   <NA>
2305 Black/African American
2306                   <NA>
2307                  Other
2308                   <NA>
2309                  Other
2310        White/Caucasian
2311 Black/African American
2312 Black/African American
2313 Black/African American
2314                  Other
2315        White/Caucasian
2316        White/Caucasian
2317 Black/African American
2318                   <NA>
2319        White/Caucasian
2320        White/Caucasian
2321                   <NA>
2322 Black/African American
2323                   <NA>
2324 Black/African American
2325 Black/African American
2326                  Other
2327        White/Caucasian
2328 Black/African American
2329        White/Caucasian
2330                   <NA>
2331 Black/African American
2332        White/Caucasian
2333        White/Caucasian
2334        White/Caucasian
2335 Black/African American
2336        White/Caucasian
2337 Black/African American
2338 Black/African American
2339 Black/African American
2340 Black/African American
2341 Black/African American
2342 Black/African American
2343                   <NA>
2344                   <NA>
2345                   <NA>
2346 Black/African American
2347        White/Caucasian
2348        White/Caucasian
2349                   <NA>
2350                   <NA>
2351        White/Caucasian
2352 Black/African American
2353 Black/African American
2354 Black/African American
2355        White/Caucasian
2356        White/Caucasian
2357        White/Caucasian
2358                  Other
2359                   <NA>
2360 Black/African American
2361        White/Caucasian
2362 Black/African American
2363        White/Caucasian
2364                   <NA>
2365                   <NA>
2366 Black/African American
2367        White/Caucasian
2368        White/Caucasian
2369 Black/African American
2370 Black/African American
2371 Black/African American
2372                   <NA>
2373                   <NA>
2374                  Other
2375 Black/African American
2376                   <NA>
2377                   <NA>
2378        White/Caucasian
2379                   <NA>
2380                   <NA>
2381 Black/African American
2382        White/Caucasian
2383 Black/African American
2384        White/Caucasian
2385        White/Caucasian
2386                  Other
2387        White/Caucasian
2388        White/Caucasian
2389                   <NA>
2390                  Other
2391        White/Caucasian
2392        White/Caucasian
2393 Black/African American
2394                   <NA>
2395        White/Caucasian
2396                   <NA>
2397 Black/African American
2398 Black/African American
2399 Black/African American
2400        White/Caucasian
2401        White/Caucasian
2402        White/Caucasian
2403        White/Caucasian
2404        White/Caucasian
2405 Black/African American
2406        White/Caucasian
2407 Black/African American
2408                   <NA>
2409 Black/African American
2410        White/Caucasian
2411 Black/African American
2412        White/Caucasian
2413                   <NA>
2414        White/Caucasian
2415 Black/African American
2416        White/Caucasian
2417        White/Caucasian
2418                  Other
2419 Black/African American
2420 Black/African American
2421        White/Caucasian
2422 Black/African American
2423        White/Caucasian
2424        White/Caucasian
2425 Black/African American
2426 Black/African American
2427                  Other
2428        White/Caucasian
2429 Black/African American
2430        White/Caucasian
2431        White/Caucasian
2432        White/Caucasian
2433                  Other
2434        White/Caucasian
2435                  Other
2436 Black/African American
2437 Black/African American
2438        White/Caucasian
2439        White/Caucasian
2440                   <NA>
2441 Black/African American
2442                   <NA>
2443 Black/African American
2444                  Other
2445        White/Caucasian
2446                   <NA>
2447 Black/African American
2448        White/Caucasian
2449                  Other
2450 Black/African American
2451 Black/African American
2452 Black/African American
2453 Black/African American
2454        White/Caucasian
2455 Black/African American
2456                  Other
2457                  Other
2458 Black/African American
2459 Black/African American
2460                  Other
2461                   <NA>
2462 Black/African American
2463        White/Caucasian
2464                  Other
2465                   <NA>
2466        White/Caucasian
2467        White/Caucasian
2468 Black/African American
2469        White/Caucasian
2470        White/Caucasian
2471 Black/African American
2472                  Other
2473        White/Caucasian
2474                  Other
2475 Black/African American
2476        White/Caucasian
2477                   <NA>
2478        White/Caucasian
2479        White/Caucasian
2480                   <NA>
2481        White/Caucasian
2482 Black/African American
2483 Black/African American
2484 Black/African American
2485 Black/African American
2486        White/Caucasian
2487 Black/African American
2488                  Other
2489 Black/African American
2490        White/Caucasian
2491 Black/African American
2492 Black/African American
2493        White/Caucasian
2494        White/Caucasian
2495                   <NA>
2496 Black/African American
2497                  Other
2498                   <NA>
2499        White/Caucasian
2500        White/Caucasian
2501        White/Caucasian
2502                   <NA>
2503                   <NA>
2504        White/Caucasian
2505                   <NA>
2506                  Other
2507        White/Caucasian
2508        White/Caucasian
2509 Black/African American
2510                   <NA>
2511        White/Caucasian
2512 Black/African American
2513 Black/African American
2514                   <NA>
2515        White/Caucasian
2516                   <NA>
2517 Black/African American
2518        White/Caucasian
2519                   <NA>
2520                  Other
2521 Black/African American
2522                   <NA>
2523 Black/African American
2524                   <NA>
2525        White/Caucasian
2526 Black/African American
2527        White/Caucasian
2528 Black/African American
2529        White/Caucasian
2530                   <NA>
2531                   <NA>
2532                  Other
2533 Black/African American
2534 Black/African American
2535        White/Caucasian
2536 Black/African American
2537        White/Caucasian
2538 Black/African American
2539 Black/African American
2540        White/Caucasian
2541                  Other
2542 Black/African American
2543        White/Caucasian
2544        White/Caucasian
2545                   <NA>
2546 Black/African American
2547                   <NA>
2548                  Other
2549 Black/African American
2550 Black/African American
2551 Black/African American
2552 Black/African American
2553 Black/African American
2554                   <NA>
2555        White/Caucasian
2556        White/Caucasian
2557 Black/African American
2558 Black/African American
2559                   <NA>
2560        White/Caucasian
2561 Black/African American
2562        White/Caucasian
2563        White/Caucasian
2564 Black/African American
2565        White/Caucasian
2566        White/Caucasian
2567        White/Caucasian
2568        White/Caucasian
2569        White/Caucasian
2570        White/Caucasian
2571        White/Caucasian
2572                  Other
2573 Black/African American
2574 Black/African American
2575                  Other
2576 Black/African American
2577 Black/African American
2578                   <NA>
2579                  Other
2580                  Other
2581        White/Caucasian
2582        White/Caucasian
2583                  Other
2584 Black/African American
2585                   <NA>
2586        White/Caucasian
2587                  Other
2588                   <NA>
2589                  Other
2590                   <NA>
2591 Black/African American
2592        White/Caucasian
2593        White/Caucasian
2594 Black/African American
2595 Black/African American
2596                   <NA>
2597        White/Caucasian
2598 Black/African American
2599 Black/African American
2600                  Other
2601 Black/African American
2602 Black/African American
2603 Black/African American
2604                  Other
2605                   <NA>
2606                  Other
2607                   <NA>
2608        White/Caucasian
2609 Black/African American
2610 Black/African American
2611                  Other
2612 Black/African American
2613                   <NA>
2614        White/Caucasian
2615                   <NA>
2616        White/Caucasian
2617                   <NA>
2618                  Other
2619 Black/African American
2620 Black/African American
2621        White/Caucasian
2622 Black/African American
2623 Black/African American
2624 Black/African American
2625        White/Caucasian
2626 Black/African American
2627                   <NA>
2628                  Other
2629                  Other
2630        White/Caucasian
2631        White/Caucasian
2632 Black/African American
2633                  Other
2634        White/Caucasian
2635        White/Caucasian
2636 Black/African American
2637 Black/African American
2638        White/Caucasian
2639        White/Caucasian
2640                   <NA>
2641 Black/African American
2642        White/Caucasian
2643        White/Caucasian
2644 Black/African American
2645 Black/African American
2646        White/Caucasian
2647        White/Caucasian
2648 Black/African American
2649                  Other
2650 Black/African American
2651        White/Caucasian
2652 Black/African American
2653        White/Caucasian
2654        White/Caucasian
2655        White/Caucasian
2656                  Other
2657                  Other
2658        White/Caucasian
2659                   <NA>
2660        White/Caucasian
2661                   <NA>
2662        White/Caucasian
2663                   <NA>
2664 Black/African American
2665        White/Caucasian
2666 Black/African American
2667        White/Caucasian
2668        White/Caucasian
2669 Black/African American
2670                   <NA>
2671 Black/African American
2672                   <NA>
2673        White/Caucasian
2674        White/Caucasian
2675 Black/African American
2676                  Other
2677 Black/African American
2678        White/Caucasian
2679 Black/African American
2680        White/Caucasian
2681 Black/African American
2682 Black/African American
2683                   <NA>
2684 Black/African American
2685 Black/African American
2686 Black/African American
2687                   <NA>
2688        White/Caucasian
2689                   <NA>
2690        White/Caucasian
2691 Black/African American
2692        White/Caucasian
2693 Black/African American
2694 Black/African American
2695 Black/African American
2696                   <NA>
2697        White/Caucasian
2698                  Other
2699                   <NA>
2700 Black/African American
2701 Black/African American
2702                   <NA>
2703        White/Caucasian
2704                   <NA>
2705        White/Caucasian
2706        White/Caucasian
2707        White/Caucasian
2708 Black/African American
2709                   <NA>
2710        White/Caucasian
2711                   <NA>
2712                  Other
2713 Black/African American
2714        White/Caucasian
2715        White/Caucasian
2716 Black/African American
2717        White/Caucasian
2718                   <NA>
2719        White/Caucasian
2720        White/Caucasian
2721        White/Caucasian
2722        White/Caucasian
2723 Black/African American
2724                  Other
2725                   <NA>
2726                  Other
2727 Black/African American
2728                   <NA>

relocate() + specify location

  • You can also specify where you want to move the column(s) using .before or .after arguments
hrs_03_reloc <- hrs_01_vars_subset |> relocate(income, .after = id)
hrs_04_reloc <- hrs_01_vars_subset |> relocate(income, .before = lung)
1
Moves income to place it directly after the id column.
2
Moves income to place it right before the `lung`` column.

 

Original dataset:

hrs_01_vars_subset
             id age_mo      income diab lung drink          race_original
1    552754_010    665   35000.000   No   No    No                   <NA>
2    555339_020    676       0.000   No   No   Yes        White/Caucasian
3    559734_010    663  108400.000   No   No   Yes                   <NA>
4    558143_020    600  526192.000   No   No   Yes        White/Caucasian
5    554789_020    860  148320.000  Yes   No   Yes Black/African American
6    551018_010    632   28266.534  Yes  Yes   Yes        White/Caucasian
7    550516_010    749   13236.192   No   No   Yes Black/African American
8    559093_010    621   50761.000   No   No   Yes Black/African American
9    556288_020    845  303916.197   No   No   Yes        White/Caucasian
10   550790_010    679  418024.000   No   No   Yes                   <NA>
11   555294_010    641   22000.000   No   No    No                   <NA>
12   559170_010    649   10000.000   No   No    No                   <NA>
13   551238_010    646   73000.000   No  Yes   Yes        White/Caucasian
14   554874_010    721   29000.000  Yes   No    No Black/African American
15   551179_010    691  250800.000   No   No   Yes Black/African American
16   551108_020    622  119000.000   No   No    No        White/Caucasian
17   555511_010    605   39132.000   No   No   Yes                   <NA>
18   556018_020    638   55000.000   No   No   Yes        White/Caucasian
19   555578_020    665   13824.000   No   No   Yes Black/African American
20   559002_010    648   98120.000   No   No   Yes Black/African American
21   557423_010    677  190606.151  Yes   No   Yes        White/Caucasian
22   558441_010    641  299440.000   No   No   Yes                   <NA>
23   553087_020    800  178000.000  Yes   No    No                   <NA>
24   550622_010    640   30000.000  Yes   No   Yes        White/Caucasian
25   552725_010   1081   84600.000   No   No   Yes                  Other
26   553480_010    653   22908.000  Yes   No   Yes        White/Caucasian
27   553443_020    746   50000.000  Yes   No   Yes Black/African American
28   554670_020    911   27140.000   No   No   Yes        White/Caucasian
29   551973_010    683   43200.000  Yes   No   Yes        White/Caucasian
30   559990_010    652   50000.000   No   No   Yes                   <NA>
31   557680_020    812   46000.000   No   No   Yes Black/African American
32   556364_010    951    6192.000  Yes   No    No Black/African American
33   552323_010    862   16440.000  Yes  Yes   Yes        White/Caucasian
34   554006_010    895   26320.000  Yes   No    No        White/Caucasian
35   551054_010    685   29073.827   No   No   Yes Black/African American
36   557601_010   1100   24216.000   No   No    No Black/African American
37   557595_020    759   30552.000   No   No   Yes                  Other
38   556536_010    641   14364.000  Yes   No    No        White/Caucasian
39   558004_010    637  102000.000   No   No   Yes        White/Caucasian
40   556675_020    571  115000.000   No   No   Yes                  Other
41   556381_010    651  178000.000   No   No   Yes        White/Caucasian
42   553553_010    639    1512.000   No   No   Yes        White/Caucasian
43   553780_020    674  389080.000   No   No   Yes Black/African American
44   555022_010    625   31800.000  Yes   No   Yes                  Other
45   555463_010   1020   12660.000  Yes   No    No        White/Caucasian
46   559646_010    646   23200.000   No   No    No        White/Caucasian
47   559601_010    639   12660.000  Yes  Yes    No                   <NA>
48   551767_010    643   37700.000  Yes   No    No                  Other
49   553534_010    651  104900.000   No   No   Yes                   <NA>
50   555324_010    656   41688.000   No   No    No        White/Caucasian
51   554129_020   1135   96200.000   No   No   Yes Black/African American
52   557351_020    834  107054.866   No  Yes    No Black/African American
53   556900_010    630  102000.000   No  Yes   Yes        White/Caucasian
54   554807_010    816    8400.000   No   No   Yes                  Other
55   551191_010    992   18030.697  Yes   No    No Black/African American
56   559148_010    729    9000.000  Yes  Yes   Yes        White/Caucasian
57   557048_020    586  131020.000   No   No    No Black/African American
58   552306_020    609  187690.000   No   No   Yes                   <NA>
59   552766_010    895   17664.000   No   No   Yes Black/African American
60   559300_010    680  353005.511   No   No   Yes        White/Caucasian
61   556979_010    644   26792.000   No   No   Yes        White/Caucasian
62   559820_010    635  175536.000   No   No   Yes        White/Caucasian
63   554387_020    604  218690.633   No   No   Yes                   <NA>
64   558974_010    669   94051.000   No   No   Yes        White/Caucasian
65   556223_010    709  137000.000   No   No   Yes Black/African American
66   555951_010    823   53005.000  Yes   No    No Black/African American
67   559375_010    645  152000.000   No   No   Yes Black/African American
68   551604_020    899   60924.000   No   No    No Black/African American
69   557139_010    857   10197.776  Yes   No   Yes Black/African American
70   555071_020    579  124800.000   No  Yes   Yes Black/African American
71   553738_010    918   22763.401   No   No    No Black/African American
72   558128_010    619  237000.000   No   No   Yes                   <NA>
73   557411_020    613   32640.000  Yes  Yes   Yes        White/Caucasian
74   557646_010    681   46020.000   No   No   Yes        White/Caucasian
75   554690_020    597  120001.000   No   No   Yes        White/Caucasian
76   552939_010    662  109120.000   No   No   Yes Black/African American
77   558663_010    680   60200.000  Yes   No   Yes        White/Caucasian
78   553817_010    681   43003.000  Yes   No    No Black/African American
79   553508_010    656    1681.298   No   No    No                   <NA>
80   559346_010    892   84124.000  Yes   No   Yes Black/African American
81   553847_010    633   10800.000  Yes   No    No                   <NA>
82   558935_010    796    8319.000   No   No   Yes        White/Caucasian
83   551604_020    916   61205.000   No   No    No Black/African American
84   558588_010    747   25274.273  Yes   No    No                  Other
85   559292_010    681       0.000   No   No   Yes Black/African American
86   559479_010    637   60000.000   No   No    No                   <NA>
87   551179_020    689  250000.000   No   No   Yes Black/African American
88   558926_020    675  121000.000  Yes   No    No        White/Caucasian
89   556712_010    703   91500.000  Yes   No    No Black/African American
90   557375_010    623     500.000  Yes  Yes   Yes        White/Caucasian
91   554075_010    780     203.000   No   No    No        White/Caucasian
92   553124_020    580   90000.000   No   No   Yes                   <NA>
93   554850_010    677   14400.000   No   No   Yes Black/African American
94   554481_010    766   55212.000   No   No    No Black/African American
95   556291_010    698   80000.000   No   No    No Black/African American
96   559660_010    753    8400.000   No  Yes    No Black/African American
97   552314_010    774   70000.000   No   No   Yes Black/African American
98   556207_010    926       0.000   No  Yes   Yes Black/African American
99   551914_010    634   82000.000   No   No   Yes Black/African American
100  552482_010    817   51000.000   No  Yes   Yes        White/Caucasian
101  556712_010    703   91500.000  Yes   No    No Black/African American
102  551116_020    432   68403.000   No   No   Yes                   <NA>
103  559170_010    649   10000.000   No   No    No                   <NA>
104  554479_010    669   15254.301   No   No    No Black/African American
105  554818_010    718   76033.000   No   No   Yes Black/African American
106  554186_010    650   18400.000   No   No   Yes Black/African American
107  551833_010    637   84000.000   No   No   Yes                   <NA>
108  559523_010    831   46020.000   No   No    No Black/African American
109  555215_020    617       0.000   No   No   Yes                   <NA>
110  553211_010    883   21000.000   No  Yes    No Black/African American
111  550500_010   1086   18800.000   No   No    No        White/Caucasian
112  554341_010    620   69876.368   No   No   Yes        White/Caucasian
113  550964_010    641  630680.000   No   No   Yes        White/Caucasian
114  550920_020    665   16320.000   No   No   Yes                   <NA>
115  554344_020    804   58469.605  Yes   No    No Black/African American
116  557446_010    663   65000.000   No  Yes    No        White/Caucasian
117  558646_010    772   20000.000   No   No   Yes Black/African American
118  550651_010    955   55000.000  Yes   No   Yes Black/African American
119  554591_020    586  126600.000   No   No   Yes Black/African American
120  556766_010    605   60000.000   No   No   Yes                   <NA>
121  553087_020    813  178528.000  Yes   No    No                   <NA>
122  555788_010    805   87000.000   No   No    No Black/African American
123  555460_010    640   22534.000   No   No   Yes                   <NA>
124  552761_020    726   18895.000   No   No    No        White/Caucasian
125  559996_010    757   32580.000  Yes   No   Yes                  Other
126  555467_010    626  140000.000   No   No   Yes                   <NA>
127  551602_010    857       0.000   No   No   Yes                  Other
128  551597_020    634   26000.000   No   No    No                   <NA>
129  556646_010    830  253820.000   No   No   Yes Black/African American
130  559573_010    784    2149.000  Yes   No   Yes        White/Caucasian
131  558651_010    644   48000.000   No   No   Yes Black/African American
132  555495_010    687   19500.000   No   No   Yes        White/Caucasian
133  552423_020    680       0.000   No   No    No Black/African American
134  550164_020    838  486747.804   No   No   Yes        White/Caucasian
135  554494_010    649  139200.000   No   No   Yes        White/Caucasian
136  551026_010    939   15500.000   No   No   Yes Black/African American
137  554561_010    659   70000.000  Yes   No   Yes                  Other
138  552780_010    879   98137.254   No   No   Yes        White/Caucasian
139  557152_020    631   83003.000   No   No    No        White/Caucasian
140  556050_020    652  238400.000   No   No   Yes        White/Caucasian
141  550345_010    865       0.000  Yes   No   Yes        White/Caucasian
142  557516_010   1163    8662.000   No   No    No Black/African American
143  554228_020    837   17412.000  Yes   No   Yes        White/Caucasian
144  554680_010    786    3000.000   No   No   Yes Black/African American
145  556870_010    815   28800.000   No  Yes   Yes Black/African American
146  553826_020    753  174066.434   No   No   Yes        White/Caucasian
147  552941_010    633    3600.000   No   No    No Black/African American
148  553316_010    673   25764.286   No   No    No                   <NA>
149  550931_010    653   31850.000   No   No   Yes                   <NA>
150  551334_010    803   94416.000   No   No   Yes Black/African American
151  556712_010    698   91000.000  Yes   No    No Black/African American
152  557413_010    617  990200.000   No   No   Yes Black/African American
153  556668_010   1013   23780.000   No  Yes    No        White/Caucasian
154  555959_010    623   76000.000   No   No   Yes Black/African American
155  553031_010    641  145000.000  Yes   No   Yes Black/African American
156  553970_010    663   75080.000  Yes   No   Yes        White/Caucasian
157  550240_010    886   47520.000   No   No   Yes        White/Caucasian
158  558629_010    828  385000.000   No   No    No        White/Caucasian
159  558694_010    644  353005.511   No   No   Yes        White/Caucasian
160  554764_010    701  100480.000  Yes   No   Yes Black/African American
161  559227_010    642  102680.000   No   No   Yes        White/Caucasian
162  556732_010    774   48012.000   No   No   Yes        White/Caucasian
163  555209_010    630  365005.000   No   No   Yes        White/Caucasian
164  551412_010    682   72600.000   No   No   Yes Black/African American
165  550859_010    673   54512.000  Yes   No   Yes        White/Caucasian
166  559867_010    803  308584.288   No   No   Yes        White/Caucasian
167  555053_010   1022   25274.273   No   No   Yes        White/Caucasian
168  553757_010    635  265075.000   No   No   Yes        White/Caucasian
169  553881_010    713   58469.605   No   No   Yes Black/African American
170  555886_020    706   88690.000   No   No   Yes        White/Caucasian
171  550201_020    490  281000.000   No   No   Yes        White/Caucasian
172  558175_010    631  526192.000   No   No   Yes                   <NA>
173  553067_010    643  185000.000   No   No   Yes                   <NA>
174  554832_020    737   13200.000  Yes   No    No        White/Caucasian
175  556394_020    821   31000.000   No   No   Yes        White/Caucasian
176  551944_020    630  134600.000   No   No   Yes                   <NA>
177  553435_010    915   27450.000   No   No   Yes        White/Caucasian
178  558774_020    681   40000.000  Yes   No   Yes        White/Caucasian
179  551225_010    662   33603.498  Yes   No    No                  Other
180  550569_020    637  319200.000   No   No   Yes        White/Caucasian
181  552034_010    834   27376.000   No   No    No Black/African American
182  551143_020    607   27600.000   No  Yes   Yes        White/Caucasian
183  559902_010    868   26008.000  Yes   No    No        White/Caucasian
184  558360_010    771   10800.000   No   No    No Black/African American
185  556334_010    874   32580.000  Yes   No   Yes Black/African American
186  559885_010    629  101400.000   No   No   Yes Black/African American
187  551845_020    896   39154.111   No   No   Yes                  Other
188  555737_020    497   95824.000   No   No   Yes                   <NA>
189  556499_010    754   53400.000   No   No   Yes Black/African American
190  557180_010    677  277412.000   No   No   Yes        White/Caucasian
191  556779_020    613  121060.000   No   No   Yes        White/Caucasian
192  555445_020    914   67000.000  Yes   No    No        White/Caucasian
193  552567_010    701  125000.000   No   No   Yes        White/Caucasian
194  556143_010    706   33000.000   No   No    No        White/Caucasian
195  556868_010    988    2544.000  Yes   No   Yes Black/African American
196  552892_020    746   92000.000   No  Yes   Yes Black/African American
197  554425_010    839   22636.000  Yes   No    No Black/African American
198  558831_010    636   15324.000   No   No   Yes                   <NA>
199  558532_010    613   60200.000   No   No   Yes                   <NA>
200  552025_020    497  117000.000   No   No   Yes Black/African American
201  555805_010    675  244738.170   No   No   Yes                   <NA>
202  550696_010    841   16800.000   No   No    No        White/Caucasian
203  552828_010    637  301201.732   No   No   Yes Black/African American
204  555221_010    718   26100.000  Yes   No    No        White/Caucasian
205  554911_010    891   68403.000   No   No   Yes                  Other
206  555918_010    626   23286.000  Yes   No    No Black/African American
207  556114_010    633  240591.268   No   No    No        White/Caucasian
208  553646_020    619  223349.581   No   No   Yes                   <NA>
209  559843_010    709   68320.000   No   No    No        White/Caucasian
210  556291_010    699   80000.000   No   No    No Black/African American
211  558974_010    669   94204.000   No   No   Yes        White/Caucasian
212  558837_020    809       0.000   No   No    No        White/Caucasian
213  551759_020    579  134188.000   No   No   Yes        White/Caucasian
214  553273_010    660   55400.000  Yes   No   Yes Black/African American
215  552279_010    832   23724.438   No   No   Yes                  Other
216  556859_010    647   57500.000   No   No   Yes                   <NA>
217  551238_020    635   73000.000   No   No   Yes        White/Caucasian
218  550753_020    651   52600.000   No   No    No        White/Caucasian
219  551007_020    801   32140.949  Yes   No   Yes Black/African American
220  559287_010    841   96351.675   No   No   Yes        White/Caucasian
221  551073_010    649    3604.000   No   No   Yes                  Other
222  556390_010    632   12000.000   No   No   Yes        White/Caucasian
223  556734_010    664  157820.000   No   No   Yes        White/Caucasian
224  556989_010    935   17457.000   No   No    No Black/African American
225  559963_010    657  125000.000  Yes   No   Yes                  Other
226  552082_020    838   22008.000   No  Yes    No Black/African American
227  558355_010    832    7740.000   No   No    No Black/African American
228  553341_010    616   24400.000   No  Yes   Yes                   <NA>
229  555375_010    714   40100.000   No   No   Yes Black/African American
230  559806_010    783   55000.000   No   No    No        White/Caucasian
231  552618_010    768   25673.251   No  Yes    No Black/African American
232  555041_020    912   48200.000  Yes   No    No Black/African American
233  550930_010    675   93680.000  Yes   No   Yes Black/African American
234  558039_010    758    3000.000  Yes   No   Yes Black/African American
235  553564_020    545   35000.000  Yes   No    No        White/Caucasian
236  550347_020    635  208000.000   No   No   Yes                   <NA>
237  554233_020    591  237050.000   No   No   Yes        White/Caucasian
238  553294_010    643   55000.000   No   No   Yes                   <NA>
239  551468_010    623   99000.000  Yes   No   Yes                  Other
240  556836_010    628   99472.590  Yes   No    No        White/Caucasian
241  550962_020    629   47000.000  Yes   No   Yes Black/African American
242  558741_010    939   14688.000  Yes   No   Yes Black/African American
243  552681_020    613   51000.000   No   No    No Black/African American
244  556144_020    764  148320.000   No   No   Yes        White/Caucasian
245  558174_010    954  143000.000   No  Yes    No Black/African American
246  552323_020    819   16608.000  Yes  Yes   Yes        White/Caucasian
247  558403_020    586  128000.000   No   No   Yes Black/African American
248  559470_010    797   17388.000   No   No   Yes        White/Caucasian
249  551944_010    614  135024.000   No   No   Yes                   <NA>
250  557383_010    802   15324.000  Yes   No   Yes                  Other
251  556475_010    859   65592.000   No   No   Yes Black/African American
252  557125_010    698   40000.000  Yes   No   Yes Black/African American
253  556224_010    813   90000.000   No   No   Yes Black/African American
254  550119_020    968   33972.000   No   No   Yes        White/Caucasian
255  550462_010    673   10000.000   No   No   Yes                  Other
256  555545_010    721    3600.000   No   No   Yes Black/African American
257  550437_010    774   46800.000   No   No   Yes Black/African American
258  556732_010    774   47960.000   No   No   Yes        White/Caucasian
259  552479_020    486  200020.000   No   No   Yes        White/Caucasian
260  553055_010    752   41208.000  Yes   No   Yes Black/African American
261  551982_020    507  586000.000   No   No   Yes                  Other
262  553768_010    947   12420.000  Yes   No   Yes Black/African American
263  558133_010    677  135024.000  Yes   No   Yes        White/Caucasian
264  550543_010    634  161000.000  Yes   No   Yes        White/Caucasian
265  557225_010    618   15500.000  Yes  Yes    No                   <NA>
266  556951_010    630  182036.000   No   No   Yes                   <NA>
267  554862_010    671   11448.000   No  Yes   Yes                   <NA>
268  558391_020    644   50000.000  Yes   No    No        White/Caucasian
269  557031_010    634   79974.000   No   No   Yes Black/African American
270  550186_010    634  276570.000   No   No   Yes        White/Caucasian
271  555473_010    768    3600.000   No   No   Yes Black/African American
272  552279_020    712   24112.000   No   No    No                  Other
273  552554_010    617  215008.000  Yes   No   Yes                  Other
274  556558_010    647   82000.000   No   No   Yes                   <NA>
275  557423_010    677  191000.000  Yes   No   Yes        White/Caucasian
276  555085_020    681       0.000   No   No    No                  Other
277  551878_020    601   44400.000  Yes   No    No Black/African American
278  554913_010    612   45060.000   No   No   Yes                   <NA>
279  553280_020    481   50000.000   No   No    No                   <NA>
280  556531_010    706   40498.000  Yes   No   Yes Black/African American
281  551557_010    641   25722.251   No   No   Yes Black/African American
282  556944_010    713   91000.000   No   No   Yes        White/Caucasian
283  554704_020    629  172000.000   No  Yes   Yes        White/Caucasian
284  556635_010    818   20400.000  Yes   No   Yes Black/African American
285  556943_020    651   14160.000   No   No   Yes                  Other
286  552494_010    682  280020.000   No   No   Yes        White/Caucasian
287  552819_020    673  276400.000   No   No   Yes                   <NA>
288  551892_010    626   74563.499   No   No   Yes Black/African American
289  558281_010   1063   21390.000  Yes   No    No                  Other
290  557269_010    705   75500.000   No  Yes   Yes                  Other
291  552383_010    853       0.000  Yes   No   Yes                  Other
292  554098_010    677    8000.000   No   No   Yes                   <NA>
293  554674_010    650   78070.000   No   No   Yes Black/African American
294  559603_020    814  105036.000   No   No   Yes Black/African American
295  554203_020    667  190000.000   No   No   Yes                   <NA>
296  557358_010    720   22110.000  Yes   No   Yes                  Other
297  553252_010    681     250.000  Yes   No    No        White/Caucasian
298  556089_010    789   25832.000  Yes   No    No Black/African American
299  559704_010    731   25000.000   No   No    No Black/African American
300  554370_010    877   62000.000  Yes   No   Yes Black/African American
301  556208_020    741   70800.000   No   No   Yes        White/Caucasian
302  551991_020    605   33000.000   No   No    No Black/African American
303  551505_010    897    9779.466   No   No    No Black/African American
304  552298_010    800  276570.000  Yes   No   Yes Black/African American
305  554365_020    714     300.000  Yes   No   Yes                  Other
306  555115_010    869   45240.000   No   No    No Black/African American
307  554172_010    735   31200.000   No   No   Yes                  Other
308  557061_010    644   21000.000   No   No   Yes Black/African American
309  553961_020    675  168400.000  Yes   No   Yes        White/Caucasian
310  551547_010    824   65600.000   No   No   Yes                  Other
311  551553_020    803   47252.000   No   No    No Black/African American
312  559839_010    638  369257.048   No   No    No                  Other
313  556266_010    685   12782.635  Yes  Yes    No Black/African American
314  559734_020    602  109000.000   No   No   Yes                   <NA>
315  559487_010    867   36600.000   No   No    No        White/Caucasian
316  555922_010    899   21500.000  Yes   No   Yes Black/African American
317  559767_010    922   12000.000   No   No    No Black/African American
318  558560_010    618  100000.000   No   No    No                   <NA>
319  555064_020    611   32140.949  Yes   No    No        White/Caucasian
320  550233_020    778   25260.000  Yes   No   Yes        White/Caucasian
321  555375_010    714   40010.000   No   No   Yes Black/African American
322  552986_010   1086   24288.000   No   No   Yes Black/African American
323  557977_010    694   25000.000   No   No   Yes                  Other
324  553646_020    617  223349.581   No   No   Yes                   <NA>
325  558849_020    556  115000.000   No   No    No        White/Caucasian
326  552110_010    639   19200.000  Yes   No    No                   <NA>
327  555314_010    988   19320.000  Yes   No    No Black/African American
328  555872_010    677   70000.000   No   No   Yes        White/Caucasian
329  550233_020    777   25304.000  Yes   No   Yes        White/Caucasian
330  556757_020    701  175000.000  Yes   No    No Black/African American
331  558748_010    636   33450.000  Yes   No   Yes                   <NA>
332  553640_010    927   28608.000  Yes  Yes    No Black/African American
333  552320_010    758   12960.000   No   No    No        White/Caucasian
334  559984_010    909   15385.000   No   No    No        White/Caucasian
335  552159_010    685  130005.000   No   No   Yes        White/Caucasian
336  550516_010    750   13200.000   No   No   Yes Black/African American
337  555239_010   1100   15600.000  Yes   No    No Black/African American
338  556936_020    627  100480.000   No   No    No Black/African American
339  557667_010    654    6500.589  Yes   No   Yes        White/Caucasian
340  555041_020    932   49000.000  Yes   No    No Black/African American
341  558184_020    656   30332.902   No   No   Yes                  Other
342  550513_010    971   94400.000   No   No   Yes Black/African American
343  557795_010    994   16000.000   No   No    No Black/African American
344  555301_010    636  172012.000   No   No   Yes                   <NA>
345  554377_010    679   40400.000  Yes   No   Yes Black/African American
346  557337_020    576   44000.000  Yes   No   Yes        White/Caucasian
347  553715_020    690    2136.000  Yes   No   Yes Black/African American
348  554345_010    605  177200.000   No   No   Yes                   <NA>
349  554076_010    637   83000.000   No   No   Yes        White/Caucasian
350  557914_010    646   14616.000  Yes   No   Yes                  Other
351  551414_020    740       0.000   No   No    No        White/Caucasian
352  552490_010    862    5484.000   No   No    No Black/African American
353  550581_020    749   22507.295  Yes   No   Yes        White/Caucasian
354  555332_010    660  107000.000   No   No   Yes                   <NA>
355  559484_020    641  126000.000   No   No   Yes Black/African American
356  555129_020    637  216000.000   No   No   Yes        White/Caucasian
357  550822_020    659   71240.000  Yes   No    No Black/African American
358  554628_010    647   14200.000   No   No    No                   <NA>
359  553055_010    747   40800.000  Yes   No   Yes Black/African American
360  558837_010    807      36.000   No   No   Yes        White/Caucasian
361  555146_010    618  124000.000   No   No   Yes Black/African American
362  557244_010    692  130000.000   No   No    No        White/Caucasian
363  554443_010    773   30671.980  Yes   No   Yes        White/Caucasian
364  559342_020    727   21390.000  Yes   No   Yes Black/African American
365  552498_010    809       0.000   No   No    No Black/African American
366  558638_010    851   13332.000   No   No    No                  Other
367  554864_020    634  145000.000   No   No   Yes                   <NA>
368  559867_010    803  303916.197   No   No   Yes        White/Caucasian
369  553060_020    628  117000.000   No   No   Yes        White/Caucasian
370  550147_010    714   30000.000   No   No    No Black/African American
371  558290_010    642  349000.000   No   No   Yes        White/Caucasian
372  554486_010    831   50400.000  Yes   No    No Black/African American
373  554301_010    618  109200.000   No   No   Yes        White/Caucasian
374  556233_010    642  164000.000   No   No   Yes Black/African American
375  551299_010    712    1200.000   No   No    No                  Other
376  550186_010    634  277200.000   No   No   Yes        White/Caucasian
377  555737_020    503   96000.000   No   No   Yes                  Other
378  556734_010    664  157820.000   No   No   Yes        White/Caucasian
379  552079_010    618   70000.000   No   No    No        White/Caucasian
380  558252_010    619   13884.000  Yes   No   Yes Black/African American
381  558917_010    626  158440.000  Yes   No    No                   <NA>
382  555848_010    772       0.000   No   No   Yes Black/African American
383  558142_010   1093   13200.000  Yes   No   Yes        White/Caucasian
384  550183_020    849   55000.000   No   No    No                  Other
385  551723_020    797   27376.000  Yes   No    No                  Other
386  557456_020    727   25260.000   No   No    No        White/Caucasian
387  558837_010    807       0.000   No   No   Yes        White/Caucasian
388  550832_020    638   68400.000   No   No   Yes                   <NA>
389  557383_010    796   15400.000  Yes   No   Yes                  Other
390  557785_020    626  181200.000   No   No    No        White/Caucasian
391  559467_020    669  366280.000   No   No   Yes        White/Caucasian
392  552868_010    756   22846.000   No   No   Yes Black/African American
393  558309_010    987   12408.000   No   No   Yes                  Other
394  559055_010    955   13488.000   No   No    No        White/Caucasian
395  556345_010    756   21432.000  Yes  Yes    No                  Other
396  555900_010    664   68000.000   No   No   Yes                  Other
397  554594_010    702    1000.000  Yes   No   Yes Black/African American
398  558410_010    616  194000.000   No   No   Yes                   <NA>
399  559170_010    650   10000.000   No   No    No                   <NA>
400  551827_010    753   29760.000  Yes   No    No        White/Caucasian
401  550587_010    801   50000.000  Yes   No   Yes                  Other
402  552748_010    758   30436.000   No   No    No Black/African American
403  551579_010    687   22110.000   No  Yes    No        White/Caucasian
404  556859_010    648   57000.000   No   No   Yes                   <NA>
405  550698_010    791   46000.000  Yes   No   Yes Black/African American
406  552346_010    608   75700.000   No   No    No Black/African American
407  557690_010    720   24720.000  Yes   No    No                  Other
408  559806_020    565   55000.000   No   No    No                  Other
409  553646_010    620  225012.000   No   No   Yes                   <NA>
410  557269_010    706   75700.000   No  Yes   Yes                  Other
411  556549_010    868   13332.000  Yes   No    No                  Other
412  550310_010    858   34196.000  Yes   No   Yes Black/African American
413  559839_010    638  380300.000   No   No    No                  Other
414  558844_020    513   41688.000   No   No   Yes        White/Caucasian
415  552722_020    603   79000.000   No   No   Yes                   <NA>
416  552418_010    797   80724.000   No   No    No Black/African American
417  559213_010    757   50050.000   No   No    No Black/African American
418  552949_010    646  134000.000   No   No    No        White/Caucasian
419  555073_020    676  209782.624  Yes   No   Yes        White/Caucasian
420  554432_020    855  109000.000   No   No   Yes        White/Caucasian
421  556384_010    792   10752.000  Yes   No   Yes        White/Caucasian
422  559190_020    653  145400.000   No   No   Yes        White/Caucasian
423  557892_010    976   45240.000   No   No   Yes        White/Caucasian
424  558266_010    680   44929.000   No   No   Yes        White/Caucasian
425  554994_020    662  132848.000   No   No   Yes                   <NA>
426  554092_010    898   43896.000   No   No   Yes        White/Caucasian
427  551803_020    600  176000.000   No   No   Yes                   <NA>
428  557052_010    605   25032.000   No   No    No        White/Caucasian
429  554252_020    588  101338.000   No   No   Yes                  Other
430  559949_010    760    6192.000  Yes   No   Yes        White/Caucasian
431  554727_010   1045   80000.000   No   No    No Black/African American
432  553651_010    925   12168.000   No   No   Yes Black/African American
433  551046_010    942   16440.000  Yes   No   Yes Black/African American
434  558664_010    692   67290.000  Yes  Yes   Yes        White/Caucasian
435  559244_010    664  172000.000   No   No   Yes        White/Caucasian
436  558281_010   1066   21800.000  Yes   No    No                  Other
437  551845_010    804   40000.000  Yes   No   Yes Black/African American
438  559586_010    664  130010.000   No   No   Yes                  Other
439  557470_020    665  237000.000   No   No   Yes        White/Caucasian
440  557595_020    758   30500.000   No   No   Yes                  Other
441  556413_020    670  155000.000   No   No   Yes                  Other
442  559506_010    665   95824.000  Yes   No   Yes                   <NA>
443  558613_010    653  100000.000   No   No   Yes                   <NA>
444  555071_010    611  125000.000   No  Yes   Yes Black/African American
445  556073_010    780   11000.000  Yes   No    No Black/African American
446  556870_010    815   28264.000   No  Yes   Yes Black/African American
447  555767_010    687   30000.000   No   No    No Black/African American
448  556793_010    647     500.000   No   No   Yes                  Other
449  551108_010    622  118800.000   No   No   Yes        White/Caucasian
450  552989_020    599    1788.000   No   No   Yes        White/Caucasian
451  553480_010    653   22800.000  Yes   No   Yes        White/Caucasian
452  551087_020    734    3372.000   No   No    No        White/Caucasian
453  557038_010    820  110564.000   No   No   Yes Black/African American
454  552192_010    679   15624.000   No   No   Yes                  Other
455  557031_010    627   79534.000   No   No   Yes Black/African American
456  558099_010    817    9600.000   No   No   Yes                  Other
457  550516_010    748   13236.192   No   No   Yes Black/African American
458  551054_010    685   29100.000   No   No   Yes Black/African American
459  552544_010    677  198000.000   No   No   Yes        White/Caucasian
460  550753_020    641   52774.571   No   No    No        White/Caucasian
461  550832_020    638   69278.635   No   No   Yes                   <NA>
462  559342_020    837   21770.862   No   No   Yes Black/African American
463  551069_010    899   23850.000  Yes   No   Yes        White/Caucasian
464  552103_010    647   11796.000   No   No    No Black/African American
465  557104_010    736   67000.000  Yes   No    No Black/African American
466  557967_010    658  267060.000   No   No   Yes        White/Caucasian
467  551762_020    523   80280.000   No   No   Yes        White/Caucasian
468  558246_010    666  147000.000   No   No   Yes        White/Caucasian
469  559819_010    622    1200.000   No   No   Yes        White/Caucasian
470  557025_010    745   91500.000   No   No   Yes                  Other
471  551179_020    689  250800.000   No   No   Yes Black/African American
472  550581_020    845   22564.000   No   No   Yes        White/Caucasian
473  557470_020    670  236000.000   No   No   Yes        White/Caucasian
474  557268_010    765   46344.000   No   No   Yes Black/African American
475  557889_010    747       0.000   No   No    No                  Other
476  559587_020    992   49000.000   No   No   Yes        White/Caucasian
477  555085_020    681       0.000   No   No    No                  Other
478  551121_010    767   39640.000  Yes   No   Yes                  Other
479  556453_020    774   37860.000  Yes   No    No Black/African American
480  556200_010    644  136817.000   No   No   Yes        White/Caucasian
481  556381_010    655  177000.000   No   No   Yes        White/Caucasian
482  555822_010    636   53005.000  Yes   No   Yes                   <NA>
483  559983_020    762  349000.000  Yes   No   Yes        White/Caucasian
484  555946_010    772       0.000   No   No    No Black/African American
485  555620_010    633  131080.000   No   No   Yes Black/African American
486  550614_020    574  165520.000   No   No   Yes        White/Caucasian
487  559659_010    767   65000.000   No   No   Yes Black/African American
488  558703_010    652   18002.000  Yes   No   Yes                   <NA>
489  559002_010    648   98400.000   No   No   Yes Black/African American
490  555176_010    787   78400.000   No   No   Yes Black/African American
491  559683_010    692   91300.000   No   No    No        White/Caucasian
492  553413_010    769   87000.000   No  Yes    No                  Other
493  559898_020    611  140000.000   No   No   Yes        White/Caucasian
494  556709_010    836   18720.000  Yes   No    No Black/African American
495  552741_010    667   45600.000  Yes   No   Yes Black/African American
496  551803_010    636  175536.000   No   No   Yes                   <NA>
497  559425_020    643   87706.076   No   No   Yes        White/Caucasian
498  557559_020    809  135000.000   No   No   Yes Black/African American
499  553267_010    851       0.000   No   No   Yes                  Other
500  556131_010    611   22000.000  Yes   No   Yes Black/African American
501  555601_010    700   59040.000  Yes   No   Yes Black/African American
502  553993_010    794   90000.000   No   No   Yes                  Other
503  559133_010    987   22800.000   No   No    No Black/African American
504  554006_010    894   26792.000  Yes   No    No        White/Caucasian
505  550173_010    628  318283.858   No   No   Yes Black/African American
506  550299_020    601   72600.000  Yes   No    No                   <NA>
507  553413_020    771   87010.000  Yes   No   Yes                  Other
508  558096_010    951   10000.000  Yes   No   Yes                  Other
509  556741_010    649   60924.000   No   No    No                  Other
510  552868_010    756   22908.000   No   No   Yes Black/African American
511  551222_010    641  135000.000   No   No   Yes                   <NA>
512  559235_020    630   99200.000   No   No    No                   <NA>
513  559752_010    815   45455.000   No   No   Yes Black/African American
514  550962_020    625   47131.499  Yes   No   Yes Black/African American
515  559785_020    684   75520.000   No   No   Yes                  Other
516  559523_010    830   46260.196   No   No    No Black/African American
517  555314_010   1012   19200.000  Yes   No    No Black/African American
518  551827_010    753   29544.000  Yes   No    No        White/Caucasian
519  559587_010    855   49100.000   No   No   Yes        White/Caucasian
520  557574_010    749   15000.000   No   No   Yes                  Other
521  559245_010    922   15500.000   No   No   Yes Black/African American
522  554911_010    891   68403.000   No   No   Yes                  Other
523  556712_010    702   91520.000  Yes   No    No Black/African American
524  552363_020    591   76000.000   No   No   Yes        White/Caucasian
525  557322_010    800  119123.052   No   No    No Black/African American
526  555515_010    624   70512.000   No   No   Yes        White/Caucasian
527  554149_010    627   72000.000   No   No   Yes                   <NA>
528  555792_010    687  308584.288   No   No   Yes        White/Caucasian
529  550239_020    579    8940.000   No   No   Yes        White/Caucasian
530  556090_010    611   76464.000   No   No   Yes        White/Caucasian
531  554233_020    591  235960.000   No   No   Yes        White/Caucasian
532  552590_010    749   19500.000   No   No   Yes        White/Caucasian
533  556311_010    903  162000.000   No   No    No Black/African American
534  559494_020    457      60.000   No   No    No        White/Caucasian
535  554471_020    578  123759.964   No   No   Yes        White/Caucasian
536  557263_020    558   64000.000   No   No    No        White/Caucasian
537  558747_010    658   13032.000  Yes   No    No                  Other
538  552346_010    608   75563.157   No   No    No                  Other
539  552613_010    619   76000.000   No   No   Yes        White/Caucasian
540  557371_010    819   42000.000   No   No    No        White/Caucasian
541  551944_020    630  135024.000   No   No   Yes                   <NA>
542  559341_010    668   20000.000   No   No   Yes Black/African American
543  553721_010    662   37978.774  Yes   No    No        White/Caucasian
544  558917_010    626  158000.000  Yes   No    No                   <NA>
545  554994_020    662  132036.000   No   No   Yes                   <NA>
546  551098_010    650  285000.000   No   No    No        White/Caucasian
547  556249_020    607  675800.000   No   No   Yes                  Other
548  553654_010    655  111000.000  Yes   No    No                   <NA>
549  552766_010    891   17520.000   No   No   Yes Black/African American
550  559734_020    602  109000.000   No   No    No                   <NA>
551  553393_010    630    6800.000   No   No    No        White/Caucasian
552  551991_010    643   32520.000   No   No    No Black/African American
553  557093_010    740   79974.000  Yes   No   Yes                  Other
554  555249_010    636       0.000   No   No    No                   <NA>
555  556428_010    800   42000.000  Yes   No   Yes Black/African American
556  553849_010    925   15920.000  Yes   No    No                  Other
557  552989_010    690    2000.000   No   No    No        White/Caucasian
558  552734_010    644   17424.000   No   No   Yes Black/African American
559  559587_010    855   48515.000   No   No   Yes        White/Caucasian
560  559843_020    679   68403.000   No   No    No        White/Caucasian
561  551279_010    651     300.000   No   No   Yes Black/African American
562  551444_010    791   12012.000   No   No   Yes Black/African American
563  554819_010    627  162000.000   No   No   Yes        White/Caucasian
564  551372_010    677   17000.000   No   No   Yes        White/Caucasian
565  551548_010    733   24836.000  Yes   No   Yes Black/African American
566  554003_010    685   16212.000  Yes   No   Yes Black/African American
567  554852_010    607   21802.756   No   No    No                   <NA>
568  555663_010    677   90000.000   No   No   Yes                  Other
569  551188_010    681   19920.000  Yes  Yes    No                  Other
570  558391_020    644   50212.000  Yes   No    No        White/Caucasian
571  559170_010    649   10000.000   No   No    No                   <NA>
572  553699_010    761   10968.000   No  Yes    No        White/Caucasian
573  554655_010    642   14796.000  Yes   No   Yes        White/Caucasian
574  556018_010    635   55000.000   No   No   Yes        White/Caucasian
575  559867_010    804  308000.000   No   No   Yes        White/Caucasian
576  553237_010    678   14880.000  Yes   No   Yes                  Other
577  558191_010    706  248463.477   No   No   Yes                   <NA>
578  550902_010    620   12000.000   No   No    No        White/Caucasian
579  552777_010    922   32520.000  Yes   No    No        White/Caucasian
580  556394_020    715   31200.000   No   No    No        White/Caucasian
581  556499_010    754   53200.000   No   No   Yes Black/African American
582  556865_010    635   70000.000   No   No   Yes Black/African American
583  550240_020    867   48000.000  Yes   No   Yes        White/Caucasian
584  559093_020    566   50712.948   No   No   Yes Black/African American
585  552741_010    674   45760.000  Yes   No   Yes Black/African American
586  557020_020    641  218690.633   No   No   Yes        White/Caucasian
587  557856_010    743   11604.000   No   No    No                  Other
588  553341_010    616   24324.000   No  Yes   Yes                   <NA>
589  551914_010    633   82000.000   No   No   Yes Black/African American
590  557391_020    791   25092.000  Yes   No    No        White/Caucasian
591  552423_020    666     203.000   No   No    No Black/African American
592  551305_010    648  200900.000   No   No   Yes        White/Caucasian
593  558293_010    635   82000.000   No   No   Yes        White/Caucasian
594  550918_010    731   22416.000   No   No    No Black/African American
595  554146_010    747   44485.048   No   No   Yes                  Other
596  550753_010    706   52600.000  Yes   No    No        White/Caucasian
597  552034_010    834   27000.000   No   No    No Black/African American
598  552418_010    797   80800.000   No   No    No Black/African American
599  558138_020    556  132003.000   No   No   Yes        White/Caucasian
600  556381_010    655  177000.000   No   No   Yes        White/Caucasian
601  551156_020    544  196000.000   No   No    No                   <NA>
602  551761_020    759   31000.000  Yes   No   Yes Black/African American
603  554247_020    886   22004.000  Yes   No    No        White/Caucasian
604  559551_010    673    4772.000   No   No    No Black/African American
605  552656_020    664  158800.000   No   No    No        White/Caucasian
606  556398_010    804       0.000  Yes   No   Yes        White/Caucasian
607  553258_010    872   68240.000   No   No    No Black/African American
608  557061_010    644   21000.000   No   No   Yes Black/African American
609  553904_010    653    6216.000   No   No   Yes                   <NA>
610  556260_010    637  147580.000   No   No   Yes        White/Caucasian
611  555951_010    829   53428.000  Yes   No    No Black/African American
612  558082_010    988   15324.000   No   No    No Black/African American
613  552874_010    757   42281.000   No   No   Yes        White/Caucasian
614  556154_010    656  262500.000   No   No    No Black/African American
615  553118_020    613   29436.000   No  Yes    No                   <NA>
616  555653_010    622  120000.000   No   No   Yes                   <NA>
617  552748_020    757   30500.000   No   No    No Black/African American
618  558844_020    514   41540.775   No   No   Yes        White/Caucasian
619  554818_010    719   76033.000   No   No   Yes Black/African American
620  552104_020    616   19040.000   No  Yes   Yes        White/Caucasian
621  554846_010    746   16800.000   No   No   Yes Black/African American
622  550920_020    721   16572.000  Yes   No   Yes        White/Caucasian
623  552065_010    848   18231.333   No   No   Yes Black/African American
624  553776_010    658  336000.000  Yes   No    No                   <NA>
625  557767_010    818   10800.000   No   No   Yes        White/Caucasian
626  550661_010    651   22217.000  Yes   No    No        White/Caucasian
627  557104_010    735   67000.000  Yes   No    No Black/African American
628  552193_010    686  103606.365  Yes   No   Yes                  Other
629  556433_010    670       0.000   No   No    No                   <NA>
630  551789_010    671   43200.000  Yes   No   Yes                   <NA>
631  558938_010    645   45455.000  Yes   No    No Black/African American
632  554847_010    627    3492.000   No   No   Yes                   <NA>
633  555877_010    646  122000.000  Yes  Yes   Yes        White/Caucasian
634  559269_010    649  101156.000   No   No   Yes        White/Caucasian
635  551414_020    739       0.000   No   No    No        White/Caucasian
636  559223_010    591   70000.000   No   No   Yes Black/African American
637  555262_010    627  253820.000   No   No   Yes        White/Caucasian
638  557775_010    641   59000.000   No   No   Yes        White/Caucasian
639  553055_020    660   40950.000  Yes   No   Yes Black/African American
640  558264_010    702   28336.000   No   No   Yes Black/African American
641  556516_010    675  206000.000   No   No   Yes        White/Caucasian
642  552154_020    597   10920.000   No   No    No        White/Caucasian
643  550147_010    716   30174.637   No   No    No Black/African American
644  557407_010    634   43200.000  Yes  Yes    No Black/African American
645  556741_010    648   60819.000   No   No    No                  Other
646  556833_010    649   72872.000   No   No   Yes        White/Caucasian
647  555405_020    637   70000.000   No   No   Yes                  Other
648  550661_010    641   21925.987  Yes   No    No        White/Caucasian
649  556088_010   1053   10080.000  Yes   No    No Black/African American
650  554154_020    673   44000.000   No   No   Yes        White/Caucasian
651  556301_010    662  111355.000   No   No    No Black/African American
652  551645_010    865   22256.400  Yes   No   Yes        White/Caucasian
653  552544_010    677  200100.000   No   No   Yes        White/Caucasian
654  555931_010    655  325480.000   No   No   Yes                  Other
655  555800_010    873   48515.000  Yes   No   Yes                   <NA>
656  550698_010    742   46000.000  Yes   No   Yes Black/African American
657  554152_020    684  325480.000   No   No   Yes        White/Caucasian
658  558187_020    607  102000.000   No  Yes   Yes        White/Caucasian
659  553951_020    629   76000.000   No   No    No                  Other
660  557268_010    765   46236.000   No   No   Yes Black/African American
661  557649_010    729   87706.076   No   No   Yes Black/African American
662  556886_020    652  157820.000   No   No   Yes                   <NA>
663  558543_020    772  276881.000  Yes   No   Yes        White/Caucasian
664  555915_020    653   74000.000   No   No   Yes        White/Caucasian
665  557657_010    627  263000.000   No   No   Yes Black/African American
666  554953_010    643   31500.000   No   No    No        White/Caucasian
667  558859_010    650   75000.000   No   No   Yes        White/Caucasian
668  557802_010    808   40800.000   No   No   Yes Black/African American
669  554624_010   1100   26008.000  Yes   No    No                  Other
670  557048_010    713  131080.000  Yes   No    No Black/African American
671  551073_010    650    3400.000   No   No   Yes                  Other
672  554344_010    844   59040.000   No   No   Yes Black/African American
673  552192_010    679   15254.301   No   No   Yes                  Other
674  551132_020    679  109000.000   No   No   Yes        White/Caucasian
675  559346_010    877   84000.000   No   No   Yes Black/African American
676  556453_020    782   37860.000  Yes   No    No Black/African American
677  559907_010    690       0.000   No   No   Yes                  Other
678  554117_020    633   84400.000   No   No   Yes        White/Caucasian
679  558158_010    685   50000.000   No   No   Yes Black/African American
680  558626_010    671   80620.000   No   No   Yes                   <NA>
681  556779_010    684  121200.000   No   No   Yes        White/Caucasian
682  554003_010    685   16212.000  Yes   No   Yes Black/African American
683  554793_010    770   38608.344  Yes   No   Yes Black/African American
684  556149_010    714   16416.000   No   No   Yes                  Other
685  552504_010    670    6457.206   No   No   Yes        White/Caucasian
686  555586_010    657   29040.000   No   No   Yes                   <NA>
687  558069_010    810   30000.000   No  Yes   Yes Black/African American
688  556675_010    691  115000.000   No   No   Yes                  Other
689  551806_020    554  535269.708   No   No   Yes        White/Caucasian
690  559103_020    566  348924.754   No   No   Yes        White/Caucasian
691  550516_010    750   13236.000   No   No   Yes Black/African American
692  553262_010    632   17796.000   No   No    No        White/Caucasian
693  558450_020    637  160120.000   No   No   Yes        White/Caucasian
694  558380_010    758    4644.000   No   No    No        White/Caucasian
695  550827_010    780   88690.000   No   No   Yes        White/Caucasian
696  558293_010    635   81184.000   No   No   Yes        White/Caucasian
697  556570_010    711   92760.000   No   No   Yes Black/African American
698  558316_010    804   25764.286  Yes   No    No                  Other
699  555241_010    635   14712.000   No   No   Yes Black/African American
700  557111_020    959   38220.000  Yes   No    No Black/African American
701  555545_010    720    3372.000   No   No   Yes Black/African American
702  551214_010    798     203.000  Yes   No   Yes                  Other
703  556943_020    641   13824.000   No   No   Yes                  Other
704  558629_020    835  389080.000   No   No    No        White/Caucasian
705  558511_010    610   47960.000  Yes   No    No                   <NA>
706  553826_010    765  175000.000   No   No   Yes        White/Caucasian
707  558841_010    628  162000.000   No   No   Yes        White/Caucasian
708  557351_020    815  107680.000   No   No    No Black/African American
709  550156_020    612  287339.246   No   No    No        White/Caucasian
710  554874_010    720   29000.000  Yes   No    No Black/African American
711  557721_020    644   60276.000   No   No    No        White/Caucasian
712  558985_010    651   13728.000  Yes   No    No                  Other
713  551944_010    612  135616.756   No   No   Yes                   <NA>
714  552329_010    666   20716.000   No   No   Yes        White/Caucasian
715  553815_020    457  173051.899   No   No   Yes                   <NA>
716  559840_010    658  182700.000   No   No   Yes                   <NA>
717  556088_010   1052   10000.000  Yes   No    No Black/African American
718  550503_010    955   21200.000   No   No    No        White/Caucasian
719  551412_020    680   72600.000   No   No   Yes        White/Caucasian
720  554479_010    669   15345.000   No   No    No Black/African American
721  555476_020    641  325480.000   No   No   Yes        White/Caucasian
722  557375_010    623     500.000  Yes  Yes   Yes        White/Caucasian
723  556717_020    665  357000.000   No   No   Yes                   <NA>
724  554706_010    691  312198.000   No   No   Yes Black/African American
725  556760_010    607  800600.000   No   No   Yes                   <NA>
726  559839_010    638  376139.620   No   No    No                  Other
727  557571_010    818   22848.000  Yes  Yes    No Black/African American
728  559644_010    736   13872.000  Yes  Yes   Yes        White/Caucasian
729  553505_020    570  246700.000   No   No   Yes        White/Caucasian
730  558366_010    677  152000.000   No   No   Yes        White/Caucasian
731  555952_020    612  103000.000  Yes   No    No        White/Caucasian
732  557804_020    713    2400.000  Yes   No    No Black/African American
733  556431_020    629  118000.000  Yes   No    No                   <NA>
734  551054_010    685   29000.000   No   No   Yes Black/African American
735  558001_010    646   54240.000   No   No   Yes                  Other
736  558617_010    701   68000.000  Yes   No   Yes        White/Caucasian
737  550887_010    671   28680.000   No   No   Yes                   <NA>
738  552780_020    853   98000.000   No   No   Yes                  Other
739  551806_020    557  533260.399   No   No   Yes        White/Caucasian
740  551761_010    882   31000.000   No   No   Yes Black/African American
741  554961_010    651   63915.000   No   No    No                   <NA>
742  555679_010    686   30000.000   No   No   Yes                   <NA>
743  551461_020    633   76000.000   No   No    No        White/Caucasian
744  554098_010    677    7800.000   No   No   Yes                   <NA>
745  551808_020    843   19248.000   No   No   Yes Black/African American
746  559069_020    695  189003.000   No   No    No        White/Caucasian
747  552843_010    937   17832.000   No   No   Yes        White/Caucasian
748  553206_010    656    3604.000  Yes   No   Yes Black/African American
749  557983_010    824   11840.000   No   No    No                   <NA>
750  559501_010    658  228533.430   No   No    No        White/Caucasian
751  555797_010    622    1980.000   No   No   Yes                   <NA>
752  556175_010    650  220000.000   No   No   Yes        White/Caucasian
753  550860_010    823   93200.000   No   No   Yes Black/African American
754  555578_010    725   13824.000   No   No   Yes Black/African American
755  556990_010    630   70000.000   No   No   Yes        White/Caucasian
756  555955_010   1070   10920.000  Yes   No    No Black/African American
757  551950_020    823   37978.774   No   No   Yes        White/Caucasian
758  559002_010    645   98137.254   No   No   Yes Black/African American
759  557461_010    660  407606.754  Yes   No   Yes        White/Caucasian
760  556483_010    629  180640.000   No   No   Yes Black/African American
761  557966_010    653  130000.000   No   No   Yes                   <NA>
762  556008_020    566  209782.624  Yes   No   Yes        White/Caucasian
763  559587_020    861   49100.000   No   No   Yes        White/Caucasian
764  556541_010    689    9208.000   No   No    No Black/African American
765  557902_010    862   15264.000   No   No   Yes        White/Caucasian
766  550183_010    879   55000.000   No   No    No                  Other
767  557225_010    618   15252.000  Yes  Yes    No                   <NA>
768  559515_020    809  218690.633  Yes   No   Yes Black/African American
769  551779_010    764  637040.695   No   No   Yes Black/African American
770  552775_020    580  117050.000   No   No   Yes                   <NA>
771  552011_010    628   61537.649   No   No    No Black/African American
772  552638_020    527  137000.000   No   No   Yes                   <NA>
773  555037_010    615   72000.000   No   No   Yes                   <NA>
774  557963_010    685   88689.000   No  Yes    No                   <NA>
775  553446_010    605   17592.000   No   No    No                   <NA>
776  556323_020    662  122012.000   No   No   Yes        White/Caucasian
777  558156_010    903   17964.000   No   No    No                  Other
778  551646_010    679   51200.000   No   No   Yes                   <NA>
779  554591_020    582  127020.000   No   No   Yes Black/African American
780  559373_010    625   13032.000   No   No   Yes                   <NA>
781  552339_010    662   11748.000  Yes   No    No        White/Caucasian
782  555931_010    656  332712.192   No   No   Yes                  Other
783  557384_010    862   37700.000  Yes   No   Yes Black/African American
784  555086_010    657  109120.000   No  Yes    No                   <NA>
785  556424_010    622   49000.000   No   No   Yes        White/Caucasian
786  553935_010    836   19086.000   No   No    No Black/African American
787  557253_010    891   30671.980  Yes   No   Yes        White/Caucasian
788  553852_010    635       0.000   No   No   Yes        White/Caucasian
789  554789_020    745  149048.000   No   No   Yes Black/African American
790  551110_010    823   13806.325   No   No    No Black/African American
791  556873_010    843  131080.000  Yes   No   Yes        White/Caucasian
792  559812_010    686   51200.000   No  Yes   Yes Black/African American
793  557223_020    773   30300.000   No   No   Yes        White/Caucasian
794  559283_010    636   52774.571  Yes   No   Yes                   <NA>
795  559353_010    617   38536.101   No   No    No        White/Caucasian
796  557141_010    638   96428.000  Yes   No   Yes        White/Caucasian
797  558131_010    674  168000.000   No   No   Yes        White/Caucasian
798  555578_020    701   14148.000   No   No   Yes Black/African American
799  557965_010    613  287339.246   No   No   Yes        White/Caucasian
800  558115_010    675       0.000  Yes   No    No                   <NA>
801  558052_010    681   10000.000  Yes  Yes   Yes        White/Caucasian
802  552681_010    624   51000.000   No   No   Yes Black/African American
803  559379_010    616  105000.000   No   No    No                   <NA>
804  558867_010    816   37079.926   No   No   Yes Black/African American
805  559229_020    574  418024.000  Yes   No   Yes        White/Caucasian
806  555785_020    496   30598.050   No   No    No                   <NA>
807  550569_020    642  320000.000   No   No   Yes        White/Caucasian
808  554154_020    673   43760.000  Yes   No   Yes        White/Caucasian
809  552192_010    679   15600.000   No   No   Yes                  Other
810  552949_020    651  134000.000   No   No    No        White/Caucasian
811  557892_020    980   45240.000   No   No    No        White/Caucasian
812  553280_020    486   50000.000   No   No    No                   <NA>
813  554604_020    621   21600.000   No   No   Yes                   <NA>
814  555209_010    630  364400.000   No   No   Yes        White/Caucasian
815  554840_010    663   30869.000  Yes   No   Yes                  Other
816  559785_010    675   75520.000  Yes  Yes   Yes        White/Caucasian
817  550299_010    669   72600.000   No   No   Yes                   <NA>
818  554772_010   1048   19604.000   No   No   Yes Black/African American
819  552874_020    787   42300.000   No   No   Yes        White/Caucasian
820  556768_020    866   41208.000   No   No    No                  Other
821  559010_010    812   20908.000   No   No   Yes Black/African American
822  559928_010    644    3959.941   No   No   Yes        White/Caucasian
823  553413_020    771   87000.000  Yes   No   Yes                  Other
824  557909_020    418   51682.000   No   No   Yes                  Other
825  554773_010    749   60000.000   No   No    No Black/African American
826  559734_010    663  108836.000   No   No    No                   <NA>
827  552780_020    849   99200.000   No   No   Yes                  Other
828  554655_010    642   15024.000  Yes   No   Yes        White/Caucasian
829  556876_010    788   90000.000   No   No   Yes        White/Caucasian
830  559820_010    635  176000.000   No   No   Yes        White/Caucasian
831  559984_010    909   15600.000   No   No    No        White/Caucasian
832  556983_020    614  148000.000   No   No    No                   <NA>
833  552184_010    646   10200.000  Yes   No   Yes                   <NA>
834  559573_010    771    1788.000  Yes   No   Yes        White/Caucasian
835  552314_010    774   70000.000   No   No   Yes Black/African American
836  554301_020    589  109000.000   No   No   Yes        White/Caucasian
837  552154_020    596   10968.000   No   No    No        White/Caucasian
838  555210_010    819   23808.000  Yes   No    No Black/African American
839  555336_010    797   35000.000   No   No   Yes Black/African American
840  559691_010    609   71000.000   No   No    No        White/Caucasian
841  559341_010    668   20100.000   No   No   Yes Black/African American
842  552100_010    760  178080.000   No   No   Yes Black/African American
843  556796_010    610   36682.528   No   No   Yes        White/Caucasian
844  550316_010    796   19332.000   No   No   Yes                  Other
845  558191_010    667  243600.000   No   No   Yes                   <NA>
846  556666_020    570  186600.000   No   No    No        White/Caucasian
847  552812_010    655  153404.000  Yes   No   Yes Black/African American
848  552786_010    718   39154.111  Yes   No   Yes                  Other
849  555506_010    607   25274.273   No  Yes    No                   <NA>
850  558939_020    741  145000.000   No   No   Yes                  Other
851  554006_010    896   26420.000  Yes   No    No        White/Caucasian
852  553707_010   1016   37978.774   No   No   Yes                  Other
853  559567_010    825   37181.174   No   No    No Black/African American
854  554144_010    663   31616.000   No   No    No                   <NA>
855  550688_010    621   19100.000  Yes  Yes   Yes                  Other
856  557480_010    617       0.000  Yes   No    No                  Other
857  553914_020    612  250800.000   No   No   Yes                   <NA>
858  552660_020    924   37200.000   No   No    No Black/African American
859  556148_020    919   36024.000   No   No   Yes        White/Caucasian
860  559912_020    682  133000.000   No   No   Yes        White/Caucasian
861  559431_020    614  115000.000   No   No   Yes                  Other
862  554069_010    804   13149.386   No   No   Yes Black/African American
863  552681_010    624   51311.000   No   No   Yes                  Other
864  558629_010    835  383500.000   No   No    No        White/Caucasian
865  557118_010    626   22846.000   No   No   Yes                  Other
866  557320_020    571  164000.000   No   No   Yes        White/Caucasian
867  553775_010    652  101036.000  Yes   No   Yes                  Other
868  555663_010    682   89670.804   No   No   Yes                  Other
869  551833_010    637   83800.000   No   No   Yes                   <NA>
870  553994_020    615   10968.000  Yes  Yes    No        White/Caucasian
871  555073_020    667  212942.661   No   No   Yes        White/Caucasian
872  555797_010    622    2000.000   No   No   Yes                   <NA>
873  558281_010   1063   21500.000  Yes   No    No                  Other
874  550683_010    635  306283.154  Yes   No   Yes Black/African American
875  554972_020    556   46892.000   No   No   Yes Black/African American
876  555294_010    641   22110.000   No   No    No                   <NA>
877  558441_010    640  308000.000   No   No   Yes                   <NA>
878  554330_020    676  161000.000  Yes   No   Yes        White/Caucasian
879  553780_020    672  383500.000   No   No   Yes Black/African American
880  551412_020    680   73120.000   No   No   Yes        White/Caucasian
881  553534_010    655  104400.000   No   No   Yes                   <NA>
882  554449_010    699  263279.733   No   No   Yes Black/African American
883  552332_020    769  122600.000  Yes   No   Yes        White/Caucasian
884  556579_010    866   18049.141  Yes   No    No                  Other
885  554256_020    669   13872.000   No   No    No                  Other
886  556453_020    774   37800.000  Yes   No    No Black/African American
887  551748_010    661  100000.000   No   No   Yes        White/Caucasian
888  555601_020    735   59040.000  Yes   No   Yes Black/African American
889  554899_020    493   33663.623  Yes   No   Yes        White/Caucasian
890  558174_020    939  141276.000   No  Yes   Yes        White/Caucasian
891  553771_010    656   12420.000  Yes   No   Yes                  Other
892  556878_020    568   94400.000   No   No   Yes        White/Caucasian
893  556185_010    772   18840.000   No   No    No Black/African American
894  556200_010    644  136817.000   No   No   Yes        White/Caucasian
895  550790_020    569  418024.000   No   No   Yes                   <NA>
896  550967_020    767   84600.000  Yes   No    No Black/African American
897  555274_010    698   47400.000  Yes   No    No                  Other
898  556069_010    895   16800.000   No   No   Yes Black/African American
899  556675_020    576  115000.000   No   No   Yes                  Other
900  558252_010    619   13806.325  Yes   No   Yes Black/African American
901  556495_020    608   55000.000   No   No    No                   <NA>
902  556995_010    652  102784.980   No   No   Yes                   <NA>
903  554851_010    968    6140.000  Yes   No   Yes        White/Caucasian
904  550686_010    701   28680.000   No   No    No        White/Caucasian
905  552118_020    746  101338.000   No   No   Yes                  Other
906  554690_020    595  120000.000   No   No   Yes        White/Caucasian
907  554172_010    735   31000.000   No   No   Yes                  Other
908  559286_010    807   85000.000   No   No    No Black/African American
909  556437_020    640    2916.000   No   No   Yes                   <NA>
910  554864_020    633  145000.000   No   No   Yes                   <NA>
911  556050_010    646  238400.000   No   No   Yes        White/Caucasian
912  559416_010    680   52000.000   No   No   Yes Black/African American
913  559071_010    706       0.000   No   No   Yes        White/Caucasian
914  559750_010    833   28932.000   No   No   Yes                  Other
915  556634_010    611   24960.000   No   No    No                   <NA>
916  558252_010    620   14160.000  Yes   No   Yes Black/African American
917  552721_010    891   14113.430  Yes   No   Yes Black/African American
918  553948_020    782  118000.000  Yes   No   Yes Black/African American
919  559587_020    812   48200.000   No   No   Yes        White/Caucasian
920  558546_010    726   11880.000   No   No   Yes                  Other
921  557855_010    714   32580.000  Yes   No   Yes Black/African American
922  552819_010    673  276881.000   No   No   Yes                   <NA>
923  557538_020    667    4320.000   No   No   Yes        White/Caucasian
924  556441_010    711   20000.000   No   No   Yes Black/African American
925  559600_020    664   70020.000   No   No   Yes                   <NA>
926  556424_020    544   48200.000  Yes   No    No        White/Caucasian
927  552228_010    660   12000.000   No   No   Yes                   <NA>
928  555650_010    668   53400.000   No   No   Yes        White/Caucasian
929  557014_010    988   46793.034  Yes   No    No Black/African American
930  558897_010    618   12251.412   No   No    No        White/Caucasian
931  559269_020    615  100960.000   No   No   Yes        White/Caucasian
932  559292_010    681       0.000   No   No   Yes Black/African American
933  554152_020    684  327000.000   No   No   Yes        White/Caucasian
934  557461_020    606  404000.000  Yes   No   Yes        White/Caucasian
935  555163_010    651  200000.000   No   No    No        White/Caucasian
936  558155_010    706   16320.000  Yes   No    No Black/African American
937  559691_010    609   70800.000   No   No    No        White/Caucasian
938  551092_010    679   99000.000   No   No   Yes                   <NA>
939  558671_020    909   30869.000  Yes   No    No        White/Caucasian
940  555351_010    646   69278.635   No   No   Yes Black/African American
941  553574_010    641  100000.000   No   No   Yes Black/African American
942  551512_010    779   19380.000   No   No   Yes        White/Caucasian
943  556666_020    569  188000.000   No   No    No        White/Caucasian
944  559762_010    656   73537.000   No   No   Yes        White/Caucasian
945  550166_010    653  356087.063  Yes   No   Yes        White/Caucasian
946  552816_020    764       0.000   No   No   Yes        White/Caucasian
947  553227_010    676   14796.000   No   No   Yes        White/Caucasian
948  556240_010    689   15000.000   No   No   Yes Black/African American
949  555152_010    661  707600.000   No   No   Yes        White/Caucasian
950  551660_010    855   24132.000   No   No   Yes Black/African American
951  555192_020   1060   19716.000   No  Yes   Yes                  Other
952  558532_020    663   60200.000   No   No    No                   <NA>
953  552490_010    862    5860.000   No   No    No Black/African American
954  557811_010    619  148060.000  Yes   No   Yes        White/Caucasian
955  551144_010    927   19500.000   No   No    No        White/Caucasian
956  552971_010    813   21000.000  Yes  Yes   Yes Black/African American
957  556869_010    885   69479.000  Yes   No    No Black/African American
958  556541_010    682    8880.000   No   No    No Black/African American
959  553399_020    861  212942.661   No   No    No Black/African American
960  553114_010    629  156204.000   No   No   Yes                   <NA>
961  552179_010    626   35000.000   No   No   Yes                   <NA>
962  559408_010    862   68403.000   No   No   Yes        White/Caucasian
963  559842_010    629  250080.000  Yes   No   Yes        White/Caucasian
964  551442_010    704   25405.000   No   No    No Black/African American
965  550661_010    651   22004.000  Yes   No    No        White/Caucasian
966  554238_020    912   62862.000   No   No   Yes        White/Caucasian
967  556121_010    661    9750.000  Yes   No    No                   <NA>
968  551940_010    672  119008.000   No   No   Yes        White/Caucasian
969  550183_010    879   55000.000   No   No    No                  Other
970  552510_010    625   93809.033   No   No   Yes        White/Caucasian
971  553319_010    634   59404.000   No   No   Yes                   <NA>
972  558344_010    654   75520.000  Yes   No   Yes                   <NA>
973  553315_020    735   56003.000   No   No   Yes        White/Caucasian
974  555578_010    726   13860.000   No   No   Yes Black/African American
975  559094_010    642   26400.000   No   No   Yes Black/African American
976  550920_010    731   16392.679  Yes   No   Yes                   <NA>
977  554449_010    698  258224.000   No   No   Yes Black/African American
978  550428_010    713   55000.000   No   No   Yes Black/African American
979  559129_010    700   23200.000   No   No   Yes                  Other
980  556323_010    635  122036.000   No   No   Yes        White/Caucasian
981  554569_010    894   33972.000   No   No    No Black/African American
982  552976_020    581  147012.000   No   No   Yes                   <NA>
983  559707_010    643  136656.000   No   No   Yes                   <NA>
984  557924_020    627  116500.000   No   No    No        White/Caucasian
985  557446_010    663   65000.000   No  Yes    No        White/Caucasian
986  551380_010    654  104400.000   No   No   Yes        White/Caucasian
987  551944_020    635  135024.000   No   No   Yes                   <NA>
988  550156_010    612  289000.000   No   No    No        White/Caucasian
989  554069_010    823   12960.000   No   No   Yes Black/African American
990  555697_020    654   15192.000  Yes   No   Yes        White/Caucasian
991  551110_010    823   13843.000   No   No    No Black/African American
992  557786_010    740   45000.000   No   No   Yes Black/African American
993  557965_020    568  289000.000   No   No   Yes        White/Caucasian
994  550295_010    627   25260.000  Yes   No   Yes        White/Caucasian
995  559586_010    664  129600.000   No   No   Yes                  Other
996  552231_010    632  102200.000   No   No   Yes                   <NA>
997  559649_010    733   53400.000   No   No   Yes Black/African American
998  554247_020    980   22000.000  Yes   No    No        White/Caucasian
999  553121_010    677    7200.000   No   No   Yes        White/Caucasian
1000 552025_010    619  116500.000   No   No   Yes Black/African American
1001 558568_020    804   52000.000  Yes   No    No Black/African American
1002 553757_020    621  267060.000   No   No   Yes        White/Caucasian
1003 553948_020    782  118000.000  Yes   No   Yes Black/African American
1004 556249_020    607  711600.000   No   No   Yes                  Other
1005 553399_010    862  209782.624   No   No    No Black/African American
1006 557630_020    590   55012.000   No   No   Yes        White/Caucasian
1007 556390_010    632   12000.000   No   No   Yes        White/Caucasian
1008 556869_010    885   70080.000  Yes   No    No Black/African American
1009 557320_020    574  164000.000   No   No   Yes        White/Caucasian
1010 555004_010    620   15000.000   No   No   Yes                  Other
1011 550239_010    639    8940.000   No   No   Yes Black/African American
1012 557889_010    752       0.000   No   No    No                  Other
1013 559973_010    652  150512.000  Yes   No    No        White/Caucasian
1014 556300_020    636  385000.000   No   No    No                   <NA>
1015 550201_020    484  281000.000   No   No   Yes        White/Caucasian
1016 552118_020    665  101400.000   No   No   Yes                  Other
1017 551759_010    659  134000.000   No   No   Yes        White/Caucasian
1018 557111_010    911   38452.000  Yes   No   Yes Black/African American
1019 559603_020    813  105000.000  Yes   No   Yes Black/African American
1020 556717_020    642  360000.000   No   No   Yes                   <NA>
1021 553879_010    734   13097.695   No   No   Yes                  Other
1022 556732_010    774   47777.107   No   No   Yes        White/Caucasian
1023 556431_010    620  118000.000   No   No   Yes                   <NA>
1024 550683_010    635  303916.197  Yes   No   Yes Black/African American
1025 559698_010    616  407606.754   No   No   Yes                   <NA>
1026 559010_010    813   20820.000   No   No   Yes Black/African American
1027 555065_010    660  196000.000   No   No    No                   <NA>
1028 553112_010    791   43200.000   No   No   Yes Black/African American
1029 555405_010    637   70080.000   No   No   Yes                  Other
1030 550882_010    645    6180.000   No   No   Yes Black/African American
1031 559287_010    924   96267.615   No   No   Yes        White/Caucasian
1032 553961_020    675  169876.000  Yes   No   Yes        White/Caucasian
1033 559624_010    668   85449.191   No   No   Yes                   <NA>
1034 555578_010    765   13824.000   No   No   Yes Black/African American
1035 557856_010    731   11772.000   No   No    No                  Other
1036 552741_010    667   45421.000  Yes   No   Yes Black/African American
1037 559093_020    565   50400.000   No   No   Yes Black/African American
1038 559764_010    737   13527.000   No   No   Yes Black/African American
1039 554161_010    619  124000.000   No   No   Yes        White/Caucasian
1040 556225_020    507   63000.000   No   No   Yes                   <NA>
1041 554017_010    866   10344.000   No   No    No        White/Caucasian
1042 554578_010    674  175000.000   No   No    No                  Other
1043 558175_010    630  534004.000   No   No   Yes                   <NA>
1044 550015_010    678   90000.000   No   No   Yes                  Other
1045 554006_010    897   26400.000  Yes   No    No        White/Caucasian
1046 557424_010    623   54026.574  Yes   No   Yes Black/African American
1047 554069_020    733   13208.000   No   No    No Black/African American
1048 559269_010    649  100900.000   No   No   Yes        White/Caucasian
1049 555464_010    641   10348.000  Yes   No   Yes        White/Caucasian
1050 558271_010    648  139000.000   No   No   Yes        White/Caucasian
1051 554305_010    862   39132.000   No   No   Yes        White/Caucasian
1052 552320_010    757   13200.000   No   No    No        White/Caucasian
1053 556271_010    748   13149.386  Yes   No    No                  Other
1054 556979_010    644   26880.000   No   No   Yes        White/Caucasian
1055 556621_010    801   19200.000  Yes   No   Yes        White/Caucasian
1056 551057_010    927   15000.000   No  Yes    No        White/Caucasian
1057 557680_020    857   46020.000   No   No   Yes Black/African American
1058 554443_010    773   30724.000  Yes   No   Yes        White/Caucasian
1059 557446_010    663   65000.000   No  Yes    No        White/Caucasian
1060 557510_020    564   88690.000   No   No    No Black/African American
1061 558380_010    759    4688.000   No   No    No        White/Caucasian
1062 555137_010    686   13884.000   No   No   Yes Black/African American
1063 553715_010    739    2209.000  Yes   No    No Black/African American
1064 558582_010    655   62000.000  Yes   No   Yes        White/Caucasian
1065 550637_020    627  455012.000   No   No   Yes                   <NA>
1066 558390_010    658  127522.562   No   No    No                  Other
1067 555151_010    627  369257.048   No  Yes   Yes        White/Caucasian
1068 555018_010    691  156660.000   No   No    No Black/African American
1069 552840_010    635   37200.000   No   No   Yes                   <NA>
1070 552874_020    761   42300.000  Yes   No   Yes        White/Caucasian
1071 557924_020    629  117012.000   No  Yes    No        White/Caucasian
1072 552976_020    583  147012.000   No   No   Yes                   <NA>
1073 552741_010    675   45421.000  Yes   No   Yes Black/African American
1074 552104_010    605   19381.000   No  Yes   Yes        White/Caucasian
1075 553014_010    867  235960.000  Yes   No   Yes                  Other
1076 552025_010    619  117050.000   No   No   Yes Black/African American
1077 552154_010    662   11000.000   No   No   Yes        White/Caucasian
1078 556428_010    801   42200.000  Yes   No   Yes Black/African American
1079 552629_010    939   30780.000  Yes   No   Yes Black/African American
1080 557151_010    968   44000.000   No   No    No Black/African American
1081 551150_010    888     203.000   No   No   Yes                  Other
1082 553778_020    798  126000.000  Yes   No   Yes Black/African American
1083 559286_010    807   84600.000   No   No    No Black/African American
1084 558309_010    987   12348.000   No   No   Yes                  Other
1085 553055_020    733   40498.000  Yes   No    No Black/African American
1086 557902_010    861   15385.000   No   No   Yes        White/Caucasian
1087 552011_010    628   61324.356   No   No    No Black/African American
1088 550964_010    629  637040.695   No   No   Yes        White/Caucasian
1089 550516_010    748   13032.000   No   No   Yes Black/African American
1090 554256_010    662   13800.000   No   No    No                  Other
1091 551744_020    711  194000.000   No   No    No        White/Caucasian
1092 552363_020    591   76033.000   No   No   Yes        White/Caucasian
1093 550410_010    608  100010.000   No   No    No                   <NA>
1094 551529_010    994   20100.000   No   No    No Black/African American
1095 552301_010    925   11880.000   No   No   Yes        White/Caucasian
1096 551928_010    643   28264.000  Yes   No    No        White/Caucasian
1097 556668_020    992   23616.000   No  Yes   Yes        White/Caucasian
1098 558445_010    690       0.000   No   No   Yes Black/African American
1099 552395_010   1027    9600.000   No   No   Yes        White/Caucasian
1100 554154_020    673   44000.000   No   No   Yes        White/Caucasian
1101 550267_020    688  133000.000   No   No   Yes        White/Caucasian
1102 559241_010    659  277412.000   No   No   Yes        White/Caucasian
1103 554152_020    684  334248.000   No   No   Yes        White/Caucasian
1104 555216_010    907   44400.000   No   No   Yes                  Other
1105 559178_020    739   94204.000   No   No    No Black/African American
1106 556325_020    572   83000.000   No   No   Yes                   <NA>
1107 556939_010    635   31336.000   No  Yes   Yes                   <NA>
1108 559969_020    932   30000.000   No   No    No        White/Caucasian
1109 552306_020    610  188000.000   No   No   Yes                   <NA>
1110 550461_010    764   15600.000  Yes   No    No        White/Caucasian
1111 558082_010    983   15252.000   No   No    No Black/African American
1112 557811_020    646  148000.000   No   No   Yes        White/Caucasian
1113 553879_010    735   13032.000   No   No   Yes                  Other
1114 550583_010    651   94788.000   No  Yes   Yes        White/Caucasian
1115 559917_010    668       0.000   No   No   Yes        White/Caucasian
1116 558594_010    668    9600.000   No   No   Yes                   <NA>
1117 556732_010    774   47520.000   No   No   Yes        White/Caucasian
1118 556793_010    647     300.000   No   No   Yes                  Other
1119 557461_020    617  407606.754  Yes   No   Yes        White/Caucasian
1120 557811_020    654  148024.000  Yes   No   Yes        White/Caucasian
1121 558576_010    686   52000.000  Yes   No   Yes        White/Caucasian
1122 557529_010    618  120024.000   No   No   Yes                   <NA>
1123 550645_010    797  145400.000   No   No   Yes        White/Caucasian
1124 551263_020    634  160080.000   No   No   Yes        White/Caucasian
1125 553534_010    651  104900.000   No   No   Yes                   <NA>
1126 553948_010    781  118000.000  Yes  Yes    No Black/African American
1127 557967_020    645  267060.000   No   No   Yes        White/Caucasian
1128 552494_010    682  285000.000   No   No   Yes        White/Caucasian
1129 552775_020    580  117000.000   No   No   Yes                   <NA>
1130 550759_010    830   17520.000   No   No   Yes                  Other
1131 556666_020    567  187800.000   No   No    No        White/Caucasian
1132 552079_010    618   70000.000   No   No    No        White/Caucasian
1133 554660_020    665   11040.000  Yes   No   Yes        White/Caucasian
1134 558540_010    767    9672.000   No   No   Yes        White/Caucasian
1135 551263_020    634  160120.000   No   No   Yes        White/Caucasian
1136 550110_010    674    3000.000   No   No    No        White/Caucasian
1137 550931_010    653   31616.000   No   No   Yes                   <NA>
1138 555503_020    676   30000.000   No   No   Yes                  Other
1139 550920_010    784   16608.000  Yes   No   Yes                   <NA>
1140 559818_010    652   23142.000   No   No   Yes                   <NA>
1141 552766_010    895   17592.000   No   No   Yes Black/African American
1142 557510_020    566   88690.000   No   No    No Black/African American
1143 557725_010    685  100900.000   No   No   Yes        White/Caucasian
1144 552721_010    892   14040.000  Yes   No   Yes Black/African American
1145 558532_010    613   60400.000   No   No   Yes                   <NA>
1146 552177_010    653   82000.000   No   No   Yes        White/Caucasian
1147 556241_010    633   25962.000   No   No    No        White/Caucasian
1148 550064_010    675  110500.000  Yes   No   Yes        White/Caucasian
1149 559905_010    591    3959.941   No   No    No                   <NA>
1150 554280_010    633   80000.000   No   No    No                   <NA>
1151 557391_020    866   25032.000  Yes   No    No        White/Caucasian
1152 554877_010    623  105000.000  Yes   No   Yes Black/African American
1153 556493_010    717   26400.000   No   No   Yes Black/African American
1154 552154_010    662   11000.000   No   No   Yes        White/Caucasian
1155 555178_010    823   49496.000   No   No   Yes Black/African American
1156 554486_010    831   50607.954  Yes   No    No Black/African American
1157 552886_010    873   22800.000  Yes   No    No Black/African American
1158 554438_010    747   11928.000  Yes   No   Yes Black/African American
1159 555978_010    745    1681.298   No   No   Yes Black/African American
1160 555476_010    641  327040.000   No   No   Yes        White/Caucasian
1161 551253_010    625   67884.000  Yes   No   Yes Black/African American
1162 555113_020    598   84800.000   No   No   Yes                   <NA>
1163 558552_020    758   70512.000   No   No   Yes                  Other
1164 557131_010    768  113000.000   No   No   Yes Black/African American
1165 554330_020    676  161000.000  Yes   No   Yes        White/Caucasian
1166 557213_010    783    7650.000   No   No   Yes        White/Caucasian
1167 558543_020    776  276400.000  Yes   No   Yes        White/Caucasian
1168 557538_020    667    4320.000   No   No   Yes        White/Caucasian
1169 553030_010    624   46020.000  Yes   No   Yes        White/Caucasian
1170 557283_010    670   31000.000   No   No   Yes        White/Caucasian
1171 555311_020    564  484000.000   No   No    No                   <NA>
1172 555156_020    647  106000.000  Yes   No   Yes                  Other
1173 554387_010    668  218690.633   No   No   Yes                   <NA>
1174 552812_010    655  153000.000  Yes   No   Yes Black/African American
1175 550066_010    963   87706.076  Yes   No    No        White/Caucasian
1176 556266_010    685   12708.000  Yes   No    No Black/African American
1177 550614_010    644  166711.764   No   No   Yes        White/Caucasian
1178 553430_010    661   66000.000   No   No   Yes        White/Caucasian
1179 559600_020    668   70000.000   No   No    No                   <NA>
1180 553970_010    663   75000.000  Yes   No   Yes        White/Caucasian
1181 552819_010    669  274191.814   No   No   Yes                   <NA>
1182 551664_010    897   66000.000  Yes   No   Yes Black/African American
1183 558922_010    633   14712.000   No   No    No Black/African American
1184 550458_010    674  343280.000   No   No   Yes                   <NA>
1185 558198_010    645   25304.000  Yes   No    No                   <NA>
1186 558403_020    588  129000.000   No   No   Yes Black/African American
1187 557721_020    643   60400.000   No   No    No        White/Caucasian
1188 559029_020    609  152501.000   No   No   Yes        White/Caucasian
1189 555331_010    669  145000.000   No   No   Yes        White/Caucasian
1190 553294_010    643   55012.000   No   No   Yes                   <NA>
1191 553280_010    646   50000.000   No   No    No                  Other
1192 555578_020    713   13956.000   No   No   Yes Black/African American
1193 556493_020    817   26400.000  Yes   No    No Black/African American
1194 554073_010    617  175536.000   No   No    No Black/African American
1195 555169_010    660   20000.000   No   No   Yes        White/Caucasian
1196 555848_010    772       0.000   No   No   Yes Black/African American
1197 551514_010    656   13527.000   No   No   Yes                   <NA>
1198 559353_010    617   38200.000   No   No    No        White/Caucasian
1199 554855_010    824  145000.000   No   No   Yes Black/African American
1200 559834_010    896   20574.000  Yes   No   Yes        White/Caucasian
1201 555307_010    762   12348.000   No   No    No Black/African American
1202 553139_020    623   50000.000   No   No   Yes        White/Caucasian
1203 551127_010    827   11700.000   No   No    No        White/Caucasian
1204 550536_010    925  115000.000   No   No   Yes Black/African American
1205 556300_010    635  383500.000   No   No    No                   <NA>
1206 551975_010    641  104208.000   No   No   Yes                   <NA>
1207 550064_010    674  110000.000   No   No   Yes Black/African American
1208 557258_010    665   68664.000   No   No   Yes                   <NA>
1209 554652_010    631   48000.000   No   No   Yes        White/Caucasian
1210 559511_010    681  119000.000   No   No   Yes        White/Caucasian
1211 557014_010    824   47220.000  Yes   No    No Black/African American
1212 551334_010    754   94788.000  Yes   No   Yes Black/African American
1213 550201_020    481  285000.000   No   No   Yes        White/Caucasian
1214 556495_020    608   55040.000   No   No   Yes                   <NA>
1215 559598_010    687  372036.209   No   No    No Black/African American
1216 554740_010    707       0.000  Yes   No   Yes Black/African American
1217 559839_010    638  380300.000   No   No    No                  Other
1218 558552_020    757   70332.000   No   No   Yes Black/African American
1219 559234_010    623  137979.058  Yes   No   Yes                   <NA>
1220 554690_020    597  120001.000   No   No   Yes        White/Caucasian
1221 555134_010    670    9672.000   No   No   Yes                   <NA>
1222 559235_010    629   99000.000   No   No    No                   <NA>
1223 557461_020    606  404000.000  Yes   No   Yes        White/Caucasian
1224 552238_010    673    2304.000   No   No   Yes                   <NA>
1225 559748_010    758   29200.000   No  Yes   Yes Black/African American
1226 553641_010    627   50000.000   No  Yes    No                  Other
1227 552304_010    758  182200.000   No   No   Yes        White/Caucasian
1228 551808_020    792   19200.000   No   No   Yes Black/African American
1229 552395_010   1037    9672.000   No   No   Yes        White/Caucasian
1230 556621_010    800   19040.000  Yes   No   Yes        White/Caucasian
1231 555962_010    865   29700.000  Yes   No    No Black/African American
1232 552660_010    924   37000.000  Yes   No   Yes Black/African American
1233 555041_020    912   49100.000  Yes   No    No Black/African American
1234 555042_010    682  130252.000   No  Yes    No                  Other
1235 553832_010    873   14377.649  Yes  Yes    No Black/African American
1236 555663_020    628   90000.000   No   No    No        White/Caucasian
1237 559001_010    834    6720.000   No   No   Yes                  Other
1238 551222_010    643  135000.000   No   No   Yes                   <NA>
1239 557141_010    638   96267.615  Yes   No   Yes        White/Caucasian
1240 552753_010    642  113000.000   No   No    No        White/Caucasian
1241 551744_010    665  194000.000   No   No   Yes        White/Caucasian
1242 559567_020    717   37079.926  Yes   No    No Black/African American
1243 552618_020    862   25600.000   No   No    No Black/African American
1244 559617_020    649  194080.000   No   No   Yes        White/Caucasian
1245 559494_020    457       0.000   No   No    No        White/Caucasian
1246 552789_010    758   90000.000   No   No   Yes Black/African American
1247 552156_010    783   27300.000   No   No   Yes Black/African American
1248 558133_010    677  135000.000  Yes   No   Yes        White/Caucasian
1249 558404_020    766  105000.000   No   No   Yes                  Other
1250 559235_010    629   98030.000   No   No    No                   <NA>
1251 553503_020    609   80500.000  Yes  Yes   Yes        White/Caucasian
1252 552154_020    597   11208.000   No   No    No        White/Caucasian
1253 554687_010    643  142650.000   No   No   Yes                   <NA>
1254 558155_010    705   16600.000  Yes   No    No Black/African American
1255 551064_010    675   56800.000   No   No   Yes                   <NA>
1256 556125_010    964   13843.000  Yes   No   Yes Black/African American
1257 554899_020    484   33460.000  Yes   No   Yes        White/Caucasian
1258 557344_010    698   13600.000  Yes   No    No Black/African American
1259 558366_020    639  150000.000   No   No   Yes        White/Caucasian
1260 550941_010    910   16848.000   No   No    No        White/Caucasian
1261 556475_010    859   66040.000   No   No   Yes Black/African American
1262 556675_020    576  115336.201   No   No   Yes                  Other
1263 556352_010    703   61324.356   No   No   Yes                  Other
1264 557619_010    666  187008.000   No   No   Yes                   <NA>
1265 558765_010    749   16848.000  Yes   No    No Black/African American
1266 553067_010    645  182200.000   No   No   Yes                   <NA>
1267 553610_010    649  110144.000   No   No   Yes        White/Caucasian
1268 550267_020    688  132848.000   No   No   Yes        White/Caucasian
1269 557690_010    720   24752.000  Yes   No    No                  Other
1270 557630_020    589   55000.000   No   No   Yes        White/Caucasian
1271 558950_010    661   71000.000  Yes   No   Yes                   <NA>
1272 556495_020    608   55000.000   No   No    No                   <NA>
1273 559969_010    899   30174.637  Yes   No   Yes                  Other
1274 554674_020    753   78256.000   No   No   Yes Black/African American
1275 554344_020    840   58000.000  Yes   No   Yes Black/African American
1276 553646_010    619  223000.000   No   No   Yes                   <NA>
1277 555648_010    658   40000.000   No   No   Yes                   <NA>
1278 552423_020    666       0.000   No   No    No Black/African American
1279 553780_010    691  385000.000   No   No   Yes Black/African American
1280 553817_010    681   43000.000  Yes   No    No Black/African American
1281 559494_020    481       0.000   No   No    No        White/Caucasian
1282 557882_010    634   10000.000   No   No   Yes        White/Caucasian
1283 557568_010    621   68320.000   No   No   Yes        White/Caucasian
1284 559080_010    679   20400.000  Yes   No   Yes                   <NA>
1285 553846_010    605   14400.000   No   No   Yes                   <NA>
1286 553778_010    754  126000.000   No   No   Yes Black/African American
1287 556288_020    904  308000.000   No   No   Yes        White/Caucasian
1288 551878_010    712   44505.000  Yes   No   Yes Black/African American
1289 557633_010    799    1000.000  Yes   No   Yes Black/African American
1290 551073_010    649    3360.000   No   No   Yes                  Other
1291 556993_010    628  186025.000   No   No   Yes        White/Caucasian
1292 559234_020    673  137000.000   No   No   Yes                   <NA>
1293 556038_010    769   70900.000   No   No   Yes Black/African American
1294 552964_020    650  107000.000   No   No    No        White/Caucasian
1295 553908_020    569     300.000   No   No   Yes Black/African American
1296 555929_010    670   42300.000   No   No    No        White/Caucasian
1297 557681_010    782   16748.872  Yes   No    No Black/African American
1298 550685_010    655   34236.000  Yes   No   Yes        White/Caucasian
1299 552874_020    801   42200.000   No   No   Yes        White/Caucasian
1300 552454_010    772   96004.000   No   No   Yes                  Other
1301 551248_010    702  110000.000   No   No   Yes Black/African American
1302 554409_020    591    3600.000   No   No    No                  Other
1303 551845_010    823   39928.000  Yes   No   Yes Black/African American
1304 558266_010    680   45060.000   No   No   Yes        White/Caucasian
1305 556549_010    869   13416.000  Yes   No    No                  Other
1306 558703_010    636   18000.000  Yes   No   Yes                   <NA>
1307 558143_020    601  534004.000   No   No   Yes        White/Caucasian
1308 559762_010    656   73640.000   No   No   Yes        White/Caucasian
1309 555754_010    589  195000.000   No   No   Yes                   <NA>
1310 550851_020    569       0.000   No   No   Yes        White/Caucasian
1311 550418_010    638    3000.000   No   No   Yes                   <NA>
1312 553743_020    804   10000.000   No   No   Yes Black/African American
1313 550930_010    675   93680.000  Yes   No    No Black/African American
1314 555156_020    643  106000.000  Yes   No   Yes                  Other
1315 555053_020    937   25320.000  Yes   No    No        White/Caucasian
1316 554899_020    476   33460.000  Yes   No   Yes        White/Caucasian
1317 555891_010    676   17964.000  Yes   No   Yes Black/African American
1318 552734_010    644   17424.000   No   No   Yes Black/African American
1319 559785_020    679   75563.157   No   No   Yes                  Other
1320 550428_010    713   55000.000   No   No   Yes Black/African American
1321 554427_010    637  200100.000   No   No   Yes                  Other
1322 554069_020    722   13200.000   No   No    No Black/African American
1323 555215_010    619       0.000   No   No   Yes                   <NA>
1324 559878_010   1014   36682.528  Yes   No   Yes        White/Caucasian
1325 557997_010    655  819600.000  Yes   No   Yes                   <NA>
1326 558366_020    639  150000.000   No   No   Yes        White/Caucasian
1327 552816_020    812       0.000   No   No   Yes        White/Caucasian
1328 550605_010    789   17661.151  Yes   No   Yes                  Other
1329 557882_010    633   10080.000   No   No   Yes        White/Caucasian
1330 550143_010    910   45503.939   No   No   Yes Black/African American
1331 551712_010    872   60340.000   No   No   Yes                  Other
1332 555792_010    687  299440.000   No   No   Yes        White/Caucasian
1333 555777_010    653   21001.000   No   No    No        White/Caucasian
1334 556666_020    568  189000.000   No   No    No Black/African American
1335 554847_010    627    3600.000   No   No   Yes                   <NA>
1336 557883_010    639   93003.000   No   No   Yes                   <NA>
1337 553273_010    659   56000.000  Yes   No   Yes Black/African American
1338 559044_020    722  173000.000   No   No   Yes        White/Caucasian
1339 559315_010    636   31000.000  Yes   No    No                  Other
1340 556531_010    706   40950.000  Yes   No   Yes Black/African American
1341 552822_020    630  318283.858   No   No   Yes        White/Caucasian
1342 555103_010    648   29100.000  Yes   No   Yes        White/Caucasian
1343 553627_010    627  155000.000   No   No    No                   <NA>
1344 558174_010    961  142650.000   No   No   Yes Black/African American
1345 552065_010    845   18278.000   No   No   Yes Black/African American
1346 559567_020    717   37181.174  Yes   No    No Black/African American
1347 558290_020    629  353005.511   No   No   Yes Black/African American
1348 555439_010    620  160644.000   No   No   Yes                   <NA>
1349 556921_010    877   28264.000   No   No    No Black/African American
1350 559928_010    638    3820.000   No   No   Yes        White/Caucasian
1351 555037_010    615   72000.000   No   No   Yes                   <NA>
1352 554550_010    610   53400.000   No   No    No                   <NA>
1353 555349_010    687  116500.000   No   No    No        White/Caucasian
1354 551878_010    769   44485.048  Yes   No   Yes                  Other
1355 556573_010    865  124589.000  Yes  Yes    No Black/African American
1356 555354_010    935   29436.000   No  Yes    No Black/African American
1357 556990_010    630   70000.000   No   No   Yes        White/Caucasian
1358 550736_010    988   47520.000   No   No    No Black/African American
1359 557349_020    595  110000.000   No   No   Yes                  Other
1360 553273_010    659   55400.000  Yes   No   Yes Black/African American
1361 557624_020    672   21800.000   No   No   Yes        White/Caucasian
1362 555115_010    868   45784.000   No   No    No Black/African American
1363 555441_020    725   52774.571   No   No   Yes        White/Caucasian
1364 557824_010    797  125000.000   No   No   Yes                  Other
1365 557140_010    623   56000.000   No   No   Yes                   <NA>
1366 558737_010    849   47000.000   No   No    No        White/Caucasian
1367 557751_010    700   93200.000   No   No   Yes Black/African American
1368 559877_020    556    5812.000   No   No   Yes        White/Caucasian
1369 559603_020    787  105000.000   No   No   Yes Black/African American
1370 551156_020    535  194127.867   No   No    No                   <NA>
1371 559600_010    654   70000.000   No   No   Yes                   <NA>
1372 550155_010    643  340000.000   No   No    No        White/Caucasian
1373 559080_020    588   20568.000  Yes   No    No                   <NA>
1374 554026_010    694   12360.000  Yes   No    No                  Other
1375 554413_010    781   14880.000   No   No   Yes                   <NA>
1376 554789_010    759  148320.000   No   No   Yes Black/African American
1377 550093_020    762  267060.000   No   No   Yes Black/African American
1378 551923_010    641  109000.000   No   No   Yes Black/African American
1379 556433_010    670       0.000   No   No    No                   <NA>
1380 550418_010    638    3000.000   No   No   Yes                   <NA>
1381 555286_010   1050   16757.841   No  Yes   Yes        White/Caucasian
1382 550683_010    636  301201.732  Yes   No   Yes Black/African American
1383 555463_020   1016   12728.443  Yes   No    No        White/Caucasian
1384 551069_010    900   24132.000  Yes   No   Yes        White/Caucasian
1385 555586_010    657   29200.000   No   No   Yes                   <NA>
1386 557664_010    964   54000.000  Yes   No   Yes                  Other
1387 554213_010    646  149048.000   No   No   Yes        White/Caucasian
1388 552681_020    613   51384.000   No   No   Yes Black/African American
1389 559586_010    664  130000.000   No   No   Yes                  Other
1390 553837_020    863   77010.000  Yes   No   Yes        White/Caucasian
1391 556806_010    848   24400.000   No   No    No Black/African American
1392 555332_010    660  107054.866   No   No   Yes                   <NA>
1393 558157_010    622   89300.000  Yes   No    No                   <NA>
1394 551179_020    689  250080.000   No   No   Yes Black/African American
1395 556606_010    668   40012.000   No   No   Yes Black/African American
1396 557630_010    629   55000.000  Yes   No    No        White/Caucasian
1397 557213_010    785    7320.000   No   No   Yes        White/Caucasian
1398 559103_010    626  353005.511   No   No   Yes        White/Caucasian
1399 551512_010    780   19320.000   No   No   Yes        White/Caucasian
1400 558049_010    818   63915.000   No   No   Yes        White/Caucasian
1401 556424_020    543   49240.000  Yes   No    No        White/Caucasian
1402 556179_010    652  108040.000   No   No   Yes Black/African American
1403 557518_010    698  124589.000   No   No   Yes        White/Caucasian
1404 551735_020    617  276881.000   No   No   Yes        White/Caucasian
1405 550514_020    618   53616.000   No   No   Yes                  Other
1406 555460_010    640   22500.000   No   No   Yes                   <NA>
1407 553446_010    605   17661.151   No   No    No                   <NA>
1408 558602_010    733   53384.000   No   No    No        White/Caucasian
1409 557557_010    647   35944.967   No   No   Yes        White/Caucasian
1410 552306_020    607  187800.000  Yes   No   Yes                   <NA>
1411 550790_020    568  445000.000   No   No   Yes                   <NA>
1412 559963_010    658  124353.000  Yes   No   Yes Black/African American
1413 558390_010    658  128000.000   No   No    No                  Other
1414 553765_010    650   67000.000   No   No   Yes                  Other
1415 556135_010    645   40000.000  Yes   No   Yes                  Other
1416 558935_010    794    8400.000   No   No   Yes        White/Caucasian
1417 557751_010    700   93424.188   No   No   Yes Black/African American
1418 555405_010    637   70000.000   No   No   Yes                  Other
1419 554318_010    955   57872.869   No   No    No        White/Caucasian
1420 550943_010    753    3360.000  Yes   No   Yes                  Other
1421 559785_010    677   75563.157  Yes  Yes   Yes        White/Caucasian
1422 559283_020    621   52668.000   No   No   Yes                   <NA>
1423 554717_010    663    2304.000   No   No   Yes        White/Caucasian
1424 550962_020    625   46793.034  Yes   No   Yes Black/African American
1425 555441_020    650   52306.909   No   No   Yes        White/Caucasian
1426 558679_020    625  217200.000   No   No    No                   <NA>
1427 553951_020    629   76033.000   No   No    No                  Other
1428 559445_010    671   13149.386   No   No    No Black/African American
1429 553443_010    814   50000.000  Yes   No    No Black/African American
1430 556536_010    647   14508.000  Yes   No    No        White/Caucasian
1431 552548_010    780   84012.000   No   No   Yes        White/Caucasian
1432 559484_020    641  127000.000   No   No   Yes                  Other
1433 551744_010    660  194080.000   No   No   Yes        White/Caucasian
1434 558664_010    693   67400.000  Yes  Yes   Yes        White/Caucasian
1435 557802_010    807   41208.000   No   No   Yes Black/African American
1436 554302_010    887   30174.637  Yes   No   Yes        White/Caucasian
1437 556758_010    644   40000.000   No   No   Yes        White/Caucasian
1438 559470_020    836   17328.000  Yes   No   Yes        White/Caucasian
1439 553432_010    860   38475.624   No   No    No Black/African American
1440 555427_010    851   25405.000  Yes   No    No Black/African American
1441 559722_010    635  312198.000   No   No   Yes                   <NA>
1442 551098_010    650  285240.000   No   No    No        White/Caucasian
1443 553738_010    924   22800.000   No   No    No Black/African American
1444 557785_010    628  181200.000   No   No    No        White/Caucasian
1445 555375_010    715   40000.000   No   No   Yes Black/African American
1446 550038_010    640   72000.000  Yes   No   Yes        White/Caucasian
1447 556018_020    638   55000.000   No   No   Yes        White/Caucasian
1448 559793_010    654   98030.000   No   No    No                   <NA>
1449 551169_010    681   24000.000   No   No   Yes        White/Caucasian
1450 559350_010    653   77010.000   No   No    No        White/Caucasian
1451 551781_010    670   16816.000   No   No   Yes                   <NA>
1452 557036_010    615   56764.000  Yes   No    No                   <NA>
1453 557269_010    706   75700.000   No  Yes   Yes                  Other
1454 557699_010    619   10920.000   No   No    No Black/African American
1455 558450_020    637  160080.000   No   No   Yes        White/Caucasian
1456 554845_020    810   95824.000   No   No   Yes Black/African American
1457 557538_020    739    4320.000   No   No   Yes        White/Caucasian
1458 558142_010    990   13200.000  Yes   No   Yes        White/Caucasian
1459 551748_010    661   99472.590   No   No   Yes        White/Caucasian
1460 559420_010    556  109000.000   No   No   Yes                   <NA>
1461 555339_010    649       0.000   No   No   Yes        White/Caucasian
1462 554680_010    786    2880.000   No   No   Yes Black/African American
1463 551025_020    706   61200.000   No   No   Yes Black/African American
1464 553508_010    663    1681.298   No   No    No                   <NA>
1465 558039_010    760    3000.000  Yes   No   Yes                   <NA>
1466 555601_010    700   58286.511  Yes   No   Yes Black/African American
1467 550745_010    620  126600.000   No   No    No                   <NA>
1468 555331_020    560  145400.000   No   No   Yes        White/Caucasian
1469 550155_020    601  340000.000   No   No   Yes        White/Caucasian
1470 559616_010    638   56800.000   No  Yes   Yes                  Other
1471 559814_010    669  223349.581   No   No   Yes        White/Caucasian
1472 557322_020    800  119220.000   No   No    No Black/African American
1473 555176_010    789   78500.000   No   No   Yes Black/African American
1474 558191_020    567  243000.000   No   No   Yes                   <NA>
1475 557139_010    850   10344.000  Yes   No   Yes Black/African American
1476 553623_020    772   85488.000   No   No   Yes Black/African American
1477 553670_010    627 1800012.000   No   No    No                   <NA>
1478 557269_010    707   75563.157   No  Yes   Yes                  Other
1479 551529_010    992   20280.000   No   No    No Black/African American
1480 559283_010    643   52700.000   No   No   Yes                   <NA>
1481 554540_010    681   89008.000   No   No    No                   <NA>
1482 550428_010    685   55308.000   No   No   Yes Black/African American
1483 557097_010    635   16460.606   No  Yes   Yes                   <NA>
1484 552748_020    774   30436.000   No   No    No Black/African American
1485 558693_010    630   72000.000  Yes   No   Yes                  Other
1486 553118_020    607   28932.000   No   No    No                   <NA>
1487 558039_010    760    2880.000  Yes   No   Yes                   <NA>
1488 556993_020    564  185000.000   No   No   Yes        White/Caucasian
1489 556325_010    658   83000.000   No   No   Yes                   <NA>
1490 559818_010    652   23520.000   No   No   Yes                   <NA>
1491 552482_020    745   51200.000   No  Yes   Yes        White/Caucasian
1492 551104_010    670   19852.000   No   No    No                  Other
1493 554471_010    612  123759.964   No   No   Yes        White/Caucasian
1494 552429_010    787   55000.000   No   No   Yes Black/African American
1495 555115_010    878   45500.000   No   No    No Black/African American
1496 554486_020    873   50551.154   No   No   Yes Black/African American
1497 554312_010    679   51000.000   No   No   Yes                   <NA>
1498 558797_010    626  211696.111   No   No    No                   <NA>
1499 550889_010    633    3000.000  Yes  Yes    No                   <NA>
1500 558532_010    613   60400.000   No   No   Yes                   <NA>
1501 553778_020    797  127000.000  Yes   No   Yes Black/African American
1502 559391_010   1086    4688.000   No   No   Yes        White/Caucasian
1503 555844_010    644   64000.000   No   No   Yes        White/Caucasian
1504 553790_020    667  160644.000   No   No   Yes        White/Caucasian
1505 550962_010    642   47000.000   No   No   Yes Black/African American
1506 550817_010    912   23184.000  Yes   No   Yes Black/African American
1507 557885_020    744  103000.000  Yes   No   Yes                  Other
1508 552822_010    630  318283.858   No   No   Yes        White/Caucasian
1509 553512_010    661  114000.000   No   No    No                   <NA>
1510 559471_010    711       0.000   No   No   Yes        White/Caucasian
1511 552490_010    862    5040.000   No   No    No Black/African American
1512 557814_010    635  325480.000   No   No   Yes        White/Caucasian
1513 555702_010    720   93000.000   No   No   Yes Black/African American
1514 550362_010    671    2520.000  Yes  Yes    No        White/Caucasian
1515 551335_020    601  269682.462  Yes   No   Yes Black/African American
1516 556964_010    679   36600.000  Yes  Yes   Yes                   <NA>
1517 556149_010    714   16596.000   No   No   Yes                  Other
1518 558594_010    668    9480.000   No   No   Yes                   <NA>
1519 554252_020    586  101400.000   No   No   Yes                  Other
1520 559445_010    671   13128.000   No   No    No Black/African American
1521 557226_010    930   17520.000   No   No    No Black/African American
1522 552648_020    799   15948.000  Yes   No    No Black/African American
1523 550421_010    901   15948.000   No  Yes    No Black/African American
1524 551686_020    638   72000.000   No   No   Yes Black/African American
1525 553114_020    625  157200.000   No   No   Yes                   <NA>
1526 552911_010    623   55000.000   No   No   Yes Black/African American
1527 554591_020    579  126800.000   No   No   Yes Black/African American
1528 551863_020    745   85488.000   No   No   Yes Black/African American
1529 551412_020    674   72872.000   No   No   Yes        White/Caucasian
1530 554717_010    663    2500.000   No   No   Yes        White/Caucasian
1531 553393_010    630    6648.000   No   No    No        White/Caucasian
1532 553911_010    964   10080.000   No   No    No Black/African American
1533 559963_010    657  124353.000  Yes   No   Yes Black/African American
1534 551155_010    543   68095.000   No   No    No                   <NA>
1535 550536_010    927  115000.000   No   No   Yes Black/African American
1536 551346_010    687       0.000   No   No   Yes                  Other
1537 557411_020    618   33020.000  Yes  Yes   Yes        White/Caucasian
1538 557484_020    626  228032.000   No   No    No                   <NA>
1539 557617_010    780   73510.000  Yes   No   Yes Black/African American
1540 550320_010    628   11208.000   No   No    No                  Other
1541 556686_020    839   69120.000  Yes   No   Yes        White/Caucasian
1542 550880_010    662   49800.000  Yes   No    No        White/Caucasian
1543 550609_010    665  114656.000   No   No   Yes        White/Caucasian
1544 550272_010    665   47521.893   No   No   Yes        White/Caucasian
1545 551843_010    683  153000.000   No   No    No        White/Caucasian
1546 559471_010    709       0.000   No   No   Yes        White/Caucasian
1547 552028_020    625  303916.197   No   No   Yes Black/African American
1548 553925_010    989    8400.000   No   No    No Black/African American
1549 550581_020    797   22564.000   No   No   Yes        White/Caucasian
1550 554408_010    656  180640.000   No   No   Yes                   <NA>
1551 553014_020    868  237050.000   No   No   Yes                  Other
1552 559157_020    853   10348.000   No   No   Yes Black/African American
1553 557595_010    836   30300.000  Yes   No   Yes                  Other
1554 554432_020    868  109120.000   No   No   Yes        White/Caucasian
1555 557551_010    647  110300.000   No   No   Yes                   <NA>
1556 553710_010    626   21936.000   No   No   Yes        White/Caucasian
1557 555785_020    503   30600.000   No   No    No                   <NA>
1558 557615_010    629  102020.000   No   No   Yes                   <NA>
1559 558286_010    691    9480.000   No   No   Yes        White/Caucasian
1560 555560_010    699   85180.000   No   No    No Black/African American
1561 551735_020    621  276570.000   No   No   Yes        White/Caucasian
1562 550419_010   1058   25260.000   No   No   Yes Black/African American
1563 552892_020    725   92000.000   No  Yes   Yes Black/African American
1564 550817_010    913   23120.000  Yes   No   Yes Black/African American
1565 557396_010    825   17324.000   No   No    No Black/African American
1566 554365_010    778     300.000  Yes   No   Yes                  Other
1567 558552_010    783   70520.000   No   No    No                  Other
1568 555489_020    706  129000.000   No   No   Yes        White/Caucasian
1569 559806_020    649   55000.000  Yes   No   Yes        White/Caucasian
1570 552292_010    692   10920.000  Yes   No    No        White/Caucasian
1571 552819_010    669  277200.000   No   No   Yes                   <NA>
1572 559467_020    669  357000.000   No   No   Yes        White/Caucasian
1573 555341_010    673   23748.000  Yes   No   Yes        White/Caucasian
1574 553884_010    610   37700.000   No   No    No                   <NA>
1575 554604_010    623   21770.862   No   No   Yes                   <NA>
1576 555137_010    746   14160.000   No   No   Yes Black/African American
1577 556471_010    791   43000.000   No   No   Yes Black/African American
1578 554604_020    621   21600.000   No   No   Yes                   <NA>
1579 558103_010    619     804.000   No  Yes    No        White/Caucasian
1580 550445_010   1008  155580.000   No   No   Yes Black/African American
1581 558366_010    675  150000.000   No   No   Yes        White/Caucasian
1582 554885_010    791   33460.000  Yes   No    No Black/African American
1583 554506_010    914   18048.000   No   No    No        White/Caucasian
1584 555962_010    864   29600.000  Yes   No    No Black/African American
1585 556079_010    662   44485.048  Yes   No    No        White/Caucasian
1586 550201_020    486  280020.000   No   No   Yes        White/Caucasian
1587 550233_010    778   25320.000  Yes   No   Yes        White/Caucasian
1588 550554_010    624   72872.000   No   No   Yes                   <NA>
1589 557642_010    678   67000.000   No   No   Yes        White/Caucasian
1590 550218_020    689  168400.000   No   No    No        White/Caucasian
1591 554344_020    844   58286.511  Yes   No    No Black/African American
1592 555765_010    655  100315.000   No   No    No        White/Caucasian
1593 559990_010    656   50000.000   No   No   Yes                   <NA>
1594 559094_010    642   26268.000   No   No   Yes Black/African American
1595 554903_010    746   45152.000   No   No   Yes Black/African American
1596 558316_010    841   25600.000  Yes   No    No                  Other
1597 556833_010    651   73000.000   No   No   Yes        White/Caucasian
1598 557882_010    633   10000.000   No   No   Yes        White/Caucasian
1599 555911_010    617   18030.697   No   No   Yes        White/Caucasian
1600 556513_010    725   30332.902   No   No   Yes Black/African American
1601 552693_010    659   29576.000  Yes   No    No                  Other
1602 557322_020    839  119000.000   No   No    No Black/African American
1603 559190_020    649  145200.000   No   No   Yes        White/Caucasian
1604 558543_020    776  276400.000  Yes   No   Yes        White/Caucasian
1605 552646_010    626  130000.000   No   No    No        White/Caucasian
1606 550181_010    666   55308.000   No   No    No Black/African American
1607 553321_010    746   29700.000   No   No   Yes Black/African American
1608 559698_010    616  402720.000   No   No   Yes                   <NA>
1609 552395_010   1022    9600.000   No   No   Yes        White/Caucasian
1610 556345_010    755   21708.000  Yes  Yes    No                  Other
1611 550201_010    633  285240.000   No   No   Yes        White/Caucasian
1612 555844_010    644   64376.000   No   No   Yes        White/Caucasian
1613 557349_020    597  110000.000   No   No   Yes                  Other
1614 555215_020    619       0.000   No   No   Yes                   <NA>
1615 559506_010    665   96004.000  Yes   No   Yes                   <NA>
1616 558441_010    640  299440.000   No   No   Yes                   <NA>
1617 554163_010    678  325480.000   No   No   Yes        White/Caucasian
1618 553114_020    611  155000.000   No   No   Yes                   <NA>
1619 551143_020    607   27600.000   No  Yes   Yes        White/Caucasian
1620 551048_010    648   74020.000   No   No    No                   <NA>
1621 555952_010    612  102929.000  Yes   No    No        White/Caucasian
1622 558144_010    657   18840.000   No   No   Yes Black/African American
1623 559270_010    625       0.000   No   No   Yes                   <NA>
1624 553699_010    758   10920.000   No  Yes    No        White/Caucasian
1625 557710_010   1048   34800.000   No   No    No Black/African American
1626 551098_010    650  281000.000   No   No    No        White/Caucasian
1627 552852_010    729  102200.000   No   No   Yes Black/African American
1628 558837_010    808     250.000   No   No   Yes        White/Caucasian
1629 559839_010    638  378052.138   No   No    No                  Other
1630 552648_010    769   15948.000  Yes   No   Yes Black/African American
1631 555209_010    633  360000.000   No   No   Yes        White/Caucasian
1632 553761_010    653   19040.000   No   No   Yes        White/Caucasian
1633 555797_010    622    1980.000   No   No   Yes                   <NA>
1634 558155_010    707   16320.000   No   No    No Black/African American
1635 558646_010    772   19852.000   No   No   Yes Black/African American
1636 555215_010    619       0.000   No   No   Yes                   <NA>
1637 555073_010    706  212942.661  Yes   No   Yes Black/African American
1638 552363_020    591   76000.000   No   No   Yes        White/Caucasian
1639 555065_010    659  194127.867   No   No    No                   <NA>
1640 553280_010    648   50000.000   No   No    No                  Other
1641 553327_010    622   12660.000  Yes   No   Yes Black/African American
1642 557460_010    918   40410.370   No   No    No Black/African American
1643 556441_010    711   20000.000   No   No   Yes Black/African American
1644 555780_010    819   89008.000   No   No   Yes                  Other
1645 555166_010    648    5484.000   No   No   Yes                   <NA>
1646 554398_010    643   21120.000   No   No   Yes        White/Caucasian
1647 557792_010    621  244738.170   No   No   Yes Black/African American
1648 557152_020    631   83000.000   No   No    No        White/Caucasian
1649 551944_020    631  135000.000   No   No   Yes                   <NA>
1650 555553_010    684   62862.000   No   No   Yes                   <NA>
1651 556159_010    632  165236.000   No   No   Yes        White/Caucasian
1652 554481_010    767   55308.000   No   No    No Black/African American
1653 558953_010    657       0.000   No   No    No                   <NA>
1654 551279_010    651     480.000   No   No   Yes Black/African American
1655 554438_010    747   12168.000  Yes   No   Yes Black/African American
1656 552059_010    737   28104.000  Yes   No    No        White/Caucasian
1657 559586_010    664  130244.000   No   No   Yes                  Other
1658 557544_010    676   87000.000   No   No   Yes                   <NA>
1659 557882_010    634   10080.000   No   No   Yes        White/Caucasian
1660 551957_010    623  114820.000   No   No   Yes        White/Caucasian
1661 555603_020    531  535269.708   No   No    No        White/Caucasian
1662 556668_020    942   23808.000  Yes   No   Yes        White/Caucasian
1663 559023_010    637   28680.000  Yes   No    No                   <NA>
1664 553280_020    476   50000.000   No   No    No                   <NA>
1665 558123_010    969    3492.000   No   No   Yes Black/African American
1666 555073_020    676  212117.637   No   No   Yes        White/Caucasian
1667 550698_020    805   46000.000  Yes   No   Yes Black/African American
1668 558694_020    642  347933.333   No   No   Yes        White/Caucasian
1669 553413_020    771   87000.000  Yes   No   Yes                  Other
1670 558410_010    616  194080.000   No   No   Yes                   <NA>
1671 550015_020    597   90000.000   No   No   Yes                  Other
1672 559932_010    903   27948.000  Yes   No   Yes                  Other
1673 551975_020    621  104400.000   No   No   Yes                   <NA>
1674 551080_010    839   50000.000   No   No   Yes Black/African American
1675 551803_010    641  175601.000   No   No   Yes                   <NA>
1676 553849_010    925   16212.000  Yes   No    No                  Other
1677 556057_010    793   38220.000   No  Yes   Yes Black/African American
1678 552306_020    609  189003.000  Yes   No   Yes                   <NA>
1679 552613_010    619   76000.000   No   No   Yes        White/Caucasian
1680 555071_020    579  124589.000   No  Yes   Yes Black/African American
1681 556799_020    605  210000.000  Yes   No    No        White/Caucasian
1682 550223_010    668    9840.000   No   No   Yes        White/Caucasian
1683 558693_020    649   72180.000  Yes   No   Yes                  Other
1684 555506_010    605   25249.061   No  Yes    No                   <NA>
1685 553881_010    713   58469.605   No   No   Yes Black/African American
1686 553920_010    637  228032.000   No   No   Yes                   <NA>
1687 559734_010    663  109000.000   No   No    No                   <NA>
1688 551123_010    888   24112.000   No   No   Yes                  Other
1689 558344_010    649   75510.095  Yes   No   Yes                   <NA>
1690 550524_010    839   51539.746   No   No   Yes Black/African American
1691 552692_010    625  510720.000   No   No   Yes                   <NA>
1692 557061_010    644   20908.000   No   No   Yes Black/African American
1693 558849_010    650  115000.000   No   No    No        White/Caucasian
1694 551126_010    635    4375.497  Yes   No    No        White/Caucasian
1695 559321_010    640   40048.000   No   No    No                   <NA>
1696 558419_010    806   53428.000  Yes   No    No                  Other
1697 552963_010    638   15048.000   No   No    No        White/Caucasian
1698 556276_020    625   93000.000   No   No   Yes                   <NA>
1699 558445_010    687       0.000   No   No   Yes Black/African American
1700 550156_020    612  289000.000  Yes   No    No        White/Caucasian
1701 556760_010    607  770537.149   No   No   Yes                   <NA>
1702 559479_010    637   60000.000   No   No    No                   <NA>
1703 558120_010    811   15048.000   No   No   Yes Black/African American
1704 552837_010    617   74300.000   No   No    No        White/Caucasian
1705 552028_020    625  310440.000   No   No   Yes                  Other
1706 554880_010    717    2136.000   No   No   Yes                  Other
1707 559513_020    788   90000.000  Yes   No   Yes Black/African American
1708 554427_020    595  202312.000   No   No   Yes        White/Caucasian
1709 559867_010    804  299440.000   No   No   Yes        White/Caucasian
1710 557624_010    667   21760.000   No  Yes   Yes        White/Caucasian
1711 553060_020    628  117050.000   No   No   Yes        White/Caucasian
1712 553014_020    731  233054.000  Yes   No    No                  Other
1713 552892_020    725   92000.000   No  Yes   Yes Black/African American
1714 558884_010    714  153404.000  Yes   No   Yes Black/African American
1715 557858_010    626   17424.000   No   No    No        White/Caucasian
1716 550385_010    781   28717.537   No   No    No                  Other
1717 551191_010   1007   18049.141  Yes   No    No Black/African American
1718 554842_010    837       0.000  Yes   No    No Black/African American
1719 556090_010    611   77010.000   No   No   Yes        White/Caucasian
1720 552836_020    677  218690.633   No   No   Yes        White/Caucasian
1721 559487_010    898   36600.000   No   No    No        White/Caucasian
1722 550043_010    903   27524.000   No   No    No        White/Caucasian
1723 556493_010    719   26420.000   No   No   Yes Black/African American
1724 554627_010    754   79000.000   No   No   Yes        White/Caucasian
1725 554092_010    892   43760.000   No   No   Yes        White/Caucasian
1726 556394_010    691   31200.000   No   No    No Black/African American
1727 558103_010    619     750.000   No  Yes    No        White/Caucasian
1728 557842_020    613   30000.000  Yes   No    No                  Other
1729 556499_010    754   53384.000   No   No   Yes Black/African American
1730 556137_010    729   33020.000   No   No   Yes Black/African American
1731 553351_010    643   13488.000   No   No   Yes Black/African American
1732 555441_010    649   52774.571   No   No   Yes        White/Caucasian
1733 554301_020    590  109000.000   No   No   Yes        White/Caucasian
1734 552300_020    676  185000.000   No   No   Yes        White/Caucasian
1735 551150_010    888       0.000   No   No   Yes                  Other
1736 555071_020    586  124589.000   No  Yes   Yes Black/African American
1737 556845_010    655  120000.000   No   No   Yes                   <NA>
1738 559598_010    686  379754.958   No   No    No Black/African American
1739 558154_010    673       0.000   No  Yes   Yes        White/Caucasian
1740 550985_020    654  130252.000   No   No    No                  Other
1741 559831_020    972  225012.000  Yes   No    No Black/African American
1742 552479_020    490  200100.000  Yes   No   Yes        White/Caucasian
1743 552753_010    642  111600.000   No   No   Yes        White/Caucasian
1744 558897_010    618   12300.000   No   No    No        White/Caucasian
1745 550047_010    656  110752.000   No   No   Yes        White/Caucasian
1746 553793_010    666   50000.000   No   No   Yes Black/African American
1747 556833_010    651   73283.240   No   No   Yes        White/Caucasian
1748 551459_020    794   80500.000  Yes   No   Yes Black/African American
1749 555603_020    520  534004.000   No   No    No        White/Caucasian
1750 555788_010    804   87000.000   No   No    No Black/African American
1751 554862_010    671   11748.000   No  Yes   Yes                   <NA>
1752 559227_020    603  103606.365   No   No   Yes        White/Caucasian
1753 552529_020    660  134952.000   No   No   Yes        White/Caucasian
1754 559121_010    681    5000.000  Yes  Yes   Yes                  Other
1755 550410_010    608  100000.000   No   No    No                   <NA>
1756 556143_010    706   33036.000   No   No    No        White/Caucasian
1757 554238_020    908   62000.000   No   No   Yes        White/Caucasian
1758 550362_010    671    2400.000  Yes  Yes    No        White/Caucasian
1759 559425_020    636   87750.000   No   No   Yes        White/Caucasian
1760 554793_010    770   38536.101  Yes   No   Yes Black/African American
1761 550233_010    800   25260.000  Yes   No   Yes        White/Caucasian
1762 554740_010    706       0.000  Yes   No   Yes Black/African American
1763 553570_020    476   46656.000  Yes   No   Yes        White/Caucasian
1764 553166_020    988   15920.000  Yes   No    No        White/Caucasian
1765 555244_010    725   20648.000  Yes   No    No Black/African American
1766 553055_010    756   40498.000  Yes   No   Yes Black/African American
1767 550254_010    674    5760.000   No   No   Yes                   <NA>
1768 557391_010    879   24960.000   No   No    No        White/Caucasian
1769 556352_010    703   61200.000   No   No   Yes                  Other
1770 555545_020    721    3480.000   No   No   Yes Black/African American
1771 550686_010    701   28600.000   No   No    No        White/Caucasian
1772 555310_010    922    2500.000   No   No    No Black/African American
1773 555545_010    721    3576.000   No   No   Yes Black/African American
1774 556073_010    780   10968.000  Yes   No    No Black/African American
1775 553890_010    656   55040.000   No   No   Yes        White/Caucasian
1776 550254_010    674    5000.000   No   No   Yes                   <NA>
1777 559315_010    636   31200.000  Yes   No    No                  Other
1778 556154_020    656  257212.000   No   No    No Black/African American
1779 556873_010    840  131020.000  Yes   No   Yes        White/Caucasian
1780 552633_010    735   20000.000  Yes   No   Yes        White/Caucasian
1781 559893_010    748    1000.000  Yes   No    No                  Other
1782 555515_010    635   70512.000   No   No   Yes        White/Caucasian
1783 554548_010    738   79000.000  Yes   No    No Black/African American
1784 550356_010    658   24112.000  Yes  Yes    No        White/Caucasian
1785 554724_020    817   50607.954   No   No   Yes Black/African American
1786 551203_010    683   67000.000   No   No   Yes                   <NA>
1787 554448_010    776   36600.000  Yes   No   Yes Black/African American
1788 556266_010    685   12600.000  Yes  Yes    No Black/African American
1789 553482_010    688   21048.000  Yes   No   Yes Black/African American
1790 556445_010    699   21600.000  Yes   No    No                  Other
1791 552917_010    676  407606.754   No   No   Yes        White/Caucasian
1792 552840_010    635   37181.174   No   No   Yes                   <NA>
1793 558237_010    660   22763.401  Yes   No   Yes Black/African American
1794 551505_010    895    9672.000   No   No    No Black/African American
1795 552818_010    684 1015012.000   No   No   Yes        White/Caucasian
1796 559023_010    637   28637.869  Yes   No    No                   <NA>
1797 557690_010    721   24600.000  Yes   No    No                  Other
1798 558532_010    616   60475.000   No   No   Yes                   <NA>
1799 553399_010    861  209782.624   No   No    No Black/African American
1800 555441_010    650   52700.000   No   No   Yes        White/Caucasian
1801 558668_010    640   78764.000  Yes   No   Yes                   <NA>
1802 557909_010    635   51700.000   No   No   Yes        White/Caucasian
1803 557795_010    995   15826.395   No   No    No Black/African American
1804 559964_010    798   15624.000   No   No    No                  Other
1805 558951_020    654   91520.000   No  Yes    No        White/Caucasian
1806 556179_020    543  108112.000  Yes   No   Yes        White/Caucasian
1807 559346_010    876   83600.000   No   No   Yes Black/African American
1808 557710_010   1045   34674.064   No   No    No Black/African American
1809 551746_010    624   52000.000   No   No    No Black/African American
1810 558413_020    612  186600.000   No   No   Yes                   <NA>
1811 557126_020    609   99472.590   No   No   Yes        White/Caucasian
1812 553443_020    739   50212.000  Yes   No   Yes Black/African American
1813 554517_010    684       0.000   No   No   Yes                  Other
1814 559301_010    607   42000.000   No   No   Yes                   <NA>
1815 553086_010    814   18231.333  Yes   No    No Black/African American
1816 553826_020    712  175000.000   No   No   Yes        White/Caucasian
1817 551957_020    621  114656.000   No   No   Yes        White/Caucasian
1818 555241_010    635   14400.000   No   No   Yes Black/African American
1819 555749_010    661   10252.000   No   No    No                   <NA>
1820 554624_010   1097   25800.000  Yes   No    No                  Other
1821 559691_010    610   71000.000   No   No    No        White/Caucasian
1822 559839_010    638  369257.048   No   No    No Black/African American
1823 557882_010    627   10000.000   No   No   Yes        White/Caucasian
1824 558747_010    658   13200.000  Yes   No    No                  Other
1825 556260_020    689  148060.000   No   No   Yes        White/Caucasian
1826 557141_010    638   96428.000  Yes   No   Yes        White/Caucasian
1827 554203_010    658  191000.000   No   No   Yes                   <NA>
1828 557219_010    630   82020.000   No   No   Yes                   <NA>
1829 557198_010    671  133000.000   No   No   Yes        White/Caucasian
1830 556240_020    618   15160.000   No   No   Yes Black/African American
1831 550554_010    624   72600.000   No   No   Yes                   <NA>
1832 551057_010    924   15048.000   No  Yes    No        White/Caucasian
1833 551450_010    682  340000.000   No   No    No        White/Caucasian
1834 553294_020    523   54652.000  Yes   No    No                   <NA>
1835 556869_010    886   70060.000  Yes   No    No Black/African American
1836 559861_020    667  223349.581   No   No   Yes                   <NA>
1837 556138_010    713    8000.000   No  Yes   Yes Black/African American
1838 552828_010    636  303916.197   No   No   Yes Black/African American
1839 550873_010    624  123320.000  Yes   No   Yes                   <NA>
1840 554238_020    909   62412.000   No   No    No        White/Caucasian
1841 552482_010    756   51253.000   No   No   Yes        White/Caucasian
1842 559963_010    656  124589.000  Yes   No   Yes Black/African American
1843 556288_020    891  308584.288   No   No   Yes        White/Caucasian
1844 555336_010    791   35000.000   No   No   Yes Black/African American
1845 551450_010    682  344000.000   No   No    No        White/Caucasian
1846 553435_010    911   27450.000   No   No   Yes        White/Caucasian
1847 551723_010    778   27140.000   No   No   Yes Black/African American
1848 551238_010    646   72872.000   No   No   Yes        White/Caucasian
1849 559968_010    650  115000.000   No   No   Yes                   <NA>
1850 552228_020    654   12000.000   No   No   Yes                   <NA>
1851 557198_010    671  132036.000   No   No   Yes        White/Caucasian
1852 559301_020    527   42000.000   No   No   Yes                   <NA>
1853 551483_010    797   12000.000  Yes   No    No        White/Caucasian
1854 559387_010    646   33204.000  Yes   No   Yes Black/African American
1855 558602_020    767   53384.000  Yes   No   Yes        White/Caucasian
1856 550524_010    838   51700.000   No   No   Yes Black/African American
1857 558069_010    810   30000.000   No  Yes   Yes Black/African American
1858 557754_010    778   18895.000  Yes  Yes   Yes        White/Caucasian
1859 558266_010    680   45000.000   No   No   Yes        White/Caucasian
1860 556545_010    631    3900.000   No   No   Yes                  Other
1861 558309_010    988   12420.000   No   No   Yes                  Other
1862 554667_010    627  236000.000   No   No    No        White/Caucasian
1863 558268_010    629   31200.000   No   No   Yes                   <NA>
1864 558693_010    630   72000.000  Yes   No   Yes                  Other
1865 553248_010    828   65000.000   No   No    No Black/African American
1866 557721_020    647   60400.000   No   No    No        White/Caucasian
1867 557131_020    836  112500.000  Yes   No   Yes Black/African American
1868 550063_010    631   33800.000   No   No   Yes        White/Caucasian
1869 550759_010    830   17650.000   No   No   Yes                  Other
1870 552050_010    684   17412.000  Yes   No    No Black/African American
1871 555216_020    842   44485.048  Yes   No   Yes                  Other
1872 555785_020    499   30600.000   No   No    No                   <NA>
1873 552812_020    654  153404.000  Yes   No   Yes        White/Caucasian
1874 557842_010    632   30000.000  Yes   No    No        White/Caucasian
1875 559329_020    545  188000.000   No   No   Yes                  Other
1876 552231_020    650  102000.000   No   No   Yes                   <NA>
1877 554690_020    596  120000.000   No   No   Yes        White/Caucasian
1878 556549_010    868   13368.000  Yes   No    No                  Other
1879 559649_010    722   53400.000   No   No   Yes Black/African American
1880 559793_010    654   98030.000   No   No    No                   <NA>
1881 554129_020   1081   96351.675   No   No   Yes Black/African American
1882 550904_020    564  455562.777   No   No   Yes Black/African American
1883 553241_020    564  106000.000   No   No   Yes Black/African American
1884 552949_010    648  134000.000   No   No    No        White/Caucasian
1885 552100_010    758  177000.000   No   No   Yes Black/African American
1886 558837_020    808       0.000   No   No   Yes        White/Caucasian
1887 556477_010    638   13070.612  Yes   No   Yes                   <NA>
1888 558082_010    989   15600.000   No   No    No Black/African American
1889 554250_010    927  110300.000   No   No   Yes                   <NA>
1890 551110_010    824   13860.000   No   No    No Black/African American
1891 557721_020    643   60200.000   No   No    No        White/Caucasian
1892 557407_010    639   43270.000  Yes  Yes    No Black/African American
1893 553424_010    636   51682.000  Yes  Yes   Yes                   <NA>
1894 558284_010    972   35944.967  Yes   No    No Black/African American
1895 557253_010    892   30600.000  Yes   No   Yes        White/Caucasian
1896 558991_010    626   40100.000   No   No    No        White/Caucasian
1897 557126_020    609   99472.590   No   No   Yes        White/Caucasian
1898 556509_010    960   15500.000  Yes   No   Yes Black/African American
1899 559227_020    605  102680.000   No   No   Yes        White/Caucasian
1900 559484_020    634  126000.000   No   No   Yes Black/African American
1901 558004_010    637  102000.000   No   No   Yes        White/Caucasian
1902 550904_020    566  430400.000   No   No   Yes Black/African American
1903 551024_010    951   18400.000  Yes   No   Yes Black/African American
1904 550783_010   1016   20880.000   No   No    No Black/African American
1905 559691_010    607   70800.000   No   No    No        White/Caucasian
1906 552745_010    635   84012.000   No   No    No        White/Caucasian
1907 557785_020    627  180112.000   No   No    No        White/Caucasian
1908 556126_010    616   22217.000   No   No   Yes                   <NA>
1909 559786_020    633   41208.000  Yes   No    No        White/Caucasian
1910 558380_010    758    4688.000   No   No    No        White/Caucasian
1911 554256_020    669   14040.000   No   No    No                  Other
1912 559470_010    740   17328.000   No   No   Yes        White/Caucasian
1913 557775_010    641   58469.605   No   No   Yes        White/Caucasian
1914 554314_010    669   70000.000   No   No   Yes                   <NA>
1915 559762_010    656   73640.000   No   No   Yes        White/Caucasian
1916 553267_010    856       0.000   No   No   Yes                  Other
1917 552156_010    783   27140.000   No   No   Yes Black/African American
1918 551286_020    811   65600.000   No   No   Yes        White/Caucasian
1919 558927_010    652   70000.000   No   No   Yes        White/Caucasian
1920 557003_010    676    6260.000   No   No   Yes Black/African American
1921 556433_010    670       0.000   No   No    No                   <NA>
1922 550347_020    601  205002.000   No   No   Yes                   <NA>
1923 557385_020    771   31850.000   No   No   Yes Black/African American
1924 555911_010    617   17796.000   No   No   Yes        White/Caucasian
1925 558541_010    833   27450.000   No   No    No        White/Caucasian
1926 557484_020    653  229120.000   No   No    No                   <NA>
1927 557461_020    619  407606.754  Yes   No   Yes        White/Caucasian
1928 552048_010    955    1000.000   No   No   Yes        White/Caucasian
1929 557223_010    841   30332.902  Yes   No   Yes        White/Caucasian
1930 557034_010    823    3000.000   No   No    No                  Other
1931 550794_020    662  122036.000  Yes   No   Yes        White/Caucasian
1932 556433_010    670       0.000   No   No    No                   <NA>
1933 552872_020    774  485600.000   No   No   Yes        White/Caucasian
1934 556654_010    613   40000.000   No   No   Yes        White/Caucasian
1935 551514_010    656   13608.000   No   No   Yes                   <NA>
1936 551761_010    823   31080.000   No   No   Yes Black/African American
1937 553948_020    803  117228.000  Yes   No   Yes Black/African American
1938 552690_010    726   15252.000  Yes   No    No Black/African American
1939 554939_010    708   38220.000   No   No   Yes Black/African American
1940 555311_020    566  510720.000   No   No    No                   <NA>
1941 557425_010    656   40632.000   No   No   Yes                  Other
1942 553393_010    630    6800.000   No   No    No        White/Caucasian
1943 558315_020    687  190420.000   No   No    No Black/African American
1944 551305_010    649  198000.000   No   No   Yes        White/Caucasian
1945 559905_010    611    3959.941   No   No    No                   <NA>
1946 558826_010    883   18231.333  Yes   No    No Black/African American
1947 550790_020    567  430400.000   No   No   Yes                   <NA>
1948 552025_010    619  117000.000   No   No   Yes                  Other
1949 554195_010    722   50607.954   No   No    No        White/Caucasian
1950 554628_010    647   13806.325   No   No    No                   <NA>
1951 559806_010    773   55000.000   No   No    No        White/Caucasian
1952 551564_010    655   29700.000   No   No   Yes        White/Caucasian
1953 554069_020    722   13097.695   No   No    No Black/African American
1954 551767_010    643   37836.000  Yes   No    No                  Other
1955 556484_010    685   60000.000  Yes   No   Yes        White/Caucasian
1956 556367_010    666   17952.000   No   No    No Black/African American
1957 556141_020    891   75700.000  Yes   No    No                  Other
1958 553715_010    740    2000.000  Yes   No    No Black/African American
1959 551261_010    651   28000.000   No   No    No Black/African American
1960 555872_010    677   70000.000   No   No   Yes        White/Caucasian
1961 555473_010    768    3600.000   No   No   Yes Black/African American
1962 552548_010    780   83600.000   No   No   Yes        White/Caucasian
1963 551057_010    925   14796.000   No  Yes    No        White/Caucasian
1964 554427_020    595  199200.000   No   No   Yes        White/Caucasian
1965 557386_010   1066   12492.000   No   No   Yes Black/African American
1966 559512_010   1200   18108.000   No  Yes   Yes Black/African American
1967 555311_010    617  486747.804   No   No    No                   <NA>
1968 550822_010    658   71240.000  Yes  Yes   Yes Black/African American
1969 554831_010    845   72000.000   No   No   Yes Black/African American
1970 558926_010    676  120864.000   No   No    No        White/Caucasian
1971 559512_010   1093   18300.000   No  Yes   Yes Black/African American
1972 550278_010    816   21760.000  Yes   No    No Black/African American
1973 556545_010    631    4000.000   No   No   Yes                  Other
1974 553206_010    656    3240.000  Yes   No   Yes Black/African American
1975 559704_010    730   24960.000   No   No    No Black/African American
1976 557721_020    643   60276.000   No   No    No        White/Caucasian
1977 553393_010    630    7000.000   No   No    No        White/Caucasian
1978 551514_010    656   13416.000   No   No   Yes                   <NA>
1979 553826_020    701  175000.000   No   No   Yes        White/Caucasian
1980 550295_010    627   25308.000  Yes   No   Yes        White/Caucasian
1981 551026_010    939   15600.000   No   No   Yes Black/African American
1982 556114_010    633  238400.000   No   No    No        White/Caucasian
1983 553755_010    926   94400.000  Yes   No   Yes Black/African American
1984 557876_010    865   12660.000   No   No   Yes        White/Caucasian
1985 552468_010    768  124589.000  Yes   No    No        White/Caucasian
1986 557721_010    642   60340.000   No   No    No        White/Caucasian
1987 558131_010    670  168400.000   No   No   Yes        White/Caucasian
1988 559157_010    852   10197.776   No   No   Yes Black/African American
1989 557093_010    747   80280.000  Yes   No   Yes                  Other
1990 558266_010    680   44600.000   No   No   Yes        White/Caucasian
1991 554917_010    794    2760.000   No   No    No Black/African American
1992 558131_020    676  168000.000  Yes   No   Yes        White/Caucasian
1993 555245_010    635    1980.000   No   No    No Black/African American
1994 554345_020    605  178080.000   No   No   Yes                   <NA>
1995 558626_020    564   80724.000   No   No   Yes                   <NA>
1996 557773_010    679   52000.000   No   No    No        White/Caucasian
1997 557038_010    820  110300.000   No   No   Yes Black/African American
1998 551087_010    704    3600.000   No   No    No        White/Caucasian
1999 555050_010    636   38000.000  Yes   No    No                  Other
2000 550845_010    646   53428.000   No   No    No        White/Caucasian
2001 550418_010    638    2700.000   No   No   Yes                   <NA>
2002 553327_010    622   12728.443  Yes   No   Yes Black/African American
2003 555053_010    972   25249.061   No   No   Yes        White/Caucasian
2004 552053_010    685  155000.000   No   No   Yes        White/Caucasian
2005 552812_020    655  154000.000   No   No   Yes Black/African American
2006 557030_010    990       0.000   No  Yes    No Black/African American
2007 557673_010    773   47400.000   No   No   Yes Black/African American
2008 551225_010    662   33484.000  Yes   No    No                  Other
2009 550143_010    912   45421.000   No   No   Yes Black/African American
2010 554354_010    729  186600.000   No   No    No        White/Caucasian
2011 557073_020    784    2149.000   No   No   Yes                  Other
2012 551744_020    680  194000.000   No   No    No        White/Caucasian
2013 557223_010    887   30500.000  Yes   No   Yes        White/Caucasian
2014 558809_010    664   92760.000   No   No   Yes        White/Caucasian
2015 554578_020    651  175012.000   No   No    No                  Other
2016 554578_010    666  175012.000   No   No    No                  Other
2017 551783_010    791  165000.000  Yes   No   Yes Black/African American
2018 556411_010    615  281000.000   No   No   Yes                   <NA>
2019 550317_010    620   70177.547   No   No   Yes                  Other
2020 559586_010    664  129667.915   No   No   Yes                  Other
2021 556668_020    891   24000.000  Yes   No   Yes        White/Caucasian
2022 552776_010    638   12782.635   No   No   Yes Black/African American
2023 559579_020    612  192120.000   No   No   Yes                  Other
2024 550105_010    860   44302.496  Yes   No   Yes                  Other
2025 552223_010    658  779800.000  Yes   No   Yes        White/Caucasian
2026 558974_010    669   94204.000   No   No   Yes        White/Caucasian
2027 555805_010    674  248463.477   No   No   Yes                   <NA>
2028 554312_020    677   51384.000  Yes   No    No                   <NA>
2029 555780_010    821   88800.000   No   No   Yes                  Other
2030 555053_020    925   25200.000  Yes   No    No        White/Caucasian
2031 550356_010    656   24112.000  Yes  Yes    No        White/Caucasian
2032 550164_020    782  484000.000   No   No   Yes        White/Caucasian
2033 559660_010    746    8662.000   No  Yes    No Black/African American
2034 559477_020    382   31000.000   No   No    No Black/African American
2035 553121_010    677    6960.000   No   No   Yes        White/Caucasian
2036 553815_020    382  171520.000   No   No   Yes                   <NA>
2037 557924_010    649  117000.000  Yes  Yes   Yes                  Other
2038 554146_010    752   44485.048   No   No   Yes                  Other
2039 554121_010    704    2000.000   No   No    No Black/African American
2040 556475_010    860   66040.000   No   No   Yes Black/African American
2041 550918_010    729   22256.400   No   No    No Black/African American
2042 559758_010    810   34674.064  Yes   No    No Black/African American
2043 550240_020    844   47960.000  Yes   No    No        White/Caucasian
2044 556698_010    671  160040.000   No   No    No Black/African American
2045 553262_010    632   18000.000   No   No    No        White/Caucasian
2046 557680_010    812   46000.000   No   No   Yes Black/African American
2047 559425_020    635   87680.000   No   No   Yes        White/Caucasian
2048 557063_020    627  129600.000  Yes   No   Yes        White/Caucasian
2049 551207_010    639    4848.000  Yes   No   Yes        White/Caucasian
2050 558859_010    650   75280.000   No   No   Yes        White/Caucasian
2051 550228_010    773   15624.000   No   No   Yes        White/Caucasian
2052 554069_010    804   13070.612   No   No   Yes Black/African American
2053 557842_010    635   30000.000  Yes   No    No        White/Caucasian
2054 559283_010    636   52600.000   No   No   Yes                   <NA>
2055 554255_010    675   15480.000   No   No    No                  Other
2056 555891_020    667   18000.000  Yes   No   Yes        White/Caucasian
2057 559806_020    601   55212.000   No   No    No                  Other
2058 555171_010    949   12372.000   No   No   Yes Black/African American
2059 556533_020    503   79000.000   No   No    No Black/African American
2060 558185_010    660   20100.000  Yes   No   Yes        White/Caucasian
2061 557152_010    648   83204.000   No   No    No        White/Caucasian
2062 557966_010    653  130000.000   No   No   Yes                   <NA>
2063 552638_020    531  136656.000   No   No   Yes                   <NA>
2064 551316_010    669    8000.000  Yes   No    No                   <NA>
2065 556857_010    617   10344.000   No   No    No                  Other
2066 559912_020    683  133000.000   No   No   Yes        White/Caucasian
2067 554363_010    672   67500.000   No   No    No Black/African American
2068 558693_020    647   72000.000  Yes   No   Yes                  Other
2069 552648_010    771   15948.000   No   No   Yes Black/African American
2070 559752_010    837   45600.000   No   No   Yes Black/African American
2071 552906_010    619   49100.000  Yes   No   Yes                  Other
2072 559186_020    567  130000.000   No   No   Yes        White/Caucasian
2073 553623_010    711   85449.191   No   No    No Black/African American
2074 555853_010    868   10476.000   No   No    No                  Other
2075 551957_020    621  114656.000   No   No   Yes        White/Caucasian
2076 554517_010    684       0.000   No   No   Yes                  Other
2077 554832_010    738   13208.000  Yes   No   Yes        White/Caucasian
2078 555053_010   1012   25260.000   No   No   Yes        White/Caucasian
2079 553180_010   1053   26400.000   No   No    No                  Other
2080 557510_020    566   88612.000   No   No    No Black/African American
2081 554075_010    779       0.000   No   No    No        White/Caucasian
2082 559814_010    667  223000.000   No   No   Yes        White/Caucasian
2083 557544_020    602   87010.000   No   No   Yes                   <NA>
2084 556976_020    573  178528.000   No   No   Yes        White/Caucasian
2085 553738_010    924   22636.000   No   No    No Black/African American
2086 551459_010    745   80800.000  Yes   No   Yes Black/African American
2087 559653_010    823   31963.035   No   No   Yes Black/African American
2088 559921_010    644   12420.000   No   No    No        White/Caucasian
2089 551833_010    637   83600.000   No   No   Yes                   <NA>
2090 557667_010    661    6457.206  Yes   No   Yes        White/Caucasian
2091 551080_020    837   50000.000   No   No   Yes Black/African American
2092 556224_010    812   90000.000   No   No   Yes Black/African American
2093 556271_010    749   13200.000  Yes   No    No                  Other
2094 554789_010    788  148320.000  Yes   No   Yes Black/African American
2095 550964_020    674  637040.695   No   No   Yes        White/Caucasian
2096 554724_020    816   50761.000   No   No   Yes Black/African American
2097 556994_010    677  175000.000  Yes   No    No        White/Caucasian
2098 554445_010    891   18300.000  Yes   No   Yes Black/African American
2099 555653_010    624  120001.000   No   No   Yes                   <NA>
2100 555037_020    418   72000.000   No   No   Yes                   <NA>
2101 558015_010    775  380300.000   No  Yes   Yes        White/Caucasian
2102 557470_020    674  233000.000   No   No   Yes        White/Caucasian
2103 559369_010    833   14400.000   No  Yes   Yes Black/African American
2104 556144_020    763  148320.000   No   No   Yes        White/Caucasian
2105 554345_010    605  178528.000   No   No   Yes                   <NA>
2106 553921_010   1093   10000.000   No   No    No Black/African American
2107 556766_010    605   60000.000   No   No   Yes                   <NA>
2108 550385_010    774   28266.534   No   No    No                  Other
2109 552779_010   1100    6648.000   No   No   Yes        White/Caucasian
2110 554392_010    784   49400.000  Yes   No   Yes Black/African American
2111 557885_020    650  102784.980  Yes   No   Yes                  Other
2112 557349_020    597  110000.000   No   No   Yes                  Other
2113 559470_010    791   17412.000   No   No   Yes        White/Caucasian
2114 557048_020    586  131016.000   No   No    No Black/African American
2115 551214_010    797       0.000  Yes   No   Yes                  Other
2116 552578_020    657  127522.562   No   No   Yes                   <NA>
2117 553167_020    618   87000.000  Yes   No   Yes                   <NA>
2118 558617_010    691   68000.000  Yes   No   Yes        White/Caucasian
2119 554314_010    669   70012.000   No   No   Yes                   <NA>
2120 555706_020    653  130252.000   No   No   Yes Black/African American
2121 550295_010    627   25304.000  Yes   No   Yes        White/Caucasian
2122 550967_020    767   85000.000  Yes   No    No Black/African American
2123 550962_010    642   47000.000   No   No   Yes Black/African American
2124 559144_010   1008  208000.000  Yes   No    No Black/African American
2125 555113_020    597   85012.000   No   No   Yes                   <NA>
2126 558974_010    669   94000.000   No   No   Yes        White/Caucasian
2127 559223_020    591   70000.000   No   No   Yes        White/Caucasian
2128 552811_020    722  320000.000   No   No   Yes Black/African American
2129 551744_010    660  194080.000   No   No   Yes        White/Caucasian
2130 556402_010    629   15948.000   No   No    No        White/Caucasian
2131 550291_010    655   18800.000   No   No   Yes        White/Caucasian
2132 550043_010    903   27600.000   No   No    No Black/African American
2133 554228_020    837   17388.000  Yes   No   Yes        White/Caucasian
2134 553325_010    840   14508.000   No   No    No Black/African American
2135 551686_010    657   72000.000   No   No    No Black/African American
2136 559649_010    722   53400.000   No   No   Yes Black/African American
2137 552301_010    925   12012.000   No   No   Yes        White/Caucasian
2138 558109_010    685  238400.000   No   No   Yes Black/African American
2139 554899_010    613   33344.000  Yes   No   Yes        White/Caucasian
2140 550015_020    595   90000.000   No   No   Yes                  Other
2141 550985_020    653  130252.000   No   No   Yes                  Other
2142 558936_010    760   13236.192   No   No   Yes Black/African American
2143 553798_020    508  117000.000   No   No   Yes                   <NA>
2144 551132_020    683  109000.000   No   No   Yes        White/Caucasian
2145 554369_010    780    6552.000  Yes  Yes   Yes Black/African American
2146 559343_010    670    2149.000   No   No   Yes                  Other
2147 553793_010    666   50000.000   No   No   Yes Black/African American
2148 553757_020    610  267060.000   No   No   Yes        White/Caucasian
2149 557433_010    783   20000.000  Yes   No    No Black/African American
2150 555260_010    933   23748.000   No   No    No Black/African American
2151 554494_020    614  139200.000   No   No    No        White/Caucasian
2152 558739_010    630  237050.000   No   No   Yes                  Other
2153 554875_020    611     600.000   No   No   Yes Black/African American
2154 559270_010    626       0.000   No   No   Yes                   <NA>
2155 556249_020    611  707600.000   No   No   Yes                  Other
2156 553994_020    618   11000.000  Yes  Yes    No        White/Caucasian
2157 556851_010    670   12251.412   No   No   Yes Black/African American
2158 550185_020    609  100000.000   No   No   Yes        White/Caucasian
2159 555338_010    893       0.000  Yes   No   Yes Black/African American
2160 551286_020    811   65982.336   No   No   Yes                  Other
2161 555351_010    646   69278.635   No   No   Yes Black/African American
2162 559011_010    658   37079.926   No   No   Yes        White/Caucasian
2163 551085_010    669   29040.000   No   No    No                  Other
2164 552629_010    941   30600.000  Yes   No   Yes Black/African American
2165 554463_010    675   49240.000   No   No   Yes        White/Caucasian
2166 552302_010    633       0.000  Yes   No    No                   <NA>
2167 553424_010    643   51600.000  Yes   No   Yes                   <NA>
2168 551026_010    939   15345.000   No   No   Yes Black/African American
2169 556943_020    651   14160.000   No   No   Yes                  Other
2170 558646_010    772   20088.000   No   No   Yes Black/African American
2171 556827_010    836   16800.000   No   No    No                  Other
2172 550964_010    641  594000.000   No   No   Yes        White/Caucasian
2173 552053_010    686  155180.000   No   No   Yes        White/Caucasian
2174 559839_020    537  380300.000   No   No    No Black/African American
2175 550015_010    678   90000.000   No   No   Yes                  Other
2176 555331_020    556  145000.000   No   No   Yes        White/Caucasian
2177 553935_010    836   19200.000   No   No    No Black/African American
2178 553995_010    748   40012.000   No   No   Yes Black/African American
2179 557795_010    995   16000.000   No   No    No Black/African American
2180 556779_020    613  121200.000   No   No   Yes        White/Caucasian
2181 550522_010    674    1000.000   No   No    No                  Other
2182 555441_010    649   52700.000   No   No   Yes        White/Caucasian
2183 551737_020    622  194000.000   No   No   Yes        White/Caucasian
2184 558652_020    611  103000.000   No   No    No Black/African American
2185 555653_020    622  120000.000   No   No   Yes                   <NA>
2186 554163_010    678  332600.000   No   No   Yes        White/Caucasian
2187 551031_010    645   31963.035   No   No   Yes                   <NA>
2188 559300_010    680  353005.511   No   No   Yes        White/Caucasian
2189 559734_010    663  109120.000   No   No    No                   <NA>
2190 557908_010    680   23808.000   No   No    No                  Other
2191 557529_020    539  120000.000   No   No   Yes                   <NA>
2192 557784_010    657   23748.000  Yes   No   Yes Black/African American
2193 556920_010    621  134188.000   No   No   Yes        White/Caucasian
2194 556936_010    745  100480.000  Yes   No    No Black/African American
2195 557559_020    809  135000.000   No   No   Yes Black/African American
2196 559440_010    662  121200.000   No   No   Yes        White/Caucasian
2197 559990_010    652   49800.000   No   No   Yes                   <NA>
2198 551228_010    684   22776.000  Yes   No   Yes                  Other
2199 552383_010    849       0.000  Yes   No   Yes                  Other
2200 559132_010    714  228533.430   No   No   Yes                  Other
2201 554655_010    642   15000.000  Yes   No   Yes        White/Caucasian
2202 557898_010    663   42200.000  Yes   No    No                   <NA>
2203 551686_020    638   72201.000   No   No   Yes Black/African American
2204 556586_010    829   93480.000   No   No   Yes        White/Caucasian
2205 557571_010    818   22800.000  Yes  Yes    No Black/African American
2206 552499_020    746    9000.000   No   No    No                  Other
2207 559593_010    614  147000.000   No   No   Yes        White/Caucasian
2208 552019_010    623  250080.000   No   No   Yes                   <NA>
2209 556431_010    620  118000.000   No   No   Yes                   <NA>
2210 559653_010    773   31800.000   No   No   Yes Black/African American
2211 559199_020    559   34610.000   No   No   Yes                  Other
2212 558938_010    645   45240.000  Yes   No    No Black/African American
2213 552238_010    673    2500.000   No   No   Yes                   <NA>
2214 551108_020    622  119008.000   No   No    No        White/Caucasian
2215 555071_010    612  124589.000   No  Yes   Yes Black/African American
2216 557647_010    644   18300.000  Yes   No    No        White/Caucasian
2217 555925_010    850   45500.000   No   No   Yes Black/African American
2218 555511_010    606   40000.000   No   No   Yes                   <NA>
2219 553826_010    725  175000.000   No   No   Yes        White/Caucasian
2220 551735_010    622  276400.000   No   No   Yes        White/Caucasian
2221 559234_020    683  137000.000   No   No   Yes                   <NA>
2222 558703_010    641   17964.000  Yes   No   Yes                   <NA>
2223 553522_010    672  140200.000   No   No   Yes        White/Caucasian
2224 556976_010    628  178528.000   No   No   Yes        White/Caucasian
2225 550551_010    649   73510.000   No   No    No                   <NA>
2226 559272_010    623   19650.320   No   No    No Black/African American
2227 552332_020    769  122000.000  Yes   No   Yes        White/Caucasian
2228 555331_020    554  145400.000   No   No   Yes        White/Caucasian
2229 557617_010    780   73848.000  Yes   No   Yes Black/African American
2230 559963_010    657  124517.822  Yes   No   Yes Black/African American
2231 556390_010    632   12000.000   No   No   Yes        White/Caucasian
2232 555944_010    687  190420.000   No   No   Yes Black/African American
2233 553139_020    624   50000.000   No   No   Yes        White/Caucasian
2234 556456_010    631   44600.000   No   No   Yes        White/Caucasian
2235 556431_020    626  118000.000  Yes   No    No                   <NA>
2236 552177_010    652   82150.000   No   No   Yes        White/Caucasian
2237 552646_010    626  129667.915   No   No    No        White/Caucasian
2238 553552_010    914    6480.000   No   No    No                  Other
2239 550181_010    666   55000.000   No   No    No        White/Caucasian
2240 553413_010    768   87010.000   No   No    No                  Other
2241 558511_020    610   47484.000  Yes   No    No                   <NA>
2242 551080_010    837   50000.000   No   No   Yes Black/African American
2243 550100_010    644     804.000   No  Yes    No        White/Caucasian
2244 556717_020    636  366280.000   No   No   Yes                   <NA>
2245 552448_010    902   10707.000  Yes   No   Yes                  Other
2246 557063_020    627  130000.000  Yes   No   Yes        White/Caucasian
2247 555716_020    673   10000.000   No   No    No                  Other
2248 555037_010    615   72201.000   No   No   Yes                   <NA>
2249 558547_020    599    5040.000   No   No    No        White/Caucasian
2250 556413_020    670  157200.000   No   No   Yes                  Other
2251 550569_010    661  317000.000  Yes   No   Yes        White/Caucasian
2252 559346_010    900   84012.000   No   No   Yes Black/African American
2253 555022_010    626   31850.000  Yes   No   Yes                  Other
2254 556646_020    721  254000.000   No   No   Yes Black/African American
2255 554591_020    586  127000.000   No   No   Yes Black/African American
2256 550822_020    660   71240.000  Yes  Yes   Yes Black/African American
2257 558671_020    945   31235.000  Yes   No    No        White/Caucasian
2258 552748_010    760   30332.902   No   No    No Black/African American
2259 553641_010    627   50212.000   No  Yes    No                  Other
2260 554463_010    676   49100.000   No   No   Yes        White/Caucasian
2261 551628_010    708       0.000  Yes   No   Yes Black/African American
2262 557375_010    623     300.000  Yes  Yes   Yes        White/Caucasian
2263 555338_020    988       0.000   No   No   Yes                  Other
2264 557940_010    672   19380.000   No   No   Yes Black/African American
2265 555037_020    414   72180.000   No   No   Yes                   <NA>
2266 555297_020    657  540000.000   No   No   Yes                  Other
2267 557353_010    811   10236.000  Yes   No   Yes Black/African American
2268 553998_010    643       0.000  Yes   No   Yes        White/Caucasian
2269 559001_010    834    6812.000   No   No   Yes                  Other
2270 552306_020    607  189003.000   No   No   Yes                   <NA>
2271 554420_010   1040   14241.000  Yes   No   Yes Black/African American
2272 555706_020    657  130000.000   No   No   Yes Black/African American
2273 552964_010    649  107000.000   No   No    No        White/Caucasian
2274 556484_010    685   60050.000  Yes   No   Yes        White/Caucasian
2275 556038_010    768   71080.000   No   No   Yes Black/African American
2276 553241_010    628  106000.000   No   No   Yes Black/African American
2277 559029_020    603  152000.000   No   No   Yes        White/Caucasian
2278 550233_020    778   25300.000  Yes   No   Yes        White/Caucasian
2279 550375_010    762   19040.000   No   No   Yes Black/African American
2280 550583_010    648   95000.000   No  Yes   Yes        White/Caucasian
2281 552835_010    674  172000.000   No   No    No        White/Caucasian
2282 557855_010    714   32580.000  Yes   No   Yes Black/African American
2283 550147_010    716   30000.000   No   No    No Black/African American
2284 551597_020    634   26000.000   No   No    No                   <NA>
2285 550581_020    749   22534.000  Yes   No   Yes        White/Caucasian
2286 554445_010    879   18226.344  Yes   No   Yes Black/African American
2287 559472_010   1066   48366.581   No   No   Yes                  Other
2288 555663_010    682   89670.804   No   No   Yes                  Other
2289 555216_010    855   44485.048   No   No   Yes                  Other
2290 552454_010    716   96000.000   No   No   Yes                  Other
2291 552633_010    735   20000.000  Yes   No   Yes        White/Caucasian
2292 553564_020    545   35000.000  Yes   No    No        White/Caucasian
2293 557510_010    698   88800.000  Yes   No   Yes Black/African American
2294 558330_020    816   92856.000  Yes   No   Yes Black/African American
2295 553755_010   1108   94641.197  Yes   No   Yes Black/African American
2296 557456_020    788   25304.000  Yes   No    No                  Other
2297 557699_010    619   10920.000   No   No    No Black/African American
2298 552578_010    657  128435.835   No   No   Yes                   <NA>
2299 559023_010    637   28264.000  Yes   No    No                   <NA>
2300 558198_010    722   25304.000  Yes   No    No                   <NA>
2301 556205_010    629   49400.000   No   No    No                   <NA>
2302 559355_010    649   78256.000   No   No    No                   <NA>
2303 551310_010    803   80000.000   No   No   Yes Black/African American
2304 556205_010    631   49501.000   No   No    No                   <NA>
2305 556073_010    780   11052.000  Yes   No    No Black/African American
2306 551116_010    616   68664.000   No   No   Yes                   <NA>
2307 556141_020    860   75500.000  Yes   No    No                  Other
2308 551223_010    636   16824.000   No   No   Yes                   <NA>
2309 553775_020    551  101156.000  Yes   No   Yes                  Other
2310 551762_010    629   80000.000  Yes   No   Yes        White/Caucasian
2311 552342_010    663   28036.000   No   No   Yes Black/African American
2312 558174_020    947  141276.000   No   No   Yes Black/African American
2313 559660_010    753    8640.000   No  Yes    No Black/African American
2314 558281_010   1082   21716.000  Yes   No    No                  Other
2315 554748_010    685   94796.000   No   No   Yes        White/Caucasian
2316 551140_010    804   10200.000   No   No   Yes        White/Caucasian
2317 553474_020    804       0.000   No   No   Yes Black/African American
2318 554280_010    633   80000.000   No   No    No                   <NA>
2319 556484_010    685   60000.000  Yes   No   Yes        White/Caucasian
2320 555476_010    639  327000.000   No   No   Yes        White/Caucasian
2321 557484_020    653  227901.215   No   No    No                   <NA>
2322 559660_010    753    8400.000   No  Yes    No Black/African American
2323 558128_010    619  237000.000   No   No   Yes                   <NA>
2324 559346_020    912   83600.000  Yes   No   Yes Black/African American
2325 551761_020    759   31235.000  Yes   No   Yes Black/African American
2326 557102_010    645  243000.000   No   No   Yes                  Other
2327 550535_010    661   25000.000   No   No   Yes        White/Caucasian
2328 559909_010    648    2311.393   No   No   Yes Black/African American
2329 555607_010    765    1000.000   No   No   Yes        White/Caucasian
2330 555636_010    608  218032.013   No   No   Yes                   <NA>
2331 554630_010    820   40498.000  Yes   No   Yes Black/African American
2332 559269_020    613  101338.000   No   No   Yes        White/Caucasian
2333 551517_010    665    6960.000   No   No    No        White/Caucasian
2334 556089_020    709   25962.000   No   No    No        White/Caucasian
2335 558216_010    637   93480.000   No   No   Yes Black/African American
2336 552482_020    839   51000.000   No  Yes   Yes        White/Caucasian
2337 553768_010    955   12408.000  Yes   No   Yes Black/African American
2338 551337_020    896   31235.000  Yes  Yes   Yes Black/African American
2339 556350_010    643   16320.000   No   No   Yes Black/African American
2340 555959_010    623   76000.000   No   No   Yes Black/African American
2341 559083_010    815   57500.000   No   No   Yes Black/African American
2342 558446_010    650   20008.604   No   No   Yes Black/African American
2343 558175_020    614  526192.000   No   No   Yes                   <NA>
2344 552578_020    655  127840.000   No   No   Yes                   <NA>
2345 557619_010    666  188000.000   No   No   Yes                   <NA>
2346 557802_010    806   40498.000   No   No   Yes Black/African American
2347 553030_010    626   46000.000  Yes   No   Yes        White/Caucasian
2348 555395_020    682  404000.000   No   No    No        White/Caucasian
2349 554864_010    633  145400.000   No   No   Yes                   <NA>
2350 559492_020    634   73537.000  Yes   No   Yes                   <NA>
2351 555053_020    891   25272.000  Yes   No    No        White/Caucasian
2352 555258_010    653   40000.000  Yes  Yes   Yes Black/African American
2353 557617_020    776   73848.000   No   No   Yes Black/African American
2354 554603_010    634    1512.000   No   No    No Black/African American
2355 557791_010    622  100000.000  Yes   No   Yes        White/Caucasian
2356 552332_010    721  122600.000  Yes   No   Yes        White/Caucasian
2357 550653_010    976    4848.000   No   No    No        White/Caucasian
2358 555050_010    636   37896.000  Yes   No    No                  Other
2359 556276_020    625   93003.000   No   No   Yes                   <NA>
2360 550626_010    802   85000.000  Yes   No    No Black/African American
2361 556384_010    792   10703.000  Yes   No   Yes        White/Caucasian
2362 557351_010    838  106500.000   No   No    No Black/African American
2363 559877_020    559    5500.000   No   No   Yes        White/Caucasian
2364 555721_010    665   98000.000   No   No   Yes                   <NA>
2365 550637_020    627  430400.000   No   No   Yes                   <NA>
2366 554369_010    780    6840.000  Yes  Yes   Yes Black/African American
2367 559842_010    629  250000.000  Yes   No   Yes        White/Caucasian
2368 554933_010    670   11870.463   No   No   Yes        White/Caucasian
2369 555578_010    802   14200.000   No   No   Yes Black/African American
2370 550830_010    680  100000.000  Yes   No    No Black/African American
2371 557751_010    699   93200.000   No   No   Yes Black/African American
2372 559734_020    603  108400.000  Yes   No   Yes                   <NA>
2373 550041_020    615  711600.000  Yes   No   Yes                   <NA>
2374 551547_010    826   66040.000   No   No   Yes                  Other
2375 551046_010    939   16416.000  Yes   No   Yes Black/African American
2376 551646_010    679   51311.000   No   No   Yes                   <NA>
2377 554961_010    652   64800.000   No   No    No                   <NA>
2378 555192_010   1060   19716.000   No   No   Yes        White/Caucasian
2379 550041_010    614  699684.000  Yes   No   Yes                   <NA>
2380 559722_010    636  318283.858   No   No   Yes                   <NA>
2381 554845_020    812   95824.000   No   No   Yes Black/African American
2382 559425_020    643   87706.076   No   No   Yes        White/Caucasian
2383 558765_010    749   16869.661  Yes   No    No Black/African American
2384 554752_010    675  281000.000   No   No    No        White/Caucasian
2385 553262_010    632   17964.000   No   No    No        White/Caucasian
2386 557788_010    935       0.000   No   No    No                  Other
2387 556758_010    645   40000.000   No   No   Yes        White/Caucasian
2388 557180_020    589  276570.000   No   No   Yes        White/Caucasian
2389 555439_010    620  160644.000   No   No   Yes                   <NA>
2390 557417_010    805       0.000   No   No   Yes                  Other
2391 553757_020    611  268500.000   No   No   Yes        White/Caucasian
2392 557518_010    698  124800.000   No   No   Yes        White/Caucasian
2393 558062_010    714   52550.000  Yes   No   Yes Black/African American
2394 554864_020    634  144600.000   No   No   Yes                   <NA>
2395 554717_010    663    2424.000   No   No   Yes        White/Caucasian
2396 558398_010    647    1000.000   No  Yes   Yes                   <NA>
2397 558055_010    940   25832.000   No   No    No Black/African American
2398 554789_020    823  149080.000  Yes   No   Yes Black/African American
2399 556921_010    876   28600.000   No   No    No Black/African American
2400 551744_010    665  194080.000   No   No   Yes        White/Caucasian
2401 550685_010    661   34000.000  Yes   No   Yes        White/Caucasian
2402 555232_010    886   13416.000  Yes   No   Yes        White/Caucasian
2403 551645_010    912   22256.400  Yes   No   Yes        White/Caucasian
2404 557538_020    668    4772.000   No   No   Yes        White/Caucasian
2405 553778_010    783  126000.000   No   No   Yes Black/African American
2406 557223_020    773   30300.000   No   No   Yes        White/Caucasian
2407 552490_010    887    5000.000   No   No    No Black/African American
2408 551064_010    679   56800.000   No   No   Yes                   <NA>
2409 550862_020    764   27300.000   No   No   Yes Black/African American
2410 557725_010    685  101400.000   No   No   Yes        White/Caucasian
2411 557131_010    769  112500.000   No   No   Yes Black/African American
2412 559300_010    680  347933.333   No   No   Yes        White/Caucasian
2413 559968_010    650  114820.000   No   No   Yes                   <NA>
2414 550270_010    633   30174.637   No   No   Yes        White/Caucasian
2415 559565_010    897   43760.000   No  Yes    No Black/African American
2416 550851_020    569      60.000   No   No   Yes        White/Caucasian
2417 551372_010    677   16988.000   No   No   Yes        White/Caucasian
2418 554951_010    650   34610.000   No   No   Yes                  Other
2419 550404_010    684   50551.154   No   No    No Black/African American
2420 558313_010    770  236000.000   No   No   Yes Black/African American
2421 553994_010    617   10920.000  Yes  Yes    No        White/Caucasian
2422 554789_020    831  149080.000  Yes   No   Yes Black/African American
2423 557557_010    646   35944.967   No   No   Yes        White/Caucasian
2424 551973_010    682   43200.000  Yes   No   Yes        White/Caucasian
2425 550524_010    892   51682.000   No   No   Yes Black/African American
2426 554488_020    665  210364.000   No   No   Yes Black/African American
2427 553970_020    543   75000.000   No   No   Yes                  Other
2428 559857_010    666  250800.000   No   No   Yes        White/Caucasian
2429 557723_010    736     336.000   No   No   Yes Black/African American
2430 553505_020    570  243000.000   No   No   Yes        White/Caucasian
2431 559470_020    798   17380.000  Yes   No   Yes        White/Caucasian
2432 552677_010    699  560500.000   No   No   Yes        White/Caucasian
2433 551878_020    651   44328.000   No   No   Yes                  Other
2434 558321_010    633   26484.000   No   No   Yes        White/Caucasian
2435 551346_010    713       0.000   No   No   Yes                  Other
2436 554789_010    758  148320.000   No   No   Yes Black/African American
2437 555171_010    948   12420.000   No   No   Yes Black/African American
2438 552529_020    660  134600.000   No   No   Yes        White/Caucasian
2439 555138_010    654  265075.000   No   No   Yes        White/Caucasian
2440 556225_020    506   62000.000   No   No   Yes                   <NA>
2441 551808_010    896   19332.000   No   No   Yes Black/African American
2442 550458_020    674  343280.000   No   No   Yes                   <NA>
2443 557125_010    697   40000.000  Yes   No   Yes Black/African American
2444 551228_010    684   23004.000  Yes   No   Yes                  Other
2445 551030_010    654   13128.000  Yes   No   Yes        White/Caucasian
2446 550490_010    607   41688.000   No   No   Yes                   <NA>
2447 554764_010    701  100480.000  Yes   No   Yes Black/African American
2448 558517_010    632  116500.000   No   No   Yes        White/Caucasian
2449 552499_010    888    8880.000   No   No   Yes                  Other
2450 550310_010    814   34000.000  Yes   No   Yes Black/African American
2451 559622_010   1148   17736.000   No   No    No Black/African American
2452 556223_020    782  135840.000  Yes   No   Yes Black/African American
2453 559133_010    989   22752.000   No   No    No Black/African American
2454 553721_010    662   37705.568  Yes   No    No        White/Caucasian
2455 557151_010    964   43760.000   No   No    No Black/African American
2456 559343_010    670    2000.000   No   No   Yes                  Other
2457 556077_020    766  140200.000   No   No    No                  Other
2458 558158_010    686   50000.000   No   No   Yes Black/African American
2459 550560_020    797  106500.000   No   No   Yes Black/African American
2460 555085_010    681       0.000   No   No    No                  Other
2461 554687_010    643  142600.000   No   No   Yes                   <NA>
2462 557226_010    935   17664.000   No   No    No Black/African American
2463 559287_020    796   96267.615   No   No   Yes        White/Caucasian
2464 553771_010    657   12348.000  Yes   No   Yes                  Other
2465 559887_010    649    3604.000   No   No   Yes                   <NA>
2466 557025_020    745   92000.000   No   No   Yes        White/Caucasian
2467 551461_020    633   76000.000   No   No    No        White/Caucasian
2468 559741_010    752    2500.000   No   No   Yes Black/African American
2469 554686_010    658  262500.000   No   No   Yes        White/Caucasian
2470 559646_010    647   23130.617   No   No    No        White/Caucasian
2471 557476_010    629  114000.000  Yes   No   Yes Black/African American
2472 552554_020    588  216000.000  Yes   No   Yes                  Other
2473 555262_020    657  253820.000   No   No   Yes        White/Caucasian
2474 559121_010    681    5860.000  Yes  Yes   Yes                  Other
2475 551845_010    837   40000.000  Yes   No   Yes Black/African American
2476 557721_010    642   60200.000   No   No    No        White/Caucasian
2477 555294_010    641   21936.000   No   No    No                   <NA>
2478 556111_010    667  560500.000   No   No   Yes        White/Caucasian
2479 556985_010    640  476000.000   No   No    No        White/Caucasian
2480 553670_010    627 1800012.000   No   No    No                   <NA>
2481 556008_020    565  211696.111  Yes   No   Yes        White/Caucasian
2482 553623_020    709   85449.191   No   No   Yes Black/African American
2483 553211_010    883   21200.000   No  Yes    No Black/African American
2484 557111_020    962   38220.000  Yes   No    No Black/African American
2485 552163_010    813   31850.000  Yes   No    No Black/African American
2486 558366_010    678  152000.000   No   No   Yes        White/Caucasian
2487 556720_020   1014   73640.000   No   No    No Black/African American
2488 552383_010    849       0.000  Yes   No   Yes                  Other
2489 557351_010    835  108040.000   No   No   Yes Black/African American
2490 554717_010    663    2500.000   No   No   Yes        White/Caucasian
2491 558355_010    833    7500.000   No   No    No Black/African American
2492 554773_010    750   60050.000   No   No    No Black/African American
2493 556758_010    646   40000.000   No   No   Yes        White/Caucasian
2494 556846_010    681  770537.149   No   No   Yes        White/Caucasian
2495 555479_010    662   75012.000   No   No   Yes                   <NA>
2496 556646_010    830  253820.000   No   No   Yes Black/African American
2497 552908_010    658   67600.000  Yes   No    No                  Other
2498 558748_010    635   33603.498  Yes   No   Yes                   <NA>
2499 559984_010    907   15480.000   No   No    No        White/Caucasian
2500 559190_010    674  144600.000   No   No    No        White/Caucasian
2501 557642_010    678   66876.000   No   No   Yes        White/Caucasian
2502 555113_010    680   84600.000  Yes   No   Yes                   <NA>
2503 554387_020    607  220099.546   No   No   Yes                   <NA>
2504 557034_010    825    2700.000   No   No    No        White/Caucasian
2505 556121_010    661    9779.466  Yes   No    No                   <NA>
2506 552693_010    660   29544.000  Yes   No    No                  Other
2507 558004_020    660  102000.000   No   No   Yes        White/Caucasian
2508 551140_010    812   10252.000   No   No   Yes        White/Caucasian
2509 555946_010    772       0.000   No   No    No Black/African American
2510 556845_010    656  120000.000   No   No   Yes                   <NA>
2511 558935_010    794    8319.000   No   No   Yes        White/Caucasian
2512 553948_010    781  117228.000  Yes  Yes    No Black/African American
2513 551664_010    896   66000.000  Yes   No   Yes Black/African American
2514 551781_010    670   16800.000   No   No   Yes                   <NA>
2515 552745_020    635   84124.000   No   No   Yes        White/Caucasian
2516 556344_010    610  262500.000   No   No   Yes                   <NA>
2517 550967_010    767   85000.000   No   No    No Black/African American
2518 552104_010    616   19200.000   No   No   Yes        White/Caucasian
2519 555648_010    658   40000.000   No   No   Yes                   <NA>
2520 555087_010    617    8940.000   No   No    No                  Other
2521 558568_020    862   52000.000  Yes   No    No Black/African American
2522 555710_010    626   27600.000   No   No   Yes                   <NA>
2523 554490_010    694 1800012.000   No   No   Yes Black/African American
2524 553167_020    606   87096.000  Yes   No   Yes                   <NA>
2525 553611_010    914   19332.000  Yes  Yes   Yes        White/Caucasian
2526 552919_010    689   31460.000   No   No   Yes Black/African American
2527 559069_020    694  189003.000   No   No    No        White/Caucasian
2528 554845_010    809   96004.000  Yes   No   Yes Black/African American
2529 559220_010    626  476000.000   No   No   Yes        White/Caucasian
2530 552179_010    626   35000.000   No   No   Yes                   <NA>
2531 555721_020    570   99200.000   No   No   Yes                   <NA>
2532 554171_020    691   15160.000   No   No   Yes                  Other
2533 553448_010    741   13236.192  Yes   No   Yes Black/African American
2534 551553_010    805   47131.499   No   No    No Black/African American
2535 558639_020    598  990200.000   No   No   Yes        White/Caucasian
2536 550310_010    814   34080.000  Yes   No   Yes Black/African American
2537 551651_010    640   10000.000   No   No   Yes        White/Caucasian
2538 556907_020    912  124000.000  Yes   No    No Black/African American
2539 555922_010    900   21390.000  Yes   No   Yes Black/African American
2540 554117_020    633   84600.000   No   No   Yes        White/Caucasian
2541 550985_020    654  130005.000   No   No    No                  Other
2542 554630_010    819   41188.000  Yes   No   Yes Black/African American
2543 550119_010    903   33800.000   No   No   Yes        White/Caucasian
2544 555929_010    670   42010.000   No   No    No        White/Caucasian
2545 559023_010    637   28800.000  Yes   No    No                   <NA>
2546 556291_010    697   80000.000   No   No    No Black/African American
2547 558344_010    649   75563.157  Yes   No   Yes                   <NA>
2548 557977_020    612   25032.000   No   No   Yes                  Other
2549 553768_010    948   12360.000  Yes   No   Yes Black/African American
2550 553206_010    656    3420.000  Yes   No   Yes Black/African American
2551 554344_010    861   58286.511   No   No   Yes Black/African American
2552 559839_020    542  380300.000   No   No    No Black/African American
2553 557014_010    824   46892.000  Yes   No    No Black/African American
2554 552110_010    639   19200.000  Yes   No    No                   <NA>
2555 556402_010    629   16000.000   No   No    No        White/Caucasian
2556 554690_010    653  120000.000   No   No   Yes        White/Caucasian
2557 552811_020    732  318283.858   No   No   Yes Black/African American
2558 551723_020    797   27000.000  Yes   No    No Black/African American
2559 550745_010    620  126500.000   No   No    No                   <NA>
2560 559270_020    580       0.000   No   No    No        White/Caucasian
2561 551553_020    844   46656.000   No   No    No Black/African American
2562 559617_020    666  194080.000   No   No   Yes        White/Caucasian
2563 554238_020    912   63000.000   No   No   Yes        White/Caucasian
2564 553832_010    872   14400.000  Yes  Yes    No Black/African American
2565 550315_010    625   57500.000   No   No   Yes        White/Caucasian
2566 550583_010    649   94400.000   No  Yes   Yes        White/Caucasian
2567 551140_010    804   10536.000   No   No   Yes        White/Caucasian
2568 550237_010    639   79890.312   No   No   Yes        White/Caucasian
2569 558602_020    760   53044.000  Yes   No   Yes        White/Caucasian
2570 554953_010    644   31500.000   No   No    No        White/Caucasian
2571 555262_010    627  252662.216   No   No   Yes        White/Caucasian
2572 553338_010    858   17796.000  Yes   No   Yes                  Other
2573 558087_010    653   13149.386  Yes   No   Yes Black/African American
2574 556997_010    800   29760.000   No   No   Yes Black/African American
2575 550747_010    645    8400.000   No   No   Yes                  Other
2576 557011_010   1003   46260.196   No   No   Yes Black/African American
2577 553043_010    883   17640.000   No   No    No Black/African American
2578 554345_020    605  178600.000   No   No   Yes                   <NA>
2579 552786_010    719   40000.000  Yes   No   Yes                  Other
2580 559129_010    700   23400.000   No   No   Yes                  Other
2581 550859_010    673   53533.000  Yes   No   Yes        White/Caucasian
2582 556536_010    646   14377.649  Yes   No    No        White/Caucasian
2583 557924_010    652  116500.000  Yes  Yes   Yes                  Other
2584 555978_010    746    1681.298   No   No   Yes Black/African American
2585 552808_010    623    9828.000   No   No    No                   <NA>
2586 557451_020    503   24216.000  Yes   No    No        White/Caucasian
2587 551602_010    854       0.000   No   No   Yes                  Other
2588 550790_020    567  430400.000   No   No   Yes                   <NA>
2589 553970_020    543   75000.000   No   No   Yes                  Other
2590 551064_010    675   57014.000   No   No   Yes                   <NA>
2591 551686_010    653   72000.000   No   No    No Black/African American
2592 559986_010    651   80000.000   No   No    No        White/Caucasian
2593 552414_020    603  161000.000   No   No    No        White/Caucasian
2594 553532_010    704    6800.000   No   No   Yes Black/African American
2595 559598_020    687  378052.138   No   No    No Black/African American
2596 559624_010    673   85449.191   No   No   Yes                   <NA>
2597 552656_010    658  158440.000   No   No    No        White/Caucasian
2598 557930_020    820   21390.000   No   No   Yes Black/African American
2599 553400_010    764   24200.000   No   No   Yes Black/African American
2600 556249_020    605  746620.000   No   No   Yes                  Other
2601 553582_010    596   82000.000   No   No    No Black/African American
2602 558446_010    650   20100.000   No   No   Yes Black/African American
2603 552861_010    935   26400.000  Yes   No    No Black/African American
2604 559315_010    636   31000.000  Yes   No    No                  Other
2605 558441_010    640  310440.000   No   No   Yes                   <NA>
2606 554840_010    663   31000.000  Yes   No   Yes                  Other
2607 553815_020    426  171520.000   No   No   Yes                   <NA>
2608 555736_010    614  178600.000   No   No   Yes        White/Caucasian
2609 556138_010    713    7800.000   No  Yes   Yes Black/African American
2610 553913_010    948  122012.000   No   No    No Black/African American
2611 558985_010    651   13600.000  Yes   No    No                  Other
2612 554413_010    781   15000.000   No   No   Yes Black/African American
2613 557544_010    676   87000.000   No   No   Yes                   <NA>
2614 550100_020    621     750.000   No  Yes    No        White/Caucasian
2615 555198_010    543  174436.000   No   No   Yes                   <NA>
2616 555441_010    649   52774.571   No   No   Yes        White/Caucasian
2617 552231_020    650  102000.000  Yes   No   Yes                   <NA>
2618 550401_010    645   48000.000  Yes   No   Yes                  Other
2619 551892_010    626   74000.000   No   No   Yes Black/African American
2620 551104_020    590   20100.000  Yes   No    No Black/African American
2621 558131_020    676  170164.930  Yes   No   Yes        White/Caucasian
2622 550904_010    636  455012.000   No   No   Yes Black/African American
2623 556266_020    610   12782.635  Yes   No    No Black/African American
2624 556635_010    818   20568.000  Yes   No   Yes Black/African American
2625 555697_020    654   14796.000  Yes   No   Yes        White/Caucasian
2626 551279_010    651     400.000   No   No   Yes Black/African American
2627 559283_020    636   52600.000   No   No   Yes                   <NA>
2628 550015_020    597   90000.000   No   No   Yes                  Other
2629 556445_010    698   21396.000  Yes   No    No                  Other
2630 558764_010    674   17380.000  Yes   No    No        White/Caucasian
2631 558174_010    957  141400.000   No   No   Yes        White/Caucasian
2632 556181_010    848   19320.000   No   No    No Black/African American
2633 553765_020    616   66876.000  Yes   No    No                  Other
2634 552494_010    677  285000.000   No   No   Yes        White/Caucasian
2635 550233_020    778   25260.000  Yes   No   Yes        White/Caucasian
2636 553935_010    836   18960.000   No   No    No Black/African American
2637 552681_020    613   51204.000   No   No    No Black/African American
2638 557909_010    635   51682.000   No   No   Yes        White/Caucasian
2639 552323_010    851   16488.000  Yes  Yes   Yes        White/Caucasian
2640 550637_020    625  430400.000   No   No   Yes                   <NA>
2641 552156_020    753   27170.731   No   No   Yes Black/African American
2642 557932_020    640  140000.000   No   No   Yes        White/Caucasian
2643 555134_020    664    9672.000   No   No   Yes        White/Caucasian
2644 552911_010    623   55000.000   No   No   Yes Black/African American
2645 559416_020    680   52000.000   No   No   Yes Black/African American
2646 557568_010    620   68400.000   No   No   Yes        White/Caucasian
2647 558962_010    668   27408.000   No   No   Yes        White/Caucasian
2648 559083_010    830   57184.000   No   No   Yes Black/African American
2649 552218_010    868   10707.000  Yes   No   Yes                  Other
2650 557088_010    863   17412.000   No   No   Yes Black/African American
2651 552398_020    687  162012.000   No   No   Yes        White/Caucasian
2652 550384_010    725    2181.933   No  Yes   Yes Black/African American
2653 557347_020    666  102000.000   No   No   Yes        White/Caucasian
2654 559878_010   1006   36600.000  Yes   No   Yes        White/Caucasian
2655 557775_010    642   59040.000   No   No   Yes        White/Caucasian
2656 550514_020    607   54026.574   No   No   Yes                  Other
2657 559456_010    913    8000.000  Yes  Yes   Yes                  Other
2658 551396_010    754  325480.000  Yes   No   Yes        White/Caucasian
2659 555460_010    640   22256.400   No   No   Yes                   <NA>
2660 556148_020    922   35856.000   No   No   Yes        White/Caucasian
2661 559355_010    650   78500.000   No   No    No                   <NA>
2662 550661_010    651   22172.000  Yes   No    No        White/Caucasian
2663 551292_010    673    3372.000  Yes  Yes    No                   <NA>
2664 556698_010    671  160040.000   No   No    No Black/African American
2665 551564_010    654   29544.000   No   No   Yes        White/Caucasian
2666 550962_010    642   46793.034   No   No   Yes Black/African American
2667 552965_010    692  223349.581   No   No   Yes        White/Caucasian
2668 551238_010    647   73000.000  Yes  Yes   Yes        White/Caucasian
2669 550783_010   1014   21000.000   No   No    No Black/African American
2670 556435_010    610  210364.000   No   No   Yes                   <NA>
2671 550238_010    773   11080.000   No   No    No Black/African American
2672 556710_010    607   49800.000   No   No   Yes                   <NA>
2673 558951_020    654   91500.000   No  Yes    No        White/Caucasian
2674 555915_020    651   74563.499   No   No   Yes        White/Caucasian
2675 550904_020    565  430400.000   No   No   Yes Black/African American
2676 558001_010    647   54240.000   No   No   Yes                  Other
2677 557326_010    857   15600.000   No  Yes    No Black/African American
2678 554601_010    620   50000.000   No   No   Yes        White/Caucasian
2679 550560_020    797  108040.000   No   No   Yes Black/African American
2680 555217_010    647   14200.000   No   No   Yes        White/Caucasian
2681 555706_020    653  130252.000   No   No   Yes Black/African American
2682 557433_010    783   20000.000  Yes   No    No Black/African American
2683 554604_010    622   21390.000   No   No   Yes                   <NA>
2684 551557_010    643   25600.000   No   No   Yes Black/African American
2685 552156_020    753   26972.000   No   No   Yes Black/African American
2686 558155_010    705   16392.679   No   No    No Black/African American
2687 553275_010    661   38135.548   No   No   Yes                   <NA>
2688 555463_020   1005   12642.000  Yes   No    No        White/Caucasian
2689 551223_010    636   16988.000   No   No   Yes                   <NA>
2690 554752_020    645  285000.000   No   No    No        White/Caucasian
2691 558158_010    686   50000.000   No   No   Yes Black/African American
2692 559766_010    815   45455.000  Yes   No    No        White/Caucasian
2693 556936_010    747  100480.000  Yes   No    No Black/African American
2694 552188_010    644  166711.764   No   No   Yes Black/African American
2695 557011_010    992   46020.000   No   No   Yes Black/African American
2696 555439_020    556  160408.000   No   No   Yes                   <NA>
2697 552567_010    698  124800.000   No   No   Yes        White/Caucasian
2698 559893_010    749    1320.000  Yes   No    No                  Other
2699 556710_010    609   50000.000   No   No   Yes                   <NA>
2700 559404_010    865   34673.749   No   No   Yes Black/African American
2701 552777_010    917   33000.000  Yes   No    No Black/African American
2702 555635_010    621   16800.000   No   No    No                   <NA>
2703 550315_010    625   56800.000   No   No   Yes        White/Caucasian
2704 551524_020    794   30552.000   No   No   Yes                   <NA>
2705 556758_010    646   40000.000   No   No   Yes        White/Caucasian
2706 558271_020    644  139712.180   No   No   Yes        White/Caucasian
2707 555103_010    649   29073.827  Yes   No   Yes        White/Caucasian
2708 556341_010    738       0.000   No   No   Yes Black/African American
2709 550410_010    608  100130.000   No   No    No                   <NA>
2710 552816_010    812       0.000  Yes   No   Yes        White/Caucasian
2711 555198_010    542  175012.000   No   No   Yes                   <NA>
2712 558739_020    629  233054.000   No   No   Yes                  Other
2713 557003_010    675    6140.000   No   No   Yes Black/African American
2714 554152_020    684  334248.000   No   No   Yes        White/Caucasian
2715 558911_020    609   52012.000   No   No   Yes        White/Caucasian
2716 557855_010    714   32580.000  Yes   No   Yes Black/African American
2717 555262_020    657  254000.000   No   No   Yes        White/Caucasian
2718 551116_020    382   69278.635   No   No   Yes                   <NA>
2719 556018_010    635   55000.000   No   No   Yes        White/Caucasian
2720 556418_010    617  202312.000   No   No   Yes        White/Caucasian
2721 559487_010    866   36795.000   No   No    No        White/Caucasian
2722 559353_010    617   38608.344   No   No    No        White/Caucasian
2723 551991_020    605   33000.000   No   No    No Black/African American
2724 553775_020    545  101338.000  Yes   No   Yes                  Other
2725 558095_010    656   12108.000   No   No   Yes                   <NA>
2726 550385_010    781   28264.000   No   No    No                  Other
2727 557413_010    617 1800012.000   No   No   Yes Black/African American
2728 558095_010    656   12000.000   No   No   Yes                   <NA>
        sex
1    Female
2    Female
3      Male
4      Male
5      Male
6    Female
7      Male
8      Male
9      Male
10     Male
11   Female
12   Female
13     Male
14     Male
15     Male
16     Male
17     Male
18     Male
19   Female
20   Female
21     Male
22   Female
23   Female
24   Female
25   Female
26     Male
27   Female
28   Female
29     Male
30   Female
31     Male
32     Male
33     Male
34   Female
35   Female
36     Male
37   Female
38   Female
39   Female
40   Female
41   Female
42   Female
43   Female
44   Female
45   Female
46   Female
47     Male
48   Female
49   Female
50   Female
51     Male
52   Female
53   Female
54     Male
55   Female
56   Female
57   Female
58   Female
59   Female
60     Male
61   Female
62   Female
63   Female
64     Male
65   Female
66   Female
67     Male
68   Female
69   Female
70     Male
71   Female
72     Male
73   Female
74   Female
75     Male
76   Female
77   Female
78   Female
79   Female
80   Female
81   Female
82   Female
83   Female
84   Female
85   Female
86   Female
87   Female
88   Female
89   Female
90     Male
91   Female
92   Female
93     Male
94     Male
95   Female
96   Female
97   Female
98   Female
99     Male
100  Female
101  Female
102  Female
103  Female
104  Female
105    Male
106  Female
107  Female
108  Female
109    Male
110  Female
111  Female
112    Male
113  Female
114  Female
115  Female
116  Female
117    Male
118  Female
119    Male
120    Male
121  Female
122    Male
123  Female
124  Female
125  Female
126  Female
127    Male
128  Female
129    Male
130  Female
131  Female
132  Female
133  Female
134    Male
135  Female
136  Female
137    Male
138    Male
139  Female
140  Female
141  Female
142  Female
143    Male
144    Male
145  Female
146    Male
147  Female
148  Female
149    Male
150    Male
151  Female
152    Male
153  Female
154  Female
155  Female
156    Male
157    Male
158  Female
159  Female
160  Female
161    Male
162  Female
163    Male
164    Male
165  Female
166    Male
167    Male
168    Male
169    Male
170    Male
171    Male
172  Female
173  Female
174  Female
175    Male
176  Female
177  Female
178  Female
179  Female
180    Male
181  Female
182  Female
183  Female
184  Female
185  Female
186  Female
187    Male
188    Male
189  Female
190    Male
191  Female
192  Female
193  Female
194  Female
195  Female
196  Female
197    Male
198  Female
199  Female
200  Female
201    Male
202  Female
203    Male
204  Female
205    Male
206  Female
207  Female
208    Male
209    Male
210  Female
211    Male
212  Female
213  Female
214  Female
215    Male
216  Female
217  Female
218  Female
219    Male
220  Female
221  Female
222  Female
223    Male
224    Male
225    Male
226    Male
227  Female
228  Female
229    Male
230  Female
231  Female
232  Female
233  Female
234  Female
235  Female
236  Female
237  Female
238    Male
239  Female
240    Male
241    Male
242    Male
243  Female
244  Female
245    Male
246    Male
247  Female
248  Female
249    Male
250  Female
251  Female
252  Female
253    Male
254    Male
255    Male
256    Male
257    Male
258  Female
259  Female
260    Male
261  Female
262    Male
263    Male
264  Female
265  Female
266  Female
267    Male
268  Female
269  Female
270    Male
271  Female
272  Female
273  Female
274  Female
275    Male
276  Female
277    Male
278  Female
279  Female
280    Male
281  Female
282    Male
283  Female
284    Male
285  Female
286    Male
287  Female
288  Female
289  Female
290  Female
291  Female
292  Female
293  Female
294    Male
295  Female
296    Male
297    Male
298    Male
299    Male
300  Female
301  Female
302  Female
303  Female
304  Female
305    Male
306  Female
307    Male
308  Female
309  Female
310    Male
311  Female
312    Male
313  Female
314    Male
315    Male
316    Male
317  Female
318  Female
319  Female
320    Male
321    Male
322  Female
323    Male
324    Male
325  Female
326    Male
327  Female
328  Female
329    Male
330  Female
331  Female
332  Female
333  Female
334  Female
335    Male
336    Male
337  Female
338  Female
339    Male
340  Female
341  Female
342    Male
343  Female
344  Female
345  Female
346  Female
347    Male
348    Male
349  Female
350    Male
351  Female
352    Male
353  Female
354    Male
355  Female
356  Female
357  Female
358    Male
359    Male
360    Male
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1897 Female
1898   Male
1899 Female
1900 Female
1901 Female
1902 Female
1903   Male
1904 Female
1905 Female
1906   Male
1907   Male
1908 Female
1909 Female
1910 Female
1911   Male
1912 Female
1913   Male
1914 Female
1915 Female
1916   Male
1917 Female
1918 Female
1919 Female
1920 Female
1921   Male
1922 Female
1923 Female
1924 Female
1925 Female
1926 Female
1927   Male
1928 Female
1929   Male
1930 Female
1931 Female
1932   Male
1933   Male
1934   Male
1935 Female
1936 Female
1937   Male
1938 Female
1939 Female
1940 Female
1941 Female
1942 Female
1943   Male
1944   Male
1945 Female
1946   Male
1947 Female
1948 Female
1949   Male
1950   Male
1951 Female
1952 Female
1953 Female
1954 Female
1955   Male
1956 Female
1957 Female
1958 Female
1959 Female
1960 Female
1961 Female
1962 Female
1963 Female
1964 Female
1965   Male
1966 Female
1967   Male
1968   Male
1969   Male
1970   Male
1971 Female
1972   Male
1973 Female
1974   Male
1975   Male
1976   Male
1977 Female
1978 Female
1979   Male
1980 Female
1981 Female
1982 Female
1983 Female
1984 Female
1985   Male
1986 Female
1987   Male
1988 Female
1989   Male
1990 Female
1991 Female
1992 Female
1993 Female
1994 Female
1995 Female
1996   Male
1997 Female
1998 Female
1999 Female
2000 Female
2001 Female
2002 Female
2003   Male
2004   Male
2005 Female
2006   Male
2007 Female
2008 Female
2009 Female
2010 Female
2011 Female
2012   Male
2013   Male
2014 Female
2015 Female
2016   Male
2017 Female
2018   Male
2019   Male
2020   Male
2021   Male
2022   Male
2023 Female
2024 Female
2025   Male
2026   Male
2027   Male
2028   Male
2029 Female
2030 Female
2031   Male
2032   Male
2033 Female
2034 Female
2035 Female
2036 Female
2037   Male
2038   Male
2039 Female
2040 Female
2041   Male
2042   Male
2043 Female
2044   Male
2045   Male
2046   Male
2047 Female
2048   Male
2049 Female
2050 Female
2051   Male
2052   Male
2053 Female
2054 Female
2055 Female
2056   Male
2057 Female
2058   Male
2059 Female
2060 Female
2061   Male
2062 Female
2063 Female
2064 Female
2065 Female
2066 Female
2067   Male
2068   Male
2069 Female
2070 Female
2071 Female
2072 Female
2073 Female
2074 Female
2075   Male
2076 Female
2077   Male
2078   Male
2079 Female
2080 Female
2081 Female
2082 Female
2083   Male
2084   Male
2085 Female
2086   Male
2087 Female
2088 Female
2089 Female
2090   Male
2091   Male
2092   Male
2093 Female
2094   Male
2095   Male
2096 Female
2097   Male
2098 Female
2099 Female
2100 Female
2101 Female
2102 Female
2103 Female
2104 Female
2105   Male
2106 Female
2107   Male
2108 Female
2109 Female
2110   Male
2111 Female
2112 Female
2113   Male
2114 Female
2115   Male
2116 Female
2117 Female
2118 Female
2119 Female
2120 Female
2121 Female
2122   Male
2123 Female
2124   Male
2125 Female
2126   Male
2127 Female
2128 Female
2129   Male
2130   Male
2131   Male
2132 Female
2133   Male
2134   Male
2135 Female
2136 Female
2137 Female
2138   Male
2139   Male
2140 Female
2141 Female
2142   Male
2143 Female
2144   Male
2145 Female
2146 Female
2147   Male
2148 Female
2149   Male
2150 Female
2151   Male
2152 Female
2153 Female
2154 Female
2155 Female
2156 Female
2157 Female
2158 Female
2159   Male
2160 Female
2161   Male
2162 Female
2163 Female
2164   Male
2165   Male
2166 Female
2167 Female
2168 Female
2169 Female
2170   Male
2171 Female
2172 Female
2173   Male
2174 Female
2175   Male
2176 Female
2177 Female
2178 Female
2179 Female
2180   Male
2181 Female
2182 Female
2183   Male
2184   Male
2185 Female
2186   Male
2187   Male
2188   Male
2189   Male
2190 Female
2191 Female
2192 Female
2193 Female
2194 Female
2195 Female
2196   Male
2197 Female
2198   Male
2199 Female
2200 Female
2201   Male
2202   Male
2203   Male
2204   Male
2205 Female
2206 Female
2207   Male
2208   Male
2209   Male
2210 Female
2211 Female
2212 Female
2213   Male
2214   Male
2215   Male
2216   Male
2217 Female
2218   Male
2219   Male
2220 Female
2221 Female
2222   Male
2223   Male
2224   Male
2225 Female
2226   Male
2227   Male
2228 Female
2229 Female
2230   Male
2231 Female
2232   Male
2233   Male
2234 Female
2235 Female
2236   Male
2237   Male
2238 Female
2239 Female
2240 Female
2241 Female
2242   Male
2243   Male
2244   Male
2245 Female
2246   Male
2247 Female
2248   Male
2249   Male
2250 Female
2251   Male
2252 Female
2253 Female
2254 Female
2255   Male
2256   Male
2257 Female
2258 Female
2259 Female
2260   Male
2261 Female
2262   Male
2263 Female
2264 Female
2265 Female
2266 Female
2267 Female
2268   Male
2269   Male
2270 Female
2271 Female
2272 Female
2273   Male
2274   Male
2275   Male
2276   Male
2277   Male
2278   Male
2279 Female
2280   Male
2281   Male
2282   Male
2283   Male
2284 Female
2285 Female
2286 Female
2287 Female
2288   Male
2289   Male
2290   Male
2291   Male
2292 Female
2293   Male
2294   Male
2295 Female
2296 Female
2297 Female
2298   Male
2299   Male
2300   Male
2301 Female
2302   Male
2303   Male
2304 Female
2305   Male
2306   Male
2307 Female
2308   Male
2309 Female
2310   Male
2311   Male
2312 Female
2313 Female
2314 Female
2315   Male
2316 Female
2317 Female
2318   Male
2319   Male
2320 Female
2321 Female
2322 Female
2323   Male
2324   Male
2325   Male
2326   Male
2327   Male
2328   Male
2329 Female
2330   Male
2331 Female
2332 Female
2333 Female
2334 Female
2335   Male
2336 Female
2337   Male
2338 Female
2339 Female
2340 Female
2341 Female
2342   Male
2343   Male
2344 Female
2345   Male
2346 Female
2347   Male
2348   Male
2349   Male
2350   Male
2351 Female
2352 Female
2353   Male
2354 Female
2355 Female
2356 Female
2357 Female
2358 Female
2359   Male
2360   Male
2361 Female
2362 Female
2363 Female
2364   Male
2365   Male
2366 Female
2367   Male
2368   Male
2369   Male
2370   Male
2371 Female
2372 Female
2373   Male
2374   Male
2375 Female
2376 Female
2377   Male
2378   Male
2379 Female
2380   Male
2381 Female
2382 Female
2383 Female
2384   Male
2385   Male
2386 Female
2387 Female
2388 Female
2389   Male
2390   Male
2391 Female
2392 Female
2393   Male
2394 Female
2395 Female
2396 Female
2397 Female
2398   Male
2399 Female
2400   Male
2401   Male
2402   Male
2403 Female
2404   Male
2405 Female
2406 Female
2407   Male
2408 Female
2409 Female
2410 Female
2411 Female
2412   Male
2413   Male
2414   Male
2415   Male
2416 Female
2417   Male
2418 Female
2419 Female
2420 Female
2421 Female
2422   Male
2423   Male
2424   Male
2425   Male
2426 Female
2427 Female
2428   Male
2429 Female
2430 Female
2431   Male
2432   Male
2433 Female
2434 Female
2435   Male
2436 Female
2437   Male
2438 Female
2439 Female
2440 Female
2441   Male
2442 Female
2443 Female
2444   Male
2445   Male
2446 Female
2447 Female
2448 Female
2449   Male
2450 Female
2451 Female
2452 Female
2453 Female
2454   Male
2455 Female
2456 Female
2457   Male
2458   Male
2459 Female
2460 Female
2461   Male
2462   Male
2463 Female
2464 Female
2465 Female
2466   Male
2467   Male
2468   Male
2469 Female
2470 Female
2471   Male
2472 Female
2473   Male
2474 Female
2475 Female
2476 Female
2477 Female
2478 Female
2479   Male
2480   Male
2481 Female
2482   Male
2483 Female
2484   Male
2485   Male
2486 Female
2487 Female
2488 Female
2489   Male
2490 Female
2491 Female
2492 Female
2493   Male
2494 Female
2495   Male
2496   Male
2497   Male
2498 Female
2499 Female
2500   Male
2501 Female
2502   Male
2503 Female
2504 Female
2505   Male
2506 Female
2507   Male
2508 Female
2509   Male
2510 Female
2511 Female
2512 Female
2513 Female
2514 Female
2515 Female
2516 Female
2517 Female
2518   Male
2519 Female
2520 Female
2521   Male
2522   Male
2523   Male
2524 Female
2525 Female
2526   Male
2527   Male
2528 Female
2529   Male
2530 Female
2531 Female
2532 Female
2533 Female
2534 Female
2535 Female
2536 Female
2537 Female
2538   Male
2539   Male
2540   Male
2541   Male
2542 Female
2543 Female
2544   Male
2545   Male
2546 Female
2547 Female
2548   Male
2549   Male
2550   Male
2551   Male
2552 Female
2553 Female
2554   Male
2555   Male
2556 Female
2557 Female
2558   Male
2559 Female
2560   Male
2561 Female
2562   Male
2563   Male
2564 Female
2565   Male
2566   Male
2567 Female
2568 Female
2569   Male
2570 Female
2571 Female
2572   Male
2573 Female
2574   Male
2575   Male
2576 Female
2577 Female
2578 Female
2579 Female
2580   Male
2581 Female
2582 Female
2583   Male
2584 Female
2585   Male
2586 Female
2587   Male
2588 Female
2589 Female
2590 Female
2591 Female
2592 Female
2593 Female
2594   Male
2595   Male
2596   Male
2597 Female
2598 Female
2599   Male
2600 Female
2601   Male
2602   Male
2603 Female
2604   Male
2605 Female
2606 Female
2607 Female
2608 Female
2609 Female
2610 Female
2611   Male
2612 Female
2613 Female
2614 Female
2615 Female
2616   Male
2617   Male
2618   Male
2619 Female
2620 Female
2621 Female
2622   Male
2623   Male
2624   Male
2625   Male
2626   Male
2627   Male
2628 Female
2629   Male
2630   Male
2631 Female
2632 Female
2633 Female
2634   Male
2635   Male
2636 Female
2637 Female
2638   Male
2639   Male
2640   Male
2641 Female
2642   Male
2643   Male
2644   Male
2645 Female
2646 Female
2647 Female
2648 Female
2649   Male
2650   Male
2651   Male
2652   Male
2653 Female
2654   Male
2655   Male
2656   Male
2657 Female
2658 Female
2659 Female
2660 Female
2661   Male
2662 Female
2663   Male
2664   Male
2665 Female
2666 Female
2667   Male
2668   Male
2669 Female
2670 Female
2671 Female
2672 Female
2673 Female
2674 Female
2675 Female
2676   Male
2677 Female
2678 Female
2679 Female
2680   Male
2681 Female
2682   Male
2683   Male
2684 Female
2685 Female
2686   Male
2687 Female
2688 Female
2689   Male
2690   Male
2691   Male
2692 Female
2693 Female
2694 Female
2695 Female
2696 Female
2697 Female
2698   Male
2699 Female
2700   Male
2701   Male
2702 Female
2703   Male
2704   Male
2705   Male
2706 Female
2707   Male
2708 Female
2709   Male
2710 Female
2711 Female
2712 Female
2713 Female
2714   Male
2715   Male
2716   Male
2717   Male
2718 Female
2719 Female
2720 Female
2721   Male
2722 Female
2723 Female
2724 Female
2725 Female
2726 Female
2727   Male
2728 Female

Dataset with income relocated after id:

hrs_03_reloc
             id      income age_mo diab lung drink          race_original
1    552754_010   35000.000    665   No   No    No                   <NA>
2    555339_020       0.000    676   No   No   Yes        White/Caucasian
3    559734_010  108400.000    663   No   No   Yes                   <NA>
4    558143_020  526192.000    600   No   No   Yes        White/Caucasian
5    554789_020  148320.000    860  Yes   No   Yes Black/African American
6    551018_010   28266.534    632  Yes  Yes   Yes        White/Caucasian
7    550516_010   13236.192    749   No   No   Yes Black/African American
8    559093_010   50761.000    621   No   No   Yes Black/African American
9    556288_020  303916.197    845   No   No   Yes        White/Caucasian
10   550790_010  418024.000    679   No   No   Yes                   <NA>
11   555294_010   22000.000    641   No   No    No                   <NA>
12   559170_010   10000.000    649   No   No    No                   <NA>
13   551238_010   73000.000    646   No  Yes   Yes        White/Caucasian
14   554874_010   29000.000    721  Yes   No    No Black/African American
15   551179_010  250800.000    691   No   No   Yes Black/African American
16   551108_020  119000.000    622   No   No    No        White/Caucasian
17   555511_010   39132.000    605   No   No   Yes                   <NA>
18   556018_020   55000.000    638   No   No   Yes        White/Caucasian
19   555578_020   13824.000    665   No   No   Yes Black/African American
20   559002_010   98120.000    648   No   No   Yes Black/African American
21   557423_010  190606.151    677  Yes   No   Yes        White/Caucasian
22   558441_010  299440.000    641   No   No   Yes                   <NA>
23   553087_020  178000.000    800  Yes   No    No                   <NA>
24   550622_010   30000.000    640  Yes   No   Yes        White/Caucasian
25   552725_010   84600.000   1081   No   No   Yes                  Other
26   553480_010   22908.000    653  Yes   No   Yes        White/Caucasian
27   553443_020   50000.000    746  Yes   No   Yes Black/African American
28   554670_020   27140.000    911   No   No   Yes        White/Caucasian
29   551973_010   43200.000    683  Yes   No   Yes        White/Caucasian
30   559990_010   50000.000    652   No   No   Yes                   <NA>
31   557680_020   46000.000    812   No   No   Yes Black/African American
32   556364_010    6192.000    951  Yes   No    No Black/African American
33   552323_010   16440.000    862  Yes  Yes   Yes        White/Caucasian
34   554006_010   26320.000    895  Yes   No    No        White/Caucasian
35   551054_010   29073.827    685   No   No   Yes Black/African American
36   557601_010   24216.000   1100   No   No    No Black/African American
37   557595_020   30552.000    759   No   No   Yes                  Other
38   556536_010   14364.000    641  Yes   No    No        White/Caucasian
39   558004_010  102000.000    637   No   No   Yes        White/Caucasian
40   556675_020  115000.000    571   No   No   Yes                  Other
41   556381_010  178000.000    651   No   No   Yes        White/Caucasian
42   553553_010    1512.000    639   No   No   Yes        White/Caucasian
43   553780_020  389080.000    674   No   No   Yes Black/African American
44   555022_010   31800.000    625  Yes   No   Yes                  Other
45   555463_010   12660.000   1020  Yes   No    No        White/Caucasian
46   559646_010   23200.000    646   No   No    No        White/Caucasian
47   559601_010   12660.000    639  Yes  Yes    No                   <NA>
48   551767_010   37700.000    643  Yes   No    No                  Other
49   553534_010  104900.000    651   No   No   Yes                   <NA>
50   555324_010   41688.000    656   No   No    No        White/Caucasian
51   554129_020   96200.000   1135   No   No   Yes Black/African American
52   557351_020  107054.866    834   No  Yes    No Black/African American
53   556900_010  102000.000    630   No  Yes   Yes        White/Caucasian
54   554807_010    8400.000    816   No   No   Yes                  Other
55   551191_010   18030.697    992  Yes   No    No Black/African American
56   559148_010    9000.000    729  Yes  Yes   Yes        White/Caucasian
57   557048_020  131020.000    586   No   No    No Black/African American
58   552306_020  187690.000    609   No   No   Yes                   <NA>
59   552766_010   17664.000    895   No   No   Yes Black/African American
60   559300_010  353005.511    680   No   No   Yes        White/Caucasian
61   556979_010   26792.000    644   No   No   Yes        White/Caucasian
62   559820_010  175536.000    635   No   No   Yes        White/Caucasian
63   554387_020  218690.633    604   No   No   Yes                   <NA>
64   558974_010   94051.000    669   No   No   Yes        White/Caucasian
65   556223_010  137000.000    709   No   No   Yes Black/African American
66   555951_010   53005.000    823  Yes   No    No Black/African American
67   559375_010  152000.000    645   No   No   Yes Black/African American
68   551604_020   60924.000    899   No   No    No Black/African American
69   557139_010   10197.776    857  Yes   No   Yes Black/African American
70   555071_020  124800.000    579   No  Yes   Yes Black/African American
71   553738_010   22763.401    918   No   No    No Black/African American
72   558128_010  237000.000    619   No   No   Yes                   <NA>
73   557411_020   32640.000    613  Yes  Yes   Yes        White/Caucasian
74   557646_010   46020.000    681   No   No   Yes        White/Caucasian
75   554690_020  120001.000    597   No   No   Yes        White/Caucasian
76   552939_010  109120.000    662   No   No   Yes Black/African American
77   558663_010   60200.000    680  Yes   No   Yes        White/Caucasian
78   553817_010   43003.000    681  Yes   No    No Black/African American
79   553508_010    1681.298    656   No   No    No                   <NA>
80   559346_010   84124.000    892  Yes   No   Yes Black/African American
81   553847_010   10800.000    633  Yes   No    No                   <NA>
82   558935_010    8319.000    796   No   No   Yes        White/Caucasian
83   551604_020   61205.000    916   No   No    No Black/African American
84   558588_010   25274.273    747  Yes   No    No                  Other
85   559292_010       0.000    681   No   No   Yes Black/African American
86   559479_010   60000.000    637   No   No    No                   <NA>
87   551179_020  250000.000    689   No   No   Yes Black/African American
88   558926_020  121000.000    675  Yes   No    No        White/Caucasian
89   556712_010   91500.000    703  Yes   No    No Black/African American
90   557375_010     500.000    623  Yes  Yes   Yes        White/Caucasian
91   554075_010     203.000    780   No   No    No        White/Caucasian
92   553124_020   90000.000    580   No   No   Yes                   <NA>
93   554850_010   14400.000    677   No   No   Yes Black/African American
94   554481_010   55212.000    766   No   No    No Black/African American
95   556291_010   80000.000    698   No   No    No Black/African American
96   559660_010    8400.000    753   No  Yes    No Black/African American
97   552314_010   70000.000    774   No   No   Yes Black/African American
98   556207_010       0.000    926   No  Yes   Yes Black/African American
99   551914_010   82000.000    634   No   No   Yes Black/African American
100  552482_010   51000.000    817   No  Yes   Yes        White/Caucasian
101  556712_010   91500.000    703  Yes   No    No Black/African American
102  551116_020   68403.000    432   No   No   Yes                   <NA>
103  559170_010   10000.000    649   No   No    No                   <NA>
104  554479_010   15254.301    669   No   No    No Black/African American
105  554818_010   76033.000    718   No   No   Yes Black/African American
106  554186_010   18400.000    650   No   No   Yes Black/African American
107  551833_010   84000.000    637   No   No   Yes                   <NA>
108  559523_010   46020.000    831   No   No    No Black/African American
109  555215_020       0.000    617   No   No   Yes                   <NA>
110  553211_010   21000.000    883   No  Yes    No Black/African American
111  550500_010   18800.000   1086   No   No    No        White/Caucasian
112  554341_010   69876.368    620   No   No   Yes        White/Caucasian
113  550964_010  630680.000    641   No   No   Yes        White/Caucasian
114  550920_020   16320.000    665   No   No   Yes                   <NA>
115  554344_020   58469.605    804  Yes   No    No Black/African American
116  557446_010   65000.000    663   No  Yes    No        White/Caucasian
117  558646_010   20000.000    772   No   No   Yes Black/African American
118  550651_010   55000.000    955  Yes   No   Yes Black/African American
119  554591_020  126600.000    586   No   No   Yes Black/African American
120  556766_010   60000.000    605   No   No   Yes                   <NA>
121  553087_020  178528.000    813  Yes   No    No                   <NA>
122  555788_010   87000.000    805   No   No    No Black/African American
123  555460_010   22534.000    640   No   No   Yes                   <NA>
124  552761_020   18895.000    726   No   No    No        White/Caucasian
125  559996_010   32580.000    757  Yes   No   Yes                  Other
126  555467_010  140000.000    626   No   No   Yes                   <NA>
127  551602_010       0.000    857   No   No   Yes                  Other
128  551597_020   26000.000    634   No   No    No                   <NA>
129  556646_010  253820.000    830   No   No   Yes Black/African American
130  559573_010    2149.000    784  Yes   No   Yes        White/Caucasian
131  558651_010   48000.000    644   No   No   Yes Black/African American
132  555495_010   19500.000    687   No   No   Yes        White/Caucasian
133  552423_020       0.000    680   No   No    No Black/African American
134  550164_020  486747.804    838   No   No   Yes        White/Caucasian
135  554494_010  139200.000    649   No   No   Yes        White/Caucasian
136  551026_010   15500.000    939   No   No   Yes Black/African American
137  554561_010   70000.000    659  Yes   No   Yes                  Other
138  552780_010   98137.254    879   No   No   Yes        White/Caucasian
139  557152_020   83003.000    631   No   No    No        White/Caucasian
140  556050_020  238400.000    652   No   No   Yes        White/Caucasian
141  550345_010       0.000    865  Yes   No   Yes        White/Caucasian
142  557516_010    8662.000   1163   No   No    No Black/African American
143  554228_020   17412.000    837  Yes   No   Yes        White/Caucasian
144  554680_010    3000.000    786   No   No   Yes Black/African American
145  556870_010   28800.000    815   No  Yes   Yes Black/African American
146  553826_020  174066.434    753   No   No   Yes        White/Caucasian
147  552941_010    3600.000    633   No   No    No Black/African American
148  553316_010   25764.286    673   No   No    No                   <NA>
149  550931_010   31850.000    653   No   No   Yes                   <NA>
150  551334_010   94416.000    803   No   No   Yes Black/African American
151  556712_010   91000.000    698  Yes   No    No Black/African American
152  557413_010  990200.000    617   No   No   Yes Black/African American
153  556668_010   23780.000   1013   No  Yes    No        White/Caucasian
154  555959_010   76000.000    623   No   No   Yes Black/African American
155  553031_010  145000.000    641  Yes   No   Yes Black/African American
156  553970_010   75080.000    663  Yes   No   Yes        White/Caucasian
157  550240_010   47520.000    886   No   No   Yes        White/Caucasian
158  558629_010  385000.000    828   No   No    No        White/Caucasian
159  558694_010  353005.511    644   No   No   Yes        White/Caucasian
160  554764_010  100480.000    701  Yes   No   Yes Black/African American
161  559227_010  102680.000    642   No   No   Yes        White/Caucasian
162  556732_010   48012.000    774   No   No   Yes        White/Caucasian
163  555209_010  365005.000    630   No   No   Yes        White/Caucasian
164  551412_010   72600.000    682   No   No   Yes Black/African American
165  550859_010   54512.000    673  Yes   No   Yes        White/Caucasian
166  559867_010  308584.288    803   No   No   Yes        White/Caucasian
167  555053_010   25274.273   1022   No   No   Yes        White/Caucasian
168  553757_010  265075.000    635   No   No   Yes        White/Caucasian
169  553881_010   58469.605    713   No   No   Yes Black/African American
170  555886_020   88690.000    706   No   No   Yes        White/Caucasian
171  550201_020  281000.000    490   No   No   Yes        White/Caucasian
172  558175_010  526192.000    631   No   No   Yes                   <NA>
173  553067_010  185000.000    643   No   No   Yes                   <NA>
174  554832_020   13200.000    737  Yes   No    No        White/Caucasian
175  556394_020   31000.000    821   No   No   Yes        White/Caucasian
176  551944_020  134600.000    630   No   No   Yes                   <NA>
177  553435_010   27450.000    915   No   No   Yes        White/Caucasian
178  558774_020   40000.000    681  Yes   No   Yes        White/Caucasian
179  551225_010   33603.498    662  Yes   No    No                  Other
180  550569_020  319200.000    637   No   No   Yes        White/Caucasian
181  552034_010   27376.000    834   No   No    No Black/African American
182  551143_020   27600.000    607   No  Yes   Yes        White/Caucasian
183  559902_010   26008.000    868  Yes   No    No        White/Caucasian
184  558360_010   10800.000    771   No   No    No Black/African American
185  556334_010   32580.000    874  Yes   No   Yes Black/African American
186  559885_010  101400.000    629   No   No   Yes Black/African American
187  551845_020   39154.111    896   No   No   Yes                  Other
188  555737_020   95824.000    497   No   No   Yes                   <NA>
189  556499_010   53400.000    754   No   No   Yes Black/African American
190  557180_010  277412.000    677   No   No   Yes        White/Caucasian
191  556779_020  121060.000    613   No   No   Yes        White/Caucasian
192  555445_020   67000.000    914  Yes   No    No        White/Caucasian
193  552567_010  125000.000    701   No   No   Yes        White/Caucasian
194  556143_010   33000.000    706   No   No    No        White/Caucasian
195  556868_010    2544.000    988  Yes   No   Yes Black/African American
196  552892_020   92000.000    746   No  Yes   Yes Black/African American
197  554425_010   22636.000    839  Yes   No    No Black/African American
198  558831_010   15324.000    636   No   No   Yes                   <NA>
199  558532_010   60200.000    613   No   No   Yes                   <NA>
200  552025_020  117000.000    497   No   No   Yes Black/African American
201  555805_010  244738.170    675   No   No   Yes                   <NA>
202  550696_010   16800.000    841   No   No    No        White/Caucasian
203  552828_010  301201.732    637   No   No   Yes Black/African American
204  555221_010   26100.000    718  Yes   No    No        White/Caucasian
205  554911_010   68403.000    891   No   No   Yes                  Other
206  555918_010   23286.000    626  Yes   No    No Black/African American
207  556114_010  240591.268    633   No   No    No        White/Caucasian
208  553646_020  223349.581    619   No   No   Yes                   <NA>
209  559843_010   68320.000    709   No   No    No        White/Caucasian
210  556291_010   80000.000    699   No   No    No Black/African American
211  558974_010   94204.000    669   No   No   Yes        White/Caucasian
212  558837_020       0.000    809   No   No    No        White/Caucasian
213  551759_020  134188.000    579   No   No   Yes        White/Caucasian
214  553273_010   55400.000    660  Yes   No   Yes Black/African American
215  552279_010   23724.438    832   No   No   Yes                  Other
216  556859_010   57500.000    647   No   No   Yes                   <NA>
217  551238_020   73000.000    635   No   No   Yes        White/Caucasian
218  550753_020   52600.000    651   No   No    No        White/Caucasian
219  551007_020   32140.949    801  Yes   No   Yes Black/African American
220  559287_010   96351.675    841   No   No   Yes        White/Caucasian
221  551073_010    3604.000    649   No   No   Yes                  Other
222  556390_010   12000.000    632   No   No   Yes        White/Caucasian
223  556734_010  157820.000    664   No   No   Yes        White/Caucasian
224  556989_010   17457.000    935   No   No    No Black/African American
225  559963_010  125000.000    657  Yes   No   Yes                  Other
226  552082_020   22008.000    838   No  Yes    No Black/African American
227  558355_010    7740.000    832   No   No    No Black/African American
228  553341_010   24400.000    616   No  Yes   Yes                   <NA>
229  555375_010   40100.000    714   No   No   Yes Black/African American
230  559806_010   55000.000    783   No   No    No        White/Caucasian
231  552618_010   25673.251    768   No  Yes    No Black/African American
232  555041_020   48200.000    912  Yes   No    No Black/African American
233  550930_010   93680.000    675  Yes   No   Yes Black/African American
234  558039_010    3000.000    758  Yes   No   Yes Black/African American
235  553564_020   35000.000    545  Yes   No    No        White/Caucasian
236  550347_020  208000.000    635   No   No   Yes                   <NA>
237  554233_020  237050.000    591   No   No   Yes        White/Caucasian
238  553294_010   55000.000    643   No   No   Yes                   <NA>
239  551468_010   99000.000    623  Yes   No   Yes                  Other
240  556836_010   99472.590    628  Yes   No    No        White/Caucasian
241  550962_020   47000.000    629  Yes   No   Yes Black/African American
242  558741_010   14688.000    939  Yes   No   Yes Black/African American
243  552681_020   51000.000    613   No   No    No Black/African American
244  556144_020  148320.000    764   No   No   Yes        White/Caucasian
245  558174_010  143000.000    954   No  Yes    No Black/African American
246  552323_020   16608.000    819  Yes  Yes   Yes        White/Caucasian
247  558403_020  128000.000    586   No   No   Yes Black/African American
248  559470_010   17388.000    797   No   No   Yes        White/Caucasian
249  551944_010  135024.000    614   No   No   Yes                   <NA>
250  557383_010   15324.000    802  Yes   No   Yes                  Other
251  556475_010   65592.000    859   No   No   Yes Black/African American
252  557125_010   40000.000    698  Yes   No   Yes Black/African American
253  556224_010   90000.000    813   No   No   Yes Black/African American
254  550119_020   33972.000    968   No   No   Yes        White/Caucasian
255  550462_010   10000.000    673   No   No   Yes                  Other
256  555545_010    3600.000    721   No   No   Yes Black/African American
257  550437_010   46800.000    774   No   No   Yes Black/African American
258  556732_010   47960.000    774   No   No   Yes        White/Caucasian
259  552479_020  200020.000    486   No   No   Yes        White/Caucasian
260  553055_010   41208.000    752  Yes   No   Yes Black/African American
261  551982_020  586000.000    507   No   No   Yes                  Other
262  553768_010   12420.000    947  Yes   No   Yes Black/African American
263  558133_010  135024.000    677  Yes   No   Yes        White/Caucasian
264  550543_010  161000.000    634  Yes   No   Yes        White/Caucasian
265  557225_010   15500.000    618  Yes  Yes    No                   <NA>
266  556951_010  182036.000    630   No   No   Yes                   <NA>
267  554862_010   11448.000    671   No  Yes   Yes                   <NA>
268  558391_020   50000.000    644  Yes   No    No        White/Caucasian
269  557031_010   79974.000    634   No   No   Yes Black/African American
270  550186_010  276570.000    634   No   No   Yes        White/Caucasian
271  555473_010    3600.000    768   No   No   Yes Black/African American
272  552279_020   24112.000    712   No   No    No                  Other
273  552554_010  215008.000    617  Yes   No   Yes                  Other
274  556558_010   82000.000    647   No   No   Yes                   <NA>
275  557423_010  191000.000    677  Yes   No   Yes        White/Caucasian
276  555085_020       0.000    681   No   No    No                  Other
277  551878_020   44400.000    601  Yes   No    No Black/African American
278  554913_010   45060.000    612   No   No   Yes                   <NA>
279  553280_020   50000.000    481   No   No    No                   <NA>
280  556531_010   40498.000    706  Yes   No   Yes Black/African American
281  551557_010   25722.251    641   No   No   Yes Black/African American
282  556944_010   91000.000    713   No   No   Yes        White/Caucasian
283  554704_020  172000.000    629   No  Yes   Yes        White/Caucasian
284  556635_010   20400.000    818  Yes   No   Yes Black/African American
285  556943_020   14160.000    651   No   No   Yes                  Other
286  552494_010  280020.000    682   No   No   Yes        White/Caucasian
287  552819_020  276400.000    673   No   No   Yes                   <NA>
288  551892_010   74563.499    626   No   No   Yes Black/African American
289  558281_010   21390.000   1063  Yes   No    No                  Other
290  557269_010   75500.000    705   No  Yes   Yes                  Other
291  552383_010       0.000    853  Yes   No   Yes                  Other
292  554098_010    8000.000    677   No   No   Yes                   <NA>
293  554674_010   78070.000    650   No   No   Yes Black/African American
294  559603_020  105036.000    814   No   No   Yes Black/African American
295  554203_020  190000.000    667   No   No   Yes                   <NA>
296  557358_010   22110.000    720  Yes   No   Yes                  Other
297  553252_010     250.000    681  Yes   No    No        White/Caucasian
298  556089_010   25832.000    789  Yes   No    No Black/African American
299  559704_010   25000.000    731   No   No    No Black/African American
300  554370_010   62000.000    877  Yes   No   Yes Black/African American
301  556208_020   70800.000    741   No   No   Yes        White/Caucasian
302  551991_020   33000.000    605   No   No    No Black/African American
303  551505_010    9779.466    897   No   No    No Black/African American
304  552298_010  276570.000    800  Yes   No   Yes Black/African American
305  554365_020     300.000    714  Yes   No   Yes                  Other
306  555115_010   45240.000    869   No   No    No Black/African American
307  554172_010   31200.000    735   No   No   Yes                  Other
308  557061_010   21000.000    644   No   No   Yes Black/African American
309  553961_020  168400.000    675  Yes   No   Yes        White/Caucasian
310  551547_010   65600.000    824   No   No   Yes                  Other
311  551553_020   47252.000    803   No   No    No Black/African American
312  559839_010  369257.048    638   No   No    No                  Other
313  556266_010   12782.635    685  Yes  Yes    No Black/African American
314  559734_020  109000.000    602   No   No   Yes                   <NA>
315  559487_010   36600.000    867   No   No    No        White/Caucasian
316  555922_010   21500.000    899  Yes   No   Yes Black/African American
317  559767_010   12000.000    922   No   No    No Black/African American
318  558560_010  100000.000    618   No   No    No                   <NA>
319  555064_020   32140.949    611  Yes   No    No        White/Caucasian
320  550233_020   25260.000    778  Yes   No   Yes        White/Caucasian
321  555375_010   40010.000    714   No   No   Yes Black/African American
322  552986_010   24288.000   1086   No   No   Yes Black/African American
323  557977_010   25000.000    694   No   No   Yes                  Other
324  553646_020  223349.581    617   No   No   Yes                   <NA>
325  558849_020  115000.000    556   No   No    No        White/Caucasian
326  552110_010   19200.000    639  Yes   No    No                   <NA>
327  555314_010   19320.000    988  Yes   No    No Black/African American
328  555872_010   70000.000    677   No   No   Yes        White/Caucasian
329  550233_020   25304.000    777  Yes   No   Yes        White/Caucasian
330  556757_020  175000.000    701  Yes   No    No Black/African American
331  558748_010   33450.000    636  Yes   No   Yes                   <NA>
332  553640_010   28608.000    927  Yes  Yes    No Black/African American
333  552320_010   12960.000    758   No   No    No        White/Caucasian
334  559984_010   15385.000    909   No   No    No        White/Caucasian
335  552159_010  130005.000    685   No   No   Yes        White/Caucasian
336  550516_010   13200.000    750   No   No   Yes Black/African American
337  555239_010   15600.000   1100  Yes   No    No Black/African American
338  556936_020  100480.000    627   No   No    No Black/African American
339  557667_010    6500.589    654  Yes   No   Yes        White/Caucasian
340  555041_020   49000.000    932  Yes   No    No Black/African American
341  558184_020   30332.902    656   No   No   Yes                  Other
342  550513_010   94400.000    971   No   No   Yes Black/African American
343  557795_010   16000.000    994   No   No    No Black/African American
344  555301_010  172012.000    636   No   No   Yes                   <NA>
345  554377_010   40400.000    679  Yes   No   Yes Black/African American
346  557337_020   44000.000    576  Yes   No   Yes        White/Caucasian
347  553715_020    2136.000    690  Yes   No   Yes Black/African American
348  554345_010  177200.000    605   No   No   Yes                   <NA>
349  554076_010   83000.000    637   No   No   Yes        White/Caucasian
350  557914_010   14616.000    646  Yes   No   Yes                  Other
351  551414_020       0.000    740   No   No    No        White/Caucasian
352  552490_010    5484.000    862   No   No    No Black/African American
353  550581_020   22507.295    749  Yes   No   Yes        White/Caucasian
354  555332_010  107000.000    660   No   No   Yes                   <NA>
355  559484_020  126000.000    641   No   No   Yes Black/African American
356  555129_020  216000.000    637   No   No   Yes        White/Caucasian
357  550822_020   71240.000    659  Yes   No    No Black/African American
358  554628_010   14200.000    647   No   No    No                   <NA>
359  553055_010   40800.000    747  Yes   No   Yes Black/African American
360  558837_010      36.000    807   No   No   Yes        White/Caucasian
361  555146_010  124000.000    618   No   No   Yes Black/African American
362  557244_010  130000.000    692   No   No    No        White/Caucasian
363  554443_010   30671.980    773  Yes   No   Yes        White/Caucasian
364  559342_020   21390.000    727  Yes   No   Yes Black/African American
365  552498_010       0.000    809   No   No    No Black/African American
366  558638_010   13332.000    851   No   No    No                  Other
367  554864_020  145000.000    634   No   No   Yes                   <NA>
368  559867_010  303916.197    803   No   No   Yes        White/Caucasian
369  553060_020  117000.000    628   No   No   Yes        White/Caucasian
370  550147_010   30000.000    714   No   No    No Black/African American
371  558290_010  349000.000    642   No   No   Yes        White/Caucasian
372  554486_010   50400.000    831  Yes   No    No Black/African American
373  554301_010  109200.000    618   No   No   Yes        White/Caucasian
374  556233_010  164000.000    642   No   No   Yes Black/African American
375  551299_010    1200.000    712   No   No    No                  Other
376  550186_010  277200.000    634   No   No   Yes        White/Caucasian
377  555737_020   96000.000    503   No   No   Yes                  Other
378  556734_010  157820.000    664   No   No   Yes        White/Caucasian
379  552079_010   70000.000    618   No   No    No        White/Caucasian
380  558252_010   13884.000    619  Yes   No   Yes Black/African American
381  558917_010  158440.000    626  Yes   No    No                   <NA>
382  555848_010       0.000    772   No   No   Yes Black/African American
383  558142_010   13200.000   1093  Yes   No   Yes        White/Caucasian
384  550183_020   55000.000    849   No   No    No                  Other
385  551723_020   27376.000    797  Yes   No    No                  Other
386  557456_020   25260.000    727   No   No    No        White/Caucasian
387  558837_010       0.000    807   No   No   Yes        White/Caucasian
388  550832_020   68400.000    638   No   No   Yes                   <NA>
389  557383_010   15400.000    796  Yes   No   Yes                  Other
390  557785_020  181200.000    626   No   No    No        White/Caucasian
391  559467_020  366280.000    669   No   No   Yes        White/Caucasian
392  552868_010   22846.000    756   No   No   Yes Black/African American
393  558309_010   12408.000    987   No   No   Yes                  Other
394  559055_010   13488.000    955   No   No    No        White/Caucasian
395  556345_010   21432.000    756  Yes  Yes    No                  Other
396  555900_010   68000.000    664   No   No   Yes                  Other
397  554594_010    1000.000    702  Yes   No   Yes Black/African American
398  558410_010  194000.000    616   No   No   Yes                   <NA>
399  559170_010   10000.000    650   No   No    No                   <NA>
400  551827_010   29760.000    753  Yes   No    No        White/Caucasian
401  550587_010   50000.000    801  Yes   No   Yes                  Other
402  552748_010   30436.000    758   No   No    No Black/African American
403  551579_010   22110.000    687   No  Yes    No        White/Caucasian
404  556859_010   57000.000    648   No   No   Yes                   <NA>
405  550698_010   46000.000    791  Yes   No   Yes Black/African American
406  552346_010   75700.000    608   No   No    No Black/African American
407  557690_010   24720.000    720  Yes   No    No                  Other
408  559806_020   55000.000    565   No   No    No                  Other
409  553646_010  225012.000    620   No   No   Yes                   <NA>
410  557269_010   75700.000    706   No  Yes   Yes                  Other
411  556549_010   13332.000    868  Yes   No    No                  Other
412  550310_010   34196.000    858  Yes   No   Yes Black/African American
413  559839_010  380300.000    638   No   No    No                  Other
414  558844_020   41688.000    513   No   No   Yes        White/Caucasian
415  552722_020   79000.000    603   No   No   Yes                   <NA>
416  552418_010   80724.000    797   No   No    No Black/African American
417  559213_010   50050.000    757   No   No    No Black/African American
418  552949_010  134000.000    646   No   No    No        White/Caucasian
419  555073_020  209782.624    676  Yes   No   Yes        White/Caucasian
420  554432_020  109000.000    855   No   No   Yes        White/Caucasian
421  556384_010   10752.000    792  Yes   No   Yes        White/Caucasian
422  559190_020  145400.000    653   No   No   Yes        White/Caucasian
423  557892_010   45240.000    976   No   No   Yes        White/Caucasian
424  558266_010   44929.000    680   No   No   Yes        White/Caucasian
425  554994_020  132848.000    662   No   No   Yes                   <NA>
426  554092_010   43896.000    898   No   No   Yes        White/Caucasian
427  551803_020  176000.000    600   No   No   Yes                   <NA>
428  557052_010   25032.000    605   No   No    No        White/Caucasian
429  554252_020  101338.000    588   No   No   Yes                  Other
430  559949_010    6192.000    760  Yes   No   Yes        White/Caucasian
431  554727_010   80000.000   1045   No   No    No Black/African American
432  553651_010   12168.000    925   No   No   Yes Black/African American
433  551046_010   16440.000    942  Yes   No   Yes Black/African American
434  558664_010   67290.000    692  Yes  Yes   Yes        White/Caucasian
435  559244_010  172000.000    664   No   No   Yes        White/Caucasian
436  558281_010   21800.000   1066  Yes   No    No                  Other
437  551845_010   40000.000    804  Yes   No   Yes Black/African American
438  559586_010  130010.000    664   No   No   Yes                  Other
439  557470_020  237000.000    665   No   No   Yes        White/Caucasian
440  557595_020   30500.000    758   No   No   Yes                  Other
441  556413_020  155000.000    670   No   No   Yes                  Other
442  559506_010   95824.000    665  Yes   No   Yes                   <NA>
443  558613_010  100000.000    653   No   No   Yes                   <NA>
444  555071_010  125000.000    611   No  Yes   Yes Black/African American
445  556073_010   11000.000    780  Yes   No    No Black/African American
446  556870_010   28264.000    815   No  Yes   Yes Black/African American
447  555767_010   30000.000    687   No   No    No Black/African American
448  556793_010     500.000    647   No   No   Yes                  Other
449  551108_010  118800.000    622   No   No   Yes        White/Caucasian
450  552989_020    1788.000    599   No   No   Yes        White/Caucasian
451  553480_010   22800.000    653  Yes   No   Yes        White/Caucasian
452  551087_020    3372.000    734   No   No    No        White/Caucasian
453  557038_010  110564.000    820   No   No   Yes Black/African American
454  552192_010   15624.000    679   No   No   Yes                  Other
455  557031_010   79534.000    627   No   No   Yes Black/African American
456  558099_010    9600.000    817   No   No   Yes                  Other
457  550516_010   13236.192    748   No   No   Yes Black/African American
458  551054_010   29100.000    685   No   No   Yes Black/African American
459  552544_010  198000.000    677   No   No   Yes        White/Caucasian
460  550753_020   52774.571    641   No   No    No        White/Caucasian
461  550832_020   69278.635    638   No   No   Yes                   <NA>
462  559342_020   21770.862    837   No   No   Yes Black/African American
463  551069_010   23850.000    899  Yes   No   Yes        White/Caucasian
464  552103_010   11796.000    647   No   No    No Black/African American
465  557104_010   67000.000    736  Yes   No    No Black/African American
466  557967_010  267060.000    658   No   No   Yes        White/Caucasian
467  551762_020   80280.000    523   No   No   Yes        White/Caucasian
468  558246_010  147000.000    666   No   No   Yes        White/Caucasian
469  559819_010    1200.000    622   No   No   Yes        White/Caucasian
470  557025_010   91500.000    745   No   No   Yes                  Other
471  551179_020  250800.000    689   No   No   Yes Black/African American
472  550581_020   22564.000    845   No   No   Yes        White/Caucasian
473  557470_020  236000.000    670   No   No   Yes        White/Caucasian
474  557268_010   46344.000    765   No   No   Yes Black/African American
475  557889_010       0.000    747   No   No    No                  Other
476  559587_020   49000.000    992   No   No   Yes        White/Caucasian
477  555085_020       0.000    681   No   No    No                  Other
478  551121_010   39640.000    767  Yes   No   Yes                  Other
479  556453_020   37860.000    774  Yes   No    No Black/African American
480  556200_010  136817.000    644   No   No   Yes        White/Caucasian
481  556381_010  177000.000    655   No   No   Yes        White/Caucasian
482  555822_010   53005.000    636  Yes   No   Yes                   <NA>
483  559983_020  349000.000    762  Yes   No   Yes        White/Caucasian
484  555946_010       0.000    772   No   No    No Black/African American
485  555620_010  131080.000    633   No   No   Yes Black/African American
486  550614_020  165520.000    574   No   No   Yes        White/Caucasian
487  559659_010   65000.000    767   No   No   Yes Black/African American
488  558703_010   18002.000    652  Yes   No   Yes                   <NA>
489  559002_010   98400.000    648   No   No   Yes Black/African American
490  555176_010   78400.000    787   No   No   Yes Black/African American
491  559683_010   91300.000    692   No   No    No        White/Caucasian
492  553413_010   87000.000    769   No  Yes    No                  Other
493  559898_020  140000.000    611   No   No   Yes        White/Caucasian
494  556709_010   18720.000    836  Yes   No    No Black/African American
495  552741_010   45600.000    667  Yes   No   Yes Black/African American
496  551803_010  175536.000    636   No   No   Yes                   <NA>
497  559425_020   87706.076    643   No   No   Yes        White/Caucasian
498  557559_020  135000.000    809   No   No   Yes Black/African American
499  553267_010       0.000    851   No   No   Yes                  Other
500  556131_010   22000.000    611  Yes   No   Yes Black/African American
501  555601_010   59040.000    700  Yes   No   Yes Black/African American
502  553993_010   90000.000    794   No   No   Yes                  Other
503  559133_010   22800.000    987   No   No    No Black/African American
504  554006_010   26792.000    894  Yes   No    No        White/Caucasian
505  550173_010  318283.858    628   No   No   Yes Black/African American
506  550299_020   72600.000    601  Yes   No    No                   <NA>
507  553413_020   87010.000    771  Yes   No   Yes                  Other
508  558096_010   10000.000    951  Yes   No   Yes                  Other
509  556741_010   60924.000    649   No   No    No                  Other
510  552868_010   22908.000    756   No   No   Yes Black/African American
511  551222_010  135000.000    641   No   No   Yes                   <NA>
512  559235_020   99200.000    630   No   No    No                   <NA>
513  559752_010   45455.000    815   No   No   Yes Black/African American
514  550962_020   47131.499    625  Yes   No   Yes Black/African American
515  559785_020   75520.000    684   No   No   Yes                  Other
516  559523_010   46260.196    830   No   No    No Black/African American
517  555314_010   19200.000   1012  Yes   No    No Black/African American
518  551827_010   29544.000    753  Yes   No    No        White/Caucasian
519  559587_010   49100.000    855   No   No   Yes        White/Caucasian
520  557574_010   15000.000    749   No   No   Yes                  Other
521  559245_010   15500.000    922   No   No   Yes Black/African American
522  554911_010   68403.000    891   No   No   Yes                  Other
523  556712_010   91520.000    702  Yes   No    No Black/African American
524  552363_020   76000.000    591   No   No   Yes        White/Caucasian
525  557322_010  119123.052    800   No   No    No Black/African American
526  555515_010   70512.000    624   No   No   Yes        White/Caucasian
527  554149_010   72000.000    627   No   No   Yes                   <NA>
528  555792_010  308584.288    687   No   No   Yes        White/Caucasian
529  550239_020    8940.000    579   No   No   Yes        White/Caucasian
530  556090_010   76464.000    611   No   No   Yes        White/Caucasian
531  554233_020  235960.000    591   No   No   Yes        White/Caucasian
532  552590_010   19500.000    749   No   No   Yes        White/Caucasian
533  556311_010  162000.000    903   No   No    No Black/African American
534  559494_020      60.000    457   No   No    No        White/Caucasian
535  554471_020  123759.964    578   No   No   Yes        White/Caucasian
536  557263_020   64000.000    558   No   No    No        White/Caucasian
537  558747_010   13032.000    658  Yes   No    No                  Other
538  552346_010   75563.157    608   No   No    No                  Other
539  552613_010   76000.000    619   No   No   Yes        White/Caucasian
540  557371_010   42000.000    819   No   No    No        White/Caucasian
541  551944_020  135024.000    630   No   No   Yes                   <NA>
542  559341_010   20000.000    668   No   No   Yes Black/African American
543  553721_010   37978.774    662  Yes   No    No        White/Caucasian
544  558917_010  158000.000    626  Yes   No    No                   <NA>
545  554994_020  132036.000    662   No   No   Yes                   <NA>
546  551098_010  285000.000    650   No   No    No        White/Caucasian
547  556249_020  675800.000    607   No   No   Yes                  Other
548  553654_010  111000.000    655  Yes   No    No                   <NA>
549  552766_010   17520.000    891   No   No   Yes Black/African American
550  559734_020  109000.000    602   No   No    No                   <NA>
551  553393_010    6800.000    630   No   No    No        White/Caucasian
552  551991_010   32520.000    643   No   No    No Black/African American
553  557093_010   79974.000    740  Yes   No   Yes                  Other
554  555249_010       0.000    636   No   No    No                   <NA>
555  556428_010   42000.000    800  Yes   No   Yes Black/African American
556  553849_010   15920.000    925  Yes   No    No                  Other
557  552989_010    2000.000    690   No   No    No        White/Caucasian
558  552734_010   17424.000    644   No   No   Yes Black/African American
559  559587_010   48515.000    855   No   No   Yes        White/Caucasian
560  559843_020   68403.000    679   No   No    No        White/Caucasian
561  551279_010     300.000    651   No   No   Yes Black/African American
562  551444_010   12012.000    791   No   No   Yes Black/African American
563  554819_010  162000.000    627   No   No   Yes        White/Caucasian
564  551372_010   17000.000    677   No   No   Yes        White/Caucasian
565  551548_010   24836.000    733  Yes   No   Yes Black/African American
566  554003_010   16212.000    685  Yes   No   Yes Black/African American
567  554852_010   21802.756    607   No   No    No                   <NA>
568  555663_010   90000.000    677   No   No   Yes                  Other
569  551188_010   19920.000    681  Yes  Yes    No                  Other
570  558391_020   50212.000    644  Yes   No    No        White/Caucasian
571  559170_010   10000.000    649   No   No    No                   <NA>
572  553699_010   10968.000    761   No  Yes    No        White/Caucasian
573  554655_010   14796.000    642  Yes   No   Yes        White/Caucasian
574  556018_010   55000.000    635   No   No   Yes        White/Caucasian
575  559867_010  308000.000    804   No   No   Yes        White/Caucasian
576  553237_010   14880.000    678  Yes   No   Yes                  Other
577  558191_010  248463.477    706   No   No   Yes                   <NA>
578  550902_010   12000.000    620   No   No    No        White/Caucasian
579  552777_010   32520.000    922  Yes   No    No        White/Caucasian
580  556394_020   31200.000    715   No   No    No        White/Caucasian
581  556499_010   53200.000    754   No   No   Yes Black/African American
582  556865_010   70000.000    635   No   No   Yes Black/African American
583  550240_020   48000.000    867  Yes   No   Yes        White/Caucasian
584  559093_020   50712.948    566   No   No   Yes Black/African American
585  552741_010   45760.000    674  Yes   No   Yes Black/African American
586  557020_020  218690.633    641   No   No   Yes        White/Caucasian
587  557856_010   11604.000    743   No   No    No                  Other
588  553341_010   24324.000    616   No  Yes   Yes                   <NA>
589  551914_010   82000.000    633   No   No   Yes Black/African American
590  557391_020   25092.000    791  Yes   No    No        White/Caucasian
591  552423_020     203.000    666   No   No    No Black/African American
592  551305_010  200900.000    648   No   No   Yes        White/Caucasian
593  558293_010   82000.000    635   No   No   Yes        White/Caucasian
594  550918_010   22416.000    731   No   No    No Black/African American
595  554146_010   44485.048    747   No   No   Yes                  Other
596  550753_010   52600.000    706  Yes   No    No        White/Caucasian
597  552034_010   27000.000    834   No   No    No Black/African American
598  552418_010   80800.000    797   No   No    No Black/African American
599  558138_020  132003.000    556   No   No   Yes        White/Caucasian
600  556381_010  177000.000    655   No   No   Yes        White/Caucasian
601  551156_020  196000.000    544   No   No    No                   <NA>
602  551761_020   31000.000    759  Yes   No   Yes Black/African American
603  554247_020   22004.000    886  Yes   No    No        White/Caucasian
604  559551_010    4772.000    673   No   No    No Black/African American
605  552656_020  158800.000    664   No   No    No        White/Caucasian
606  556398_010       0.000    804  Yes   No   Yes        White/Caucasian
607  553258_010   68240.000    872   No   No    No Black/African American
608  557061_010   21000.000    644   No   No   Yes Black/African American
609  553904_010    6216.000    653   No   No   Yes                   <NA>
610  556260_010  147580.000    637   No   No   Yes        White/Caucasian
611  555951_010   53428.000    829  Yes   No    No Black/African American
612  558082_010   15324.000    988   No   No    No Black/African American
613  552874_010   42281.000    757   No   No   Yes        White/Caucasian
614  556154_010  262500.000    656   No   No    No Black/African American
615  553118_020   29436.000    613   No  Yes    No                   <NA>
616  555653_010  120000.000    622   No   No   Yes                   <NA>
617  552748_020   30500.000    757   No   No    No Black/African American
618  558844_020   41540.775    514   No   No   Yes        White/Caucasian
619  554818_010   76033.000    719   No   No   Yes Black/African American
620  552104_020   19040.000    616   No  Yes   Yes        White/Caucasian
621  554846_010   16800.000    746   No   No   Yes Black/African American
622  550920_020   16572.000    721  Yes   No   Yes        White/Caucasian
623  552065_010   18231.333    848   No   No   Yes Black/African American
624  553776_010  336000.000    658  Yes   No    No                   <NA>
625  557767_010   10800.000    818   No   No   Yes        White/Caucasian
626  550661_010   22217.000    651  Yes   No    No        White/Caucasian
627  557104_010   67000.000    735  Yes   No    No Black/African American
628  552193_010  103606.365    686  Yes   No   Yes                  Other
629  556433_010       0.000    670   No   No    No                   <NA>
630  551789_010   43200.000    671  Yes   No   Yes                   <NA>
631  558938_010   45455.000    645  Yes   No    No Black/African American
632  554847_010    3492.000    627   No   No   Yes                   <NA>
633  555877_010  122000.000    646  Yes  Yes   Yes        White/Caucasian
634  559269_010  101156.000    649   No   No   Yes        White/Caucasian
635  551414_020       0.000    739   No   No    No        White/Caucasian
636  559223_010   70000.000    591   No   No   Yes Black/African American
637  555262_010  253820.000    627   No   No   Yes        White/Caucasian
638  557775_010   59000.000    641   No   No   Yes        White/Caucasian
639  553055_020   40950.000    660  Yes   No   Yes Black/African American
640  558264_010   28336.000    702   No   No   Yes Black/African American
641  556516_010  206000.000    675   No   No   Yes        White/Caucasian
642  552154_020   10920.000    597   No   No    No        White/Caucasian
643  550147_010   30174.637    716   No   No    No Black/African American
644  557407_010   43200.000    634  Yes  Yes    No Black/African American
645  556741_010   60819.000    648   No   No    No                  Other
646  556833_010   72872.000    649   No   No   Yes        White/Caucasian
647  555405_020   70000.000    637   No   No   Yes                  Other
648  550661_010   21925.987    641  Yes   No    No        White/Caucasian
649  556088_010   10080.000   1053  Yes   No    No Black/African American
650  554154_020   44000.000    673   No   No   Yes        White/Caucasian
651  556301_010  111355.000    662   No   No    No Black/African American
652  551645_010   22256.400    865  Yes   No   Yes        White/Caucasian
653  552544_010  200100.000    677   No   No   Yes        White/Caucasian
654  555931_010  325480.000    655   No   No   Yes                  Other
655  555800_010   48515.000    873  Yes   No   Yes                   <NA>
656  550698_010   46000.000    742  Yes   No   Yes Black/African American
657  554152_020  325480.000    684   No   No   Yes        White/Caucasian
658  558187_020  102000.000    607   No  Yes   Yes        White/Caucasian
659  553951_020   76000.000    629   No   No    No                  Other
660  557268_010   46236.000    765   No   No   Yes Black/African American
661  557649_010   87706.076    729   No   No   Yes Black/African American
662  556886_020  157820.000    652   No   No   Yes                   <NA>
663  558543_020  276881.000    772  Yes   No   Yes        White/Caucasian
664  555915_020   74000.000    653   No   No   Yes        White/Caucasian
665  557657_010  263000.000    627   No   No   Yes Black/African American
666  554953_010   31500.000    643   No   No    No        White/Caucasian
667  558859_010   75000.000    650   No   No   Yes        White/Caucasian
668  557802_010   40800.000    808   No   No   Yes Black/African American
669  554624_010   26008.000   1100  Yes   No    No                  Other
670  557048_010  131080.000    713  Yes   No    No Black/African American
671  551073_010    3400.000    650   No   No   Yes                  Other
672  554344_010   59040.000    844   No   No   Yes Black/African American
673  552192_010   15254.301    679   No   No   Yes                  Other
674  551132_020  109000.000    679   No   No   Yes        White/Caucasian
675  559346_010   84000.000    877   No   No   Yes Black/African American
676  556453_020   37860.000    782  Yes   No    No Black/African American
677  559907_010       0.000    690   No   No   Yes                  Other
678  554117_020   84400.000    633   No   No   Yes        White/Caucasian
679  558158_010   50000.000    685   No   No   Yes Black/African American
680  558626_010   80620.000    671   No   No   Yes                   <NA>
681  556779_010  121200.000    684   No   No   Yes        White/Caucasian
682  554003_010   16212.000    685  Yes   No   Yes Black/African American
683  554793_010   38608.344    770  Yes   No   Yes Black/African American
684  556149_010   16416.000    714   No   No   Yes                  Other
685  552504_010    6457.206    670   No   No   Yes        White/Caucasian
686  555586_010   29040.000    657   No   No   Yes                   <NA>
687  558069_010   30000.000    810   No  Yes   Yes Black/African American
688  556675_010  115000.000    691   No   No   Yes                  Other
689  551806_020  535269.708    554   No   No   Yes        White/Caucasian
690  559103_020  348924.754    566   No   No   Yes        White/Caucasian
691  550516_010   13236.000    750   No   No   Yes Black/African American
692  553262_010   17796.000    632   No   No    No        White/Caucasian
693  558450_020  160120.000    637   No   No   Yes        White/Caucasian
694  558380_010    4644.000    758   No   No    No        White/Caucasian
695  550827_010   88690.000    780   No   No   Yes        White/Caucasian
696  558293_010   81184.000    635   No   No   Yes        White/Caucasian
697  556570_010   92760.000    711   No   No   Yes Black/African American
698  558316_010   25764.286    804  Yes   No    No                  Other
699  555241_010   14712.000    635   No   No   Yes Black/African American
700  557111_020   38220.000    959  Yes   No    No Black/African American
701  555545_010    3372.000    720   No   No   Yes Black/African American
702  551214_010     203.000    798  Yes   No   Yes                  Other
703  556943_020   13824.000    641   No   No   Yes                  Other
704  558629_020  389080.000    835   No   No    No        White/Caucasian
705  558511_010   47960.000    610  Yes   No    No                   <NA>
706  553826_010  175000.000    765   No   No   Yes        White/Caucasian
707  558841_010  162000.000    628   No   No   Yes        White/Caucasian
708  557351_020  107680.000    815   No   No    No Black/African American
709  550156_020  287339.246    612   No   No    No        White/Caucasian
710  554874_010   29000.000    720  Yes   No    No Black/African American
711  557721_020   60276.000    644   No   No    No        White/Caucasian
712  558985_010   13728.000    651  Yes   No    No                  Other
713  551944_010  135616.756    612   No   No   Yes                   <NA>
714  552329_010   20716.000    666   No   No   Yes        White/Caucasian
715  553815_020  173051.899    457   No   No   Yes                   <NA>
716  559840_010  182700.000    658   No   No   Yes                   <NA>
717  556088_010   10000.000   1052  Yes   No    No Black/African American
718  550503_010   21200.000    955   No   No    No        White/Caucasian
719  551412_020   72600.000    680   No   No   Yes        White/Caucasian
720  554479_010   15345.000    669   No   No    No Black/African American
721  555476_020  325480.000    641   No   No   Yes        White/Caucasian
722  557375_010     500.000    623  Yes  Yes   Yes        White/Caucasian
723  556717_020  357000.000    665   No   No   Yes                   <NA>
724  554706_010  312198.000    691   No   No   Yes Black/African American
725  556760_010  800600.000    607   No   No   Yes                   <NA>
726  559839_010  376139.620    638   No   No    No                  Other
727  557571_010   22848.000    818  Yes  Yes    No Black/African American
728  559644_010   13872.000    736  Yes  Yes   Yes        White/Caucasian
729  553505_020  246700.000    570   No   No   Yes        White/Caucasian
730  558366_010  152000.000    677   No   No   Yes        White/Caucasian
731  555952_020  103000.000    612  Yes   No    No        White/Caucasian
732  557804_020    2400.000    713  Yes   No    No Black/African American
733  556431_020  118000.000    629  Yes   No    No                   <NA>
734  551054_010   29000.000    685   No   No   Yes Black/African American
735  558001_010   54240.000    646   No   No   Yes                  Other
736  558617_010   68000.000    701  Yes   No   Yes        White/Caucasian
737  550887_010   28680.000    671   No   No   Yes                   <NA>
738  552780_020   98000.000    853   No   No   Yes                  Other
739  551806_020  533260.399    557   No   No   Yes        White/Caucasian
740  551761_010   31000.000    882   No   No   Yes Black/African American
741  554961_010   63915.000    651   No   No    No                   <NA>
742  555679_010   30000.000    686   No   No   Yes                   <NA>
743  551461_020   76000.000    633   No   No    No        White/Caucasian
744  554098_010    7800.000    677   No   No   Yes                   <NA>
745  551808_020   19248.000    843   No   No   Yes Black/African American
746  559069_020  189003.000    695   No   No    No        White/Caucasian
747  552843_010   17832.000    937   No   No   Yes        White/Caucasian
748  553206_010    3604.000    656  Yes   No   Yes Black/African American
749  557983_010   11840.000    824   No   No    No                   <NA>
750  559501_010  228533.430    658   No   No    No        White/Caucasian
751  555797_010    1980.000    622   No   No   Yes                   <NA>
752  556175_010  220000.000    650   No   No   Yes        White/Caucasian
753  550860_010   93200.000    823   No   No   Yes Black/African American
754  555578_010   13824.000    725   No   No   Yes Black/African American
755  556990_010   70000.000    630   No   No   Yes        White/Caucasian
756  555955_010   10920.000   1070  Yes   No    No Black/African American
757  551950_020   37978.774    823   No   No   Yes        White/Caucasian
758  559002_010   98137.254    645   No   No   Yes Black/African American
759  557461_010  407606.754    660  Yes   No   Yes        White/Caucasian
760  556483_010  180640.000    629   No   No   Yes Black/African American
761  557966_010  130000.000    653   No   No   Yes                   <NA>
762  556008_020  209782.624    566  Yes   No   Yes        White/Caucasian
763  559587_020   49100.000    861   No   No   Yes        White/Caucasian
764  556541_010    9208.000    689   No   No    No Black/African American
765  557902_010   15264.000    862   No   No   Yes        White/Caucasian
766  550183_010   55000.000    879   No   No    No                  Other
767  557225_010   15252.000    618  Yes  Yes    No                   <NA>
768  559515_020  218690.633    809  Yes   No   Yes Black/African American
769  551779_010  637040.695    764   No   No   Yes Black/African American
770  552775_020  117050.000    580   No   No   Yes                   <NA>
771  552011_010   61537.649    628   No   No    No Black/African American
772  552638_020  137000.000    527   No   No   Yes                   <NA>
773  555037_010   72000.000    615   No   No   Yes                   <NA>
774  557963_010   88689.000    685   No  Yes    No                   <NA>
775  553446_010   17592.000    605   No   No    No                   <NA>
776  556323_020  122012.000    662   No   No   Yes        White/Caucasian
777  558156_010   17964.000    903   No   No    No                  Other
778  551646_010   51200.000    679   No   No   Yes                   <NA>
779  554591_020  127020.000    582   No   No   Yes Black/African American
780  559373_010   13032.000    625   No   No   Yes                   <NA>
781  552339_010   11748.000    662  Yes   No    No        White/Caucasian
782  555931_010  332712.192    656   No   No   Yes                  Other
783  557384_010   37700.000    862  Yes   No   Yes Black/African American
784  555086_010  109120.000    657   No  Yes    No                   <NA>
785  556424_010   49000.000    622   No   No   Yes        White/Caucasian
786  553935_010   19086.000    836   No   No    No Black/African American
787  557253_010   30671.980    891  Yes   No   Yes        White/Caucasian
788  553852_010       0.000    635   No   No   Yes        White/Caucasian
789  554789_020  149048.000    745   No   No   Yes Black/African American
790  551110_010   13806.325    823   No   No    No Black/African American
791  556873_010  131080.000    843  Yes   No   Yes        White/Caucasian
792  559812_010   51200.000    686   No  Yes   Yes Black/African American
793  557223_020   30300.000    773   No   No   Yes        White/Caucasian
794  559283_010   52774.571    636  Yes   No   Yes                   <NA>
795  559353_010   38536.101    617   No   No    No        White/Caucasian
796  557141_010   96428.000    638  Yes   No   Yes        White/Caucasian
797  558131_010  168000.000    674   No   No   Yes        White/Caucasian
798  555578_020   14148.000    701   No   No   Yes Black/African American
799  557965_010  287339.246    613   No   No   Yes        White/Caucasian
800  558115_010       0.000    675  Yes   No    No                   <NA>
801  558052_010   10000.000    681  Yes  Yes   Yes        White/Caucasian
802  552681_010   51000.000    624   No   No   Yes Black/African American
803  559379_010  105000.000    616   No   No    No                   <NA>
804  558867_010   37079.926    816   No   No   Yes Black/African American
805  559229_020  418024.000    574  Yes   No   Yes        White/Caucasian
806  555785_020   30598.050    496   No   No    No                   <NA>
807  550569_020  320000.000    642   No   No   Yes        White/Caucasian
808  554154_020   43760.000    673  Yes   No   Yes        White/Caucasian
809  552192_010   15600.000    679   No   No   Yes                  Other
810  552949_020  134000.000    651   No   No    No        White/Caucasian
811  557892_020   45240.000    980   No   No    No        White/Caucasian
812  553280_020   50000.000    486   No   No    No                   <NA>
813  554604_020   21600.000    621   No   No   Yes                   <NA>
814  555209_010  364400.000    630   No   No   Yes        White/Caucasian
815  554840_010   30869.000    663  Yes   No   Yes                  Other
816  559785_010   75520.000    675  Yes  Yes   Yes        White/Caucasian
817  550299_010   72600.000    669   No   No   Yes                   <NA>
818  554772_010   19604.000   1048   No   No   Yes Black/African American
819  552874_020   42300.000    787   No   No   Yes        White/Caucasian
820  556768_020   41208.000    866   No   No    No                  Other
821  559010_010   20908.000    812   No   No   Yes Black/African American
822  559928_010    3959.941    644   No   No   Yes        White/Caucasian
823  553413_020   87000.000    771  Yes   No   Yes                  Other
824  557909_020   51682.000    418   No   No   Yes                  Other
825  554773_010   60000.000    749   No   No    No Black/African American
826  559734_010  108836.000    663   No   No    No                   <NA>
827  552780_020   99200.000    849   No   No   Yes                  Other
828  554655_010   15024.000    642  Yes   No   Yes        White/Caucasian
829  556876_010   90000.000    788   No   No   Yes        White/Caucasian
830  559820_010  176000.000    635   No   No   Yes        White/Caucasian
831  559984_010   15600.000    909   No   No    No        White/Caucasian
832  556983_020  148000.000    614   No   No    No                   <NA>
833  552184_010   10200.000    646  Yes   No   Yes                   <NA>
834  559573_010    1788.000    771  Yes   No   Yes        White/Caucasian
835  552314_010   70000.000    774   No   No   Yes Black/African American
836  554301_020  109000.000    589   No   No   Yes        White/Caucasian
837  552154_020   10968.000    596   No   No    No        White/Caucasian
838  555210_010   23808.000    819  Yes   No    No Black/African American
839  555336_010   35000.000    797   No   No   Yes Black/African American
840  559691_010   71000.000    609   No   No    No        White/Caucasian
841  559341_010   20100.000    668   No   No   Yes Black/African American
842  552100_010  178080.000    760   No   No   Yes Black/African American
843  556796_010   36682.528    610   No   No   Yes        White/Caucasian
844  550316_010   19332.000    796   No   No   Yes                  Other
845  558191_010  243600.000    667   No   No   Yes                   <NA>
846  556666_020  186600.000    570   No   No    No        White/Caucasian
847  552812_010  153404.000    655  Yes   No   Yes Black/African American
848  552786_010   39154.111    718  Yes   No   Yes                  Other
849  555506_010   25274.273    607   No  Yes    No                   <NA>
850  558939_020  145000.000    741   No   No   Yes                  Other
851  554006_010   26420.000    896  Yes   No    No        White/Caucasian
852  553707_010   37978.774   1016   No   No   Yes                  Other
853  559567_010   37181.174    825   No   No    No Black/African American
854  554144_010   31616.000    663   No   No    No                   <NA>
855  550688_010   19100.000    621  Yes  Yes   Yes                  Other
856  557480_010       0.000    617  Yes   No    No                  Other
857  553914_020  250800.000    612   No   No   Yes                   <NA>
858  552660_020   37200.000    924   No   No    No Black/African American
859  556148_020   36024.000    919   No   No   Yes        White/Caucasian
860  559912_020  133000.000    682   No   No   Yes        White/Caucasian
861  559431_020  115000.000    614   No   No   Yes                  Other
862  554069_010   13149.386    804   No   No   Yes Black/African American
863  552681_010   51311.000    624   No   No   Yes                  Other
864  558629_010  383500.000    835   No   No    No        White/Caucasian
865  557118_010   22846.000    626   No   No   Yes                  Other
866  557320_020  164000.000    571   No   No   Yes        White/Caucasian
867  553775_010  101036.000    652  Yes   No   Yes                  Other
868  555663_010   89670.804    682   No   No   Yes                  Other
869  551833_010   83800.000    637   No   No   Yes                   <NA>
870  553994_020   10968.000    615  Yes  Yes    No        White/Caucasian
871  555073_020  212942.661    667   No   No   Yes        White/Caucasian
872  555797_010    2000.000    622   No   No   Yes                   <NA>
873  558281_010   21500.000   1063  Yes   No    No                  Other
874  550683_010  306283.154    635  Yes   No   Yes Black/African American
875  554972_020   46892.000    556   No   No   Yes Black/African American
876  555294_010   22110.000    641   No   No    No                   <NA>
877  558441_010  308000.000    640   No   No   Yes                   <NA>
878  554330_020  161000.000    676  Yes   No   Yes        White/Caucasian
879  553780_020  383500.000    672   No   No   Yes Black/African American
880  551412_020   73120.000    680   No   No   Yes        White/Caucasian
881  553534_010  104400.000    655   No   No   Yes                   <NA>
882  554449_010  263279.733    699   No   No   Yes Black/African American
883  552332_020  122600.000    769  Yes   No   Yes        White/Caucasian
884  556579_010   18049.141    866  Yes   No    No                  Other
885  554256_020   13872.000    669   No   No    No                  Other
886  556453_020   37800.000    774  Yes   No    No Black/African American
887  551748_010  100000.000    661   No   No   Yes        White/Caucasian
888  555601_020   59040.000    735  Yes   No   Yes Black/African American
889  554899_020   33663.623    493  Yes   No   Yes        White/Caucasian
890  558174_020  141276.000    939   No  Yes   Yes        White/Caucasian
891  553771_010   12420.000    656  Yes   No   Yes                  Other
892  556878_020   94400.000    568   No   No   Yes        White/Caucasian
893  556185_010   18840.000    772   No   No    No Black/African American
894  556200_010  136817.000    644   No   No   Yes        White/Caucasian
895  550790_020  418024.000    569   No   No   Yes                   <NA>
896  550967_020   84600.000    767  Yes   No    No Black/African American
897  555274_010   47400.000    698  Yes   No    No                  Other
898  556069_010   16800.000    895   No   No   Yes Black/African American
899  556675_020  115000.000    576   No   No   Yes                  Other
900  558252_010   13806.325    619  Yes   No   Yes Black/African American
901  556495_020   55000.000    608   No   No    No                   <NA>
902  556995_010  102784.980    652   No   No   Yes                   <NA>
903  554851_010    6140.000    968  Yes   No   Yes        White/Caucasian
904  550686_010   28680.000    701   No   No    No        White/Caucasian
905  552118_020  101338.000    746   No   No   Yes                  Other
906  554690_020  120000.000    595   No   No   Yes        White/Caucasian
907  554172_010   31000.000    735   No   No   Yes                  Other
908  559286_010   85000.000    807   No   No    No Black/African American
909  556437_020    2916.000    640   No   No   Yes                   <NA>
910  554864_020  145000.000    633   No   No   Yes                   <NA>
911  556050_010  238400.000    646   No   No   Yes        White/Caucasian
912  559416_010   52000.000    680   No   No   Yes Black/African American
913  559071_010       0.000    706   No   No   Yes        White/Caucasian
914  559750_010   28932.000    833   No   No   Yes                  Other
915  556634_010   24960.000    611   No   No    No                   <NA>
916  558252_010   14160.000    620  Yes   No   Yes Black/African American
917  552721_010   14113.430    891  Yes   No   Yes Black/African American
918  553948_020  118000.000    782  Yes   No   Yes Black/African American
919  559587_020   48200.000    812   No   No   Yes        White/Caucasian
920  558546_010   11880.000    726   No   No   Yes                  Other
921  557855_010   32580.000    714  Yes   No   Yes Black/African American
922  552819_010  276881.000    673   No   No   Yes                   <NA>
923  557538_020    4320.000    667   No   No   Yes        White/Caucasian
924  556441_010   20000.000    711   No   No   Yes Black/African American
925  559600_020   70020.000    664   No   No   Yes                   <NA>
926  556424_020   48200.000    544  Yes   No    No        White/Caucasian
927  552228_010   12000.000    660   No   No   Yes                   <NA>
928  555650_010   53400.000    668   No   No   Yes        White/Caucasian
929  557014_010   46793.034    988  Yes   No    No Black/African American
930  558897_010   12251.412    618   No   No    No        White/Caucasian
931  559269_020  100960.000    615   No   No   Yes        White/Caucasian
932  559292_010       0.000    681   No   No   Yes Black/African American
933  554152_020  327000.000    684   No   No   Yes        White/Caucasian
934  557461_020  404000.000    606  Yes   No   Yes        White/Caucasian
935  555163_010  200000.000    651   No   No    No        White/Caucasian
936  558155_010   16320.000    706  Yes   No    No Black/African American
937  559691_010   70800.000    609   No   No    No        White/Caucasian
938  551092_010   99000.000    679   No   No   Yes                   <NA>
939  558671_020   30869.000    909  Yes   No    No        White/Caucasian
940  555351_010   69278.635    646   No   No   Yes Black/African American
941  553574_010  100000.000    641   No   No   Yes Black/African American
942  551512_010   19380.000    779   No   No   Yes        White/Caucasian
943  556666_020  188000.000    569   No   No    No        White/Caucasian
944  559762_010   73537.000    656   No   No   Yes        White/Caucasian
945  550166_010  356087.063    653  Yes   No   Yes        White/Caucasian
946  552816_020       0.000    764   No   No   Yes        White/Caucasian
947  553227_010   14796.000    676   No   No   Yes        White/Caucasian
948  556240_010   15000.000    689   No   No   Yes Black/African American
949  555152_010  707600.000    661   No   No   Yes        White/Caucasian
950  551660_010   24132.000    855   No   No   Yes Black/African American
951  555192_020   19716.000   1060   No  Yes   Yes                  Other
952  558532_020   60200.000    663   No   No    No                   <NA>
953  552490_010    5860.000    862   No   No    No Black/African American
954  557811_010  148060.000    619  Yes   No   Yes        White/Caucasian
955  551144_010   19500.000    927   No   No    No        White/Caucasian
956  552971_010   21000.000    813  Yes  Yes   Yes Black/African American
957  556869_010   69479.000    885  Yes   No    No Black/African American
958  556541_010    8880.000    682   No   No    No Black/African American
959  553399_020  212942.661    861   No   No    No Black/African American
960  553114_010  156204.000    629   No   No   Yes                   <NA>
961  552179_010   35000.000    626   No   No   Yes                   <NA>
962  559408_010   68403.000    862   No   No   Yes        White/Caucasian
963  559842_010  250080.000    629  Yes   No   Yes        White/Caucasian
964  551442_010   25405.000    704   No   No    No Black/African American
965  550661_010   22004.000    651  Yes   No    No        White/Caucasian
966  554238_020   62862.000    912   No   No   Yes        White/Caucasian
967  556121_010    9750.000    661  Yes   No    No                   <NA>
968  551940_010  119008.000    672   No   No   Yes        White/Caucasian
969  550183_010   55000.000    879   No   No    No                  Other
970  552510_010   93809.033    625   No   No   Yes        White/Caucasian
971  553319_010   59404.000    634   No   No   Yes                   <NA>
972  558344_010   75520.000    654  Yes   No   Yes                   <NA>
973  553315_020   56003.000    735   No   No   Yes        White/Caucasian
974  555578_010   13860.000    726   No   No   Yes Black/African American
975  559094_010   26400.000    642   No   No   Yes Black/African American
976  550920_010   16392.679    731  Yes   No   Yes                   <NA>
977  554449_010  258224.000    698   No   No   Yes Black/African American
978  550428_010   55000.000    713   No   No   Yes Black/African American
979  559129_010   23200.000    700   No   No   Yes                  Other
980  556323_010  122036.000    635   No   No   Yes        White/Caucasian
981  554569_010   33972.000    894   No   No    No Black/African American
982  552976_020  147012.000    581   No   No   Yes                   <NA>
983  559707_010  136656.000    643   No   No   Yes                   <NA>
984  557924_020  116500.000    627   No   No    No        White/Caucasian
985  557446_010   65000.000    663   No  Yes    No        White/Caucasian
986  551380_010  104400.000    654   No   No   Yes        White/Caucasian
987  551944_020  135024.000    635   No   No   Yes                   <NA>
988  550156_010  289000.000    612   No   No    No        White/Caucasian
989  554069_010   12960.000    823   No   No   Yes Black/African American
990  555697_020   15192.000    654  Yes   No   Yes        White/Caucasian
991  551110_010   13843.000    823   No   No    No Black/African American
992  557786_010   45000.000    740   No   No   Yes Black/African American
993  557965_020  289000.000    568   No   No   Yes        White/Caucasian
994  550295_010   25260.000    627  Yes   No   Yes        White/Caucasian
995  559586_010  129600.000    664   No   No   Yes                  Other
996  552231_010  102200.000    632   No   No   Yes                   <NA>
997  559649_010   53400.000    733   No   No   Yes Black/African American
998  554247_020   22000.000    980  Yes   No    No        White/Caucasian
999  553121_010    7200.000    677   No   No   Yes        White/Caucasian
1000 552025_010  116500.000    619   No   No   Yes Black/African American
1001 558568_020   52000.000    804  Yes   No    No Black/African American
1002 553757_020  267060.000    621   No   No   Yes        White/Caucasian
1003 553948_020  118000.000    782  Yes   No   Yes Black/African American
1004 556249_020  711600.000    607   No   No   Yes                  Other
1005 553399_010  209782.624    862   No   No    No Black/African American
1006 557630_020   55012.000    590   No   No   Yes        White/Caucasian
1007 556390_010   12000.000    632   No   No   Yes        White/Caucasian
1008 556869_010   70080.000    885  Yes   No    No Black/African American
1009 557320_020  164000.000    574   No   No   Yes        White/Caucasian
1010 555004_010   15000.000    620   No   No   Yes                  Other
1011 550239_010    8940.000    639   No   No   Yes Black/African American
1012 557889_010       0.000    752   No   No    No                  Other
1013 559973_010  150512.000    652  Yes   No    No        White/Caucasian
1014 556300_020  385000.000    636   No   No    No                   <NA>
1015 550201_020  281000.000    484   No   No   Yes        White/Caucasian
1016 552118_020  101400.000    665   No   No   Yes                  Other
1017 551759_010  134000.000    659   No   No   Yes        White/Caucasian
1018 557111_010   38452.000    911  Yes   No   Yes Black/African American
1019 559603_020  105000.000    813  Yes   No   Yes Black/African American
1020 556717_020  360000.000    642   No   No   Yes                   <NA>
1021 553879_010   13097.695    734   No   No   Yes                  Other
1022 556732_010   47777.107    774   No   No   Yes        White/Caucasian
1023 556431_010  118000.000    620   No   No   Yes                   <NA>
1024 550683_010  303916.197    635  Yes   No   Yes Black/African American
1025 559698_010  407606.754    616   No   No   Yes                   <NA>
1026 559010_010   20820.000    813   No   No   Yes Black/African American
1027 555065_010  196000.000    660   No   No    No                   <NA>
1028 553112_010   43200.000    791   No   No   Yes Black/African American
1029 555405_010   70080.000    637   No   No   Yes                  Other
1030 550882_010    6180.000    645   No   No   Yes Black/African American
1031 559287_010   96267.615    924   No   No   Yes        White/Caucasian
1032 553961_020  169876.000    675  Yes   No   Yes        White/Caucasian
1033 559624_010   85449.191    668   No   No   Yes                   <NA>
1034 555578_010   13824.000    765   No   No   Yes Black/African American
1035 557856_010   11772.000    731   No   No    No                  Other
1036 552741_010   45421.000    667  Yes   No   Yes Black/African American
1037 559093_020   50400.000    565   No   No   Yes Black/African American
1038 559764_010   13527.000    737   No   No   Yes Black/African American
1039 554161_010  124000.000    619   No   No   Yes        White/Caucasian
1040 556225_020   63000.000    507   No   No   Yes                   <NA>
1041 554017_010   10344.000    866   No   No    No        White/Caucasian
1042 554578_010  175000.000    674   No   No    No                  Other
1043 558175_010  534004.000    630   No   No   Yes                   <NA>
1044 550015_010   90000.000    678   No   No   Yes                  Other
1045 554006_010   26400.000    897  Yes   No    No        White/Caucasian
1046 557424_010   54026.574    623  Yes   No   Yes Black/African American
1047 554069_020   13208.000    733   No   No    No Black/African American
1048 559269_010  100900.000    649   No   No   Yes        White/Caucasian
1049 555464_010   10348.000    641  Yes   No   Yes        White/Caucasian
1050 558271_010  139000.000    648   No   No   Yes        White/Caucasian
1051 554305_010   39132.000    862   No   No   Yes        White/Caucasian
1052 552320_010   13200.000    757   No   No    No        White/Caucasian
1053 556271_010   13149.386    748  Yes   No    No                  Other
1054 556979_010   26880.000    644   No   No   Yes        White/Caucasian
1055 556621_010   19200.000    801  Yes   No   Yes        White/Caucasian
1056 551057_010   15000.000    927   No  Yes    No        White/Caucasian
1057 557680_020   46020.000    857   No   No   Yes Black/African American
1058 554443_010   30724.000    773  Yes   No   Yes        White/Caucasian
1059 557446_010   65000.000    663   No  Yes    No        White/Caucasian
1060 557510_020   88690.000    564   No   No    No Black/African American
1061 558380_010    4688.000    759   No   No    No        White/Caucasian
1062 555137_010   13884.000    686   No   No   Yes Black/African American
1063 553715_010    2209.000    739  Yes   No    No Black/African American
1064 558582_010   62000.000    655  Yes   No   Yes        White/Caucasian
1065 550637_020  455012.000    627   No   No   Yes                   <NA>
1066 558390_010  127522.562    658   No   No    No                  Other
1067 555151_010  369257.048    627   No  Yes   Yes        White/Caucasian
1068 555018_010  156660.000    691   No   No    No Black/African American
1069 552840_010   37200.000    635   No   No   Yes                   <NA>
1070 552874_020   42300.000    761  Yes   No   Yes        White/Caucasian
1071 557924_020  117012.000    629   No  Yes    No        White/Caucasian
1072 552976_020  147012.000    583   No   No   Yes                   <NA>
1073 552741_010   45421.000    675  Yes   No   Yes Black/African American
1074 552104_010   19381.000    605   No  Yes   Yes        White/Caucasian
1075 553014_010  235960.000    867  Yes   No   Yes                  Other
1076 552025_010  117050.000    619   No   No   Yes Black/African American
1077 552154_010   11000.000    662   No   No   Yes        White/Caucasian
1078 556428_010   42200.000    801  Yes   No   Yes Black/African American
1079 552629_010   30780.000    939  Yes   No   Yes Black/African American
1080 557151_010   44000.000    968   No   No    No Black/African American
1081 551150_010     203.000    888   No   No   Yes                  Other
1082 553778_020  126000.000    798  Yes   No   Yes Black/African American
1083 559286_010   84600.000    807   No   No    No Black/African American
1084 558309_010   12348.000    987   No   No   Yes                  Other
1085 553055_020   40498.000    733  Yes   No    No Black/African American
1086 557902_010   15385.000    861   No   No   Yes        White/Caucasian
1087 552011_010   61324.356    628   No   No    No Black/African American
1088 550964_010  637040.695    629   No   No   Yes        White/Caucasian
1089 550516_010   13032.000    748   No   No   Yes Black/African American
1090 554256_010   13800.000    662   No   No    No                  Other
1091 551744_020  194000.000    711   No   No    No        White/Caucasian
1092 552363_020   76033.000    591   No   No   Yes        White/Caucasian
1093 550410_010  100010.000    608   No   No    No                   <NA>
1094 551529_010   20100.000    994   No   No    No Black/African American
1095 552301_010   11880.000    925   No   No   Yes        White/Caucasian
1096 551928_010   28264.000    643  Yes   No    No        White/Caucasian
1097 556668_020   23616.000    992   No  Yes   Yes        White/Caucasian
1098 558445_010       0.000    690   No   No   Yes Black/African American
1099 552395_010    9600.000   1027   No   No   Yes        White/Caucasian
1100 554154_020   44000.000    673   No   No   Yes        White/Caucasian
1101 550267_020  133000.000    688   No   No   Yes        White/Caucasian
1102 559241_010  277412.000    659   No   No   Yes        White/Caucasian
1103 554152_020  334248.000    684   No   No   Yes        White/Caucasian
1104 555216_010   44400.000    907   No   No   Yes                  Other
1105 559178_020   94204.000    739   No   No    No Black/African American
1106 556325_020   83000.000    572   No   No   Yes                   <NA>
1107 556939_010   31336.000    635   No  Yes   Yes                   <NA>
1108 559969_020   30000.000    932   No   No    No        White/Caucasian
1109 552306_020  188000.000    610   No   No   Yes                   <NA>
1110 550461_010   15600.000    764  Yes   No    No        White/Caucasian
1111 558082_010   15252.000    983   No   No    No Black/African American
1112 557811_020  148000.000    646   No   No   Yes        White/Caucasian
1113 553879_010   13032.000    735   No   No   Yes                  Other
1114 550583_010   94788.000    651   No  Yes   Yes        White/Caucasian
1115 559917_010       0.000    668   No   No   Yes        White/Caucasian
1116 558594_010    9600.000    668   No   No   Yes                   <NA>
1117 556732_010   47520.000    774   No   No   Yes        White/Caucasian
1118 556793_010     300.000    647   No   No   Yes                  Other
1119 557461_020  407606.754    617  Yes   No   Yes        White/Caucasian
1120 557811_020  148024.000    654  Yes   No   Yes        White/Caucasian
1121 558576_010   52000.000    686  Yes   No   Yes        White/Caucasian
1122 557529_010  120024.000    618   No   No   Yes                   <NA>
1123 550645_010  145400.000    797   No   No   Yes        White/Caucasian
1124 551263_020  160080.000    634   No   No   Yes        White/Caucasian
1125 553534_010  104900.000    651   No   No   Yes                   <NA>
1126 553948_010  118000.000    781  Yes  Yes    No Black/African American
1127 557967_020  267060.000    645   No   No   Yes        White/Caucasian
1128 552494_010  285000.000    682   No   No   Yes        White/Caucasian
1129 552775_020  117000.000    580   No   No   Yes                   <NA>
1130 550759_010   17520.000    830   No   No   Yes                  Other
1131 556666_020  187800.000    567   No   No    No        White/Caucasian
1132 552079_010   70000.000    618   No   No    No        White/Caucasian
1133 554660_020   11040.000    665  Yes   No   Yes        White/Caucasian
1134 558540_010    9672.000    767   No   No   Yes        White/Caucasian
1135 551263_020  160120.000    634   No   No   Yes        White/Caucasian
1136 550110_010    3000.000    674   No   No    No        White/Caucasian
1137 550931_010   31616.000    653   No   No   Yes                   <NA>
1138 555503_020   30000.000    676   No   No   Yes                  Other
1139 550920_010   16608.000    784  Yes   No   Yes                   <NA>
1140 559818_010   23142.000    652   No   No   Yes                   <NA>
1141 552766_010   17592.000    895   No   No   Yes Black/African American
1142 557510_020   88690.000    566   No   No    No Black/African American
1143 557725_010  100900.000    685   No   No   Yes        White/Caucasian
1144 552721_010   14040.000    892  Yes   No   Yes Black/African American
1145 558532_010   60400.000    613   No   No   Yes                   <NA>
1146 552177_010   82000.000    653   No   No   Yes        White/Caucasian
1147 556241_010   25962.000    633   No   No    No        White/Caucasian
1148 550064_010  110500.000    675  Yes   No   Yes        White/Caucasian
1149 559905_010    3959.941    591   No   No    No                   <NA>
1150 554280_010   80000.000    633   No   No    No                   <NA>
1151 557391_020   25032.000    866  Yes   No    No        White/Caucasian
1152 554877_010  105000.000    623  Yes   No   Yes Black/African American
1153 556493_010   26400.000    717   No   No   Yes Black/African American
1154 552154_010   11000.000    662   No   No   Yes        White/Caucasian
1155 555178_010   49496.000    823   No   No   Yes Black/African American
1156 554486_010   50607.954    831  Yes   No    No Black/African American
1157 552886_010   22800.000    873  Yes   No    No Black/African American
1158 554438_010   11928.000    747  Yes   No   Yes Black/African American
1159 555978_010    1681.298    745   No   No   Yes Black/African American
1160 555476_010  327040.000    641   No   No   Yes        White/Caucasian
1161 551253_010   67884.000    625  Yes   No   Yes Black/African American
1162 555113_020   84800.000    598   No   No   Yes                   <NA>
1163 558552_020   70512.000    758   No   No   Yes                  Other
1164 557131_010  113000.000    768   No   No   Yes Black/African American
1165 554330_020  161000.000    676  Yes   No   Yes        White/Caucasian
1166 557213_010    7650.000    783   No   No   Yes        White/Caucasian
1167 558543_020  276400.000    776  Yes   No   Yes        White/Caucasian
1168 557538_020    4320.000    667   No   No   Yes        White/Caucasian
1169 553030_010   46020.000    624  Yes   No   Yes        White/Caucasian
1170 557283_010   31000.000    670   No   No   Yes        White/Caucasian
1171 555311_020  484000.000    564   No   No    No                   <NA>
1172 555156_020  106000.000    647  Yes   No   Yes                  Other
1173 554387_010  218690.633    668   No   No   Yes                   <NA>
1174 552812_010  153000.000    655  Yes   No   Yes Black/African American
1175 550066_010   87706.076    963  Yes   No    No        White/Caucasian
1176 556266_010   12708.000    685  Yes   No    No Black/African American
1177 550614_010  166711.764    644   No   No   Yes        White/Caucasian
1178 553430_010   66000.000    661   No   No   Yes        White/Caucasian
1179 559600_020   70000.000    668   No   No    No                   <NA>
1180 553970_010   75000.000    663  Yes   No   Yes        White/Caucasian
1181 552819_010  274191.814    669   No   No   Yes                   <NA>
1182 551664_010   66000.000    897  Yes   No   Yes Black/African American
1183 558922_010   14712.000    633   No   No    No Black/African American
1184 550458_010  343280.000    674   No   No   Yes                   <NA>
1185 558198_010   25304.000    645  Yes   No    No                   <NA>
1186 558403_020  129000.000    588   No   No   Yes Black/African American
1187 557721_020   60400.000    643   No   No    No        White/Caucasian
1188 559029_020  152501.000    609   No   No   Yes        White/Caucasian
1189 555331_010  145000.000    669   No   No   Yes        White/Caucasian
1190 553294_010   55012.000    643   No   No   Yes                   <NA>
1191 553280_010   50000.000    646   No   No    No                  Other
1192 555578_020   13956.000    713   No   No   Yes Black/African American
1193 556493_020   26400.000    817  Yes   No    No Black/African American
1194 554073_010  175536.000    617   No   No    No Black/African American
1195 555169_010   20000.000    660   No   No   Yes        White/Caucasian
1196 555848_010       0.000    772   No   No   Yes Black/African American
1197 551514_010   13527.000    656   No   No   Yes                   <NA>
1198 559353_010   38200.000    617   No   No    No        White/Caucasian
1199 554855_010  145000.000    824   No   No   Yes Black/African American
1200 559834_010   20574.000    896  Yes   No   Yes        White/Caucasian
1201 555307_010   12348.000    762   No   No    No Black/African American
1202 553139_020   50000.000    623   No   No   Yes        White/Caucasian
1203 551127_010   11700.000    827   No   No    No        White/Caucasian
1204 550536_010  115000.000    925   No   No   Yes Black/African American
1205 556300_010  383500.000    635   No   No    No                   <NA>
1206 551975_010  104208.000    641   No   No   Yes                   <NA>
1207 550064_010  110000.000    674   No   No   Yes Black/African American
1208 557258_010   68664.000    665   No   No   Yes                   <NA>
1209 554652_010   48000.000    631   No   No   Yes        White/Caucasian
1210 559511_010  119000.000    681   No   No   Yes        White/Caucasian
1211 557014_010   47220.000    824  Yes   No    No Black/African American
1212 551334_010   94788.000    754  Yes   No   Yes Black/African American
1213 550201_020  285000.000    481   No   No   Yes        White/Caucasian
1214 556495_020   55040.000    608   No   No   Yes                   <NA>
1215 559598_010  372036.209    687   No   No    No Black/African American
1216 554740_010       0.000    707  Yes   No   Yes Black/African American
1217 559839_010  380300.000    638   No   No    No                  Other
1218 558552_020   70332.000    757   No   No   Yes Black/African American
1219 559234_010  137979.058    623  Yes   No   Yes                   <NA>
1220 554690_020  120001.000    597   No   No   Yes        White/Caucasian
1221 555134_010    9672.000    670   No   No   Yes                   <NA>
1222 559235_010   99000.000    629   No   No    No                   <NA>
1223 557461_020  404000.000    606  Yes   No   Yes        White/Caucasian
1224 552238_010    2304.000    673   No   No   Yes                   <NA>
1225 559748_010   29200.000    758   No  Yes   Yes Black/African American
1226 553641_010   50000.000    627   No  Yes    No                  Other
1227 552304_010  182200.000    758   No   No   Yes        White/Caucasian
1228 551808_020   19200.000    792   No   No   Yes Black/African American
1229 552395_010    9672.000   1037   No   No   Yes        White/Caucasian
1230 556621_010   19040.000    800  Yes   No   Yes        White/Caucasian
1231 555962_010   29700.000    865  Yes   No    No Black/African American
1232 552660_010   37000.000    924  Yes   No   Yes Black/African American
1233 555041_020   49100.000    912  Yes   No    No Black/African American
1234 555042_010  130252.000    682   No  Yes    No                  Other
1235 553832_010   14377.649    873  Yes  Yes    No Black/African American
1236 555663_020   90000.000    628   No   No    No        White/Caucasian
1237 559001_010    6720.000    834   No   No   Yes                  Other
1238 551222_010  135000.000    643   No   No   Yes                   <NA>
1239 557141_010   96267.615    638  Yes   No   Yes        White/Caucasian
1240 552753_010  113000.000    642   No   No    No        White/Caucasian
1241 551744_010  194000.000    665   No   No   Yes        White/Caucasian
1242 559567_020   37079.926    717  Yes   No    No Black/African American
1243 552618_020   25600.000    862   No   No    No Black/African American
1244 559617_020  194080.000    649   No   No   Yes        White/Caucasian
1245 559494_020       0.000    457   No   No    No        White/Caucasian
1246 552789_010   90000.000    758   No   No   Yes Black/African American
1247 552156_010   27300.000    783   No   No   Yes Black/African American
1248 558133_010  135000.000    677  Yes   No   Yes        White/Caucasian
1249 558404_020  105000.000    766   No   No   Yes                  Other
1250 559235_010   98030.000    629   No   No    No                   <NA>
1251 553503_020   80500.000    609  Yes  Yes   Yes        White/Caucasian
1252 552154_020   11208.000    597   No   No    No        White/Caucasian
1253 554687_010  142650.000    643   No   No   Yes                   <NA>
1254 558155_010   16600.000    705  Yes   No    No Black/African American
1255 551064_010   56800.000    675   No   No   Yes                   <NA>
1256 556125_010   13843.000    964  Yes   No   Yes Black/African American
1257 554899_020   33460.000    484  Yes   No   Yes        White/Caucasian
1258 557344_010   13600.000    698  Yes   No    No Black/African American
1259 558366_020  150000.000    639   No   No   Yes        White/Caucasian
1260 550941_010   16848.000    910   No   No    No        White/Caucasian
1261 556475_010   66040.000    859   No   No   Yes Black/African American
1262 556675_020  115336.201    576   No   No   Yes                  Other
1263 556352_010   61324.356    703   No   No   Yes                  Other
1264 557619_010  187008.000    666   No   No   Yes                   <NA>
1265 558765_010   16848.000    749  Yes   No    No Black/African American
1266 553067_010  182200.000    645   No   No   Yes                   <NA>
1267 553610_010  110144.000    649   No   No   Yes        White/Caucasian
1268 550267_020  132848.000    688   No   No   Yes        White/Caucasian
1269 557690_010   24752.000    720  Yes   No    No                  Other
1270 557630_020   55000.000    589   No   No   Yes        White/Caucasian
1271 558950_010   71000.000    661  Yes   No   Yes                   <NA>
1272 556495_020   55000.000    608   No   No    No                   <NA>
1273 559969_010   30174.637    899  Yes   No   Yes                  Other
1274 554674_020   78256.000    753   No   No   Yes Black/African American
1275 554344_020   58000.000    840  Yes   No   Yes Black/African American
1276 553646_010  223000.000    619   No   No   Yes                   <NA>
1277 555648_010   40000.000    658   No   No   Yes                   <NA>
1278 552423_020       0.000    666   No   No    No Black/African American
1279 553780_010  385000.000    691   No   No   Yes Black/African American
1280 553817_010   43000.000    681  Yes   No    No Black/African American
1281 559494_020       0.000    481   No   No    No        White/Caucasian
1282 557882_010   10000.000    634   No   No   Yes        White/Caucasian
1283 557568_010   68320.000    621   No   No   Yes        White/Caucasian
1284 559080_010   20400.000    679  Yes   No   Yes                   <NA>
1285 553846_010   14400.000    605   No   No   Yes                   <NA>
1286 553778_010  126000.000    754   No   No   Yes Black/African American
1287 556288_020  308000.000    904   No   No   Yes        White/Caucasian
1288 551878_010   44505.000    712  Yes   No   Yes Black/African American
1289 557633_010    1000.000    799  Yes   No   Yes Black/African American
1290 551073_010    3360.000    649   No   No   Yes                  Other
1291 556993_010  186025.000    628   No   No   Yes        White/Caucasian
1292 559234_020  137000.000    673   No   No   Yes                   <NA>
1293 556038_010   70900.000    769   No   No   Yes Black/African American
1294 552964_020  107000.000    650   No   No    No        White/Caucasian
1295 553908_020     300.000    569   No   No   Yes Black/African American
1296 555929_010   42300.000    670   No   No    No        White/Caucasian
1297 557681_010   16748.872    782  Yes   No    No Black/African American
1298 550685_010   34236.000    655  Yes   No   Yes        White/Caucasian
1299 552874_020   42200.000    801   No   No   Yes        White/Caucasian
1300 552454_010   96004.000    772   No   No   Yes                  Other
1301 551248_010  110000.000    702   No   No   Yes Black/African American
1302 554409_020    3600.000    591   No   No    No                  Other
1303 551845_010   39928.000    823  Yes   No   Yes Black/African American
1304 558266_010   45060.000    680   No   No   Yes        White/Caucasian
1305 556549_010   13416.000    869  Yes   No    No                  Other
1306 558703_010   18000.000    636  Yes   No   Yes                   <NA>
1307 558143_020  534004.000    601   No   No   Yes        White/Caucasian
1308 559762_010   73640.000    656   No   No   Yes        White/Caucasian
1309 555754_010  195000.000    589   No   No   Yes                   <NA>
1310 550851_020       0.000    569   No   No   Yes        White/Caucasian
1311 550418_010    3000.000    638   No   No   Yes                   <NA>
1312 553743_020   10000.000    804   No   No   Yes Black/African American
1313 550930_010   93680.000    675  Yes   No    No Black/African American
1314 555156_020  106000.000    643  Yes   No   Yes                  Other
1315 555053_020   25320.000    937  Yes   No    No        White/Caucasian
1316 554899_020   33460.000    476  Yes   No   Yes        White/Caucasian
1317 555891_010   17964.000    676  Yes   No   Yes Black/African American
1318 552734_010   17424.000    644   No   No   Yes Black/African American
1319 559785_020   75563.157    679   No   No   Yes                  Other
1320 550428_010   55000.000    713   No   No   Yes Black/African American
1321 554427_010  200100.000    637   No   No   Yes                  Other
1322 554069_020   13200.000    722   No   No    No Black/African American
1323 555215_010       0.000    619   No   No   Yes                   <NA>
1324 559878_010   36682.528   1014  Yes   No   Yes        White/Caucasian
1325 557997_010  819600.000    655  Yes   No   Yes                   <NA>
1326 558366_020  150000.000    639   No   No   Yes        White/Caucasian
1327 552816_020       0.000    812   No   No   Yes        White/Caucasian
1328 550605_010   17661.151    789  Yes   No   Yes                  Other
1329 557882_010   10080.000    633   No   No   Yes        White/Caucasian
1330 550143_010   45503.939    910   No   No   Yes Black/African American
1331 551712_010   60340.000    872   No   No   Yes                  Other
1332 555792_010  299440.000    687   No   No   Yes        White/Caucasian
1333 555777_010   21001.000    653   No   No    No        White/Caucasian
1334 556666_020  189000.000    568   No   No    No Black/African American
1335 554847_010    3600.000    627   No   No   Yes                   <NA>
1336 557883_010   93003.000    639   No   No   Yes                   <NA>
1337 553273_010   56000.000    659  Yes   No   Yes Black/African American
1338 559044_020  173000.000    722   No   No   Yes        White/Caucasian
1339 559315_010   31000.000    636  Yes   No    No                  Other
1340 556531_010   40950.000    706  Yes   No   Yes Black/African American
1341 552822_020  318283.858    630   No   No   Yes        White/Caucasian
1342 555103_010   29100.000    648  Yes   No   Yes        White/Caucasian
1343 553627_010  155000.000    627   No   No    No                   <NA>
1344 558174_010  142650.000    961   No   No   Yes Black/African American
1345 552065_010   18278.000    845   No   No   Yes Black/African American
1346 559567_020   37181.174    717  Yes   No    No Black/African American
1347 558290_020  353005.511    629   No   No   Yes Black/African American
1348 555439_010  160644.000    620   No   No   Yes                   <NA>
1349 556921_010   28264.000    877   No   No    No Black/African American
1350 559928_010    3820.000    638   No   No   Yes        White/Caucasian
1351 555037_010   72000.000    615   No   No   Yes                   <NA>
1352 554550_010   53400.000    610   No   No    No                   <NA>
1353 555349_010  116500.000    687   No   No    No        White/Caucasian
1354 551878_010   44485.048    769  Yes   No   Yes                  Other
1355 556573_010  124589.000    865  Yes  Yes    No Black/African American
1356 555354_010   29436.000    935   No  Yes    No Black/African American
1357 556990_010   70000.000    630   No   No   Yes        White/Caucasian
1358 550736_010   47520.000    988   No   No    No Black/African American
1359 557349_020  110000.000    595   No   No   Yes                  Other
1360 553273_010   55400.000    659  Yes   No   Yes Black/African American
1361 557624_020   21800.000    672   No   No   Yes        White/Caucasian
1362 555115_010   45784.000    868   No   No    No Black/African American
1363 555441_020   52774.571    725   No   No   Yes        White/Caucasian
1364 557824_010  125000.000    797   No   No   Yes                  Other
1365 557140_010   56000.000    623   No   No   Yes                   <NA>
1366 558737_010   47000.000    849   No   No    No        White/Caucasian
1367 557751_010   93200.000    700   No   No   Yes Black/African American
1368 559877_020    5812.000    556   No   No   Yes        White/Caucasian
1369 559603_020  105000.000    787   No   No   Yes Black/African American
1370 551156_020  194127.867    535   No   No    No                   <NA>
1371 559600_010   70000.000    654   No   No   Yes                   <NA>
1372 550155_010  340000.000    643   No   No    No        White/Caucasian
1373 559080_020   20568.000    588  Yes   No    No                   <NA>
1374 554026_010   12360.000    694  Yes   No    No                  Other
1375 554413_010   14880.000    781   No   No   Yes                   <NA>
1376 554789_010  148320.000    759   No   No   Yes Black/African American
1377 550093_020  267060.000    762   No   No   Yes Black/African American
1378 551923_010  109000.000    641   No   No   Yes Black/African American
1379 556433_010       0.000    670   No   No    No                   <NA>
1380 550418_010    3000.000    638   No   No   Yes                   <NA>
1381 555286_010   16757.841   1050   No  Yes   Yes        White/Caucasian
1382 550683_010  301201.732    636  Yes   No   Yes Black/African American
1383 555463_020   12728.443   1016  Yes   No    No        White/Caucasian
1384 551069_010   24132.000    900  Yes   No   Yes        White/Caucasian
1385 555586_010   29200.000    657   No   No   Yes                   <NA>
1386 557664_010   54000.000    964  Yes   No   Yes                  Other
1387 554213_010  149048.000    646   No   No   Yes        White/Caucasian
1388 552681_020   51384.000    613   No   No   Yes Black/African American
1389 559586_010  130000.000    664   No   No   Yes                  Other
1390 553837_020   77010.000    863  Yes   No   Yes        White/Caucasian
1391 556806_010   24400.000    848   No   No    No Black/African American
1392 555332_010  107054.866    660   No   No   Yes                   <NA>
1393 558157_010   89300.000    622  Yes   No    No                   <NA>
1394 551179_020  250080.000    689   No   No   Yes Black/African American
1395 556606_010   40012.000    668   No   No   Yes Black/African American
1396 557630_010   55000.000    629  Yes   No    No        White/Caucasian
1397 557213_010    7320.000    785   No   No   Yes        White/Caucasian
1398 559103_010  353005.511    626   No   No   Yes        White/Caucasian
1399 551512_010   19320.000    780   No   No   Yes        White/Caucasian
1400 558049_010   63915.000    818   No   No   Yes        White/Caucasian
1401 556424_020   49240.000    543  Yes   No    No        White/Caucasian
1402 556179_010  108040.000    652   No   No   Yes Black/African American
1403 557518_010  124589.000    698   No   No   Yes        White/Caucasian
1404 551735_020  276881.000    617   No   No   Yes        White/Caucasian
1405 550514_020   53616.000    618   No   No   Yes                  Other
1406 555460_010   22500.000    640   No   No   Yes                   <NA>
1407 553446_010   17661.151    605   No   No    No                   <NA>
1408 558602_010   53384.000    733   No   No    No        White/Caucasian
1409 557557_010   35944.967    647   No   No   Yes        White/Caucasian
1410 552306_020  187800.000    607  Yes   No   Yes                   <NA>
1411 550790_020  445000.000    568   No   No   Yes                   <NA>
1412 559963_010  124353.000    658  Yes   No   Yes Black/African American
1413 558390_010  128000.000    658   No   No    No                  Other
1414 553765_010   67000.000    650   No   No   Yes                  Other
1415 556135_010   40000.000    645  Yes   No   Yes                  Other
1416 558935_010    8400.000    794   No   No   Yes        White/Caucasian
1417 557751_010   93424.188    700   No   No   Yes Black/African American
1418 555405_010   70000.000    637   No   No   Yes                  Other
1419 554318_010   57872.869    955   No   No    No        White/Caucasian
1420 550943_010    3360.000    753  Yes   No   Yes                  Other
1421 559785_010   75563.157    677  Yes  Yes   Yes        White/Caucasian
1422 559283_020   52668.000    621   No   No   Yes                   <NA>
1423 554717_010    2304.000    663   No   No   Yes        White/Caucasian
1424 550962_020   46793.034    625  Yes   No   Yes Black/African American
1425 555441_020   52306.909    650   No   No   Yes        White/Caucasian
1426 558679_020  217200.000    625   No   No    No                   <NA>
1427 553951_020   76033.000    629   No   No    No                  Other
1428 559445_010   13149.386    671   No   No    No Black/African American
1429 553443_010   50000.000    814  Yes   No    No Black/African American
1430 556536_010   14508.000    647  Yes   No    No        White/Caucasian
1431 552548_010   84012.000    780   No   No   Yes        White/Caucasian
1432 559484_020  127000.000    641   No   No   Yes                  Other
1433 551744_010  194080.000    660   No   No   Yes        White/Caucasian
1434 558664_010   67400.000    693  Yes  Yes   Yes        White/Caucasian
1435 557802_010   41208.000    807   No   No   Yes Black/African American
1436 554302_010   30174.637    887  Yes   No   Yes        White/Caucasian
1437 556758_010   40000.000    644   No   No   Yes        White/Caucasian
1438 559470_020   17328.000    836  Yes   No   Yes        White/Caucasian
1439 553432_010   38475.624    860   No   No    No Black/African American
1440 555427_010   25405.000    851  Yes   No    No Black/African American
1441 559722_010  312198.000    635   No   No   Yes                   <NA>
1442 551098_010  285240.000    650   No   No    No        White/Caucasian
1443 553738_010   22800.000    924   No   No    No Black/African American
1444 557785_010  181200.000    628   No   No    No        White/Caucasian
1445 555375_010   40000.000    715   No   No   Yes Black/African American
1446 550038_010   72000.000    640  Yes   No   Yes        White/Caucasian
1447 556018_020   55000.000    638   No   No   Yes        White/Caucasian
1448 559793_010   98030.000    654   No   No    No                   <NA>
1449 551169_010   24000.000    681   No   No   Yes        White/Caucasian
1450 559350_010   77010.000    653   No   No    No        White/Caucasian
1451 551781_010   16816.000    670   No   No   Yes                   <NA>
1452 557036_010   56764.000    615  Yes   No    No                   <NA>
1453 557269_010   75700.000    706   No  Yes   Yes                  Other
1454 557699_010   10920.000    619   No   No    No Black/African American
1455 558450_020  160080.000    637   No   No   Yes        White/Caucasian
1456 554845_020   95824.000    810   No   No   Yes Black/African American
1457 557538_020    4320.000    739   No   No   Yes        White/Caucasian
1458 558142_010   13200.000    990  Yes   No   Yes        White/Caucasian
1459 551748_010   99472.590    661   No   No   Yes        White/Caucasian
1460 559420_010  109000.000    556   No   No   Yes                   <NA>
1461 555339_010       0.000    649   No   No   Yes        White/Caucasian
1462 554680_010    2880.000    786   No   No   Yes Black/African American
1463 551025_020   61200.000    706   No   No   Yes Black/African American
1464 553508_010    1681.298    663   No   No    No                   <NA>
1465 558039_010    3000.000    760  Yes   No   Yes                   <NA>
1466 555601_010   58286.511    700  Yes   No   Yes Black/African American
1467 550745_010  126600.000    620   No   No    No                   <NA>
1468 555331_020  145400.000    560   No   No   Yes        White/Caucasian
1469 550155_020  340000.000    601   No   No   Yes        White/Caucasian
1470 559616_010   56800.000    638   No  Yes   Yes                  Other
1471 559814_010  223349.581    669   No   No   Yes        White/Caucasian
1472 557322_020  119220.000    800   No   No    No Black/African American
1473 555176_010   78500.000    789   No   No   Yes Black/African American
1474 558191_020  243000.000    567   No   No   Yes                   <NA>
1475 557139_010   10344.000    850  Yes   No   Yes Black/African American
1476 553623_020   85488.000    772   No   No   Yes Black/African American
1477 553670_010 1800012.000    627   No   No    No                   <NA>
1478 557269_010   75563.157    707   No  Yes   Yes                  Other
1479 551529_010   20280.000    992   No   No    No Black/African American
1480 559283_010   52700.000    643   No   No   Yes                   <NA>
1481 554540_010   89008.000    681   No   No    No                   <NA>
1482 550428_010   55308.000    685   No   No   Yes Black/African American
1483 557097_010   16460.606    635   No  Yes   Yes                   <NA>
1484 552748_020   30436.000    774   No   No    No Black/African American
1485 558693_010   72000.000    630  Yes   No   Yes                  Other
1486 553118_020   28932.000    607   No   No    No                   <NA>
1487 558039_010    2880.000    760  Yes   No   Yes                   <NA>
1488 556993_020  185000.000    564   No   No   Yes        White/Caucasian
1489 556325_010   83000.000    658   No   No   Yes                   <NA>
1490 559818_010   23520.000    652   No   No   Yes                   <NA>
1491 552482_020   51200.000    745   No  Yes   Yes        White/Caucasian
1492 551104_010   19852.000    670   No   No    No                  Other
1493 554471_010  123759.964    612   No   No   Yes        White/Caucasian
1494 552429_010   55000.000    787   No   No   Yes Black/African American
1495 555115_010   45500.000    878   No   No    No Black/African American
1496 554486_020   50551.154    873   No   No   Yes Black/African American
1497 554312_010   51000.000    679   No   No   Yes                   <NA>
1498 558797_010  211696.111    626   No   No    No                   <NA>
1499 550889_010    3000.000    633  Yes  Yes    No                   <NA>
1500 558532_010   60400.000    613   No   No   Yes                   <NA>
1501 553778_020  127000.000    797  Yes   No   Yes Black/African American
1502 559391_010    4688.000   1086   No   No   Yes        White/Caucasian
1503 555844_010   64000.000    644   No   No   Yes        White/Caucasian
1504 553790_020  160644.000    667   No   No   Yes        White/Caucasian
1505 550962_010   47000.000    642   No   No   Yes Black/African American
1506 550817_010   23184.000    912  Yes   No   Yes Black/African American
1507 557885_020  103000.000    744  Yes   No   Yes                  Other
1508 552822_010  318283.858    630   No   No   Yes        White/Caucasian
1509 553512_010  114000.000    661   No   No    No                   <NA>
1510 559471_010       0.000    711   No   No   Yes        White/Caucasian
1511 552490_010    5040.000    862   No   No    No Black/African American
1512 557814_010  325480.000    635   No   No   Yes        White/Caucasian
1513 555702_010   93000.000    720   No   No   Yes Black/African American
1514 550362_010    2520.000    671  Yes  Yes    No        White/Caucasian
1515 551335_020  269682.462    601  Yes   No   Yes Black/African American
1516 556964_010   36600.000    679  Yes  Yes   Yes                   <NA>
1517 556149_010   16596.000    714   No   No   Yes                  Other
1518 558594_010    9480.000    668   No   No   Yes                   <NA>
1519 554252_020  101400.000    586   No   No   Yes                  Other
1520 559445_010   13128.000    671   No   No    No Black/African American
1521 557226_010   17520.000    930   No   No    No Black/African American
1522 552648_020   15948.000    799  Yes   No    No Black/African American
1523 550421_010   15948.000    901   No  Yes    No Black/African American
1524 551686_020   72000.000    638   No   No   Yes Black/African American
1525 553114_020  157200.000    625   No   No   Yes                   <NA>
1526 552911_010   55000.000    623   No   No   Yes Black/African American
1527 554591_020  126800.000    579   No   No   Yes Black/African American
1528 551863_020   85488.000    745   No   No   Yes Black/African American
1529 551412_020   72872.000    674   No   No   Yes        White/Caucasian
1530 554717_010    2500.000    663   No   No   Yes        White/Caucasian
1531 553393_010    6648.000    630   No   No    No        White/Caucasian
1532 553911_010   10080.000    964   No   No    No Black/African American
1533 559963_010  124353.000    657  Yes   No   Yes Black/African American
1534 551155_010   68095.000    543   No   No    No                   <NA>
1535 550536_010  115000.000    927   No   No   Yes Black/African American
1536 551346_010       0.000    687   No   No   Yes                  Other
1537 557411_020   33020.000    618  Yes  Yes   Yes        White/Caucasian
1538 557484_020  228032.000    626   No   No    No                   <NA>
1539 557617_010   73510.000    780  Yes   No   Yes Black/African American
1540 550320_010   11208.000    628   No   No    No                  Other
1541 556686_020   69120.000    839  Yes   No   Yes        White/Caucasian
1542 550880_010   49800.000    662  Yes   No    No        White/Caucasian
1543 550609_010  114656.000    665   No   No   Yes        White/Caucasian
1544 550272_010   47521.893    665   No   No   Yes        White/Caucasian
1545 551843_010  153000.000    683   No   No    No        White/Caucasian
1546 559471_010       0.000    709   No   No   Yes        White/Caucasian
1547 552028_020  303916.197    625   No   No   Yes Black/African American
1548 553925_010    8400.000    989   No   No    No Black/African American
1549 550581_020   22564.000    797   No   No   Yes        White/Caucasian
1550 554408_010  180640.000    656   No   No   Yes                   <NA>
1551 553014_020  237050.000    868   No   No   Yes                  Other
1552 559157_020   10348.000    853   No   No   Yes Black/African American
1553 557595_010   30300.000    836  Yes   No   Yes                  Other
1554 554432_020  109120.000    868   No   No   Yes        White/Caucasian
1555 557551_010  110300.000    647   No   No   Yes                   <NA>
1556 553710_010   21936.000    626   No   No   Yes        White/Caucasian
1557 555785_020   30600.000    503   No   No    No                   <NA>
1558 557615_010  102020.000    629   No   No   Yes                   <NA>
1559 558286_010    9480.000    691   No   No   Yes        White/Caucasian
1560 555560_010   85180.000    699   No   No    No Black/African American
1561 551735_020  276570.000    621   No   No   Yes        White/Caucasian
1562 550419_010   25260.000   1058   No   No   Yes Black/African American
1563 552892_020   92000.000    725   No  Yes   Yes Black/African American
1564 550817_010   23120.000    913  Yes   No   Yes Black/African American
1565 557396_010   17324.000    825   No   No    No Black/African American
1566 554365_010     300.000    778  Yes   No   Yes                  Other
1567 558552_010   70520.000    783   No   No    No                  Other
1568 555489_020  129000.000    706   No   No   Yes        White/Caucasian
1569 559806_020   55000.000    649  Yes   No   Yes        White/Caucasian
1570 552292_010   10920.000    692  Yes   No    No        White/Caucasian
1571 552819_010  277200.000    669   No   No   Yes                   <NA>
1572 559467_020  357000.000    669   No   No   Yes        White/Caucasian
1573 555341_010   23748.000    673  Yes   No   Yes        White/Caucasian
1574 553884_010   37700.000    610   No   No    No                   <NA>
1575 554604_010   21770.862    623   No   No   Yes                   <NA>
1576 555137_010   14160.000    746   No   No   Yes Black/African American
1577 556471_010   43000.000    791   No   No   Yes Black/African American
1578 554604_020   21600.000    621   No   No   Yes                   <NA>
1579 558103_010     804.000    619   No  Yes    No        White/Caucasian
1580 550445_010  155580.000   1008   No   No   Yes Black/African American
1581 558366_010  150000.000    675   No   No   Yes        White/Caucasian
1582 554885_010   33460.000    791  Yes   No    No Black/African American
1583 554506_010   18048.000    914   No   No    No        White/Caucasian
1584 555962_010   29600.000    864  Yes   No    No Black/African American
1585 556079_010   44485.048    662  Yes   No    No        White/Caucasian
1586 550201_020  280020.000    486   No   No   Yes        White/Caucasian
1587 550233_010   25320.000    778  Yes   No   Yes        White/Caucasian
1588 550554_010   72872.000    624   No   No   Yes                   <NA>
1589 557642_010   67000.000    678   No   No   Yes        White/Caucasian
1590 550218_020  168400.000    689   No   No    No        White/Caucasian
1591 554344_020   58286.511    844  Yes   No    No Black/African American
1592 555765_010  100315.000    655   No   No    No        White/Caucasian
1593 559990_010   50000.000    656   No   No   Yes                   <NA>
1594 559094_010   26268.000    642   No   No   Yes Black/African American
1595 554903_010   45152.000    746   No   No   Yes Black/African American
1596 558316_010   25600.000    841  Yes   No    No                  Other
1597 556833_010   73000.000    651   No   No   Yes        White/Caucasian
1598 557882_010   10000.000    633   No   No   Yes        White/Caucasian
1599 555911_010   18030.697    617   No   No   Yes        White/Caucasian
1600 556513_010   30332.902    725   No   No   Yes Black/African American
1601 552693_010   29576.000    659  Yes   No    No                  Other
1602 557322_020  119000.000    839   No   No    No Black/African American
1603 559190_020  145200.000    649   No   No   Yes        White/Caucasian
1604 558543_020  276400.000    776  Yes   No   Yes        White/Caucasian
1605 552646_010  130000.000    626   No   No    No        White/Caucasian
1606 550181_010   55308.000    666   No   No    No Black/African American
1607 553321_010   29700.000    746   No   No   Yes Black/African American
1608 559698_010  402720.000    616   No   No   Yes                   <NA>
1609 552395_010    9600.000   1022   No   No   Yes        White/Caucasian
1610 556345_010   21708.000    755  Yes  Yes    No                  Other
1611 550201_010  285240.000    633   No   No   Yes        White/Caucasian
1612 555844_010   64376.000    644   No   No   Yes        White/Caucasian
1613 557349_020  110000.000    597   No   No   Yes                  Other
1614 555215_020       0.000    619   No   No   Yes                   <NA>
1615 559506_010   96004.000    665  Yes   No   Yes                   <NA>
1616 558441_010  299440.000    640   No   No   Yes                   <NA>
1617 554163_010  325480.000    678   No   No   Yes        White/Caucasian
1618 553114_020  155000.000    611   No   No   Yes                   <NA>
1619 551143_020   27600.000    607   No  Yes   Yes        White/Caucasian
1620 551048_010   74020.000    648   No   No    No                   <NA>
1621 555952_010  102929.000    612  Yes   No    No        White/Caucasian
1622 558144_010   18840.000    657   No   No   Yes Black/African American
1623 559270_010       0.000    625   No   No   Yes                   <NA>
1624 553699_010   10920.000    758   No  Yes    No        White/Caucasian
1625 557710_010   34800.000   1048   No   No    No Black/African American
1626 551098_010  281000.000    650   No   No    No        White/Caucasian
1627 552852_010  102200.000    729   No   No   Yes Black/African American
1628 558837_010     250.000    808   No   No   Yes        White/Caucasian
1629 559839_010  378052.138    638   No   No    No                  Other
1630 552648_010   15948.000    769  Yes   No   Yes Black/African American
1631 555209_010  360000.000    633   No   No   Yes        White/Caucasian
1632 553761_010   19040.000    653   No   No   Yes        White/Caucasian
1633 555797_010    1980.000    622   No   No   Yes                   <NA>
1634 558155_010   16320.000    707   No   No    No Black/African American
1635 558646_010   19852.000    772   No   No   Yes Black/African American
1636 555215_010       0.000    619   No   No   Yes                   <NA>
1637 555073_010  212942.661    706  Yes   No   Yes Black/African American
1638 552363_020   76000.000    591   No   No   Yes        White/Caucasian
1639 555065_010  194127.867    659   No   No    No                   <NA>
1640 553280_010   50000.000    648   No   No    No                  Other
1641 553327_010   12660.000    622  Yes   No   Yes Black/African American
1642 557460_010   40410.370    918   No   No    No Black/African American
1643 556441_010   20000.000    711   No   No   Yes Black/African American
1644 555780_010   89008.000    819   No   No   Yes                  Other
1645 555166_010    5484.000    648   No   No   Yes                   <NA>
1646 554398_010   21120.000    643   No   No   Yes        White/Caucasian
1647 557792_010  244738.170    621   No   No   Yes Black/African American
1648 557152_020   83000.000    631   No   No    No        White/Caucasian
1649 551944_020  135000.000    631   No   No   Yes                   <NA>
1650 555553_010   62862.000    684   No   No   Yes                   <NA>
1651 556159_010  165236.000    632   No   No   Yes        White/Caucasian
1652 554481_010   55308.000    767   No   No    No Black/African American
1653 558953_010       0.000    657   No   No    No                   <NA>
1654 551279_010     480.000    651   No   No   Yes Black/African American
1655 554438_010   12168.000    747  Yes   No   Yes Black/African American
1656 552059_010   28104.000    737  Yes   No    No        White/Caucasian
1657 559586_010  130244.000    664   No   No   Yes                  Other
1658 557544_010   87000.000    676   No   No   Yes                   <NA>
1659 557882_010   10080.000    634   No   No   Yes        White/Caucasian
1660 551957_010  114820.000    623   No   No   Yes        White/Caucasian
1661 555603_020  535269.708    531   No   No    No        White/Caucasian
1662 556668_020   23808.000    942  Yes   No   Yes        White/Caucasian
1663 559023_010   28680.000    637  Yes   No    No                   <NA>
1664 553280_020   50000.000    476   No   No    No                   <NA>
1665 558123_010    3492.000    969   No   No   Yes Black/African American
1666 555073_020  212117.637    676   No   No   Yes        White/Caucasian
1667 550698_020   46000.000    805  Yes   No   Yes Black/African American
1668 558694_020  347933.333    642   No   No   Yes        White/Caucasian
1669 553413_020   87000.000    771  Yes   No   Yes                  Other
1670 558410_010  194080.000    616   No   No   Yes                   <NA>
1671 550015_020   90000.000    597   No   No   Yes                  Other
1672 559932_010   27948.000    903  Yes   No   Yes                  Other
1673 551975_020  104400.000    621   No   No   Yes                   <NA>
1674 551080_010   50000.000    839   No   No   Yes Black/African American
1675 551803_010  175601.000    641   No   No   Yes                   <NA>
1676 553849_010   16212.000    925  Yes   No    No                  Other
1677 556057_010   38220.000    793   No  Yes   Yes Black/African American
1678 552306_020  189003.000    609  Yes   No   Yes                   <NA>
1679 552613_010   76000.000    619   No   No   Yes        White/Caucasian
1680 555071_020  124589.000    579   No  Yes   Yes Black/African American
1681 556799_020  210000.000    605  Yes   No    No        White/Caucasian
1682 550223_010    9840.000    668   No   No   Yes        White/Caucasian
1683 558693_020   72180.000    649  Yes   No   Yes                  Other
1684 555506_010   25249.061    605   No  Yes    No                   <NA>
1685 553881_010   58469.605    713   No   No   Yes Black/African American
1686 553920_010  228032.000    637   No   No   Yes                   <NA>
1687 559734_010  109000.000    663   No   No    No                   <NA>
1688 551123_010   24112.000    888   No   No   Yes                  Other
1689 558344_010   75510.095    649  Yes   No   Yes                   <NA>
1690 550524_010   51539.746    839   No   No   Yes Black/African American
1691 552692_010  510720.000    625   No   No   Yes                   <NA>
1692 557061_010   20908.000    644   No   No   Yes Black/African American
1693 558849_010  115000.000    650   No   No    No        White/Caucasian
1694 551126_010    4375.497    635  Yes   No    No        White/Caucasian
1695 559321_010   40048.000    640   No   No    No                   <NA>
1696 558419_010   53428.000    806  Yes   No    No                  Other
1697 552963_010   15048.000    638   No   No    No        White/Caucasian
1698 556276_020   93000.000    625   No   No   Yes                   <NA>
1699 558445_010       0.000    687   No   No   Yes Black/African American
1700 550156_020  289000.000    612  Yes   No    No        White/Caucasian
1701 556760_010  770537.149    607   No   No   Yes                   <NA>
1702 559479_010   60000.000    637   No   No    No                   <NA>
1703 558120_010   15048.000    811   No   No   Yes Black/African American
1704 552837_010   74300.000    617   No   No    No        White/Caucasian
1705 552028_020  310440.000    625   No   No   Yes                  Other
1706 554880_010    2136.000    717   No   No   Yes                  Other
1707 559513_020   90000.000    788  Yes   No   Yes Black/African American
1708 554427_020  202312.000    595   No   No   Yes        White/Caucasian
1709 559867_010  299440.000    804   No   No   Yes        White/Caucasian
1710 557624_010   21760.000    667   No  Yes   Yes        White/Caucasian
1711 553060_020  117050.000    628   No   No   Yes        White/Caucasian
1712 553014_020  233054.000    731  Yes   No    No                  Other
1713 552892_020   92000.000    725   No  Yes   Yes Black/African American
1714 558884_010  153404.000    714  Yes   No   Yes Black/African American
1715 557858_010   17424.000    626   No   No    No        White/Caucasian
1716 550385_010   28717.537    781   No   No    No                  Other
1717 551191_010   18049.141   1007  Yes   No    No Black/African American
1718 554842_010       0.000    837  Yes   No    No Black/African American
1719 556090_010   77010.000    611   No   No   Yes        White/Caucasian
1720 552836_020  218690.633    677   No   No   Yes        White/Caucasian
1721 559487_010   36600.000    898   No   No    No        White/Caucasian
1722 550043_010   27524.000    903   No   No    No        White/Caucasian
1723 556493_010   26420.000    719   No   No   Yes Black/African American
1724 554627_010   79000.000    754   No   No   Yes        White/Caucasian
1725 554092_010   43760.000    892   No   No   Yes        White/Caucasian
1726 556394_010   31200.000    691   No   No    No Black/African American
1727 558103_010     750.000    619   No  Yes    No        White/Caucasian
1728 557842_020   30000.000    613  Yes   No    No                  Other
1729 556499_010   53384.000    754   No   No   Yes Black/African American
1730 556137_010   33020.000    729   No   No   Yes Black/African American
1731 553351_010   13488.000    643   No   No   Yes Black/African American
1732 555441_010   52774.571    649   No   No   Yes        White/Caucasian
1733 554301_020  109000.000    590   No   No   Yes        White/Caucasian
1734 552300_020  185000.000    676   No   No   Yes        White/Caucasian
1735 551150_010       0.000    888   No   No   Yes                  Other
1736 555071_020  124589.000    586   No  Yes   Yes Black/African American
1737 556845_010  120000.000    655   No   No   Yes                   <NA>
1738 559598_010  379754.958    686   No   No    No Black/African American
1739 558154_010       0.000    673   No  Yes   Yes        White/Caucasian
1740 550985_020  130252.000    654   No   No    No                  Other
1741 559831_020  225012.000    972  Yes   No    No Black/African American
1742 552479_020  200100.000    490  Yes   No   Yes        White/Caucasian
1743 552753_010  111600.000    642   No   No   Yes        White/Caucasian
1744 558897_010   12300.000    618   No   No    No        White/Caucasian
1745 550047_010  110752.000    656   No   No   Yes        White/Caucasian
1746 553793_010   50000.000    666   No   No   Yes Black/African American
1747 556833_010   73283.240    651   No   No   Yes        White/Caucasian
1748 551459_020   80500.000    794  Yes   No   Yes Black/African American
1749 555603_020  534004.000    520   No   No    No        White/Caucasian
1750 555788_010   87000.000    804   No   No    No Black/African American
1751 554862_010   11748.000    671   No  Yes   Yes                   <NA>
1752 559227_020  103606.365    603   No   No   Yes        White/Caucasian
1753 552529_020  134952.000    660   No   No   Yes        White/Caucasian
1754 559121_010    5000.000    681  Yes  Yes   Yes                  Other
1755 550410_010  100000.000    608   No   No    No                   <NA>
1756 556143_010   33036.000    706   No   No    No        White/Caucasian
1757 554238_020   62000.000    908   No   No   Yes        White/Caucasian
1758 550362_010    2400.000    671  Yes  Yes    No        White/Caucasian
1759 559425_020   87750.000    636   No   No   Yes        White/Caucasian
1760 554793_010   38536.101    770  Yes   No   Yes Black/African American
1761 550233_010   25260.000    800  Yes   No   Yes        White/Caucasian
1762 554740_010       0.000    706  Yes   No   Yes Black/African American
1763 553570_020   46656.000    476  Yes   No   Yes        White/Caucasian
1764 553166_020   15920.000    988  Yes   No    No        White/Caucasian
1765 555244_010   20648.000    725  Yes   No    No Black/African American
1766 553055_010   40498.000    756  Yes   No   Yes Black/African American
1767 550254_010    5760.000    674   No   No   Yes                   <NA>
1768 557391_010   24960.000    879   No   No    No        White/Caucasian
1769 556352_010   61200.000    703   No   No   Yes                  Other
1770 555545_020    3480.000    721   No   No   Yes Black/African American
1771 550686_010   28600.000    701   No   No    No        White/Caucasian
1772 555310_010    2500.000    922   No   No    No Black/African American
1773 555545_010    3576.000    721   No   No   Yes Black/African American
1774 556073_010   10968.000    780  Yes   No    No Black/African American
1775 553890_010   55040.000    656   No   No   Yes        White/Caucasian
1776 550254_010    5000.000    674   No   No   Yes                   <NA>
1777 559315_010   31200.000    636  Yes   No    No                  Other
1778 556154_020  257212.000    656   No   No    No Black/African American
1779 556873_010  131020.000    840  Yes   No   Yes        White/Caucasian
1780 552633_010   20000.000    735  Yes   No   Yes        White/Caucasian
1781 559893_010    1000.000    748  Yes   No    No                  Other
1782 555515_010   70512.000    635   No   No   Yes        White/Caucasian
1783 554548_010   79000.000    738  Yes   No    No Black/African American
1784 550356_010   24112.000    658  Yes  Yes    No        White/Caucasian
1785 554724_020   50607.954    817   No   No   Yes Black/African American
1786 551203_010   67000.000    683   No   No   Yes                   <NA>
1787 554448_010   36600.000    776  Yes   No   Yes Black/African American
1788 556266_010   12600.000    685  Yes  Yes    No Black/African American
1789 553482_010   21048.000    688  Yes   No   Yes Black/African American
1790 556445_010   21600.000    699  Yes   No    No                  Other
1791 552917_010  407606.754    676   No   No   Yes        White/Caucasian
1792 552840_010   37181.174    635   No   No   Yes                   <NA>
1793 558237_010   22763.401    660  Yes   No   Yes Black/African American
1794 551505_010    9672.000    895   No   No    No Black/African American
1795 552818_010 1015012.000    684   No   No   Yes        White/Caucasian
1796 559023_010   28637.869    637  Yes   No    No                   <NA>
1797 557690_010   24600.000    721  Yes   No    No                  Other
1798 558532_010   60475.000    616   No   No   Yes                   <NA>
1799 553399_010  209782.624    861   No   No    No Black/African American
1800 555441_010   52700.000    650   No   No   Yes        White/Caucasian
1801 558668_010   78764.000    640  Yes   No   Yes                   <NA>
1802 557909_010   51700.000    635   No   No   Yes        White/Caucasian
1803 557795_010   15826.395    995   No   No    No Black/African American
1804 559964_010   15624.000    798   No   No    No                  Other
1805 558951_020   91520.000    654   No  Yes    No        White/Caucasian
1806 556179_020  108112.000    543  Yes   No   Yes        White/Caucasian
1807 559346_010   83600.000    876   No   No   Yes Black/African American
1808 557710_010   34674.064   1045   No   No    No Black/African American
1809 551746_010   52000.000    624   No   No    No Black/African American
1810 558413_020  186600.000    612   No   No   Yes                   <NA>
1811 557126_020   99472.590    609   No   No   Yes        White/Caucasian
1812 553443_020   50212.000    739  Yes   No   Yes Black/African American
1813 554517_010       0.000    684   No   No   Yes                  Other
1814 559301_010   42000.000    607   No   No   Yes                   <NA>
1815 553086_010   18231.333    814  Yes   No    No Black/African American
1816 553826_020  175000.000    712   No   No   Yes        White/Caucasian
1817 551957_020  114656.000    621   No   No   Yes        White/Caucasian
1818 555241_010   14400.000    635   No   No   Yes Black/African American
1819 555749_010   10252.000    661   No   No    No                   <NA>
1820 554624_010   25800.000   1097  Yes   No    No                  Other
1821 559691_010   71000.000    610   No   No    No        White/Caucasian
1822 559839_010  369257.048    638   No   No    No Black/African American
1823 557882_010   10000.000    627   No   No   Yes        White/Caucasian
1824 558747_010   13200.000    658  Yes   No    No                  Other
1825 556260_020  148060.000    689   No   No   Yes        White/Caucasian
1826 557141_010   96428.000    638  Yes   No   Yes        White/Caucasian
1827 554203_010  191000.000    658   No   No   Yes                   <NA>
1828 557219_010   82020.000    630   No   No   Yes                   <NA>
1829 557198_010  133000.000    671   No   No   Yes        White/Caucasian
1830 556240_020   15160.000    618   No   No   Yes Black/African American
1831 550554_010   72600.000    624   No   No   Yes                   <NA>
1832 551057_010   15048.000    924   No  Yes    No        White/Caucasian
1833 551450_010  340000.000    682   No   No    No        White/Caucasian
1834 553294_020   54652.000    523  Yes   No    No                   <NA>
1835 556869_010   70060.000    886  Yes   No    No Black/African American
1836 559861_020  223349.581    667   No   No   Yes                   <NA>
1837 556138_010    8000.000    713   No  Yes   Yes Black/African American
1838 552828_010  303916.197    636   No   No   Yes Black/African American
1839 550873_010  123320.000    624  Yes   No   Yes                   <NA>
1840 554238_020   62412.000    909   No   No    No        White/Caucasian
1841 552482_010   51253.000    756   No   No   Yes        White/Caucasian
1842 559963_010  124589.000    656  Yes   No   Yes Black/African American
1843 556288_020  308584.288    891   No   No   Yes        White/Caucasian
1844 555336_010   35000.000    791   No   No   Yes Black/African American
1845 551450_010  344000.000    682   No   No    No        White/Caucasian
1846 553435_010   27450.000    911   No   No   Yes        White/Caucasian
1847 551723_010   27140.000    778   No   No   Yes Black/African American
1848 551238_010   72872.000    646   No   No   Yes        White/Caucasian
1849 559968_010  115000.000    650   No   No   Yes                   <NA>
1850 552228_020   12000.000    654   No   No   Yes                   <NA>
1851 557198_010  132036.000    671   No   No   Yes        White/Caucasian
1852 559301_020   42000.000    527   No   No   Yes                   <NA>
1853 551483_010   12000.000    797  Yes   No    No        White/Caucasian
1854 559387_010   33204.000    646  Yes   No   Yes Black/African American
1855 558602_020   53384.000    767  Yes   No   Yes        White/Caucasian
1856 550524_010   51700.000    838   No   No   Yes Black/African American
1857 558069_010   30000.000    810   No  Yes   Yes Black/African American
1858 557754_010   18895.000    778  Yes  Yes   Yes        White/Caucasian
1859 558266_010   45000.000    680   No   No   Yes        White/Caucasian
1860 556545_010    3900.000    631   No   No   Yes                  Other
1861 558309_010   12420.000    988   No   No   Yes                  Other
1862 554667_010  236000.000    627   No   No    No        White/Caucasian
1863 558268_010   31200.000    629   No   No   Yes                   <NA>
1864 558693_010   72000.000    630  Yes   No   Yes                  Other
1865 553248_010   65000.000    828   No   No    No Black/African American
1866 557721_020   60400.000    647   No   No    No        White/Caucasian
1867 557131_020  112500.000    836  Yes   No   Yes Black/African American
1868 550063_010   33800.000    631   No   No   Yes        White/Caucasian
1869 550759_010   17650.000    830   No   No   Yes                  Other
1870 552050_010   17412.000    684  Yes   No    No Black/African American
1871 555216_020   44485.048    842  Yes   No   Yes                  Other
1872 555785_020   30600.000    499   No   No    No                   <NA>
1873 552812_020  153404.000    654  Yes   No   Yes        White/Caucasian
1874 557842_010   30000.000    632  Yes   No    No        White/Caucasian
1875 559329_020  188000.000    545   No   No   Yes                  Other
1876 552231_020  102000.000    650   No   No   Yes                   <NA>
1877 554690_020  120000.000    596   No   No   Yes        White/Caucasian
1878 556549_010   13368.000    868  Yes   No    No                  Other
1879 559649_010   53400.000    722   No   No   Yes Black/African American
1880 559793_010   98030.000    654   No   No    No                   <NA>
1881 554129_020   96351.675   1081   No   No   Yes Black/African American
1882 550904_020  455562.777    564   No   No   Yes Black/African American
1883 553241_020  106000.000    564   No   No   Yes Black/African American
1884 552949_010  134000.000    648   No   No    No        White/Caucasian
1885 552100_010  177000.000    758   No   No   Yes Black/African American
1886 558837_020       0.000    808   No   No   Yes        White/Caucasian
1887 556477_010   13070.612    638  Yes   No   Yes                   <NA>
1888 558082_010   15600.000    989   No   No    No Black/African American
1889 554250_010  110300.000    927   No   No   Yes                   <NA>
1890 551110_010   13860.000    824   No   No    No Black/African American
1891 557721_020   60200.000    643   No   No    No        White/Caucasian
1892 557407_010   43270.000    639  Yes  Yes    No Black/African American
1893 553424_010   51682.000    636  Yes  Yes   Yes                   <NA>
1894 558284_010   35944.967    972  Yes   No    No Black/African American
1895 557253_010   30600.000    892  Yes   No   Yes        White/Caucasian
1896 558991_010   40100.000    626   No   No    No        White/Caucasian
1897 557126_020   99472.590    609   No   No   Yes        White/Caucasian
1898 556509_010   15500.000    960  Yes   No   Yes Black/African American
1899 559227_020  102680.000    605   No   No   Yes        White/Caucasian
1900 559484_020  126000.000    634   No   No   Yes Black/African American
1901 558004_010  102000.000    637   No   No   Yes        White/Caucasian
1902 550904_020  430400.000    566   No   No   Yes Black/African American
1903 551024_010   18400.000    951  Yes   No   Yes Black/African American
1904 550783_010   20880.000   1016   No   No    No Black/African American
1905 559691_010   70800.000    607   No   No    No        White/Caucasian
1906 552745_010   84012.000    635   No   No    No        White/Caucasian
1907 557785_020  180112.000    627   No   No    No        White/Caucasian
1908 556126_010   22217.000    616   No   No   Yes                   <NA>
1909 559786_020   41208.000    633  Yes   No    No        White/Caucasian
1910 558380_010    4688.000    758   No   No    No        White/Caucasian
1911 554256_020   14040.000    669   No   No    No                  Other
1912 559470_010   17328.000    740   No   No   Yes        White/Caucasian
1913 557775_010   58469.605    641   No   No   Yes        White/Caucasian
1914 554314_010   70000.000    669   No   No   Yes                   <NA>
1915 559762_010   73640.000    656   No   No   Yes        White/Caucasian
1916 553267_010       0.000    856   No   No   Yes                  Other
1917 552156_010   27140.000    783   No   No   Yes Black/African American
1918 551286_020   65600.000    811   No   No   Yes        White/Caucasian
1919 558927_010   70000.000    652   No   No   Yes        White/Caucasian
1920 557003_010    6260.000    676   No   No   Yes Black/African American
1921 556433_010       0.000    670   No   No    No                   <NA>
1922 550347_020  205002.000    601   No   No   Yes                   <NA>
1923 557385_020   31850.000    771   No   No   Yes Black/African American
1924 555911_010   17796.000    617   No   No   Yes        White/Caucasian
1925 558541_010   27450.000    833   No   No    No        White/Caucasian
1926 557484_020  229120.000    653   No   No    No                   <NA>
1927 557461_020  407606.754    619  Yes   No   Yes        White/Caucasian
1928 552048_010    1000.000    955   No   No   Yes        White/Caucasian
1929 557223_010   30332.902    841  Yes   No   Yes        White/Caucasian
1930 557034_010    3000.000    823   No   No    No                  Other
1931 550794_020  122036.000    662  Yes   No   Yes        White/Caucasian
1932 556433_010       0.000    670   No   No    No                   <NA>
1933 552872_020  485600.000    774   No   No   Yes        White/Caucasian
1934 556654_010   40000.000    613   No   No   Yes        White/Caucasian
1935 551514_010   13608.000    656   No   No   Yes                   <NA>
1936 551761_010   31080.000    823   No   No   Yes Black/African American
1937 553948_020  117228.000    803  Yes   No   Yes Black/African American
1938 552690_010   15252.000    726  Yes   No    No Black/African American
1939 554939_010   38220.000    708   No   No   Yes Black/African American
1940 555311_020  510720.000    566   No   No    No                   <NA>
1941 557425_010   40632.000    656   No   No   Yes                  Other
1942 553393_010    6800.000    630   No   No    No        White/Caucasian
1943 558315_020  190420.000    687   No   No    No Black/African American
1944 551305_010  198000.000    649   No   No   Yes        White/Caucasian
1945 559905_010    3959.941    611   No   No    No                   <NA>
1946 558826_010   18231.333    883  Yes   No    No Black/African American
1947 550790_020  430400.000    567   No   No   Yes                   <NA>
1948 552025_010  117000.000    619   No   No   Yes                  Other
1949 554195_010   50607.954    722   No   No    No        White/Caucasian
1950 554628_010   13806.325    647   No   No    No                   <NA>
1951 559806_010   55000.000    773   No   No    No        White/Caucasian
1952 551564_010   29700.000    655   No   No   Yes        White/Caucasian
1953 554069_020   13097.695    722   No   No    No Black/African American
1954 551767_010   37836.000    643  Yes   No    No                  Other
1955 556484_010   60000.000    685  Yes   No   Yes        White/Caucasian
1956 556367_010   17952.000    666   No   No    No Black/African American
1957 556141_020   75700.000    891  Yes   No    No                  Other
1958 553715_010    2000.000    740  Yes   No    No Black/African American
1959 551261_010   28000.000    651   No   No    No Black/African American
1960 555872_010   70000.000    677   No   No   Yes        White/Caucasian
1961 555473_010    3600.000    768   No   No   Yes Black/African American
1962 552548_010   83600.000    780   No   No   Yes        White/Caucasian
1963 551057_010   14796.000    925   No  Yes    No        White/Caucasian
1964 554427_020  199200.000    595   No   No   Yes        White/Caucasian
1965 557386_010   12492.000   1066   No   No   Yes Black/African American
1966 559512_010   18108.000   1200   No  Yes   Yes Black/African American
1967 555311_010  486747.804    617   No   No    No                   <NA>
1968 550822_010   71240.000    658  Yes  Yes   Yes Black/African American
1969 554831_010   72000.000    845   No   No   Yes Black/African American
1970 558926_010  120864.000    676   No   No    No        White/Caucasian
1971 559512_010   18300.000   1093   No  Yes   Yes Black/African American
1972 550278_010   21760.000    816  Yes   No    No Black/African American
1973 556545_010    4000.000    631   No   No   Yes                  Other
1974 553206_010    3240.000    656  Yes   No   Yes Black/African American
1975 559704_010   24960.000    730   No   No    No Black/African American
1976 557721_020   60276.000    643   No   No    No        White/Caucasian
1977 553393_010    7000.000    630   No   No    No        White/Caucasian
1978 551514_010   13416.000    656   No   No   Yes                   <NA>
1979 553826_020  175000.000    701   No   No   Yes        White/Caucasian
1980 550295_010   25308.000    627  Yes   No   Yes        White/Caucasian
1981 551026_010   15600.000    939   No   No   Yes Black/African American
1982 556114_010  238400.000    633   No   No    No        White/Caucasian
1983 553755_010   94400.000    926  Yes   No   Yes Black/African American
1984 557876_010   12660.000    865   No   No   Yes        White/Caucasian
1985 552468_010  124589.000    768  Yes   No    No        White/Caucasian
1986 557721_010   60340.000    642   No   No    No        White/Caucasian
1987 558131_010  168400.000    670   No   No   Yes        White/Caucasian
1988 559157_010   10197.776    852   No   No   Yes Black/African American
1989 557093_010   80280.000    747  Yes   No   Yes                  Other
1990 558266_010   44600.000    680   No   No   Yes        White/Caucasian
1991 554917_010    2760.000    794   No   No    No Black/African American
1992 558131_020  168000.000    676  Yes   No   Yes        White/Caucasian
1993 555245_010    1980.000    635   No   No    No Black/African American
1994 554345_020  178080.000    605   No   No   Yes                   <NA>
1995 558626_020   80724.000    564   No   No   Yes                   <NA>
1996 557773_010   52000.000    679   No   No    No        White/Caucasian
1997 557038_010  110300.000    820   No   No   Yes Black/African American
1998 551087_010    3600.000    704   No   No    No        White/Caucasian
1999 555050_010   38000.000    636  Yes   No    No                  Other
2000 550845_010   53428.000    646   No   No    No        White/Caucasian
2001 550418_010    2700.000    638   No   No   Yes                   <NA>
2002 553327_010   12728.443    622  Yes   No   Yes Black/African American
2003 555053_010   25249.061    972   No   No   Yes        White/Caucasian
2004 552053_010  155000.000    685   No   No   Yes        White/Caucasian
2005 552812_020  154000.000    655   No   No   Yes Black/African American
2006 557030_010       0.000    990   No  Yes    No Black/African American
2007 557673_010   47400.000    773   No   No   Yes Black/African American
2008 551225_010   33484.000    662  Yes   No    No                  Other
2009 550143_010   45421.000    912   No   No   Yes Black/African American
2010 554354_010  186600.000    729   No   No    No        White/Caucasian
2011 557073_020    2149.000    784   No   No   Yes                  Other
2012 551744_020  194000.000    680   No   No    No        White/Caucasian
2013 557223_010   30500.000    887  Yes   No   Yes        White/Caucasian
2014 558809_010   92760.000    664   No   No   Yes        White/Caucasian
2015 554578_020  175012.000    651   No   No    No                  Other
2016 554578_010  175012.000    666   No   No    No                  Other
2017 551783_010  165000.000    791  Yes   No   Yes Black/African American
2018 556411_010  281000.000    615   No   No   Yes                   <NA>
2019 550317_010   70177.547    620   No   No   Yes                  Other
2020 559586_010  129667.915    664   No   No   Yes                  Other
2021 556668_020   24000.000    891  Yes   No   Yes        White/Caucasian
2022 552776_010   12782.635    638   No   No   Yes Black/African American
2023 559579_020  192120.000    612   No   No   Yes                  Other
2024 550105_010   44302.496    860  Yes   No   Yes                  Other
2025 552223_010  779800.000    658  Yes   No   Yes        White/Caucasian
2026 558974_010   94204.000    669   No   No   Yes        White/Caucasian
2027 555805_010  248463.477    674   No   No   Yes                   <NA>
2028 554312_020   51384.000    677  Yes   No    No                   <NA>
2029 555780_010   88800.000    821   No   No   Yes                  Other
2030 555053_020   25200.000    925  Yes   No    No        White/Caucasian
2031 550356_010   24112.000    656  Yes  Yes    No        White/Caucasian
2032 550164_020  484000.000    782   No   No   Yes        White/Caucasian
2033 559660_010    8662.000    746   No  Yes    No Black/African American
2034 559477_020   31000.000    382   No   No    No Black/African American
2035 553121_010    6960.000    677   No   No   Yes        White/Caucasian
2036 553815_020  171520.000    382   No   No   Yes                   <NA>
2037 557924_010  117000.000    649  Yes  Yes   Yes                  Other
2038 554146_010   44485.048    752   No   No   Yes                  Other
2039 554121_010    2000.000    704   No   No    No Black/African American
2040 556475_010   66040.000    860   No   No   Yes Black/African American
2041 550918_010   22256.400    729   No   No    No Black/African American
2042 559758_010   34674.064    810  Yes   No    No Black/African American
2043 550240_020   47960.000    844  Yes   No    No        White/Caucasian
2044 556698_010  160040.000    671   No   No    No Black/African American
2045 553262_010   18000.000    632   No   No    No        White/Caucasian
2046 557680_010   46000.000    812   No   No   Yes Black/African American
2047 559425_020   87680.000    635   No   No   Yes        White/Caucasian
2048 557063_020  129600.000    627  Yes   No   Yes        White/Caucasian
2049 551207_010    4848.000    639  Yes   No   Yes        White/Caucasian
2050 558859_010   75280.000    650   No   No   Yes        White/Caucasian
2051 550228_010   15624.000    773   No   No   Yes        White/Caucasian
2052 554069_010   13070.612    804   No   No   Yes Black/African American
2053 557842_010   30000.000    635  Yes   No    No        White/Caucasian
2054 559283_010   52600.000    636   No   No   Yes                   <NA>
2055 554255_010   15480.000    675   No   No    No                  Other
2056 555891_020   18000.000    667  Yes   No   Yes        White/Caucasian
2057 559806_020   55212.000    601   No   No    No                  Other
2058 555171_010   12372.000    949   No   No   Yes Black/African American
2059 556533_020   79000.000    503   No   No    No Black/African American
2060 558185_010   20100.000    660  Yes   No   Yes        White/Caucasian
2061 557152_010   83204.000    648   No   No    No        White/Caucasian
2062 557966_010  130000.000    653   No   No   Yes                   <NA>
2063 552638_020  136656.000    531   No   No   Yes                   <NA>
2064 551316_010    8000.000    669  Yes   No    No                   <NA>
2065 556857_010   10344.000    617   No   No    No                  Other
2066 559912_020  133000.000    683   No   No   Yes        White/Caucasian
2067 554363_010   67500.000    672   No   No    No Black/African American
2068 558693_020   72000.000    647  Yes   No   Yes                  Other
2069 552648_010   15948.000    771   No   No   Yes Black/African American
2070 559752_010   45600.000    837   No   No   Yes Black/African American
2071 552906_010   49100.000    619  Yes   No   Yes                  Other
2072 559186_020  130000.000    567   No   No   Yes        White/Caucasian
2073 553623_010   85449.191    711   No   No    No Black/African American
2074 555853_010   10476.000    868   No   No    No                  Other
2075 551957_020  114656.000    621   No   No   Yes        White/Caucasian
2076 554517_010       0.000    684   No   No   Yes                  Other
2077 554832_010   13208.000    738  Yes   No   Yes        White/Caucasian
2078 555053_010   25260.000   1012   No   No   Yes        White/Caucasian
2079 553180_010   26400.000   1053   No   No    No                  Other
2080 557510_020   88612.000    566   No   No    No Black/African American
2081 554075_010       0.000    779   No   No    No        White/Caucasian
2082 559814_010  223000.000    667   No   No   Yes        White/Caucasian
2083 557544_020   87010.000    602   No   No   Yes                   <NA>
2084 556976_020  178528.000    573   No   No   Yes        White/Caucasian
2085 553738_010   22636.000    924   No   No    No Black/African American
2086 551459_010   80800.000    745  Yes   No   Yes Black/African American
2087 559653_010   31963.035    823   No   No   Yes Black/African American
2088 559921_010   12420.000    644   No   No    No        White/Caucasian
2089 551833_010   83600.000    637   No   No   Yes                   <NA>
2090 557667_010    6457.206    661  Yes   No   Yes        White/Caucasian
2091 551080_020   50000.000    837   No   No   Yes Black/African American
2092 556224_010   90000.000    812   No   No   Yes Black/African American
2093 556271_010   13200.000    749  Yes   No    No                  Other
2094 554789_010  148320.000    788  Yes   No   Yes Black/African American
2095 550964_020  637040.695    674   No   No   Yes        White/Caucasian
2096 554724_020   50761.000    816   No   No   Yes Black/African American
2097 556994_010  175000.000    677  Yes   No    No        White/Caucasian
2098 554445_010   18300.000    891  Yes   No   Yes Black/African American
2099 555653_010  120001.000    624   No   No   Yes                   <NA>
2100 555037_020   72000.000    418   No   No   Yes                   <NA>
2101 558015_010  380300.000    775   No  Yes   Yes        White/Caucasian
2102 557470_020  233000.000    674   No   No   Yes        White/Caucasian
2103 559369_010   14400.000    833   No  Yes   Yes Black/African American
2104 556144_020  148320.000    763   No   No   Yes        White/Caucasian
2105 554345_010  178528.000    605   No   No   Yes                   <NA>
2106 553921_010   10000.000   1093   No   No    No Black/African American
2107 556766_010   60000.000    605   No   No   Yes                   <NA>
2108 550385_010   28266.534    774   No   No    No                  Other
2109 552779_010    6648.000   1100   No   No   Yes        White/Caucasian
2110 554392_010   49400.000    784  Yes   No   Yes Black/African American
2111 557885_020  102784.980    650  Yes   No   Yes                  Other
2112 557349_020  110000.000    597   No   No   Yes                  Other
2113 559470_010   17412.000    791   No   No   Yes        White/Caucasian
2114 557048_020  131016.000    586   No   No    No Black/African American
2115 551214_010       0.000    797  Yes   No   Yes                  Other
2116 552578_020  127522.562    657   No   No   Yes                   <NA>
2117 553167_020   87000.000    618  Yes   No   Yes                   <NA>
2118 558617_010   68000.000    691  Yes   No   Yes        White/Caucasian
2119 554314_010   70012.000    669   No   No   Yes                   <NA>
2120 555706_020  130252.000    653   No   No   Yes Black/African American
2121 550295_010   25304.000    627  Yes   No   Yes        White/Caucasian
2122 550967_020   85000.000    767  Yes   No    No Black/African American
2123 550962_010   47000.000    642   No   No   Yes Black/African American
2124 559144_010  208000.000   1008  Yes   No    No Black/African American
2125 555113_020   85012.000    597   No   No   Yes                   <NA>
2126 558974_010   94000.000    669   No   No   Yes        White/Caucasian
2127 559223_020   70000.000    591   No   No   Yes        White/Caucasian
2128 552811_020  320000.000    722   No   No   Yes Black/African American
2129 551744_010  194080.000    660   No   No   Yes        White/Caucasian
2130 556402_010   15948.000    629   No   No    No        White/Caucasian
2131 550291_010   18800.000    655   No   No   Yes        White/Caucasian
2132 550043_010   27600.000    903   No   No    No Black/African American
2133 554228_020   17388.000    837  Yes   No   Yes        White/Caucasian
2134 553325_010   14508.000    840   No   No    No Black/African American
2135 551686_010   72000.000    657   No   No    No Black/African American
2136 559649_010   53400.000    722   No   No   Yes Black/African American
2137 552301_010   12012.000    925   No   No   Yes        White/Caucasian
2138 558109_010  238400.000    685   No   No   Yes Black/African American
2139 554899_010   33344.000    613  Yes   No   Yes        White/Caucasian
2140 550015_020   90000.000    595   No   No   Yes                  Other
2141 550985_020  130252.000    653   No   No   Yes                  Other
2142 558936_010   13236.192    760   No   No   Yes Black/African American
2143 553798_020  117000.000    508   No   No   Yes                   <NA>
2144 551132_020  109000.000    683   No   No   Yes        White/Caucasian
2145 554369_010    6552.000    780  Yes  Yes   Yes Black/African American
2146 559343_010    2149.000    670   No   No   Yes                  Other
2147 553793_010   50000.000    666   No   No   Yes Black/African American
2148 553757_020  267060.000    610   No   No   Yes        White/Caucasian
2149 557433_010   20000.000    783  Yes   No    No Black/African American
2150 555260_010   23748.000    933   No   No    No Black/African American
2151 554494_020  139200.000    614   No   No    No        White/Caucasian
2152 558739_010  237050.000    630   No   No   Yes                  Other
2153 554875_020     600.000    611   No   No   Yes Black/African American
2154 559270_010       0.000    626   No   No   Yes                   <NA>
2155 556249_020  707600.000    611   No   No   Yes                  Other
2156 553994_020   11000.000    618  Yes  Yes    No        White/Caucasian
2157 556851_010   12251.412    670   No   No   Yes Black/African American
2158 550185_020  100000.000    609   No   No   Yes        White/Caucasian
2159 555338_010       0.000    893  Yes   No   Yes Black/African American
2160 551286_020   65982.336    811   No   No   Yes                  Other
2161 555351_010   69278.635    646   No   No   Yes Black/African American
2162 559011_010   37079.926    658   No   No   Yes        White/Caucasian
2163 551085_010   29040.000    669   No   No    No                  Other
2164 552629_010   30600.000    941  Yes   No   Yes Black/African American
2165 554463_010   49240.000    675   No   No   Yes        White/Caucasian
2166 552302_010       0.000    633  Yes   No    No                   <NA>
2167 553424_010   51600.000    643  Yes   No   Yes                   <NA>
2168 551026_010   15345.000    939   No   No   Yes Black/African American
2169 556943_020   14160.000    651   No   No   Yes                  Other
2170 558646_010   20088.000    772   No   No   Yes Black/African American
2171 556827_010   16800.000    836   No   No    No                  Other
2172 550964_010  594000.000    641   No   No   Yes        White/Caucasian
2173 552053_010  155180.000    686   No   No   Yes        White/Caucasian
2174 559839_020  380300.000    537   No   No    No Black/African American
2175 550015_010   90000.000    678   No   No   Yes                  Other
2176 555331_020  145000.000    556   No   No   Yes        White/Caucasian
2177 553935_010   19200.000    836   No   No    No Black/African American
2178 553995_010   40012.000    748   No   No   Yes Black/African American
2179 557795_010   16000.000    995   No   No    No Black/African American
2180 556779_020  121200.000    613   No   No   Yes        White/Caucasian
2181 550522_010    1000.000    674   No   No    No                  Other
2182 555441_010   52700.000    649   No   No   Yes        White/Caucasian
2183 551737_020  194000.000    622   No   No   Yes        White/Caucasian
2184 558652_020  103000.000    611   No   No    No Black/African American
2185 555653_020  120000.000    622   No   No   Yes                   <NA>
2186 554163_010  332600.000    678   No   No   Yes        White/Caucasian
2187 551031_010   31963.035    645   No   No   Yes                   <NA>
2188 559300_010  353005.511    680   No   No   Yes        White/Caucasian
2189 559734_010  109120.000    663   No   No    No                   <NA>
2190 557908_010   23808.000    680   No   No    No                  Other
2191 557529_020  120000.000    539   No   No   Yes                   <NA>
2192 557784_010   23748.000    657  Yes   No   Yes Black/African American
2193 556920_010  134188.000    621   No   No   Yes        White/Caucasian
2194 556936_010  100480.000    745  Yes   No    No Black/African American
2195 557559_020  135000.000    809   No   No   Yes Black/African American
2196 559440_010  121200.000    662   No   No   Yes        White/Caucasian
2197 559990_010   49800.000    652   No   No   Yes                   <NA>
2198 551228_010   22776.000    684  Yes   No   Yes                  Other
2199 552383_010       0.000    849  Yes   No   Yes                  Other
2200 559132_010  228533.430    714   No   No   Yes                  Other
2201 554655_010   15000.000    642  Yes   No   Yes        White/Caucasian
2202 557898_010   42200.000    663  Yes   No    No                   <NA>
2203 551686_020   72201.000    638   No   No   Yes Black/African American
2204 556586_010   93480.000    829   No   No   Yes        White/Caucasian
2205 557571_010   22800.000    818  Yes  Yes    No Black/African American
2206 552499_020    9000.000    746   No   No    No                  Other
2207 559593_010  147000.000    614   No   No   Yes        White/Caucasian
2208 552019_010  250080.000    623   No   No   Yes                   <NA>
2209 556431_010  118000.000    620   No   No   Yes                   <NA>
2210 559653_010   31800.000    773   No   No   Yes Black/African American
2211 559199_020   34610.000    559   No   No   Yes                  Other
2212 558938_010   45240.000    645  Yes   No    No Black/African American
2213 552238_010    2500.000    673   No   No   Yes                   <NA>
2214 551108_020  119008.000    622   No   No    No        White/Caucasian
2215 555071_010  124589.000    612   No  Yes   Yes Black/African American
2216 557647_010   18300.000    644  Yes   No    No        White/Caucasian
2217 555925_010   45500.000    850   No   No   Yes Black/African American
2218 555511_010   40000.000    606   No   No   Yes                   <NA>
2219 553826_010  175000.000    725   No   No   Yes        White/Caucasian
2220 551735_010  276400.000    622   No   No   Yes        White/Caucasian
2221 559234_020  137000.000    683   No   No   Yes                   <NA>
2222 558703_010   17964.000    641  Yes   No   Yes                   <NA>
2223 553522_010  140200.000    672   No   No   Yes        White/Caucasian
2224 556976_010  178528.000    628   No   No   Yes        White/Caucasian
2225 550551_010   73510.000    649   No   No    No                   <NA>
2226 559272_010   19650.320    623   No   No    No Black/African American
2227 552332_020  122000.000    769  Yes   No   Yes        White/Caucasian
2228 555331_020  145400.000    554   No   No   Yes        White/Caucasian
2229 557617_010   73848.000    780  Yes   No   Yes Black/African American
2230 559963_010  124517.822    657  Yes   No   Yes Black/African American
2231 556390_010   12000.000    632   No   No   Yes        White/Caucasian
2232 555944_010  190420.000    687   No   No   Yes Black/African American
2233 553139_020   50000.000    624   No   No   Yes        White/Caucasian
2234 556456_010   44600.000    631   No   No   Yes        White/Caucasian
2235 556431_020  118000.000    626  Yes   No    No                   <NA>
2236 552177_010   82150.000    652   No   No   Yes        White/Caucasian
2237 552646_010  129667.915    626   No   No    No        White/Caucasian
2238 553552_010    6480.000    914   No   No    No                  Other
2239 550181_010   55000.000    666   No   No    No        White/Caucasian
2240 553413_010   87010.000    768   No   No    No                  Other
2241 558511_020   47484.000    610  Yes   No    No                   <NA>
2242 551080_010   50000.000    837   No   No   Yes Black/African American
2243 550100_010     804.000    644   No  Yes    No        White/Caucasian
2244 556717_020  366280.000    636   No   No   Yes                   <NA>
2245 552448_010   10707.000    902  Yes   No   Yes                  Other
2246 557063_020  130000.000    627  Yes   No   Yes        White/Caucasian
2247 555716_020   10000.000    673   No   No    No                  Other
2248 555037_010   72201.000    615   No   No   Yes                   <NA>
2249 558547_020    5040.000    599   No   No    No        White/Caucasian
2250 556413_020  157200.000    670   No   No   Yes                  Other
2251 550569_010  317000.000    661  Yes   No   Yes        White/Caucasian
2252 559346_010   84012.000    900   No   No   Yes Black/African American
2253 555022_010   31850.000    626  Yes   No   Yes                  Other
2254 556646_020  254000.000    721   No   No   Yes Black/African American
2255 554591_020  127000.000    586   No   No   Yes Black/African American
2256 550822_020   71240.000    660  Yes  Yes   Yes Black/African American
2257 558671_020   31235.000    945  Yes   No    No        White/Caucasian
2258 552748_010   30332.902    760   No   No    No Black/African American
2259 553641_010   50212.000    627   No  Yes    No                  Other
2260 554463_010   49100.000    676   No   No   Yes        White/Caucasian
2261 551628_010       0.000    708  Yes   No   Yes Black/African American
2262 557375_010     300.000    623  Yes  Yes   Yes        White/Caucasian
2263 555338_020       0.000    988   No   No   Yes                  Other
2264 557940_010   19380.000    672   No   No   Yes Black/African American
2265 555037_020   72180.000    414   No   No   Yes                   <NA>
2266 555297_020  540000.000    657   No   No   Yes                  Other
2267 557353_010   10236.000    811  Yes   No   Yes Black/African American
2268 553998_010       0.000    643  Yes   No   Yes        White/Caucasian
2269 559001_010    6812.000    834   No   No   Yes                  Other
2270 552306_020  189003.000    607   No   No   Yes                   <NA>
2271 554420_010   14241.000   1040  Yes   No   Yes Black/African American
2272 555706_020  130000.000    657   No   No   Yes Black/African American
2273 552964_010  107000.000    649   No   No    No        White/Caucasian
2274 556484_010   60050.000    685  Yes   No   Yes        White/Caucasian
2275 556038_010   71080.000    768   No   No   Yes Black/African American
2276 553241_010  106000.000    628   No   No   Yes Black/African American
2277 559029_020  152000.000    603   No   No   Yes        White/Caucasian
2278 550233_020   25300.000    778  Yes   No   Yes        White/Caucasian
2279 550375_010   19040.000    762   No   No   Yes Black/African American
2280 550583_010   95000.000    648   No  Yes   Yes        White/Caucasian
2281 552835_010  172000.000    674   No   No    No        White/Caucasian
2282 557855_010   32580.000    714  Yes   No   Yes Black/African American
2283 550147_010   30000.000    716   No   No    No Black/African American
2284 551597_020   26000.000    634   No   No    No                   <NA>
2285 550581_020   22534.000    749  Yes   No   Yes        White/Caucasian
2286 554445_010   18226.344    879  Yes   No   Yes Black/African American
2287 559472_010   48366.581   1066   No   No   Yes                  Other
2288 555663_010   89670.804    682   No   No   Yes                  Other
2289 555216_010   44485.048    855   No   No   Yes                  Other
2290 552454_010   96000.000    716   No   No   Yes                  Other
2291 552633_010   20000.000    735  Yes   No   Yes        White/Caucasian
2292 553564_020   35000.000    545  Yes   No    No        White/Caucasian
2293 557510_010   88800.000    698  Yes   No   Yes Black/African American
2294 558330_020   92856.000    816  Yes   No   Yes Black/African American
2295 553755_010   94641.197   1108  Yes   No   Yes Black/African American
2296 557456_020   25304.000    788  Yes   No    No                  Other
2297 557699_010   10920.000    619   No   No    No Black/African American
2298 552578_010  128435.835    657   No   No   Yes                   <NA>
2299 559023_010   28264.000    637  Yes   No    No                   <NA>
2300 558198_010   25304.000    722  Yes   No    No                   <NA>
2301 556205_010   49400.000    629   No   No    No                   <NA>
2302 559355_010   78256.000    649   No   No    No                   <NA>
2303 551310_010   80000.000    803   No   No   Yes Black/African American
2304 556205_010   49501.000    631   No   No    No                   <NA>
2305 556073_010   11052.000    780  Yes   No    No Black/African American
2306 551116_010   68664.000    616   No   No   Yes                   <NA>
2307 556141_020   75500.000    860  Yes   No    No                  Other
2308 551223_010   16824.000    636   No   No   Yes                   <NA>
2309 553775_020  101156.000    551  Yes   No   Yes                  Other
2310 551762_010   80000.000    629  Yes   No   Yes        White/Caucasian
2311 552342_010   28036.000    663   No   No   Yes Black/African American
2312 558174_020  141276.000    947   No   No   Yes Black/African American
2313 559660_010    8640.000    753   No  Yes    No Black/African American
2314 558281_010   21716.000   1082  Yes   No    No                  Other
2315 554748_010   94796.000    685   No   No   Yes        White/Caucasian
2316 551140_010   10200.000    804   No   No   Yes        White/Caucasian
2317 553474_020       0.000    804   No   No   Yes Black/African American
2318 554280_010   80000.000    633   No   No    No                   <NA>
2319 556484_010   60000.000    685  Yes   No   Yes        White/Caucasian
2320 555476_010  327000.000    639   No   No   Yes        White/Caucasian
2321 557484_020  227901.215    653   No   No    No                   <NA>
2322 559660_010    8400.000    753   No  Yes    No Black/African American
2323 558128_010  237000.000    619   No   No   Yes                   <NA>
2324 559346_020   83600.000    912  Yes   No   Yes Black/African American
2325 551761_020   31235.000    759  Yes   No   Yes Black/African American
2326 557102_010  243000.000    645   No   No   Yes                  Other
2327 550535_010   25000.000    661   No   No   Yes        White/Caucasian
2328 559909_010    2311.393    648   No   No   Yes Black/African American
2329 555607_010    1000.000    765   No   No   Yes        White/Caucasian
2330 555636_010  218032.013    608   No   No   Yes                   <NA>
2331 554630_010   40498.000    820  Yes   No   Yes Black/African American
2332 559269_020  101338.000    613   No   No   Yes        White/Caucasian
2333 551517_010    6960.000    665   No   No    No        White/Caucasian
2334 556089_020   25962.000    709   No   No    No        White/Caucasian
2335 558216_010   93480.000    637   No   No   Yes Black/African American
2336 552482_020   51000.000    839   No  Yes   Yes        White/Caucasian
2337 553768_010   12408.000    955  Yes   No   Yes Black/African American
2338 551337_020   31235.000    896  Yes  Yes   Yes Black/African American
2339 556350_010   16320.000    643   No   No   Yes Black/African American
2340 555959_010   76000.000    623   No   No   Yes Black/African American
2341 559083_010   57500.000    815   No   No   Yes Black/African American
2342 558446_010   20008.604    650   No   No   Yes Black/African American
2343 558175_020  526192.000    614   No   No   Yes                   <NA>
2344 552578_020  127840.000    655   No   No   Yes                   <NA>
2345 557619_010  188000.000    666   No   No   Yes                   <NA>
2346 557802_010   40498.000    806   No   No   Yes Black/African American
2347 553030_010   46000.000    626  Yes   No   Yes        White/Caucasian
2348 555395_020  404000.000    682   No   No    No        White/Caucasian
2349 554864_010  145400.000    633   No   No   Yes                   <NA>
2350 559492_020   73537.000    634  Yes   No   Yes                   <NA>
2351 555053_020   25272.000    891  Yes   No    No        White/Caucasian
2352 555258_010   40000.000    653  Yes  Yes   Yes Black/African American
2353 557617_020   73848.000    776   No   No   Yes Black/African American
2354 554603_010    1512.000    634   No   No    No Black/African American
2355 557791_010  100000.000    622  Yes   No   Yes        White/Caucasian
2356 552332_010  122600.000    721  Yes   No   Yes        White/Caucasian
2357 550653_010    4848.000    976   No   No    No        White/Caucasian
2358 555050_010   37896.000    636  Yes   No    No                  Other
2359 556276_020   93003.000    625   No   No   Yes                   <NA>
2360 550626_010   85000.000    802  Yes   No    No Black/African American
2361 556384_010   10703.000    792  Yes   No   Yes        White/Caucasian
2362 557351_010  106500.000    838   No   No    No Black/African American
2363 559877_020    5500.000    559   No   No   Yes        White/Caucasian
2364 555721_010   98000.000    665   No   No   Yes                   <NA>
2365 550637_020  430400.000    627   No   No   Yes                   <NA>
2366 554369_010    6840.000    780  Yes  Yes   Yes Black/African American
2367 559842_010  250000.000    629  Yes   No   Yes        White/Caucasian
2368 554933_010   11870.463    670   No   No   Yes        White/Caucasian
2369 555578_010   14200.000    802   No   No   Yes Black/African American
2370 550830_010  100000.000    680  Yes   No    No Black/African American
2371 557751_010   93200.000    699   No   No   Yes Black/African American
2372 559734_020  108400.000    603  Yes   No   Yes                   <NA>
2373 550041_020  711600.000    615  Yes   No   Yes                   <NA>
2374 551547_010   66040.000    826   No   No   Yes                  Other
2375 551046_010   16416.000    939  Yes   No   Yes Black/African American
2376 551646_010   51311.000    679   No   No   Yes                   <NA>
2377 554961_010   64800.000    652   No   No    No                   <NA>
2378 555192_010   19716.000   1060   No   No   Yes        White/Caucasian
2379 550041_010  699684.000    614  Yes   No   Yes                   <NA>
2380 559722_010  318283.858    636   No   No   Yes                   <NA>
2381 554845_020   95824.000    812   No   No   Yes Black/African American
2382 559425_020   87706.076    643   No   No   Yes        White/Caucasian
2383 558765_010   16869.661    749  Yes   No    No Black/African American
2384 554752_010  281000.000    675   No   No    No        White/Caucasian
2385 553262_010   17964.000    632   No   No    No        White/Caucasian
2386 557788_010       0.000    935   No   No    No                  Other
2387 556758_010   40000.000    645   No   No   Yes        White/Caucasian
2388 557180_020  276570.000    589   No   No   Yes        White/Caucasian
2389 555439_010  160644.000    620   No   No   Yes                   <NA>
2390 557417_010       0.000    805   No   No   Yes                  Other
2391 553757_020  268500.000    611   No   No   Yes        White/Caucasian
2392 557518_010  124800.000    698   No   No   Yes        White/Caucasian
2393 558062_010   52550.000    714  Yes   No   Yes Black/African American
2394 554864_020  144600.000    634   No   No   Yes                   <NA>
2395 554717_010    2424.000    663   No   No   Yes        White/Caucasian
2396 558398_010    1000.000    647   No  Yes   Yes                   <NA>
2397 558055_010   25832.000    940   No   No    No Black/African American
2398 554789_020  149080.000    823  Yes   No   Yes Black/African American
2399 556921_010   28600.000    876   No   No    No Black/African American
2400 551744_010  194080.000    665   No   No   Yes        White/Caucasian
2401 550685_010   34000.000    661  Yes   No   Yes        White/Caucasian
2402 555232_010   13416.000    886  Yes   No   Yes        White/Caucasian
2403 551645_010   22256.400    912  Yes   No   Yes        White/Caucasian
2404 557538_020    4772.000    668   No   No   Yes        White/Caucasian
2405 553778_010  126000.000    783   No   No   Yes Black/African American
2406 557223_020   30300.000    773   No   No   Yes        White/Caucasian
2407 552490_010    5000.000    887   No   No    No Black/African American
2408 551064_010   56800.000    679   No   No   Yes                   <NA>
2409 550862_020   27300.000    764   No   No   Yes Black/African American
2410 557725_010  101400.000    685   No   No   Yes        White/Caucasian
2411 557131_010  112500.000    769   No   No   Yes Black/African American
2412 559300_010  347933.333    680   No   No   Yes        White/Caucasian
2413 559968_010  114820.000    650   No   No   Yes                   <NA>
2414 550270_010   30174.637    633   No   No   Yes        White/Caucasian
2415 559565_010   43760.000    897   No  Yes    No Black/African American
2416 550851_020      60.000    569   No   No   Yes        White/Caucasian
2417 551372_010   16988.000    677   No   No   Yes        White/Caucasian
2418 554951_010   34610.000    650   No   No   Yes                  Other
2419 550404_010   50551.154    684   No   No    No Black/African American
2420 558313_010  236000.000    770   No   No   Yes Black/African American
2421 553994_010   10920.000    617  Yes  Yes    No        White/Caucasian
2422 554789_020  149080.000    831  Yes   No   Yes Black/African American
2423 557557_010   35944.967    646   No   No   Yes        White/Caucasian
2424 551973_010   43200.000    682  Yes   No   Yes        White/Caucasian
2425 550524_010   51682.000    892   No   No   Yes Black/African American
2426 554488_020  210364.000    665   No   No   Yes Black/African American
2427 553970_020   75000.000    543   No   No   Yes                  Other
2428 559857_010  250800.000    666   No   No   Yes        White/Caucasian
2429 557723_010     336.000    736   No   No   Yes Black/African American
2430 553505_020  243000.000    570   No   No   Yes        White/Caucasian
2431 559470_020   17380.000    798  Yes   No   Yes        White/Caucasian
2432 552677_010  560500.000    699   No   No   Yes        White/Caucasian
2433 551878_020   44328.000    651   No   No   Yes                  Other
2434 558321_010   26484.000    633   No   No   Yes        White/Caucasian
2435 551346_010       0.000    713   No   No   Yes                  Other
2436 554789_010  148320.000    758   No   No   Yes Black/African American
2437 555171_010   12420.000    948   No   No   Yes Black/African American
2438 552529_020  134600.000    660   No   No   Yes        White/Caucasian
2439 555138_010  265075.000    654   No   No   Yes        White/Caucasian
2440 556225_020   62000.000    506   No   No   Yes                   <NA>
2441 551808_010   19332.000    896   No   No   Yes Black/African American
2442 550458_020  343280.000    674   No   No   Yes                   <NA>
2443 557125_010   40000.000    697  Yes   No   Yes Black/African American
2444 551228_010   23004.000    684  Yes   No   Yes                  Other
2445 551030_010   13128.000    654  Yes   No   Yes        White/Caucasian
2446 550490_010   41688.000    607   No   No   Yes                   <NA>
2447 554764_010  100480.000    701  Yes   No   Yes Black/African American
2448 558517_010  116500.000    632   No   No   Yes        White/Caucasian
2449 552499_010    8880.000    888   No   No   Yes                  Other
2450 550310_010   34000.000    814  Yes   No   Yes Black/African American
2451 559622_010   17736.000   1148   No   No    No Black/African American
2452 556223_020  135840.000    782  Yes   No   Yes Black/African American
2453 559133_010   22752.000    989   No   No    No Black/African American
2454 553721_010   37705.568    662  Yes   No    No        White/Caucasian
2455 557151_010   43760.000    964   No   No    No Black/African American
2456 559343_010    2000.000    670   No   No   Yes                  Other
2457 556077_020  140200.000    766   No   No    No                  Other
2458 558158_010   50000.000    686   No   No   Yes Black/African American
2459 550560_020  106500.000    797   No   No   Yes Black/African American
2460 555085_010       0.000    681   No   No    No                  Other
2461 554687_010  142600.000    643   No   No   Yes                   <NA>
2462 557226_010   17664.000    935   No   No    No Black/African American
2463 559287_020   96267.615    796   No   No   Yes        White/Caucasian
2464 553771_010   12348.000    657  Yes   No   Yes                  Other
2465 559887_010    3604.000    649   No   No   Yes                   <NA>
2466 557025_020   92000.000    745   No   No   Yes        White/Caucasian
2467 551461_020   76000.000    633   No   No    No        White/Caucasian
2468 559741_010    2500.000    752   No   No   Yes Black/African American
2469 554686_010  262500.000    658   No   No   Yes        White/Caucasian
2470 559646_010   23130.617    647   No   No    No        White/Caucasian
2471 557476_010  114000.000    629  Yes   No   Yes Black/African American
2472 552554_020  216000.000    588  Yes   No   Yes                  Other
2473 555262_020  253820.000    657   No   No   Yes        White/Caucasian
2474 559121_010    5860.000    681  Yes  Yes   Yes                  Other
2475 551845_010   40000.000    837  Yes   No   Yes Black/African American
2476 557721_010   60200.000    642   No   No    No        White/Caucasian
2477 555294_010   21936.000    641   No   No    No                   <NA>
2478 556111_010  560500.000    667   No   No   Yes        White/Caucasian
2479 556985_010  476000.000    640   No   No    No        White/Caucasian
2480 553670_010 1800012.000    627   No   No    No                   <NA>
2481 556008_020  211696.111    565  Yes   No   Yes        White/Caucasian
2482 553623_020   85449.191    709   No   No   Yes Black/African American
2483 553211_010   21200.000    883   No  Yes    No Black/African American
2484 557111_020   38220.000    962  Yes   No    No Black/African American
2485 552163_010   31850.000    813  Yes   No    No Black/African American
2486 558366_010  152000.000    678   No   No   Yes        White/Caucasian
2487 556720_020   73640.000   1014   No   No    No Black/African American
2488 552383_010       0.000    849  Yes   No   Yes                  Other
2489 557351_010  108040.000    835   No   No   Yes Black/African American
2490 554717_010    2500.000    663   No   No   Yes        White/Caucasian
2491 558355_010    7500.000    833   No   No    No Black/African American
2492 554773_010   60050.000    750   No   No    No Black/African American
2493 556758_010   40000.000    646   No   No   Yes        White/Caucasian
2494 556846_010  770537.149    681   No   No   Yes        White/Caucasian
2495 555479_010   75012.000    662   No   No   Yes                   <NA>
2496 556646_010  253820.000    830   No   No   Yes Black/African American
2497 552908_010   67600.000    658  Yes   No    No                  Other
2498 558748_010   33603.498    635  Yes   No   Yes                   <NA>
2499 559984_010   15480.000    907   No   No    No        White/Caucasian
2500 559190_010  144600.000    674   No   No    No        White/Caucasian
2501 557642_010   66876.000    678   No   No   Yes        White/Caucasian
2502 555113_010   84600.000    680  Yes   No   Yes                   <NA>
2503 554387_020  220099.546    607   No   No   Yes                   <NA>
2504 557034_010    2700.000    825   No   No    No        White/Caucasian
2505 556121_010    9779.466    661  Yes   No    No                   <NA>
2506 552693_010   29544.000    660  Yes   No    No                  Other
2507 558004_020  102000.000    660   No   No   Yes        White/Caucasian
2508 551140_010   10252.000    812   No   No   Yes        White/Caucasian
2509 555946_010       0.000    772   No   No    No Black/African American
2510 556845_010  120000.000    656   No   No   Yes                   <NA>
2511 558935_010    8319.000    794   No   No   Yes        White/Caucasian
2512 553948_010  117228.000    781  Yes  Yes    No Black/African American
2513 551664_010   66000.000    896  Yes   No   Yes Black/African American
2514 551781_010   16800.000    670   No   No   Yes                   <NA>
2515 552745_020   84124.000    635   No   No   Yes        White/Caucasian
2516 556344_010  262500.000    610   No   No   Yes                   <NA>
2517 550967_010   85000.000    767   No   No    No Black/African American
2518 552104_010   19200.000    616   No   No   Yes        White/Caucasian
2519 555648_010   40000.000    658   No   No   Yes                   <NA>
2520 555087_010    8940.000    617   No   No    No                  Other
2521 558568_020   52000.000    862  Yes   No    No Black/African American
2522 555710_010   27600.000    626   No   No   Yes                   <NA>
2523 554490_010 1800012.000    694   No   No   Yes Black/African American
2524 553167_020   87096.000    606  Yes   No   Yes                   <NA>
2525 553611_010   19332.000    914  Yes  Yes   Yes        White/Caucasian
2526 552919_010   31460.000    689   No   No   Yes Black/African American
2527 559069_020  189003.000    694   No   No    No        White/Caucasian
2528 554845_010   96004.000    809  Yes   No   Yes Black/African American
2529 559220_010  476000.000    626   No   No   Yes        White/Caucasian
2530 552179_010   35000.000    626   No   No   Yes                   <NA>
2531 555721_020   99200.000    570   No   No   Yes                   <NA>
2532 554171_020   15160.000    691   No   No   Yes                  Other
2533 553448_010   13236.192    741  Yes   No   Yes Black/African American
2534 551553_010   47131.499    805   No   No    No Black/African American
2535 558639_020  990200.000    598   No   No   Yes        White/Caucasian
2536 550310_010   34080.000    814  Yes   No   Yes Black/African American
2537 551651_010   10000.000    640   No   No   Yes        White/Caucasian
2538 556907_020  124000.000    912  Yes   No    No Black/African American
2539 555922_010   21390.000    900  Yes   No   Yes Black/African American
2540 554117_020   84600.000    633   No   No   Yes        White/Caucasian
2541 550985_020  130005.000    654   No   No    No                  Other
2542 554630_010   41188.000    819  Yes   No   Yes Black/African American
2543 550119_010   33800.000    903   No   No   Yes        White/Caucasian
2544 555929_010   42010.000    670   No   No    No        White/Caucasian
2545 559023_010   28800.000    637  Yes   No    No                   <NA>
2546 556291_010   80000.000    697   No   No    No Black/African American
2547 558344_010   75563.157    649  Yes   No   Yes                   <NA>
2548 557977_020   25032.000    612   No   No   Yes                  Other
2549 553768_010   12360.000    948  Yes   No   Yes Black/African American
2550 553206_010    3420.000    656  Yes   No   Yes Black/African American
2551 554344_010   58286.511    861   No   No   Yes Black/African American
2552 559839_020  380300.000    542   No   No    No Black/African American
2553 557014_010   46892.000    824  Yes   No    No Black/African American
2554 552110_010   19200.000    639  Yes   No    No                   <NA>
2555 556402_010   16000.000    629   No   No    No        White/Caucasian
2556 554690_010  120000.000    653   No   No   Yes        White/Caucasian
2557 552811_020  318283.858    732   No   No   Yes Black/African American
2558 551723_020   27000.000    797  Yes   No    No Black/African American
2559 550745_010  126500.000    620   No   No    No                   <NA>
2560 559270_020       0.000    580   No   No    No        White/Caucasian
2561 551553_020   46656.000    844   No   No    No Black/African American
2562 559617_020  194080.000    666   No   No   Yes        White/Caucasian
2563 554238_020   63000.000    912   No   No   Yes        White/Caucasian
2564 553832_010   14400.000    872  Yes  Yes    No Black/African American
2565 550315_010   57500.000    625   No   No   Yes        White/Caucasian
2566 550583_010   94400.000    649   No  Yes   Yes        White/Caucasian
2567 551140_010   10536.000    804   No   No   Yes        White/Caucasian
2568 550237_010   79890.312    639   No   No   Yes        White/Caucasian
2569 558602_020   53044.000    760  Yes   No   Yes        White/Caucasian
2570 554953_010   31500.000    644   No   No    No        White/Caucasian
2571 555262_010  252662.216    627   No   No   Yes        White/Caucasian
2572 553338_010   17796.000    858  Yes   No   Yes                  Other
2573 558087_010   13149.386    653  Yes   No   Yes Black/African American
2574 556997_010   29760.000    800   No   No   Yes Black/African American
2575 550747_010    8400.000    645   No   No   Yes                  Other
2576 557011_010   46260.196   1003   No   No   Yes Black/African American
2577 553043_010   17640.000    883   No   No    No Black/African American
2578 554345_020  178600.000    605   No   No   Yes                   <NA>
2579 552786_010   40000.000    719  Yes   No   Yes                  Other
2580 559129_010   23400.000    700   No   No   Yes                  Other
2581 550859_010   53533.000    673  Yes   No   Yes        White/Caucasian
2582 556536_010   14377.649    646  Yes   No    No        White/Caucasian
2583 557924_010  116500.000    652  Yes  Yes   Yes                  Other
2584 555978_010    1681.298    746   No   No   Yes Black/African American
2585 552808_010    9828.000    623   No   No    No                   <NA>
2586 557451_020   24216.000    503  Yes   No    No        White/Caucasian
2587 551602_010       0.000    854   No   No   Yes                  Other
2588 550790_020  430400.000    567   No   No   Yes                   <NA>
2589 553970_020   75000.000    543   No   No   Yes                  Other
2590 551064_010   57014.000    675   No   No   Yes                   <NA>
2591 551686_010   72000.000    653   No   No    No Black/African American
2592 559986_010   80000.000    651   No   No    No        White/Caucasian
2593 552414_020  161000.000    603   No   No    No        White/Caucasian
2594 553532_010    6800.000    704   No   No   Yes Black/African American
2595 559598_020  378052.138    687   No   No    No Black/African American
2596 559624_010   85449.191    673   No   No   Yes                   <NA>
2597 552656_010  158440.000    658   No   No    No        White/Caucasian
2598 557930_020   21390.000    820   No   No   Yes Black/African American
2599 553400_010   24200.000    764   No   No   Yes Black/African American
2600 556249_020  746620.000    605   No   No   Yes                  Other
2601 553582_010   82000.000    596   No   No    No Black/African American
2602 558446_010   20100.000    650   No   No   Yes Black/African American
2603 552861_010   26400.000    935  Yes   No    No Black/African American
2604 559315_010   31000.000    636  Yes   No    No                  Other
2605 558441_010  310440.000    640   No   No   Yes                   <NA>
2606 554840_010   31000.000    663  Yes   No   Yes                  Other
2607 553815_020  171520.000    426   No   No   Yes                   <NA>
2608 555736_010  178600.000    614   No   No   Yes        White/Caucasian
2609 556138_010    7800.000    713   No  Yes   Yes Black/African American
2610 553913_010  122012.000    948   No   No    No Black/African American
2611 558985_010   13600.000    651  Yes   No    No                  Other
2612 554413_010   15000.000    781   No   No   Yes Black/African American
2613 557544_010   87000.000    676   No   No   Yes                   <NA>
2614 550100_020     750.000    621   No  Yes    No        White/Caucasian
2615 555198_010  174436.000    543   No   No   Yes                   <NA>
2616 555441_010   52774.571    649   No   No   Yes        White/Caucasian
2617 552231_020  102000.000    650  Yes   No   Yes                   <NA>
2618 550401_010   48000.000    645  Yes   No   Yes                  Other
2619 551892_010   74000.000    626   No   No   Yes Black/African American
2620 551104_020   20100.000    590  Yes   No    No Black/African American
2621 558131_020  170164.930    676  Yes   No   Yes        White/Caucasian
2622 550904_010  455012.000    636   No   No   Yes Black/African American
2623 556266_020   12782.635    610  Yes   No    No Black/African American
2624 556635_010   20568.000    818  Yes   No   Yes Black/African American
2625 555697_020   14796.000    654  Yes   No   Yes        White/Caucasian
2626 551279_010     400.000    651   No   No   Yes Black/African American
2627 559283_020   52600.000    636   No   No   Yes                   <NA>
2628 550015_020   90000.000    597   No   No   Yes                  Other
2629 556445_010   21396.000    698  Yes   No    No                  Other
2630 558764_010   17380.000    674  Yes   No    No        White/Caucasian
2631 558174_010  141400.000    957   No   No   Yes        White/Caucasian
2632 556181_010   19320.000    848   No   No    No Black/African American
2633 553765_020   66876.000    616  Yes   No    No                  Other
2634 552494_010  285000.000    677   No   No   Yes        White/Caucasian
2635 550233_020   25260.000    778  Yes   No   Yes        White/Caucasian
2636 553935_010   18960.000    836   No   No    No Black/African American
2637 552681_020   51204.000    613   No   No    No Black/African American
2638 557909_010   51682.000    635   No   No   Yes        White/Caucasian
2639 552323_010   16488.000    851  Yes  Yes   Yes        White/Caucasian
2640 550637_020  430400.000    625   No   No   Yes                   <NA>
2641 552156_020   27170.731    753   No   No   Yes Black/African American
2642 557932_020  140000.000    640   No   No   Yes        White/Caucasian
2643 555134_020    9672.000    664   No   No   Yes        White/Caucasian
2644 552911_010   55000.000    623   No   No   Yes Black/African American
2645 559416_020   52000.000    680   No   No   Yes Black/African American
2646 557568_010   68400.000    620   No   No   Yes        White/Caucasian
2647 558962_010   27408.000    668   No   No   Yes        White/Caucasian
2648 559083_010   57184.000    830   No   No   Yes Black/African American
2649 552218_010   10707.000    868  Yes   No   Yes                  Other
2650 557088_010   17412.000    863   No   No   Yes Black/African American
2651 552398_020  162012.000    687   No   No   Yes        White/Caucasian
2652 550384_010    2181.933    725   No  Yes   Yes Black/African American
2653 557347_020  102000.000    666   No   No   Yes        White/Caucasian
2654 559878_010   36600.000   1006  Yes   No   Yes        White/Caucasian
2655 557775_010   59040.000    642   No   No   Yes        White/Caucasian
2656 550514_020   54026.574    607   No   No   Yes                  Other
2657 559456_010    8000.000    913  Yes  Yes   Yes                  Other
2658 551396_010  325480.000    754  Yes   No   Yes        White/Caucasian
2659 555460_010   22256.400    640   No   No   Yes                   <NA>
2660 556148_020   35856.000    922   No   No   Yes        White/Caucasian
2661 559355_010   78500.000    650   No   No    No                   <NA>
2662 550661_010   22172.000    651  Yes   No    No        White/Caucasian
2663 551292_010    3372.000    673  Yes  Yes    No                   <NA>
2664 556698_010  160040.000    671   No   No    No Black/African American
2665 551564_010   29544.000    654   No   No   Yes        White/Caucasian
2666 550962_010   46793.034    642   No   No   Yes Black/African American
2667 552965_010  223349.581    692   No   No   Yes        White/Caucasian
2668 551238_010   73000.000    647  Yes  Yes   Yes        White/Caucasian
2669 550783_010   21000.000   1014   No   No    No Black/African American
2670 556435_010  210364.000    610   No   No   Yes                   <NA>
2671 550238_010   11080.000    773   No   No    No Black/African American
2672 556710_010   49800.000    607   No   No   Yes                   <NA>
2673 558951_020   91500.000    654   No  Yes    No        White/Caucasian
2674 555915_020   74563.499    651   No   No   Yes        White/Caucasian
2675 550904_020  430400.000    565   No   No   Yes Black/African American
2676 558001_010   54240.000    647   No   No   Yes                  Other
2677 557326_010   15600.000    857   No  Yes    No Black/African American
2678 554601_010   50000.000    620   No   No   Yes        White/Caucasian
2679 550560_020  108040.000    797   No   No   Yes Black/African American
2680 555217_010   14200.000    647   No   No   Yes        White/Caucasian
2681 555706_020  130252.000    653   No   No   Yes Black/African American
2682 557433_010   20000.000    783  Yes   No    No Black/African American
2683 554604_010   21390.000    622   No   No   Yes                   <NA>
2684 551557_010   25600.000    643   No   No   Yes Black/African American
2685 552156_020   26972.000    753   No   No   Yes Black/African American
2686 558155_010   16392.679    705   No   No    No Black/African American
2687 553275_010   38135.548    661   No   No   Yes                   <NA>
2688 555463_020   12642.000   1005  Yes   No    No        White/Caucasian
2689 551223_010   16988.000    636   No   No   Yes                   <NA>
2690 554752_020  285000.000    645   No   No    No        White/Caucasian
2691 558158_010   50000.000    686   No   No   Yes Black/African American
2692 559766_010   45455.000    815  Yes   No    No        White/Caucasian
2693 556936_010  100480.000    747  Yes   No    No Black/African American
2694 552188_010  166711.764    644   No   No   Yes Black/African American
2695 557011_010   46020.000    992   No   No   Yes Black/African American
2696 555439_020  160408.000    556   No   No   Yes                   <NA>
2697 552567_010  124800.000    698   No   No   Yes        White/Caucasian
2698 559893_010    1320.000    749  Yes   No    No                  Other
2699 556710_010   50000.000    609   No   No   Yes                   <NA>
2700 559404_010   34673.749    865   No   No   Yes Black/African American
2701 552777_010   33000.000    917  Yes   No    No Black/African American
2702 555635_010   16800.000    621   No   No    No                   <NA>
2703 550315_010   56800.000    625   No   No   Yes        White/Caucasian
2704 551524_020   30552.000    794   No   No   Yes                   <NA>
2705 556758_010   40000.000    646   No   No   Yes        White/Caucasian
2706 558271_020  139712.180    644   No   No   Yes        White/Caucasian
2707 555103_010   29073.827    649  Yes   No   Yes        White/Caucasian
2708 556341_010       0.000    738   No   No   Yes Black/African American
2709 550410_010  100130.000    608   No   No    No                   <NA>
2710 552816_010       0.000    812  Yes   No   Yes        White/Caucasian
2711 555198_010  175012.000    542   No   No   Yes                   <NA>
2712 558739_020  233054.000    629   No   No   Yes                  Other
2713 557003_010    6140.000    675   No   No   Yes Black/African American
2714 554152_020  334248.000    684   No   No   Yes        White/Caucasian
2715 558911_020   52012.000    609   No   No   Yes        White/Caucasian
2716 557855_010   32580.000    714  Yes   No   Yes Black/African American
2717 555262_020  254000.000    657   No   No   Yes        White/Caucasian
2718 551116_020   69278.635    382   No   No   Yes                   <NA>
2719 556018_010   55000.000    635   No   No   Yes        White/Caucasian
2720 556418_010  202312.000    617   No   No   Yes        White/Caucasian
2721 559487_010   36795.000    866   No   No    No        White/Caucasian
2722 559353_010   38608.344    617   No   No    No        White/Caucasian
2723 551991_020   33000.000    605   No   No    No Black/African American
2724 553775_020  101338.000    545  Yes   No   Yes                  Other
2725 558095_010   12108.000    656   No   No   Yes                   <NA>
2726 550385_010   28264.000    781   No   No    No                  Other
2727 557413_010 1800012.000    617   No   No   Yes Black/African American
2728 558095_010   12000.000    656   No   No   Yes                   <NA>
        sex
1    Female
2    Female
3      Male
4      Male
5      Male
6    Female
7      Male
8      Male
9      Male
10     Male
11   Female
12   Female
13     Male
14     Male
15     Male
16     Male
17     Male
18     Male
19   Female
20   Female
21     Male
22   Female
23   Female
24   Female
25   Female
26     Male
27   Female
28   Female
29     Male
30   Female
31     Male
32     Male
33     Male
34   Female
35   Female
36     Male
37   Female
38   Female
39   Female
40   Female
41   Female
42   Female
43   Female
44   Female
45   Female
46   Female
47     Male
48   Female
49   Female
50   Female
51     Male
52   Female
53   Female
54     Male
55   Female
56   Female
57   Female
58   Female
59   Female
60     Male
61   Female
62   Female
63   Female
64     Male
65   Female
66   Female
67     Male
68   Female
69   Female
70     Male
71   Female
72     Male
73   Female
74   Female
75     Male
76   Female
77   Female
78   Female
79   Female
80   Female
81   Female
82   Female
83   Female
84   Female
85   Female
86   Female
87   Female
88   Female
89   Female
90     Male
91   Female
92   Female
93     Male
94     Male
95   Female
96   Female
97   Female
98   Female
99     Male
100  Female
101  Female
102  Female
103  Female
104  Female
105    Male
106  Female
107  Female
108  Female
109    Male
110  Female
111  Female
112    Male
113  Female
114  Female
115  Female
116  Female
117    Male
118  Female
119    Male
120    Male
121  Female
122    Male
123  Female
124  Female
125  Female
126  Female
127    Male
128  Female
129    Male
130  Female
131  Female
132  Female
133  Female
134    Male
135  Female
136  Female
137    Male
138    Male
139  Female
140  Female
141  Female
142  Female
143    Male
144    Male
145  Female
146    Male
147  Female
148  Female
149    Male
150    Male
151  Female
152    Male
153  Female
154  Female
155  Female
156    Male
157    Male
158  Female
159  Female
160  Female
161    Male
162  Female
163    Male
164    Male
165  Female
166    Male
167    Male
168    Male
169    Male
170    Male
171    Male
172  Female
173  Female
174  Female
175    Male
176  Female
177  Female
178  Female
179  Female
180    Male
181  Female
182  Female
183  Female
184  Female
185  Female
186  Female
187    Male
188    Male
189  Female
190    Male
191  Female
192  Female
193  Female
194  Female
195  Female
196  Female
197    Male
198  Female
199  Female
200  Female
201    Male
202  Female
203    Male
204  Female
205    Male
206  Female
207  Female
208    Male
209    Male
210  Female
211    Male
212  Female
213  Female
214  Female
215    Male
216  Female
217  Female
218  Female
219    Male
220  Female
221  Female
222  Female
223    Male
224    Male
225    Male
226    Male
227  Female
228  Female
229    Male
230  Female
231  Female
232  Female
233  Female
234  Female
235  Female
236  Female
237  Female
238    Male
239  Female
240    Male
241    Male
242    Male
243  Female
244  Female
245    Male
246    Male
247  Female
248  Female
249    Male
250  Female
251  Female
252  Female
253    Male
254    Male
255    Male
256    Male
257    Male
258  Female
259  Female
260    Male
261  Female
262    Male
263    Male
264  Female
265  Female
266  Female
267    Male
268  Female
269  Female
270    Male
271  Female
272  Female
273  Female
274  Female
275    Male
276  Female
277    Male
278  Female
279  Female
280    Male
281  Female
282    Male
283  Female
284    Male
285  Female
286    Male
287  Female
288  Female
289  Female
290  Female
291  Female
292  Female
293  Female
294    Male
295  Female
296    Male
297    Male
298    Male
299    Male
300  Female
301  Female
302  Female
303  Female
304  Female
305    Male
306  Female
307    Male
308  Female
309  Female
310    Male
311  Female
312    Male
313  Female
314    Male
315    Male
316    Male
317  Female
318  Female
319  Female
320    Male
321    Male
322  Female
323    Male
324    Male
325  Female
326    Male
327  Female
328  Female
329    Male
330  Female
331  Female
332  Female
333  Female
334  Female
335    Male
336    Male
337  Female
338  Female
339    Male
340  Female
341  Female
342    Male
343  Female
344  Female
345  Female
346  Female
347    Male
348    Male
349  Female
350    Male
351  Female
352    Male
353  Female
354    Male
355  Female
356  Female
357  Female
358    Male
359    Male
360    Male
361  Female
362    Male
363  Female
364    Male
365  Female
366  Female
367  Female
368    Male
369  Female
370    Male
371    Male
372  Female
373  Female
374    Male
375  Female
376    Male
377    Male
378    Male
379  Female
380  Female
381  Female
382  Female
383  Female
384    Male
385    Male
386  Female
387    Male
388  Female
389  Female
390    Male
391  Female
392  Female
393  Female
394  Female
395  Female
396    Male
397    Male
398  Female
399  Female
400    Male
401  Female
402  Female
403  Female
404  Female
405    Male
406    Male
407  Female
408  Female
409    Male
410  Female
411  Female
412  Female
413    Male
414  Female
415    Male
416    Male
417  Female
418  Female
419  Female
420  Female
421  Female
422  Female
423    Male
424  Female
425    Male
426    Male
427  Female
428  Female
429  Female
430  Female
431    Male
432  Female
433  Female
434  Female
435  Female
436  Female
437  Female
438    Male
439  Female
440  Female
441  Female
442  Female
443  Female
444    Male
445    Male
446  Female
447  Female
448  Female
449  Female
450    Male
451    Male
452  Female
453  Female
454    Male
455  Female
456  Female
457    Male
458  Female
459    Male
460  Female
461  Female
462  Female
463  Female
464  Female
465  Female
466  Female
467  Female
468  Female
469    Male
470    Male
471  Female
472    Male
473  Female
474  Female
475    Male
476    Male
477  Female
478    Male
479    Male
480  Female
481  Female
482  Female
483    Male
484    Male
485    Male
486  Female
487    Male
488    Male
489  Female
490    Male
491    Male
492  Female
493  Female
494  Female
495    Male
496    Male
497  Female
498  Female
499    Male
500  Female
501  Female
502  Female
503  Female
504  Female
505  Female
506  Female
507    Male
508  Female
509    Male
510  Female
511    Male
512    Male
513  Female
514    Male
515  Female
516  Female
517  Female
518    Male
519    Male
520  Female
521  Female
522    Male
523  Female
524  Female
525  Female
526    Male
527  Female
528  Female
529  Female
530  Female
531  Female
532    Male
533  Female
534  Female
535    Male
536  Female
537    Male
538    Male
539    Male
540    Male
541  Female
542  Female
543    Male
544  Female
545  Female
546    Male
547  Female
548    Male
549  Female
550    Male
551  Female
552    Male
553    Male
554  Female
555  Female
556  Female
557  Female
558  Female
559    Male
560  Female
561    Male
562    Male
563  Female
564    Male
565  Female
566  Female
567  Female
568    Male
569  Female
570  Female
571  Female
572  Female
573    Male
574  Female
575    Male
576    Male
577    Male
578  Female
579    Male
580  Female
581  Female
582  Female
583    Male
584  Female
585    Male
586    Male
587    Male
588  Female
589    Male
590  Female
591    Male
592    Male
593  Female
594    Male
595    Male
596    Male
597  Female
598    Male
599  Female
600  Female
601  Female
602    Male
603  Female
604  Female
605    Male
606    Male
607  Female
608  Female
609    Male
610  Female
611  Female
612  Female
613    Male
614  Female
615    Male
616    Male
617    Male
618  Female
619    Male
620    Male
621    Male
622    Male
623    Male
624    Male
625    Male
626  Female
627  Female
628    Male
629    Male
630  Female
631  Female
632  Female
633    Male
634    Male
635  Female
636  Female
637  Female
638    Male
639    Male
640    Male
641  Female
642  Female
643    Male
644  Female
645    Male
646  Female
647  Female
648  Female
649  Female
650    Male
651  Female
652  Female
653    Male
654  Female
655  Female
656  Female
657    Male
658  Female
659  Female
660  Female
661  Female
662  Female
663    Male
664  Female
665  Female
666  Female
667  Female
668  Female
669  Female
670    Male
671  Female
672    Male
673    Male
674    Male
675  Female
676    Male
677    Male
678    Male
679    Male
680    Male
681    Male
682  Female
683  Female
684    Male
685    Male
686  Female
687  Female
688    Male
689  Female
690  Female
691    Male
692    Male
693  Female
694  Female
695  Female
696  Female
697    Male
698  Female
699    Male
700    Male
701    Male
702    Male
703  Female
704  Female
705  Female
706    Male
707  Female
708  Female
709  Female
710    Male
711    Male
712    Male
713    Male
714  Female
715  Female
716    Male
717  Female
718    Male
719  Female
720  Female
721  Female
722    Male
723    Male
724  Female
725  Female
726    Male
727  Female
728    Male
729  Female
730  Female
731    Male
732  Female
733  Female
734  Female
735    Male
736  Female
737    Male
738  Female
739  Female
740    Male
741    Male
742    Male
743    Male
744  Female
745  Female
746    Male
747  Female
748    Male
749    Male
750    Male
751    Male
752  Female
753  Female
754  Female
755  Female
756  Female
757  Female
758  Female
759    Male
760    Male
761  Female
762  Female
763    Male
764    Male
765    Male
766    Male
767  Female
768  Female
769    Male
770    Male
771  Female
772  Female
773    Male
774    Male
775    Male
776    Male
777  Female
778  Female
779    Male
780    Male
781  Female
782  Female
783    Male
784  Female
785    Male
786  Female
787    Male
788    Male
789  Female
790  Female
791    Male
792  Female
793  Female
794  Female
795  Female
796    Male
797    Male
798  Female
799    Male
800    Male
801  Female
802    Male
803  Female
804  Female
805  Female
806  Female
807  Female
808  Female
809    Male
810    Male
811  Female
812  Female
813  Female
814    Male
815  Female
816    Male
817    Male
818  Female
819    Male
820  Female
821    Male
822  Female
823    Male
824  Female
825  Female
826    Male
827  Female
828    Male
829  Female
830  Female
831  Female
832  Female
833    Male
834  Female
835  Female
836    Male
837  Female
838  Female
839    Male
840  Female
841  Female
842    Male
843  Female
844    Male
845    Male
846  Female
847    Male
848  Female
849    Male
850    Male
851  Female
852  Female
853  Female
854  Female
855  Female
856  Female
857    Male
858    Male
859  Female
860  Female
861  Female
862    Male
863    Male
864  Female
865  Female
866  Female
867    Male
868    Male
869  Female
870  Female
871  Female
872    Male
873  Female
874  Female
875    Male
876  Female
877  Female
878    Male
879  Female
880  Female
881  Female
882  Female
883    Male
884    Male
885    Male
886    Male
887  Female
888  Female
889  Female
890  Female
891  Female
892  Female
893  Female
894  Female
895  Female
896    Male
897  Female
898  Female
899  Female
900  Female
901    Male
902  Female
903    Male
904  Female
905  Female
906    Male
907    Male
908  Female
909  Female
910  Female
911    Male
912  Female
913    Male
914  Female
915  Female
916  Female
917  Female
918    Male
919    Male
920    Male
921    Male
922  Female
923    Male
924    Male
925    Male
926  Female
927    Male
928  Female
929  Female
930  Female
931  Female
932  Female
933    Male
934    Male
935    Male
936    Male
937  Female
938  Female
939  Female
940    Male
941  Female
942  Female
943  Female
944  Female
945    Male
946    Male
947    Male
948  Female
949    Male
950  Female
951  Female
952    Male
953    Male
954  Female
955    Male
956    Male
957  Female
958    Male
959    Male
960  Female
961  Female
962  Female
963    Male
964  Female
965  Female
966    Male
967    Male
968  Female
969    Male
970    Male
971    Male
972  Female
973    Male
974  Female
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2503 Female
2504 Female
2505   Male
2506 Female
2507   Male
2508 Female
2509   Male
2510 Female
2511 Female
2512 Female
2513 Female
2514 Female
2515 Female
2516 Female
2517 Female
2518   Male
2519 Female
2520 Female
2521   Male
2522   Male
2523   Male
2524 Female
2525 Female
2526   Male
2527   Male
2528 Female
2529   Male
2530 Female
2531 Female
2532 Female
2533 Female
2534 Female
2535 Female
2536 Female
2537 Female
2538   Male
2539   Male
2540   Male
2541   Male
2542 Female
2543 Female
2544   Male
2545   Male
2546 Female
2547 Female
2548   Male
2549   Male
2550   Male
2551   Male
2552 Female
2553 Female
2554   Male
2555   Male
2556 Female
2557 Female
2558   Male
2559 Female
2560   Male
2561 Female
2562   Male
2563   Male
2564 Female
2565   Male
2566   Male
2567 Female
2568 Female
2569   Male
2570 Female
2571 Female
2572   Male
2573 Female
2574   Male
2575   Male
2576 Female
2577 Female
2578 Female
2579 Female
2580   Male
2581 Female
2582 Female
2583   Male
2584 Female
2585   Male
2586 Female
2587   Male
2588 Female
2589 Female
2590 Female
2591 Female
2592 Female
2593 Female
2594   Male
2595   Male
2596   Male
2597 Female
2598 Female
2599   Male
2600 Female
2601   Male
2602   Male
2603 Female
2604   Male
2605 Female
2606 Female
2607 Female
2608 Female
2609 Female
2610 Female
2611   Male
2612 Female
2613 Female
2614 Female
2615 Female
2616   Male
2617   Male
2618   Male
2619 Female
2620 Female
2621 Female
2622   Male
2623   Male
2624   Male
2625   Male
2626   Male
2627   Male
2628 Female
2629   Male
2630   Male
2631 Female
2632 Female
2633 Female
2634   Male
2635   Male
2636 Female
2637 Female
2638   Male
2639   Male
2640   Male
2641 Female
2642   Male
2643   Male
2644   Male
2645 Female
2646 Female
2647 Female
2648 Female
2649   Male
2650   Male
2651   Male
2652   Male
2653 Female
2654   Male
2655   Male
2656   Male
2657 Female
2658 Female
2659 Female
2660 Female
2661   Male
2662 Female
2663   Male
2664   Male
2665 Female
2666 Female
2667   Male
2668   Male
2669 Female
2670 Female
2671 Female
2672 Female
2673 Female
2674 Female
2675 Female
2676   Male
2677 Female
2678 Female
2679 Female
2680   Male
2681 Female
2682   Male
2683   Male
2684 Female
2685 Female
2686   Male
2687 Female
2688 Female
2689   Male
2690   Male
2691   Male
2692 Female
2693 Female
2694 Female
2695 Female
2696 Female
2697 Female
2698   Male
2699 Female
2700   Male
2701   Male
2702 Female
2703   Male
2704   Male
2705   Male
2706 Female
2707   Male
2708 Female
2709   Male
2710 Female
2711 Female
2712 Female
2713 Female
2714   Male
2715   Male
2716   Male
2717   Male
2718 Female
2719 Female
2720 Female
2721   Male
2722 Female
2723 Female
2724 Female
2725 Female
2726 Female
2727   Male
2728 Female

mutate()

Artwork by @allison_horst

mutate(): transform and create variables

  • mutate() allows us to transform existing columns and/or add new columns to the dataset

 

  • Think of this like adding a formula in Excel to calculate the value of a new column based on previous columns

 

  • mutate() is useful for:
    • Converting the units of one column to new units (e.g., months to years)
    • Performing arithmetic using multiple columns
    • Changing variable types or recoding categories

Example: calculating a new variable

  • Let’s convert age_mo into years by dividing it by 12
  • We will name this new variable age_yrs
hrs_04_reloc |> 
  mutate(age_yrs = age_mo / 12) |>
  relocate(age_yrs, .after = age_mo)
1
Notice we use a single = inside mutate, not == or <-. This sets our new column name equal to the mathematical operation.
2
We use relocate() to move the new column age_yrs to a more logical position in the dataset, right after age_mo. (And also so I can show you the change made.)
             id age_mo   age_yrs diab      income lung drink
1    552754_010    665  55.41667   No   35000.000   No    No
2    555339_020    676  56.33333   No       0.000   No   Yes
3    559734_010    663  55.25000   No  108400.000   No   Yes
4    558143_020    600  50.00000   No  526192.000   No   Yes
5    554789_020    860  71.66667  Yes  148320.000   No   Yes
6    551018_010    632  52.66667  Yes   28266.534  Yes   Yes
7    550516_010    749  62.41667   No   13236.192   No   Yes
8    559093_010    621  51.75000   No   50761.000   No   Yes
9    556288_020    845  70.41667   No  303916.197   No   Yes
10   550790_010    679  56.58333   No  418024.000   No   Yes
11   555294_010    641  53.41667   No   22000.000   No    No
12   559170_010    649  54.08333   No   10000.000   No    No
13   551238_010    646  53.83333   No   73000.000  Yes   Yes
14   554874_010    721  60.08333  Yes   29000.000   No    No
15   551179_010    691  57.58333   No  250800.000   No   Yes
16   551108_020    622  51.83333   No  119000.000   No    No
17   555511_010    605  50.41667   No   39132.000   No   Yes
18   556018_020    638  53.16667   No   55000.000   No   Yes
19   555578_020    665  55.41667   No   13824.000   No   Yes
20   559002_010    648  54.00000   No   98120.000   No   Yes
21   557423_010    677  56.41667  Yes  190606.151   No   Yes
22   558441_010    641  53.41667   No  299440.000   No   Yes
23   553087_020    800  66.66667  Yes  178000.000   No    No
24   550622_010    640  53.33333  Yes   30000.000   No   Yes
25   552725_010   1081  90.08333   No   84600.000   No   Yes
26   553480_010    653  54.41667  Yes   22908.000   No   Yes
27   553443_020    746  62.16667  Yes   50000.000   No   Yes
28   554670_020    911  75.91667   No   27140.000   No   Yes
29   551973_010    683  56.91667  Yes   43200.000   No   Yes
30   559990_010    652  54.33333   No   50000.000   No   Yes
31   557680_020    812  67.66667   No   46000.000   No   Yes
32   556364_010    951  79.25000  Yes    6192.000   No    No
33   552323_010    862  71.83333  Yes   16440.000  Yes   Yes
34   554006_010    895  74.58333  Yes   26320.000   No    No
35   551054_010    685  57.08333   No   29073.827   No   Yes
36   557601_010   1100  91.66667   No   24216.000   No    No
37   557595_020    759  63.25000   No   30552.000   No   Yes
38   556536_010    641  53.41667  Yes   14364.000   No    No
39   558004_010    637  53.08333   No  102000.000   No   Yes
40   556675_020    571  47.58333   No  115000.000   No   Yes
41   556381_010    651  54.25000   No  178000.000   No   Yes
42   553553_010    639  53.25000   No    1512.000   No   Yes
43   553780_020    674  56.16667   No  389080.000   No   Yes
44   555022_010    625  52.08333  Yes   31800.000   No   Yes
45   555463_010   1020  85.00000  Yes   12660.000   No    No
46   559646_010    646  53.83333   No   23200.000   No    No
47   559601_010    639  53.25000  Yes   12660.000  Yes    No
48   551767_010    643  53.58333  Yes   37700.000   No    No
49   553534_010    651  54.25000   No  104900.000   No   Yes
50   555324_010    656  54.66667   No   41688.000   No    No
51   554129_020   1135  94.58333   No   96200.000   No   Yes
52   557351_020    834  69.50000   No  107054.866  Yes    No
53   556900_010    630  52.50000   No  102000.000  Yes   Yes
54   554807_010    816  68.00000   No    8400.000   No   Yes
55   551191_010    992  82.66667  Yes   18030.697   No    No
56   559148_010    729  60.75000  Yes    9000.000  Yes   Yes
57   557048_020    586  48.83333   No  131020.000   No    No
58   552306_020    609  50.75000   No  187690.000   No   Yes
59   552766_010    895  74.58333   No   17664.000   No   Yes
60   559300_010    680  56.66667   No  353005.511   No   Yes
61   556979_010    644  53.66667   No   26792.000   No   Yes
62   559820_010    635  52.91667   No  175536.000   No   Yes
63   554387_020    604  50.33333   No  218690.633   No   Yes
64   558974_010    669  55.75000   No   94051.000   No   Yes
65   556223_010    709  59.08333   No  137000.000   No   Yes
66   555951_010    823  68.58333  Yes   53005.000   No    No
67   559375_010    645  53.75000   No  152000.000   No   Yes
68   551604_020    899  74.91667   No   60924.000   No    No
69   557139_010    857  71.41667  Yes   10197.776   No   Yes
70   555071_020    579  48.25000   No  124800.000  Yes   Yes
71   553738_010    918  76.50000   No   22763.401   No    No
72   558128_010    619  51.58333   No  237000.000   No   Yes
73   557411_020    613  51.08333  Yes   32640.000  Yes   Yes
74   557646_010    681  56.75000   No   46020.000   No   Yes
75   554690_020    597  49.75000   No  120001.000   No   Yes
76   552939_010    662  55.16667   No  109120.000   No   Yes
77   558663_010    680  56.66667  Yes   60200.000   No   Yes
78   553817_010    681  56.75000  Yes   43003.000   No    No
79   553508_010    656  54.66667   No    1681.298   No    No
80   559346_010    892  74.33333  Yes   84124.000   No   Yes
81   553847_010    633  52.75000  Yes   10800.000   No    No
82   558935_010    796  66.33333   No    8319.000   No   Yes
83   551604_020    916  76.33333   No   61205.000   No    No
84   558588_010    747  62.25000  Yes   25274.273   No    No
85   559292_010    681  56.75000   No       0.000   No   Yes
86   559479_010    637  53.08333   No   60000.000   No    No
87   551179_020    689  57.41667   No  250000.000   No   Yes
88   558926_020    675  56.25000  Yes  121000.000   No    No
89   556712_010    703  58.58333  Yes   91500.000   No    No
90   557375_010    623  51.91667  Yes     500.000  Yes   Yes
91   554075_010    780  65.00000   No     203.000   No    No
92   553124_020    580  48.33333   No   90000.000   No   Yes
93   554850_010    677  56.41667   No   14400.000   No   Yes
94   554481_010    766  63.83333   No   55212.000   No    No
95   556291_010    698  58.16667   No   80000.000   No    No
96   559660_010    753  62.75000   No    8400.000  Yes    No
97   552314_010    774  64.50000   No   70000.000   No   Yes
98   556207_010    926  77.16667   No       0.000  Yes   Yes
99   551914_010    634  52.83333   No   82000.000   No   Yes
100  552482_010    817  68.08333   No   51000.000  Yes   Yes
101  556712_010    703  58.58333  Yes   91500.000   No    No
102  551116_020    432  36.00000   No   68403.000   No   Yes
103  559170_010    649  54.08333   No   10000.000   No    No
104  554479_010    669  55.75000   No   15254.301   No    No
105  554818_010    718  59.83333   No   76033.000   No   Yes
106  554186_010    650  54.16667   No   18400.000   No   Yes
107  551833_010    637  53.08333   No   84000.000   No   Yes
108  559523_010    831  69.25000   No   46020.000   No    No
109  555215_020    617  51.41667   No       0.000   No   Yes
110  553211_010    883  73.58333   No   21000.000  Yes    No
111  550500_010   1086  90.50000   No   18800.000   No    No
112  554341_010    620  51.66667   No   69876.368   No   Yes
113  550964_010    641  53.41667   No  630680.000   No   Yes
114  550920_020    665  55.41667   No   16320.000   No   Yes
115  554344_020    804  67.00000  Yes   58469.605   No    No
116  557446_010    663  55.25000   No   65000.000  Yes    No
117  558646_010    772  64.33333   No   20000.000   No   Yes
118  550651_010    955  79.58333  Yes   55000.000   No   Yes
119  554591_020    586  48.83333   No  126600.000   No   Yes
120  556766_010    605  50.41667   No   60000.000   No   Yes
121  553087_020    813  67.75000  Yes  178528.000   No    No
122  555788_010    805  67.08333   No   87000.000   No    No
123  555460_010    640  53.33333   No   22534.000   No   Yes
124  552761_020    726  60.50000   No   18895.000   No    No
125  559996_010    757  63.08333  Yes   32580.000   No   Yes
126  555467_010    626  52.16667   No  140000.000   No   Yes
127  551602_010    857  71.41667   No       0.000   No   Yes
128  551597_020    634  52.83333   No   26000.000   No    No
129  556646_010    830  69.16667   No  253820.000   No   Yes
130  559573_010    784  65.33333  Yes    2149.000   No   Yes
131  558651_010    644  53.66667   No   48000.000   No   Yes
132  555495_010    687  57.25000   No   19500.000   No   Yes
133  552423_020    680  56.66667   No       0.000   No    No
134  550164_020    838  69.83333   No  486747.804   No   Yes
135  554494_010    649  54.08333   No  139200.000   No   Yes
136  551026_010    939  78.25000   No   15500.000   No   Yes
137  554561_010    659  54.91667  Yes   70000.000   No   Yes
138  552780_010    879  73.25000   No   98137.254   No   Yes
139  557152_020    631  52.58333   No   83003.000   No    No
140  556050_020    652  54.33333   No  238400.000   No   Yes
141  550345_010    865  72.08333  Yes       0.000   No   Yes
142  557516_010   1163  96.91667   No    8662.000   No    No
143  554228_020    837  69.75000  Yes   17412.000   No   Yes
144  554680_010    786  65.50000   No    3000.000   No   Yes
145  556870_010    815  67.91667   No   28800.000  Yes   Yes
146  553826_020    753  62.75000   No  174066.434   No   Yes
147  552941_010    633  52.75000   No    3600.000   No    No
148  553316_010    673  56.08333   No   25764.286   No    No
149  550931_010    653  54.41667   No   31850.000   No   Yes
150  551334_010    803  66.91667   No   94416.000   No   Yes
151  556712_010    698  58.16667  Yes   91000.000   No    No
152  557413_010    617  51.41667   No  990200.000   No   Yes
153  556668_010   1013  84.41667   No   23780.000  Yes    No
154  555959_010    623  51.91667   No   76000.000   No   Yes
155  553031_010    641  53.41667  Yes  145000.000   No   Yes
156  553970_010    663  55.25000  Yes   75080.000   No   Yes
157  550240_010    886  73.83333   No   47520.000   No   Yes
158  558629_010    828  69.00000   No  385000.000   No    No
159  558694_010    644  53.66667   No  353005.511   No   Yes
160  554764_010    701  58.41667  Yes  100480.000   No   Yes
161  559227_010    642  53.50000   No  102680.000   No   Yes
162  556732_010    774  64.50000   No   48012.000   No   Yes
163  555209_010    630  52.50000   No  365005.000   No   Yes
164  551412_010    682  56.83333   No   72600.000   No   Yes
165  550859_010    673  56.08333  Yes   54512.000   No   Yes
166  559867_010    803  66.91667   No  308584.288   No   Yes
167  555053_010   1022  85.16667   No   25274.273   No   Yes
168  553757_010    635  52.91667   No  265075.000   No   Yes
169  553881_010    713  59.41667   No   58469.605   No   Yes
170  555886_020    706  58.83333   No   88690.000   No   Yes
171  550201_020    490  40.83333   No  281000.000   No   Yes
172  558175_010    631  52.58333   No  526192.000   No   Yes
173  553067_010    643  53.58333   No  185000.000   No   Yes
174  554832_020    737  61.41667  Yes   13200.000   No    No
175  556394_020    821  68.41667   No   31000.000   No   Yes
176  551944_020    630  52.50000   No  134600.000   No   Yes
177  553435_010    915  76.25000   No   27450.000   No   Yes
178  558774_020    681  56.75000  Yes   40000.000   No   Yes
179  551225_010    662  55.16667  Yes   33603.498   No    No
180  550569_020    637  53.08333   No  319200.000   No   Yes
181  552034_010    834  69.50000   No   27376.000   No    No
182  551143_020    607  50.58333   No   27600.000  Yes   Yes
183  559902_010    868  72.33333  Yes   26008.000   No    No
184  558360_010    771  64.25000   No   10800.000   No    No
185  556334_010    874  72.83333  Yes   32580.000   No   Yes
186  559885_010    629  52.41667   No  101400.000   No   Yes
187  551845_020    896  74.66667   No   39154.111   No   Yes
188  555737_020    497  41.41667   No   95824.000   No   Yes
189  556499_010    754  62.83333   No   53400.000   No   Yes
190  557180_010    677  56.41667   No  277412.000   No   Yes
191  556779_020    613  51.08333   No  121060.000   No   Yes
192  555445_020    914  76.16667  Yes   67000.000   No    No
193  552567_010    701  58.41667   No  125000.000   No   Yes
194  556143_010    706  58.83333   No   33000.000   No    No
195  556868_010    988  82.33333  Yes    2544.000   No   Yes
196  552892_020    746  62.16667   No   92000.000  Yes   Yes
197  554425_010    839  69.91667  Yes   22636.000   No    No
198  558831_010    636  53.00000   No   15324.000   No   Yes
199  558532_010    613  51.08333   No   60200.000   No   Yes
200  552025_020    497  41.41667   No  117000.000   No   Yes
201  555805_010    675  56.25000   No  244738.170   No   Yes
202  550696_010    841  70.08333   No   16800.000   No    No
203  552828_010    637  53.08333   No  301201.732   No   Yes
204  555221_010    718  59.83333  Yes   26100.000   No    No
205  554911_010    891  74.25000   No   68403.000   No   Yes
206  555918_010    626  52.16667  Yes   23286.000   No    No
207  556114_010    633  52.75000   No  240591.268   No    No
208  553646_020    619  51.58333   No  223349.581   No   Yes
209  559843_010    709  59.08333   No   68320.000   No    No
210  556291_010    699  58.25000   No   80000.000   No    No
211  558974_010    669  55.75000   No   94204.000   No   Yes
212  558837_020    809  67.41667   No       0.000   No    No
213  551759_020    579  48.25000   No  134188.000   No   Yes
214  553273_010    660  55.00000  Yes   55400.000   No   Yes
215  552279_010    832  69.33333   No   23724.438   No   Yes
216  556859_010    647  53.91667   No   57500.000   No   Yes
217  551238_020    635  52.91667   No   73000.000   No   Yes
218  550753_020    651  54.25000   No   52600.000   No    No
219  551007_020    801  66.75000  Yes   32140.949   No   Yes
220  559287_010    841  70.08333   No   96351.675   No   Yes
221  551073_010    649  54.08333   No    3604.000   No   Yes
222  556390_010    632  52.66667   No   12000.000   No   Yes
223  556734_010    664  55.33333   No  157820.000   No   Yes
224  556989_010    935  77.91667   No   17457.000   No    No
225  559963_010    657  54.75000  Yes  125000.000   No   Yes
226  552082_020    838  69.83333   No   22008.000  Yes    No
227  558355_010    832  69.33333   No    7740.000   No    No
228  553341_010    616  51.33333   No   24400.000  Yes   Yes
229  555375_010    714  59.50000   No   40100.000   No   Yes
230  559806_010    783  65.25000   No   55000.000   No    No
231  552618_010    768  64.00000   No   25673.251  Yes    No
232  555041_020    912  76.00000  Yes   48200.000   No    No
233  550930_010    675  56.25000  Yes   93680.000   No   Yes
234  558039_010    758  63.16667  Yes    3000.000   No   Yes
235  553564_020    545  45.41667  Yes   35000.000   No    No
236  550347_020    635  52.91667   No  208000.000   No   Yes
237  554233_020    591  49.25000   No  237050.000   No   Yes
238  553294_010    643  53.58333   No   55000.000   No   Yes
239  551468_010    623  51.91667  Yes   99000.000   No   Yes
240  556836_010    628  52.33333  Yes   99472.590   No    No
241  550962_020    629  52.41667  Yes   47000.000   No   Yes
242  558741_010    939  78.25000  Yes   14688.000   No   Yes
243  552681_020    613  51.08333   No   51000.000   No    No
244  556144_020    764  63.66667   No  148320.000   No   Yes
245  558174_010    954  79.50000   No  143000.000  Yes    No
246  552323_020    819  68.25000  Yes   16608.000  Yes   Yes
247  558403_020    586  48.83333   No  128000.000   No   Yes
248  559470_010    797  66.41667   No   17388.000   No   Yes
249  551944_010    614  51.16667   No  135024.000   No   Yes
250  557383_010    802  66.83333  Yes   15324.000   No   Yes
251  556475_010    859  71.58333   No   65592.000   No   Yes
252  557125_010    698  58.16667  Yes   40000.000   No   Yes
253  556224_010    813  67.75000   No   90000.000   No   Yes
254  550119_020    968  80.66667   No   33972.000   No   Yes
255  550462_010    673  56.08333   No   10000.000   No   Yes
256  555545_010    721  60.08333   No    3600.000   No   Yes
257  550437_010    774  64.50000   No   46800.000   No   Yes
258  556732_010    774  64.50000   No   47960.000   No   Yes
259  552479_020    486  40.50000   No  200020.000   No   Yes
260  553055_010    752  62.66667  Yes   41208.000   No   Yes
261  551982_020    507  42.25000   No  586000.000   No   Yes
262  553768_010    947  78.91667  Yes   12420.000   No   Yes
263  558133_010    677  56.41667  Yes  135024.000   No   Yes
264  550543_010    634  52.83333  Yes  161000.000   No   Yes
265  557225_010    618  51.50000  Yes   15500.000  Yes    No
266  556951_010    630  52.50000   No  182036.000   No   Yes
267  554862_010    671  55.91667   No   11448.000  Yes   Yes
268  558391_020    644  53.66667  Yes   50000.000   No    No
269  557031_010    634  52.83333   No   79974.000   No   Yes
270  550186_010    634  52.83333   No  276570.000   No   Yes
271  555473_010    768  64.00000   No    3600.000   No   Yes
272  552279_020    712  59.33333   No   24112.000   No    No
273  552554_010    617  51.41667  Yes  215008.000   No   Yes
274  556558_010    647  53.91667   No   82000.000   No   Yes
275  557423_010    677  56.41667  Yes  191000.000   No   Yes
276  555085_020    681  56.75000   No       0.000   No    No
277  551878_020    601  50.08333  Yes   44400.000   No    No
278  554913_010    612  51.00000   No   45060.000   No   Yes
279  553280_020    481  40.08333   No   50000.000   No    No
280  556531_010    706  58.83333  Yes   40498.000   No   Yes
281  551557_010    641  53.41667   No   25722.251   No   Yes
282  556944_010    713  59.41667   No   91000.000   No   Yes
283  554704_020    629  52.41667   No  172000.000  Yes   Yes
284  556635_010    818  68.16667  Yes   20400.000   No   Yes
285  556943_020    651  54.25000   No   14160.000   No   Yes
286  552494_010    682  56.83333   No  280020.000   No   Yes
287  552819_020    673  56.08333   No  276400.000   No   Yes
288  551892_010    626  52.16667   No   74563.499   No   Yes
289  558281_010   1063  88.58333  Yes   21390.000   No    No
290  557269_010    705  58.75000   No   75500.000  Yes   Yes
291  552383_010    853  71.08333  Yes       0.000   No   Yes
292  554098_010    677  56.41667   No    8000.000   No   Yes
293  554674_010    650  54.16667   No   78070.000   No   Yes
294  559603_020    814  67.83333   No  105036.000   No   Yes
295  554203_020    667  55.58333   No  190000.000   No   Yes
296  557358_010    720  60.00000  Yes   22110.000   No   Yes
297  553252_010    681  56.75000  Yes     250.000   No    No
298  556089_010    789  65.75000  Yes   25832.000   No    No
299  559704_010    731  60.91667   No   25000.000   No    No
300  554370_010    877  73.08333  Yes   62000.000   No   Yes
301  556208_020    741  61.75000   No   70800.000   No   Yes
302  551991_020    605  50.41667   No   33000.000   No    No
303  551505_010    897  74.75000   No    9779.466   No    No
304  552298_010    800  66.66667  Yes  276570.000   No   Yes
305  554365_020    714  59.50000  Yes     300.000   No   Yes
306  555115_010    869  72.41667   No   45240.000   No    No
307  554172_010    735  61.25000   No   31200.000   No   Yes
308  557061_010    644  53.66667   No   21000.000   No   Yes
309  553961_020    675  56.25000  Yes  168400.000   No   Yes
310  551547_010    824  68.66667   No   65600.000   No   Yes
311  551553_020    803  66.91667   No   47252.000   No    No
312  559839_010    638  53.16667   No  369257.048   No    No
313  556266_010    685  57.08333  Yes   12782.635  Yes    No
314  559734_020    602  50.16667   No  109000.000   No   Yes
315  559487_010    867  72.25000   No   36600.000   No    No
316  555922_010    899  74.91667  Yes   21500.000   No   Yes
317  559767_010    922  76.83333   No   12000.000   No    No
318  558560_010    618  51.50000   No  100000.000   No    No
319  555064_020    611  50.91667  Yes   32140.949   No    No
320  550233_020    778  64.83333  Yes   25260.000   No   Yes
321  555375_010    714  59.50000   No   40010.000   No   Yes
322  552986_010   1086  90.50000   No   24288.000   No   Yes
323  557977_010    694  57.83333   No   25000.000   No   Yes
324  553646_020    617  51.41667   No  223349.581   No   Yes
325  558849_020    556  46.33333   No  115000.000   No    No
326  552110_010    639  53.25000  Yes   19200.000   No    No
327  555314_010    988  82.33333  Yes   19320.000   No    No
328  555872_010    677  56.41667   No   70000.000   No   Yes
329  550233_020    777  64.75000  Yes   25304.000   No   Yes
330  556757_020    701  58.41667  Yes  175000.000   No    No
331  558748_010    636  53.00000  Yes   33450.000   No   Yes
332  553640_010    927  77.25000  Yes   28608.000  Yes    No
333  552320_010    758  63.16667   No   12960.000   No    No
334  559984_010    909  75.75000   No   15385.000   No    No
335  552159_010    685  57.08333   No  130005.000   No   Yes
336  550516_010    750  62.50000   No   13200.000   No   Yes
337  555239_010   1100  91.66667  Yes   15600.000   No    No
338  556936_020    627  52.25000   No  100480.000   No    No
339  557667_010    654  54.50000  Yes    6500.589   No   Yes
340  555041_020    932  77.66667  Yes   49000.000   No    No
341  558184_020    656  54.66667   No   30332.902   No   Yes
342  550513_010    971  80.91667   No   94400.000   No   Yes
343  557795_010    994  82.83333   No   16000.000   No    No
344  555301_010    636  53.00000   No  172012.000   No   Yes
345  554377_010    679  56.58333  Yes   40400.000   No   Yes
346  557337_020    576  48.00000  Yes   44000.000   No   Yes
347  553715_020    690  57.50000  Yes    2136.000   No   Yes
348  554345_010    605  50.41667   No  177200.000   No   Yes
349  554076_010    637  53.08333   No   83000.000   No   Yes
350  557914_010    646  53.83333  Yes   14616.000   No   Yes
351  551414_020    740  61.66667   No       0.000   No    No
352  552490_010    862  71.83333   No    5484.000   No    No
353  550581_020    749  62.41667  Yes   22507.295   No   Yes
354  555332_010    660  55.00000   No  107000.000   No   Yes
355  559484_020    641  53.41667   No  126000.000   No   Yes
356  555129_020    637  53.08333   No  216000.000   No   Yes
357  550822_020    659  54.91667  Yes   71240.000   No    No
358  554628_010    647  53.91667   No   14200.000   No    No
359  553055_010    747  62.25000  Yes   40800.000   No   Yes
360  558837_010    807  67.25000   No      36.000   No   Yes
361  555146_010    618  51.50000   No  124000.000   No   Yes
362  557244_010    692  57.66667   No  130000.000   No    No
363  554443_010    773  64.41667  Yes   30671.980   No   Yes
364  559342_020    727  60.58333  Yes   21390.000   No   Yes
365  552498_010    809  67.41667   No       0.000   No    No
366  558638_010    851  70.91667   No   13332.000   No    No
367  554864_020    634  52.83333   No  145000.000   No   Yes
368  559867_010    803  66.91667   No  303916.197   No   Yes
369  553060_020    628  52.33333   No  117000.000   No   Yes
370  550147_010    714  59.50000   No   30000.000   No    No
371  558290_010    642  53.50000   No  349000.000   No   Yes
372  554486_010    831  69.25000  Yes   50400.000   No    No
373  554301_010    618  51.50000   No  109200.000   No   Yes
374  556233_010    642  53.50000   No  164000.000   No   Yes
375  551299_010    712  59.33333   No    1200.000   No    No
376  550186_010    634  52.83333   No  277200.000   No   Yes
377  555737_020    503  41.91667   No   96000.000   No   Yes
378  556734_010    664  55.33333   No  157820.000   No   Yes
379  552079_010    618  51.50000   No   70000.000   No    No
380  558252_010    619  51.58333  Yes   13884.000   No   Yes
381  558917_010    626  52.16667  Yes  158440.000   No    No
382  555848_010    772  64.33333   No       0.000   No   Yes
383  558142_010   1093  91.08333  Yes   13200.000   No   Yes
384  550183_020    849  70.75000   No   55000.000   No    No
385  551723_020    797  66.41667  Yes   27376.000   No    No
386  557456_020    727  60.58333   No   25260.000   No    No
387  558837_010    807  67.25000   No       0.000   No   Yes
388  550832_020    638  53.16667   No   68400.000   No   Yes
389  557383_010    796  66.33333  Yes   15400.000   No   Yes
390  557785_020    626  52.16667   No  181200.000   No    No
391  559467_020    669  55.75000   No  366280.000   No   Yes
392  552868_010    756  63.00000   No   22846.000   No   Yes
393  558309_010    987  82.25000   No   12408.000   No   Yes
394  559055_010    955  79.58333   No   13488.000   No    No
395  556345_010    756  63.00000  Yes   21432.000  Yes    No
396  555900_010    664  55.33333   No   68000.000   No   Yes
397  554594_010    702  58.50000  Yes    1000.000   No   Yes
398  558410_010    616  51.33333   No  194000.000   No   Yes
399  559170_010    650  54.16667   No   10000.000   No    No
400  551827_010    753  62.75000  Yes   29760.000   No    No
401  550587_010    801  66.75000  Yes   50000.000   No   Yes
402  552748_010    758  63.16667   No   30436.000   No    No
403  551579_010    687  57.25000   No   22110.000  Yes    No
404  556859_010    648  54.00000   No   57000.000   No   Yes
405  550698_010    791  65.91667  Yes   46000.000   No   Yes
406  552346_010    608  50.66667   No   75700.000   No    No
407  557690_010    720  60.00000  Yes   24720.000   No    No
408  559806_020    565  47.08333   No   55000.000   No    No
409  553646_010    620  51.66667   No  225012.000   No   Yes
410  557269_010    706  58.83333   No   75700.000  Yes   Yes
411  556549_010    868  72.33333  Yes   13332.000   No    No
412  550310_010    858  71.50000  Yes   34196.000   No   Yes
413  559839_010    638  53.16667   No  380300.000   No    No
414  558844_020    513  42.75000   No   41688.000   No   Yes
415  552722_020    603  50.25000   No   79000.000   No   Yes
416  552418_010    797  66.41667   No   80724.000   No    No
417  559213_010    757  63.08333   No   50050.000   No    No
418  552949_010    646  53.83333   No  134000.000   No    No
419  555073_020    676  56.33333  Yes  209782.624   No   Yes
420  554432_020    855  71.25000   No  109000.000   No   Yes
421  556384_010    792  66.00000  Yes   10752.000   No   Yes
422  559190_020    653  54.41667   No  145400.000   No   Yes
423  557892_010    976  81.33333   No   45240.000   No   Yes
424  558266_010    680  56.66667   No   44929.000   No   Yes
425  554994_020    662  55.16667   No  132848.000   No   Yes
426  554092_010    898  74.83333   No   43896.000   No   Yes
427  551803_020    600  50.00000   No  176000.000   No   Yes
428  557052_010    605  50.41667   No   25032.000   No    No
429  554252_020    588  49.00000   No  101338.000   No   Yes
430  559949_010    760  63.33333  Yes    6192.000   No   Yes
431  554727_010   1045  87.08333   No   80000.000   No    No
432  553651_010    925  77.08333   No   12168.000   No   Yes
433  551046_010    942  78.50000  Yes   16440.000   No   Yes
434  558664_010    692  57.66667  Yes   67290.000  Yes   Yes
435  559244_010    664  55.33333   No  172000.000   No   Yes
436  558281_010   1066  88.83333  Yes   21800.000   No    No
437  551845_010    804  67.00000  Yes   40000.000   No   Yes
438  559586_010    664  55.33333   No  130010.000   No   Yes
439  557470_020    665  55.41667   No  237000.000   No   Yes
440  557595_020    758  63.16667   No   30500.000   No   Yes
441  556413_020    670  55.83333   No  155000.000   No   Yes
442  559506_010    665  55.41667  Yes   95824.000   No   Yes
443  558613_010    653  54.41667   No  100000.000   No   Yes
444  555071_010    611  50.91667   No  125000.000  Yes   Yes
445  556073_010    780  65.00000  Yes   11000.000   No    No
446  556870_010    815  67.91667   No   28264.000  Yes   Yes
447  555767_010    687  57.25000   No   30000.000   No    No
448  556793_010    647  53.91667   No     500.000   No   Yes
449  551108_010    622  51.83333   No  118800.000   No   Yes
450  552989_020    599  49.91667   No    1788.000   No   Yes
451  553480_010    653  54.41667  Yes   22800.000   No   Yes
452  551087_020    734  61.16667   No    3372.000   No    No
453  557038_010    820  68.33333   No  110564.000   No   Yes
454  552192_010    679  56.58333   No   15624.000   No   Yes
455  557031_010    627  52.25000   No   79534.000   No   Yes
456  558099_010    817  68.08333   No    9600.000   No   Yes
457  550516_010    748  62.33333   No   13236.192   No   Yes
458  551054_010    685  57.08333   No   29100.000   No   Yes
459  552544_010    677  56.41667   No  198000.000   No   Yes
460  550753_020    641  53.41667   No   52774.571   No    No
461  550832_020    638  53.16667   No   69278.635   No   Yes
462  559342_020    837  69.75000   No   21770.862   No   Yes
463  551069_010    899  74.91667  Yes   23850.000   No   Yes
464  552103_010    647  53.91667   No   11796.000   No    No
465  557104_010    736  61.33333  Yes   67000.000   No    No
466  557967_010    658  54.83333   No  267060.000   No   Yes
467  551762_020    523  43.58333   No   80280.000   No   Yes
468  558246_010    666  55.50000   No  147000.000   No   Yes
469  559819_010    622  51.83333   No    1200.000   No   Yes
470  557025_010    745  62.08333   No   91500.000   No   Yes
471  551179_020    689  57.41667   No  250800.000   No   Yes
472  550581_020    845  70.41667   No   22564.000   No   Yes
473  557470_020    670  55.83333   No  236000.000   No   Yes
474  557268_010    765  63.75000   No   46344.000   No   Yes
475  557889_010    747  62.25000   No       0.000   No    No
476  559587_020    992  82.66667   No   49000.000   No   Yes
477  555085_020    681  56.75000   No       0.000   No    No
478  551121_010    767  63.91667  Yes   39640.000   No   Yes
479  556453_020    774  64.50000  Yes   37860.000   No    No
480  556200_010    644  53.66667   No  136817.000   No   Yes
481  556381_010    655  54.58333   No  177000.000   No   Yes
482  555822_010    636  53.00000  Yes   53005.000   No   Yes
483  559983_020    762  63.50000  Yes  349000.000   No   Yes
484  555946_010    772  64.33333   No       0.000   No    No
485  555620_010    633  52.75000   No  131080.000   No   Yes
486  550614_020    574  47.83333   No  165520.000   No   Yes
487  559659_010    767  63.91667   No   65000.000   No   Yes
488  558703_010    652  54.33333  Yes   18002.000   No   Yes
489  559002_010    648  54.00000   No   98400.000   No   Yes
490  555176_010    787  65.58333   No   78400.000   No   Yes
491  559683_010    692  57.66667   No   91300.000   No    No
492  553413_010    769  64.08333   No   87000.000  Yes    No
493  559898_020    611  50.91667   No  140000.000   No   Yes
494  556709_010    836  69.66667  Yes   18720.000   No    No
495  552741_010    667  55.58333  Yes   45600.000   No   Yes
496  551803_010    636  53.00000   No  175536.000   No   Yes
497  559425_020    643  53.58333   No   87706.076   No   Yes
498  557559_020    809  67.41667   No  135000.000   No   Yes
499  553267_010    851  70.91667   No       0.000   No   Yes
500  556131_010    611  50.91667  Yes   22000.000   No   Yes
501  555601_010    700  58.33333  Yes   59040.000   No   Yes
502  553993_010    794  66.16667   No   90000.000   No   Yes
503  559133_010    987  82.25000   No   22800.000   No    No
504  554006_010    894  74.50000  Yes   26792.000   No    No
505  550173_010    628  52.33333   No  318283.858   No   Yes
506  550299_020    601  50.08333  Yes   72600.000   No    No
507  553413_020    771  64.25000  Yes   87010.000   No   Yes
508  558096_010    951  79.25000  Yes   10000.000   No   Yes
509  556741_010    649  54.08333   No   60924.000   No    No
510  552868_010    756  63.00000   No   22908.000   No   Yes
511  551222_010    641  53.41667   No  135000.000   No   Yes
512  559235_020    630  52.50000   No   99200.000   No    No
513  559752_010    815  67.91667   No   45455.000   No   Yes
514  550962_020    625  52.08333  Yes   47131.499   No   Yes
515  559785_020    684  57.00000   No   75520.000   No   Yes
516  559523_010    830  69.16667   No   46260.196   No    No
517  555314_010   1012  84.33333  Yes   19200.000   No    No
518  551827_010    753  62.75000  Yes   29544.000   No    No
519  559587_010    855  71.25000   No   49100.000   No   Yes
520  557574_010    749  62.41667   No   15000.000   No   Yes
521  559245_010    922  76.83333   No   15500.000   No   Yes
522  554911_010    891  74.25000   No   68403.000   No   Yes
523  556712_010    702  58.50000  Yes   91520.000   No    No
524  552363_020    591  49.25000   No   76000.000   No   Yes
525  557322_010    800  66.66667   No  119123.052   No    No
526  555515_010    624  52.00000   No   70512.000   No   Yes
527  554149_010    627  52.25000   No   72000.000   No   Yes
528  555792_010    687  57.25000   No  308584.288   No   Yes
529  550239_020    579  48.25000   No    8940.000   No   Yes
530  556090_010    611  50.91667   No   76464.000   No   Yes
531  554233_020    591  49.25000   No  235960.000   No   Yes
532  552590_010    749  62.41667   No   19500.000   No   Yes
533  556311_010    903  75.25000   No  162000.000   No    No
534  559494_020    457  38.08333   No      60.000   No    No
535  554471_020    578  48.16667   No  123759.964   No   Yes
536  557263_020    558  46.50000   No   64000.000   No    No
537  558747_010    658  54.83333  Yes   13032.000   No    No
538  552346_010    608  50.66667   No   75563.157   No    No
539  552613_010    619  51.58333   No   76000.000   No   Yes
540  557371_010    819  68.25000   No   42000.000   No    No
541  551944_020    630  52.50000   No  135024.000   No   Yes
542  559341_010    668  55.66667   No   20000.000   No   Yes
543  553721_010    662  55.16667  Yes   37978.774   No    No
544  558917_010    626  52.16667  Yes  158000.000   No    No
545  554994_020    662  55.16667   No  132036.000   No   Yes
546  551098_010    650  54.16667   No  285000.000   No    No
547  556249_020    607  50.58333   No  675800.000   No   Yes
548  553654_010    655  54.58333  Yes  111000.000   No    No
549  552766_010    891  74.25000   No   17520.000   No   Yes
550  559734_020    602  50.16667   No  109000.000   No    No
551  553393_010    630  52.50000   No    6800.000   No    No
552  551991_010    643  53.58333   No   32520.000   No    No
553  557093_010    740  61.66667  Yes   79974.000   No   Yes
554  555249_010    636  53.00000   No       0.000   No    No
555  556428_010    800  66.66667  Yes   42000.000   No   Yes
556  553849_010    925  77.08333  Yes   15920.000   No    No
557  552989_010    690  57.50000   No    2000.000   No    No
558  552734_010    644  53.66667   No   17424.000   No   Yes
559  559587_010    855  71.25000   No   48515.000   No   Yes
560  559843_020    679  56.58333   No   68403.000   No    No
561  551279_010    651  54.25000   No     300.000   No   Yes
562  551444_010    791  65.91667   No   12012.000   No   Yes
563  554819_010    627  52.25000   No  162000.000   No   Yes
564  551372_010    677  56.41667   No   17000.000   No   Yes
565  551548_010    733  61.08333  Yes   24836.000   No   Yes
566  554003_010    685  57.08333  Yes   16212.000   No   Yes
567  554852_010    607  50.58333   No   21802.756   No    No
568  555663_010    677  56.41667   No   90000.000   No   Yes
569  551188_010    681  56.75000  Yes   19920.000  Yes    No
570  558391_020    644  53.66667  Yes   50212.000   No    No
571  559170_010    649  54.08333   No   10000.000   No    No
572  553699_010    761  63.41667   No   10968.000  Yes    No
573  554655_010    642  53.50000  Yes   14796.000   No   Yes
574  556018_010    635  52.91667   No   55000.000   No   Yes
575  559867_010    804  67.00000   No  308000.000   No   Yes
576  553237_010    678  56.50000  Yes   14880.000   No   Yes
577  558191_010    706  58.83333   No  248463.477   No   Yes
578  550902_010    620  51.66667   No   12000.000   No    No
579  552777_010    922  76.83333  Yes   32520.000   No    No
580  556394_020    715  59.58333   No   31200.000   No    No
581  556499_010    754  62.83333   No   53200.000   No   Yes
582  556865_010    635  52.91667   No   70000.000   No   Yes
583  550240_020    867  72.25000  Yes   48000.000   No   Yes
584  559093_020    566  47.16667   No   50712.948   No   Yes
585  552741_010    674  56.16667  Yes   45760.000   No   Yes
586  557020_020    641  53.41667   No  218690.633   No   Yes
587  557856_010    743  61.91667   No   11604.000   No    No
588  553341_010    616  51.33333   No   24324.000  Yes   Yes
589  551914_010    633  52.75000   No   82000.000   No   Yes
590  557391_020    791  65.91667  Yes   25092.000   No    No
591  552423_020    666  55.50000   No     203.000   No    No
592  551305_010    648  54.00000   No  200900.000   No   Yes
593  558293_010    635  52.91667   No   82000.000   No   Yes
594  550918_010    731  60.91667   No   22416.000   No    No
595  554146_010    747  62.25000   No   44485.048   No   Yes
596  550753_010    706  58.83333  Yes   52600.000   No    No
597  552034_010    834  69.50000   No   27000.000   No    No
598  552418_010    797  66.41667   No   80800.000   No    No
599  558138_020    556  46.33333   No  132003.000   No   Yes
600  556381_010    655  54.58333   No  177000.000   No   Yes
601  551156_020    544  45.33333   No  196000.000   No    No
602  551761_020    759  63.25000  Yes   31000.000   No   Yes
603  554247_020    886  73.83333  Yes   22004.000   No    No
604  559551_010    673  56.08333   No    4772.000   No    No
605  552656_020    664  55.33333   No  158800.000   No    No
606  556398_010    804  67.00000  Yes       0.000   No   Yes
607  553258_010    872  72.66667   No   68240.000   No    No
608  557061_010    644  53.66667   No   21000.000   No   Yes
609  553904_010    653  54.41667   No    6216.000   No   Yes
610  556260_010    637  53.08333   No  147580.000   No   Yes
611  555951_010    829  69.08333  Yes   53428.000   No    No
612  558082_010    988  82.33333   No   15324.000   No    No
613  552874_010    757  63.08333   No   42281.000   No   Yes
614  556154_010    656  54.66667   No  262500.000   No    No
615  553118_020    613  51.08333   No   29436.000  Yes    No
616  555653_010    622  51.83333   No  120000.000   No   Yes
617  552748_020    757  63.08333   No   30500.000   No    No
618  558844_020    514  42.83333   No   41540.775   No   Yes
619  554818_010    719  59.91667   No   76033.000   No   Yes
620  552104_020    616  51.33333   No   19040.000  Yes   Yes
621  554846_010    746  62.16667   No   16800.000   No   Yes
622  550920_020    721  60.08333  Yes   16572.000   No   Yes
623  552065_010    848  70.66667   No   18231.333   No   Yes
624  553776_010    658  54.83333  Yes  336000.000   No    No
625  557767_010    818  68.16667   No   10800.000   No   Yes
626  550661_010    651  54.25000  Yes   22217.000   No    No
627  557104_010    735  61.25000  Yes   67000.000   No    No
628  552193_010    686  57.16667  Yes  103606.365   No   Yes
629  556433_010    670  55.83333   No       0.000   No    No
630  551789_010    671  55.91667  Yes   43200.000   No   Yes
631  558938_010    645  53.75000  Yes   45455.000   No    No
632  554847_010    627  52.25000   No    3492.000   No   Yes
633  555877_010    646  53.83333  Yes  122000.000  Yes   Yes
634  559269_010    649  54.08333   No  101156.000   No   Yes
635  551414_020    739  61.58333   No       0.000   No    No
636  559223_010    591  49.25000   No   70000.000   No   Yes
637  555262_010    627  52.25000   No  253820.000   No   Yes
638  557775_010    641  53.41667   No   59000.000   No   Yes
639  553055_020    660  55.00000  Yes   40950.000   No   Yes
640  558264_010    702  58.50000   No   28336.000   No   Yes
641  556516_010    675  56.25000   No  206000.000   No   Yes
642  552154_020    597  49.75000   No   10920.000   No    No
643  550147_010    716  59.66667   No   30174.637   No    No
644  557407_010    634  52.83333  Yes   43200.000  Yes    No
645  556741_010    648  54.00000   No   60819.000   No    No
646  556833_010    649  54.08333   No   72872.000   No   Yes
647  555405_020    637  53.08333   No   70000.000   No   Yes
648  550661_010    641  53.41667  Yes   21925.987   No    No
649  556088_010   1053  87.75000  Yes   10080.000   No    No
650  554154_020    673  56.08333   No   44000.000   No   Yes
651  556301_010    662  55.16667   No  111355.000   No    No
652  551645_010    865  72.08333  Yes   22256.400   No   Yes
653  552544_010    677  56.41667   No  200100.000   No   Yes
654  555931_010    655  54.58333   No  325480.000   No   Yes
655  555800_010    873  72.75000  Yes   48515.000   No   Yes
656  550698_010    742  61.83333  Yes   46000.000   No   Yes
657  554152_020    684  57.00000   No  325480.000   No   Yes
658  558187_020    607  50.58333   No  102000.000  Yes   Yes
659  553951_020    629  52.41667   No   76000.000   No    No
660  557268_010    765  63.75000   No   46236.000   No   Yes
661  557649_010    729  60.75000   No   87706.076   No   Yes
662  556886_020    652  54.33333   No  157820.000   No   Yes
663  558543_020    772  64.33333  Yes  276881.000   No   Yes
664  555915_020    653  54.41667   No   74000.000   No   Yes
665  557657_010    627  52.25000   No  263000.000   No   Yes
666  554953_010    643  53.58333   No   31500.000   No    No
667  558859_010    650  54.16667   No   75000.000   No   Yes
668  557802_010    808  67.33333   No   40800.000   No   Yes
669  554624_010   1100  91.66667  Yes   26008.000   No    No
670  557048_010    713  59.41667  Yes  131080.000   No    No
671  551073_010    650  54.16667   No    3400.000   No   Yes
672  554344_010    844  70.33333   No   59040.000   No   Yes
673  552192_010    679  56.58333   No   15254.301   No   Yes
674  551132_020    679  56.58333   No  109000.000   No   Yes
675  559346_010    877  73.08333   No   84000.000   No   Yes
676  556453_020    782  65.16667  Yes   37860.000   No    No
677  559907_010    690  57.50000   No       0.000   No   Yes
678  554117_020    633  52.75000   No   84400.000   No   Yes
679  558158_010    685  57.08333   No   50000.000   No   Yes
680  558626_010    671  55.91667   No   80620.000   No   Yes
681  556779_010    684  57.00000   No  121200.000   No   Yes
682  554003_010    685  57.08333  Yes   16212.000   No   Yes
683  554793_010    770  64.16667  Yes   38608.344   No   Yes
684  556149_010    714  59.50000   No   16416.000   No   Yes
685  552504_010    670  55.83333   No    6457.206   No   Yes
686  555586_010    657  54.75000   No   29040.000   No   Yes
687  558069_010    810  67.50000   No   30000.000  Yes   Yes
688  556675_010    691  57.58333   No  115000.000   No   Yes
689  551806_020    554  46.16667   No  535269.708   No   Yes
690  559103_020    566  47.16667   No  348924.754   No   Yes
691  550516_010    750  62.50000   No   13236.000   No   Yes
692  553262_010    632  52.66667   No   17796.000   No    No
693  558450_020    637  53.08333   No  160120.000   No   Yes
694  558380_010    758  63.16667   No    4644.000   No    No
695  550827_010    780  65.00000   No   88690.000   No   Yes
696  558293_010    635  52.91667   No   81184.000   No   Yes
697  556570_010    711  59.25000   No   92760.000   No   Yes
698  558316_010    804  67.00000  Yes   25764.286   No    No
699  555241_010    635  52.91667   No   14712.000   No   Yes
700  557111_020    959  79.91667  Yes   38220.000   No    No
701  555545_010    720  60.00000   No    3372.000   No   Yes
702  551214_010    798  66.50000  Yes     203.000   No   Yes
703  556943_020    641  53.41667   No   13824.000   No   Yes
704  558629_020    835  69.58333   No  389080.000   No    No
705  558511_010    610  50.83333  Yes   47960.000   No    No
706  553826_010    765  63.75000   No  175000.000   No   Yes
707  558841_010    628  52.33333   No  162000.000   No   Yes
708  557351_020    815  67.91667   No  107680.000   No    No
709  550156_020    612  51.00000   No  287339.246   No    No
710  554874_010    720  60.00000  Yes   29000.000   No    No
711  557721_020    644  53.66667   No   60276.000   No    No
712  558985_010    651  54.25000  Yes   13728.000   No    No
713  551944_010    612  51.00000   No  135616.756   No   Yes
714  552329_010    666  55.50000   No   20716.000   No   Yes
715  553815_020    457  38.08333   No  173051.899   No   Yes
716  559840_010    658  54.83333   No  182700.000   No   Yes
717  556088_010   1052  87.66667  Yes   10000.000   No    No
718  550503_010    955  79.58333   No   21200.000   No    No
719  551412_020    680  56.66667   No   72600.000   No   Yes
720  554479_010    669  55.75000   No   15345.000   No    No
721  555476_020    641  53.41667   No  325480.000   No   Yes
722  557375_010    623  51.91667  Yes     500.000  Yes   Yes
723  556717_020    665  55.41667   No  357000.000   No   Yes
724  554706_010    691  57.58333   No  312198.000   No   Yes
725  556760_010    607  50.58333   No  800600.000   No   Yes
726  559839_010    638  53.16667   No  376139.620   No    No
727  557571_010    818  68.16667  Yes   22848.000  Yes    No
728  559644_010    736  61.33333  Yes   13872.000  Yes   Yes
729  553505_020    570  47.50000   No  246700.000   No   Yes
730  558366_010    677  56.41667   No  152000.000   No   Yes
731  555952_020    612  51.00000  Yes  103000.000   No    No
732  557804_020    713  59.41667  Yes    2400.000   No    No
733  556431_020    629  52.41667  Yes  118000.000   No    No
734  551054_010    685  57.08333   No   29000.000   No   Yes
735  558001_010    646  53.83333   No   54240.000   No   Yes
736  558617_010    701  58.41667  Yes   68000.000   No   Yes
737  550887_010    671  55.91667   No   28680.000   No   Yes
738  552780_020    853  71.08333   No   98000.000   No   Yes
739  551806_020    557  46.41667   No  533260.399   No   Yes
740  551761_010    882  73.50000   No   31000.000   No   Yes
741  554961_010    651  54.25000   No   63915.000   No    No
742  555679_010    686  57.16667   No   30000.000   No   Yes
743  551461_020    633  52.75000   No   76000.000   No    No
744  554098_010    677  56.41667   No    7800.000   No   Yes
745  551808_020    843  70.25000   No   19248.000   No   Yes
746  559069_020    695  57.91667   No  189003.000   No    No
747  552843_010    937  78.08333   No   17832.000   No   Yes
748  553206_010    656  54.66667  Yes    3604.000   No   Yes
749  557983_010    824  68.66667   No   11840.000   No    No
750  559501_010    658  54.83333   No  228533.430   No    No
751  555797_010    622  51.83333   No    1980.000   No   Yes
752  556175_010    650  54.16667   No  220000.000   No   Yes
753  550860_010    823  68.58333   No   93200.000   No   Yes
754  555578_010    725  60.41667   No   13824.000   No   Yes
755  556990_010    630  52.50000   No   70000.000   No   Yes
756  555955_010   1070  89.16667  Yes   10920.000   No    No
757  551950_020    823  68.58333   No   37978.774   No   Yes
758  559002_010    645  53.75000   No   98137.254   No   Yes
759  557461_010    660  55.00000  Yes  407606.754   No   Yes
760  556483_010    629  52.41667   No  180640.000   No   Yes
761  557966_010    653  54.41667   No  130000.000   No   Yes
762  556008_020    566  47.16667  Yes  209782.624   No   Yes
763  559587_020    861  71.75000   No   49100.000   No   Yes
764  556541_010    689  57.41667   No    9208.000   No    No
765  557902_010    862  71.83333   No   15264.000   No   Yes
766  550183_010    879  73.25000   No   55000.000   No    No
767  557225_010    618  51.50000  Yes   15252.000  Yes    No
768  559515_020    809  67.41667  Yes  218690.633   No   Yes
769  551779_010    764  63.66667   No  637040.695   No   Yes
770  552775_020    580  48.33333   No  117050.000   No   Yes
771  552011_010    628  52.33333   No   61537.649   No    No
772  552638_020    527  43.91667   No  137000.000   No   Yes
773  555037_010    615  51.25000   No   72000.000   No   Yes
774  557963_010    685  57.08333   No   88689.000  Yes    No
775  553446_010    605  50.41667   No   17592.000   No    No
776  556323_020    662  55.16667   No  122012.000   No   Yes
777  558156_010    903  75.25000   No   17964.000   No    No
778  551646_010    679  56.58333   No   51200.000   No   Yes
779  554591_020    582  48.50000   No  127020.000   No   Yes
780  559373_010    625  52.08333   No   13032.000   No   Yes
781  552339_010    662  55.16667  Yes   11748.000   No    No
782  555931_010    656  54.66667   No  332712.192   No   Yes
783  557384_010    862  71.83333  Yes   37700.000   No   Yes
784  555086_010    657  54.75000   No  109120.000  Yes    No
785  556424_010    622  51.83333   No   49000.000   No   Yes
786  553935_010    836  69.66667   No   19086.000   No    No
787  557253_010    891  74.25000  Yes   30671.980   No   Yes
788  553852_010    635  52.91667   No       0.000   No   Yes
789  554789_020    745  62.08333   No  149048.000   No   Yes
790  551110_010    823  68.58333   No   13806.325   No    No
791  556873_010    843  70.25000  Yes  131080.000   No   Yes
792  559812_010    686  57.16667   No   51200.000  Yes   Yes
793  557223_020    773  64.41667   No   30300.000   No   Yes
794  559283_010    636  53.00000  Yes   52774.571   No   Yes
795  559353_010    617  51.41667   No   38536.101   No    No
796  557141_010    638  53.16667  Yes   96428.000   No   Yes
797  558131_010    674  56.16667   No  168000.000   No   Yes
798  555578_020    701  58.41667   No   14148.000   No   Yes
799  557965_010    613  51.08333   No  287339.246   No   Yes
800  558115_010    675  56.25000  Yes       0.000   No    No
801  558052_010    681  56.75000  Yes   10000.000  Yes   Yes
802  552681_010    624  52.00000   No   51000.000   No   Yes
803  559379_010    616  51.33333   No  105000.000   No    No
804  558867_010    816  68.00000   No   37079.926   No   Yes
805  559229_020    574  47.83333  Yes  418024.000   No   Yes
806  555785_020    496  41.33333   No   30598.050   No    No
807  550569_020    642  53.50000   No  320000.000   No   Yes
808  554154_020    673  56.08333  Yes   43760.000   No   Yes
809  552192_010    679  56.58333   No   15600.000   No   Yes
810  552949_020    651  54.25000   No  134000.000   No    No
811  557892_020    980  81.66667   No   45240.000   No    No
812  553280_020    486  40.50000   No   50000.000   No    No
813  554604_020    621  51.75000   No   21600.000   No   Yes
814  555209_010    630  52.50000   No  364400.000   No   Yes
815  554840_010    663  55.25000  Yes   30869.000   No   Yes
816  559785_010    675  56.25000  Yes   75520.000  Yes   Yes
817  550299_010    669  55.75000   No   72600.000   No   Yes
818  554772_010   1048  87.33333   No   19604.000   No   Yes
819  552874_020    787  65.58333   No   42300.000   No   Yes
820  556768_020    866  72.16667   No   41208.000   No    No
821  559010_010    812  67.66667   No   20908.000   No   Yes
822  559928_010    644  53.66667   No    3959.941   No   Yes
823  553413_020    771  64.25000  Yes   87000.000   No   Yes
824  557909_020    418  34.83333   No   51682.000   No   Yes
825  554773_010    749  62.41667   No   60000.000   No    No
826  559734_010    663  55.25000   No  108836.000   No    No
827  552780_020    849  70.75000   No   99200.000   No   Yes
828  554655_010    642  53.50000  Yes   15024.000   No   Yes
829  556876_010    788  65.66667   No   90000.000   No   Yes
830  559820_010    635  52.91667   No  176000.000   No   Yes
831  559984_010    909  75.75000   No   15600.000   No    No
832  556983_020    614  51.16667   No  148000.000   No    No
833  552184_010    646  53.83333  Yes   10200.000   No   Yes
834  559573_010    771  64.25000  Yes    1788.000   No   Yes
835  552314_010    774  64.50000   No   70000.000   No   Yes
836  554301_020    589  49.08333   No  109000.000   No   Yes
837  552154_020    596  49.66667   No   10968.000   No    No
838  555210_010    819  68.25000  Yes   23808.000   No    No
839  555336_010    797  66.41667   No   35000.000   No   Yes
840  559691_010    609  50.75000   No   71000.000   No    No
841  559341_010    668  55.66667   No   20100.000   No   Yes
842  552100_010    760  63.33333   No  178080.000   No   Yes
843  556796_010    610  50.83333   No   36682.528   No   Yes
844  550316_010    796  66.33333   No   19332.000   No   Yes
845  558191_010    667  55.58333   No  243600.000   No   Yes
846  556666_020    570  47.50000   No  186600.000   No    No
847  552812_010    655  54.58333  Yes  153404.000   No   Yes
848  552786_010    718  59.83333  Yes   39154.111   No   Yes
849  555506_010    607  50.58333   No   25274.273  Yes    No
850  558939_020    741  61.75000   No  145000.000   No   Yes
851  554006_010    896  74.66667  Yes   26420.000   No    No
852  553707_010   1016  84.66667   No   37978.774   No   Yes
853  559567_010    825  68.75000   No   37181.174   No    No
854  554144_010    663  55.25000   No   31616.000   No    No
855  550688_010    621  51.75000  Yes   19100.000  Yes   Yes
856  557480_010    617  51.41667  Yes       0.000   No    No
857  553914_020    612  51.00000   No  250800.000   No   Yes
858  552660_020    924  77.00000   No   37200.000   No    No
859  556148_020    919  76.58333   No   36024.000   No   Yes
860  559912_020    682  56.83333   No  133000.000   No   Yes
861  559431_020    614  51.16667   No  115000.000   No   Yes
862  554069_010    804  67.00000   No   13149.386   No   Yes
863  552681_010    624  52.00000   No   51311.000   No   Yes
864  558629_010    835  69.58333   No  383500.000   No    No
865  557118_010    626  52.16667   No   22846.000   No   Yes
866  557320_020    571  47.58333   No  164000.000   No   Yes
867  553775_010    652  54.33333  Yes  101036.000   No   Yes
868  555663_010    682  56.83333   No   89670.804   No   Yes
869  551833_010    637  53.08333   No   83800.000   No   Yes
870  553994_020    615  51.25000  Yes   10968.000  Yes    No
871  555073_020    667  55.58333   No  212942.661   No   Yes
872  555797_010    622  51.83333   No    2000.000   No   Yes
873  558281_010   1063  88.58333  Yes   21500.000   No    No
874  550683_010    635  52.91667  Yes  306283.154   No   Yes
875  554972_020    556  46.33333   No   46892.000   No   Yes
876  555294_010    641  53.41667   No   22110.000   No    No
877  558441_010    640  53.33333   No  308000.000   No   Yes
878  554330_020    676  56.33333  Yes  161000.000   No   Yes
879  553780_020    672  56.00000   No  383500.000   No   Yes
880  551412_020    680  56.66667   No   73120.000   No   Yes
881  553534_010    655  54.58333   No  104400.000   No   Yes
882  554449_010    699  58.25000   No  263279.733   No   Yes
883  552332_020    769  64.08333  Yes  122600.000   No   Yes
884  556579_010    866  72.16667  Yes   18049.141   No    No
885  554256_020    669  55.75000   No   13872.000   No    No
886  556453_020    774  64.50000  Yes   37800.000   No    No
887  551748_010    661  55.08333   No  100000.000   No   Yes
888  555601_020    735  61.25000  Yes   59040.000   No   Yes
889  554899_020    493  41.08333  Yes   33663.623   No   Yes
890  558174_020    939  78.25000   No  141276.000  Yes   Yes
891  553771_010    656  54.66667  Yes   12420.000   No   Yes
892  556878_020    568  47.33333   No   94400.000   No   Yes
893  556185_010    772  64.33333   No   18840.000   No    No
894  556200_010    644  53.66667   No  136817.000   No   Yes
895  550790_020    569  47.41667   No  418024.000   No   Yes
896  550967_020    767  63.91667  Yes   84600.000   No    No
897  555274_010    698  58.16667  Yes   47400.000   No    No
898  556069_010    895  74.58333   No   16800.000   No   Yes
899  556675_020    576  48.00000   No  115000.000   No   Yes
900  558252_010    619  51.58333  Yes   13806.325   No   Yes
901  556495_020    608  50.66667   No   55000.000   No    No
902  556995_010    652  54.33333   No  102784.980   No   Yes
903  554851_010    968  80.66667  Yes    6140.000   No   Yes
904  550686_010    701  58.41667   No   28680.000   No    No
905  552118_020    746  62.16667   No  101338.000   No   Yes
906  554690_020    595  49.58333   No  120000.000   No   Yes
907  554172_010    735  61.25000   No   31000.000   No   Yes
908  559286_010    807  67.25000   No   85000.000   No    No
909  556437_020    640  53.33333   No    2916.000   No   Yes
910  554864_020    633  52.75000   No  145000.000   No   Yes
911  556050_010    646  53.83333   No  238400.000   No   Yes
912  559416_010    680  56.66667   No   52000.000   No   Yes
913  559071_010    706  58.83333   No       0.000   No   Yes
914  559750_010    833  69.41667   No   28932.000   No   Yes
915  556634_010    611  50.91667   No   24960.000   No    No
916  558252_010    620  51.66667  Yes   14160.000   No   Yes
917  552721_010    891  74.25000  Yes   14113.430   No   Yes
918  553948_020    782  65.16667  Yes  118000.000   No   Yes
919  559587_020    812  67.66667   No   48200.000   No   Yes
920  558546_010    726  60.50000   No   11880.000   No   Yes
921  557855_010    714  59.50000  Yes   32580.000   No   Yes
922  552819_010    673  56.08333   No  276881.000   No   Yes
923  557538_020    667  55.58333   No    4320.000   No   Yes
924  556441_010    711  59.25000   No   20000.000   No   Yes
925  559600_020    664  55.33333   No   70020.000   No   Yes
926  556424_020    544  45.33333  Yes   48200.000   No    No
927  552228_010    660  55.00000   No   12000.000   No   Yes
928  555650_010    668  55.66667   No   53400.000   No   Yes
929  557014_010    988  82.33333  Yes   46793.034   No    No
930  558897_010    618  51.50000   No   12251.412   No    No
931  559269_020    615  51.25000   No  100960.000   No   Yes
932  559292_010    681  56.75000   No       0.000   No   Yes
933  554152_020    684  57.00000   No  327000.000   No   Yes
934  557461_020    606  50.50000  Yes  404000.000   No   Yes
935  555163_010    651  54.25000   No  200000.000   No    No
936  558155_010    706  58.83333  Yes   16320.000   No    No
937  559691_010    609  50.75000   No   70800.000   No    No
938  551092_010    679  56.58333   No   99000.000   No   Yes
939  558671_020    909  75.75000  Yes   30869.000   No    No
940  555351_010    646  53.83333   No   69278.635   No   Yes
941  553574_010    641  53.41667   No  100000.000   No   Yes
942  551512_010    779  64.91667   No   19380.000   No   Yes
943  556666_020    569  47.41667   No  188000.000   No    No
944  559762_010    656  54.66667   No   73537.000   No   Yes
945  550166_010    653  54.41667  Yes  356087.063   No   Yes
946  552816_020    764  63.66667   No       0.000   No   Yes
947  553227_010    676  56.33333   No   14796.000   No   Yes
948  556240_010    689  57.41667   No   15000.000   No   Yes
949  555152_010    661  55.08333   No  707600.000   No   Yes
950  551660_010    855  71.25000   No   24132.000   No   Yes
951  555192_020   1060  88.33333   No   19716.000  Yes   Yes
952  558532_020    663  55.25000   No   60200.000   No    No
953  552490_010    862  71.83333   No    5860.000   No    No
954  557811_010    619  51.58333  Yes  148060.000   No   Yes
955  551144_010    927  77.25000   No   19500.000   No    No
956  552971_010    813  67.75000  Yes   21000.000  Yes   Yes
957  556869_010    885  73.75000  Yes   69479.000   No    No
958  556541_010    682  56.83333   No    8880.000   No    No
959  553399_020    861  71.75000   No  212942.661   No    No
960  553114_010    629  52.41667   No  156204.000   No   Yes
961  552179_010    626  52.16667   No   35000.000   No   Yes
962  559408_010    862  71.83333   No   68403.000   No   Yes
963  559842_010    629  52.41667  Yes  250080.000   No   Yes
964  551442_010    704  58.66667   No   25405.000   No    No
965  550661_010    651  54.25000  Yes   22004.000   No    No
966  554238_020    912  76.00000   No   62862.000   No   Yes
967  556121_010    661  55.08333  Yes    9750.000   No    No
968  551940_010    672  56.00000   No  119008.000   No   Yes
969  550183_010    879  73.25000   No   55000.000   No    No
970  552510_010    625  52.08333   No   93809.033   No   Yes
971  553319_010    634  52.83333   No   59404.000   No   Yes
972  558344_010    654  54.50000  Yes   75520.000   No   Yes
973  553315_020    735  61.25000   No   56003.000   No   Yes
974  555578_010    726  60.50000   No   13860.000   No   Yes
975  559094_010    642  53.50000   No   26400.000   No   Yes
976  550920_010    731  60.91667  Yes   16392.679   No   Yes
977  554449_010    698  58.16667   No  258224.000   No   Yes
978  550428_010    713  59.41667   No   55000.000   No   Yes
979  559129_010    700  58.33333   No   23200.000   No   Yes
980  556323_010    635  52.91667   No  122036.000   No   Yes
981  554569_010    894  74.50000   No   33972.000   No    No
982  552976_020    581  48.41667   No  147012.000   No   Yes
983  559707_010    643  53.58333   No  136656.000   No   Yes
984  557924_020    627  52.25000   No  116500.000   No    No
985  557446_010    663  55.25000   No   65000.000  Yes    No
986  551380_010    654  54.50000   No  104400.000   No   Yes
987  551944_020    635  52.91667   No  135024.000   No   Yes
988  550156_010    612  51.00000   No  289000.000   No    No
989  554069_010    823  68.58333   No   12960.000   No   Yes
990  555697_020    654  54.50000  Yes   15192.000   No   Yes
991  551110_010    823  68.58333   No   13843.000   No    No
992  557786_010    740  61.66667   No   45000.000   No   Yes
993  557965_020    568  47.33333   No  289000.000   No   Yes
994  550295_010    627  52.25000  Yes   25260.000   No   Yes
995  559586_010    664  55.33333   No  129600.000   No   Yes
996  552231_010    632  52.66667   No  102200.000   No   Yes
997  559649_010    733  61.08333   No   53400.000   No   Yes
998  554247_020    980  81.66667  Yes   22000.000   No    No
999  553121_010    677  56.41667   No    7200.000   No   Yes
1000 552025_010    619  51.58333   No  116500.000   No   Yes
1001 558568_020    804  67.00000  Yes   52000.000   No    No
1002 553757_020    621  51.75000   No  267060.000   No   Yes
1003 553948_020    782  65.16667  Yes  118000.000   No   Yes
1004 556249_020    607  50.58333   No  711600.000   No   Yes
1005 553399_010    862  71.83333   No  209782.624   No    No
1006 557630_020    590  49.16667   No   55012.000   No   Yes
1007 556390_010    632  52.66667   No   12000.000   No   Yes
1008 556869_010    885  73.75000  Yes   70080.000   No    No
1009 557320_020    574  47.83333   No  164000.000   No   Yes
1010 555004_010    620  51.66667   No   15000.000   No   Yes
1011 550239_010    639  53.25000   No    8940.000   No   Yes
1012 557889_010    752  62.66667   No       0.000   No    No
1013 559973_010    652  54.33333  Yes  150512.000   No    No
1014 556300_020    636  53.00000   No  385000.000   No    No
1015 550201_020    484  40.33333   No  281000.000   No   Yes
1016 552118_020    665  55.41667   No  101400.000   No   Yes
1017 551759_010    659  54.91667   No  134000.000   No   Yes
1018 557111_010    911  75.91667  Yes   38452.000   No   Yes
1019 559603_020    813  67.75000  Yes  105000.000   No   Yes
1020 556717_020    642  53.50000   No  360000.000   No   Yes
1021 553879_010    734  61.16667   No   13097.695   No   Yes
1022 556732_010    774  64.50000   No   47777.107   No   Yes
1023 556431_010    620  51.66667   No  118000.000   No   Yes
1024 550683_010    635  52.91667  Yes  303916.197   No   Yes
1025 559698_010    616  51.33333   No  407606.754   No   Yes
1026 559010_010    813  67.75000   No   20820.000   No   Yes
1027 555065_010    660  55.00000   No  196000.000   No    No
1028 553112_010    791  65.91667   No   43200.000   No   Yes
1029 555405_010    637  53.08333   No   70080.000   No   Yes
1030 550882_010    645  53.75000   No    6180.000   No   Yes
1031 559287_010    924  77.00000   No   96267.615   No   Yes
1032 553961_020    675  56.25000  Yes  169876.000   No   Yes
1033 559624_010    668  55.66667   No   85449.191   No   Yes
1034 555578_010    765  63.75000   No   13824.000   No   Yes
1035 557856_010    731  60.91667   No   11772.000   No    No
1036 552741_010    667  55.58333  Yes   45421.000   No   Yes
1037 559093_020    565  47.08333   No   50400.000   No   Yes
1038 559764_010    737  61.41667   No   13527.000   No   Yes
1039 554161_010    619  51.58333   No  124000.000   No   Yes
1040 556225_020    507  42.25000   No   63000.000   No   Yes
1041 554017_010    866  72.16667   No   10344.000   No    No
1042 554578_010    674  56.16667   No  175000.000   No    No
1043 558175_010    630  52.50000   No  534004.000   No   Yes
1044 550015_010    678  56.50000   No   90000.000   No   Yes
1045 554006_010    897  74.75000  Yes   26400.000   No    No
1046 557424_010    623  51.91667  Yes   54026.574   No   Yes
1047 554069_020    733  61.08333   No   13208.000   No    No
1048 559269_010    649  54.08333   No  100900.000   No   Yes
1049 555464_010    641  53.41667  Yes   10348.000   No   Yes
1050 558271_010    648  54.00000   No  139000.000   No   Yes
1051 554305_010    862  71.83333   No   39132.000   No   Yes
1052 552320_010    757  63.08333   No   13200.000   No    No
1053 556271_010    748  62.33333  Yes   13149.386   No    No
1054 556979_010    644  53.66667   No   26880.000   No   Yes
1055 556621_010    801  66.75000  Yes   19200.000   No   Yes
1056 551057_010    927  77.25000   No   15000.000  Yes    No
1057 557680_020    857  71.41667   No   46020.000   No   Yes
1058 554443_010    773  64.41667  Yes   30724.000   No   Yes
1059 557446_010    663  55.25000   No   65000.000  Yes    No
1060 557510_020    564  47.00000   No   88690.000   No    No
1061 558380_010    759  63.25000   No    4688.000   No    No
1062 555137_010    686  57.16667   No   13884.000   No   Yes
1063 553715_010    739  61.58333  Yes    2209.000   No    No
1064 558582_010    655  54.58333  Yes   62000.000   No   Yes
1065 550637_020    627  52.25000   No  455012.000   No   Yes
1066 558390_010    658  54.83333   No  127522.562   No    No
1067 555151_010    627  52.25000   No  369257.048  Yes   Yes
1068 555018_010    691  57.58333   No  156660.000   No    No
1069 552840_010    635  52.91667   No   37200.000   No   Yes
1070 552874_020    761  63.41667  Yes   42300.000   No   Yes
1071 557924_020    629  52.41667   No  117012.000  Yes    No
1072 552976_020    583  48.58333   No  147012.000   No   Yes
1073 552741_010    675  56.25000  Yes   45421.000   No   Yes
1074 552104_010    605  50.41667   No   19381.000  Yes   Yes
1075 553014_010    867  72.25000  Yes  235960.000   No   Yes
1076 552025_010    619  51.58333   No  117050.000   No   Yes
1077 552154_010    662  55.16667   No   11000.000   No   Yes
1078 556428_010    801  66.75000  Yes   42200.000   No   Yes
1079 552629_010    939  78.25000  Yes   30780.000   No   Yes
1080 557151_010    968  80.66667   No   44000.000   No    No
1081 551150_010    888  74.00000   No     203.000   No   Yes
1082 553778_020    798  66.50000  Yes  126000.000   No   Yes
1083 559286_010    807  67.25000   No   84600.000   No    No
1084 558309_010    987  82.25000   No   12348.000   No   Yes
1085 553055_020    733  61.08333  Yes   40498.000   No    No
1086 557902_010    861  71.75000   No   15385.000   No   Yes
1087 552011_010    628  52.33333   No   61324.356   No    No
1088 550964_010    629  52.41667   No  637040.695   No   Yes
1089 550516_010    748  62.33333   No   13032.000   No   Yes
1090 554256_010    662  55.16667   No   13800.000   No    No
1091 551744_020    711  59.25000   No  194000.000   No    No
1092 552363_020    591  49.25000   No   76033.000   No   Yes
1093 550410_010    608  50.66667   No  100010.000   No    No
1094 551529_010    994  82.83333   No   20100.000   No    No
1095 552301_010    925  77.08333   No   11880.000   No   Yes
1096 551928_010    643  53.58333  Yes   28264.000   No    No
1097 556668_020    992  82.66667   No   23616.000  Yes   Yes
1098 558445_010    690  57.50000   No       0.000   No   Yes
1099 552395_010   1027  85.58333   No    9600.000   No   Yes
1100 554154_020    673  56.08333   No   44000.000   No   Yes
1101 550267_020    688  57.33333   No  133000.000   No   Yes
1102 559241_010    659  54.91667   No  277412.000   No   Yes
1103 554152_020    684  57.00000   No  334248.000   No   Yes
1104 555216_010    907  75.58333   No   44400.000   No   Yes
1105 559178_020    739  61.58333   No   94204.000   No    No
1106 556325_020    572  47.66667   No   83000.000   No   Yes
1107 556939_010    635  52.91667   No   31336.000  Yes   Yes
1108 559969_020    932  77.66667   No   30000.000   No    No
1109 552306_020    610  50.83333   No  188000.000   No   Yes
1110 550461_010    764  63.66667  Yes   15600.000   No    No
1111 558082_010    983  81.91667   No   15252.000   No    No
1112 557811_020    646  53.83333   No  148000.000   No   Yes
1113 553879_010    735  61.25000   No   13032.000   No   Yes
1114 550583_010    651  54.25000   No   94788.000  Yes   Yes
1115 559917_010    668  55.66667   No       0.000   No   Yes
1116 558594_010    668  55.66667   No    9600.000   No   Yes
1117 556732_010    774  64.50000   No   47520.000   No   Yes
1118 556793_010    647  53.91667   No     300.000   No   Yes
1119 557461_020    617  51.41667  Yes  407606.754   No   Yes
1120 557811_020    654  54.50000  Yes  148024.000   No   Yes
1121 558576_010    686  57.16667  Yes   52000.000   No   Yes
1122 557529_010    618  51.50000   No  120024.000   No   Yes
1123 550645_010    797  66.41667   No  145400.000   No   Yes
1124 551263_020    634  52.83333   No  160080.000   No   Yes
1125 553534_010    651  54.25000   No  104900.000   No   Yes
1126 553948_010    781  65.08333  Yes  118000.000  Yes    No
1127 557967_020    645  53.75000   No  267060.000   No   Yes
1128 552494_010    682  56.83333   No  285000.000   No   Yes
1129 552775_020    580  48.33333   No  117000.000   No   Yes
1130 550759_010    830  69.16667   No   17520.000   No   Yes
1131 556666_020    567  47.25000   No  187800.000   No    No
1132 552079_010    618  51.50000   No   70000.000   No    No
1133 554660_020    665  55.41667  Yes   11040.000   No   Yes
1134 558540_010    767  63.91667   No    9672.000   No   Yes
1135 551263_020    634  52.83333   No  160120.000   No   Yes
1136 550110_010    674  56.16667   No    3000.000   No    No
1137 550931_010    653  54.41667   No   31616.000   No   Yes
1138 555503_020    676  56.33333   No   30000.000   No   Yes
1139 550920_010    784  65.33333  Yes   16608.000   No   Yes
1140 559818_010    652  54.33333   No   23142.000   No   Yes
1141 552766_010    895  74.58333   No   17592.000   No   Yes
1142 557510_020    566  47.16667   No   88690.000   No    No
1143 557725_010    685  57.08333   No  100900.000   No   Yes
1144 552721_010    892  74.33333  Yes   14040.000   No   Yes
1145 558532_010    613  51.08333   No   60400.000   No   Yes
1146 552177_010    653  54.41667   No   82000.000   No   Yes
1147 556241_010    633  52.75000   No   25962.000   No    No
1148 550064_010    675  56.25000  Yes  110500.000   No   Yes
1149 559905_010    591  49.25000   No    3959.941   No    No
1150 554280_010    633  52.75000   No   80000.000   No    No
1151 557391_020    866  72.16667  Yes   25032.000   No    No
1152 554877_010    623  51.91667  Yes  105000.000   No   Yes
1153 556493_010    717  59.75000   No   26400.000   No   Yes
1154 552154_010    662  55.16667   No   11000.000   No   Yes
1155 555178_010    823  68.58333   No   49496.000   No   Yes
1156 554486_010    831  69.25000  Yes   50607.954   No    No
1157 552886_010    873  72.75000  Yes   22800.000   No    No
1158 554438_010    747  62.25000  Yes   11928.000   No   Yes
1159 555978_010    745  62.08333   No    1681.298   No   Yes
1160 555476_010    641  53.41667   No  327040.000   No   Yes
1161 551253_010    625  52.08333  Yes   67884.000   No   Yes
1162 555113_020    598  49.83333   No   84800.000   No   Yes
1163 558552_020    758  63.16667   No   70512.000   No   Yes
1164 557131_010    768  64.00000   No  113000.000   No   Yes
1165 554330_020    676  56.33333  Yes  161000.000   No   Yes
1166 557213_010    783  65.25000   No    7650.000   No   Yes
1167 558543_020    776  64.66667  Yes  276400.000   No   Yes
1168 557538_020    667  55.58333   No    4320.000   No   Yes
1169 553030_010    624  52.00000  Yes   46020.000   No   Yes
1170 557283_010    670  55.83333   No   31000.000   No   Yes
1171 555311_020    564  47.00000   No  484000.000   No    No
1172 555156_020    647  53.91667  Yes  106000.000   No   Yes
1173 554387_010    668  55.66667   No  218690.633   No   Yes
1174 552812_010    655  54.58333  Yes  153000.000   No   Yes
1175 550066_010    963  80.25000  Yes   87706.076   No    No
1176 556266_010    685  57.08333  Yes   12708.000   No    No
1177 550614_010    644  53.66667   No  166711.764   No   Yes
1178 553430_010    661  55.08333   No   66000.000   No   Yes
1179 559600_020    668  55.66667   No   70000.000   No    No
1180 553970_010    663  55.25000  Yes   75000.000   No   Yes
1181 552819_010    669  55.75000   No  274191.814   No   Yes
1182 551664_010    897  74.75000  Yes   66000.000   No   Yes
1183 558922_010    633  52.75000   No   14712.000   No    No
1184 550458_010    674  56.16667   No  343280.000   No   Yes
1185 558198_010    645  53.75000  Yes   25304.000   No    No
1186 558403_020    588  49.00000   No  129000.000   No   Yes
1187 557721_020    643  53.58333   No   60400.000   No    No
1188 559029_020    609  50.75000   No  152501.000   No   Yes
1189 555331_010    669  55.75000   No  145000.000   No   Yes
1190 553294_010    643  53.58333   No   55012.000   No   Yes
1191 553280_010    646  53.83333   No   50000.000   No    No
1192 555578_020    713  59.41667   No   13956.000   No   Yes
1193 556493_020    817  68.08333  Yes   26400.000   No    No
1194 554073_010    617  51.41667   No  175536.000   No    No
1195 555169_010    660  55.00000   No   20000.000   No   Yes
1196 555848_010    772  64.33333   No       0.000   No   Yes
1197 551514_010    656  54.66667   No   13527.000   No   Yes
1198 559353_010    617  51.41667   No   38200.000   No    No
1199 554855_010    824  68.66667   No  145000.000   No   Yes
1200 559834_010    896  74.66667  Yes   20574.000   No   Yes
1201 555307_010    762  63.50000   No   12348.000   No    No
1202 553139_020    623  51.91667   No   50000.000   No   Yes
1203 551127_010    827  68.91667   No   11700.000   No    No
1204 550536_010    925  77.08333   No  115000.000   No   Yes
1205 556300_010    635  52.91667   No  383500.000   No    No
1206 551975_010    641  53.41667   No  104208.000   No   Yes
1207 550064_010    674  56.16667   No  110000.000   No   Yes
1208 557258_010    665  55.41667   No   68664.000   No   Yes
1209 554652_010    631  52.58333   No   48000.000   No   Yes
1210 559511_010    681  56.75000   No  119000.000   No   Yes
1211 557014_010    824  68.66667  Yes   47220.000   No    No
1212 551334_010    754  62.83333  Yes   94788.000   No   Yes
1213 550201_020    481  40.08333   No  285000.000   No   Yes
1214 556495_020    608  50.66667   No   55040.000   No   Yes
1215 559598_010    687  57.25000   No  372036.209   No    No
1216 554740_010    707  58.91667  Yes       0.000   No   Yes
1217 559839_010    638  53.16667   No  380300.000   No    No
1218 558552_020    757  63.08333   No   70332.000   No   Yes
1219 559234_010    623  51.91667  Yes  137979.058   No   Yes
1220 554690_020    597  49.75000   No  120001.000   No   Yes
1221 555134_010    670  55.83333   No    9672.000   No   Yes
1222 559235_010    629  52.41667   No   99000.000   No    No
1223 557461_020    606  50.50000  Yes  404000.000   No   Yes
1224 552238_010    673  56.08333   No    2304.000   No   Yes
1225 559748_010    758  63.16667   No   29200.000  Yes   Yes
1226 553641_010    627  52.25000   No   50000.000  Yes    No
1227 552304_010    758  63.16667   No  182200.000   No   Yes
1228 551808_020    792  66.00000   No   19200.000   No   Yes
1229 552395_010   1037  86.41667   No    9672.000   No   Yes
1230 556621_010    800  66.66667  Yes   19040.000   No   Yes
1231 555962_010    865  72.08333  Yes   29700.000   No    No
1232 552660_010    924  77.00000  Yes   37000.000   No   Yes
1233 555041_020    912  76.00000  Yes   49100.000   No    No
1234 555042_010    682  56.83333   No  130252.000  Yes    No
1235 553832_010    873  72.75000  Yes   14377.649  Yes    No
1236 555663_020    628  52.33333   No   90000.000   No    No
1237 559001_010    834  69.50000   No    6720.000   No   Yes
1238 551222_010    643  53.58333   No  135000.000   No   Yes
1239 557141_010    638  53.16667  Yes   96267.615   No   Yes
1240 552753_010    642  53.50000   No  113000.000   No    No
1241 551744_010    665  55.41667   No  194000.000   No   Yes
1242 559567_020    717  59.75000  Yes   37079.926   No    No
1243 552618_020    862  71.83333   No   25600.000   No    No
1244 559617_020    649  54.08333   No  194080.000   No   Yes
1245 559494_020    457  38.08333   No       0.000   No    No
1246 552789_010    758  63.16667   No   90000.000   No   Yes
1247 552156_010    783  65.25000   No   27300.000   No   Yes
1248 558133_010    677  56.41667  Yes  135000.000   No   Yes
1249 558404_020    766  63.83333   No  105000.000   No   Yes
1250 559235_010    629  52.41667   No   98030.000   No    No
1251 553503_020    609  50.75000  Yes   80500.000  Yes   Yes
1252 552154_020    597  49.75000   No   11208.000   No    No
1253 554687_010    643  53.58333   No  142650.000   No   Yes
1254 558155_010    705  58.75000  Yes   16600.000   No    No
1255 551064_010    675  56.25000   No   56800.000   No   Yes
1256 556125_010    964  80.33333  Yes   13843.000   No   Yes
1257 554899_020    484  40.33333  Yes   33460.000   No   Yes
1258 557344_010    698  58.16667  Yes   13600.000   No    No
1259 558366_020    639  53.25000   No  150000.000   No   Yes
1260 550941_010    910  75.83333   No   16848.000   No    No
1261 556475_010    859  71.58333   No   66040.000   No   Yes
1262 556675_020    576  48.00000   No  115336.201   No   Yes
1263 556352_010    703  58.58333   No   61324.356   No   Yes
1264 557619_010    666  55.50000   No  187008.000   No   Yes
1265 558765_010    749  62.41667  Yes   16848.000   No    No
1266 553067_010    645  53.75000   No  182200.000   No   Yes
1267 553610_010    649  54.08333   No  110144.000   No   Yes
1268 550267_020    688  57.33333   No  132848.000   No   Yes
1269 557690_010    720  60.00000  Yes   24752.000   No    No
1270 557630_020    589  49.08333   No   55000.000   No   Yes
1271 558950_010    661  55.08333  Yes   71000.000   No   Yes
1272 556495_020    608  50.66667   No   55000.000   No    No
1273 559969_010    899  74.91667  Yes   30174.637   No   Yes
1274 554674_020    753  62.75000   No   78256.000   No   Yes
1275 554344_020    840  70.00000  Yes   58000.000   No   Yes
1276 553646_010    619  51.58333   No  223000.000   No   Yes
1277 555648_010    658  54.83333   No   40000.000   No   Yes
1278 552423_020    666  55.50000   No       0.000   No    No
1279 553780_010    691  57.58333   No  385000.000   No   Yes
1280 553817_010    681  56.75000  Yes   43000.000   No    No
1281 559494_020    481  40.08333   No       0.000   No    No
1282 557882_010    634  52.83333   No   10000.000   No   Yes
1283 557568_010    621  51.75000   No   68320.000   No   Yes
1284 559080_010    679  56.58333  Yes   20400.000   No   Yes
1285 553846_010    605  50.41667   No   14400.000   No   Yes
1286 553778_010    754  62.83333   No  126000.000   No   Yes
1287 556288_020    904  75.33333   No  308000.000   No   Yes
1288 551878_010    712  59.33333  Yes   44505.000   No   Yes
1289 557633_010    799  66.58333  Yes    1000.000   No   Yes
1290 551073_010    649  54.08333   No    3360.000   No   Yes
1291 556993_010    628  52.33333   No  186025.000   No   Yes
1292 559234_020    673  56.08333   No  137000.000   No   Yes
1293 556038_010    769  64.08333   No   70900.000   No   Yes
1294 552964_020    650  54.16667   No  107000.000   No    No
1295 553908_020    569  47.41667   No     300.000   No   Yes
1296 555929_010    670  55.83333   No   42300.000   No    No
1297 557681_010    782  65.16667  Yes   16748.872   No    No
1298 550685_010    655  54.58333  Yes   34236.000   No   Yes
1299 552874_020    801  66.75000   No   42200.000   No   Yes
1300 552454_010    772  64.33333   No   96004.000   No   Yes
1301 551248_010    702  58.50000   No  110000.000   No   Yes
1302 554409_020    591  49.25000   No    3600.000   No    No
1303 551845_010    823  68.58333  Yes   39928.000   No   Yes
1304 558266_010    680  56.66667   No   45060.000   No   Yes
1305 556549_010    869  72.41667  Yes   13416.000   No    No
1306 558703_010    636  53.00000  Yes   18000.000   No   Yes
1307 558143_020    601  50.08333   No  534004.000   No   Yes
1308 559762_010    656  54.66667   No   73640.000   No   Yes
1309 555754_010    589  49.08333   No  195000.000   No   Yes
1310 550851_020    569  47.41667   No       0.000   No   Yes
1311 550418_010    638  53.16667   No    3000.000   No   Yes
1312 553743_020    804  67.00000   No   10000.000   No   Yes
1313 550930_010    675  56.25000  Yes   93680.000   No    No
1314 555156_020    643  53.58333  Yes  106000.000   No   Yes
1315 555053_020    937  78.08333  Yes   25320.000   No    No
1316 554899_020    476  39.66667  Yes   33460.000   No   Yes
1317 555891_010    676  56.33333  Yes   17964.000   No   Yes
1318 552734_010    644  53.66667   No   17424.000   No   Yes
1319 559785_020    679  56.58333   No   75563.157   No   Yes
1320 550428_010    713  59.41667   No   55000.000   No   Yes
1321 554427_010    637  53.08333   No  200100.000   No   Yes
1322 554069_020    722  60.16667   No   13200.000   No    No
1323 555215_010    619  51.58333   No       0.000   No   Yes
1324 559878_010   1014  84.50000  Yes   36682.528   No   Yes
1325 557997_010    655  54.58333  Yes  819600.000   No   Yes
1326 558366_020    639  53.25000   No  150000.000   No   Yes
1327 552816_020    812  67.66667   No       0.000   No   Yes
1328 550605_010    789  65.75000  Yes   17661.151   No   Yes
1329 557882_010    633  52.75000   No   10080.000   No   Yes
1330 550143_010    910  75.83333   No   45503.939   No   Yes
1331 551712_010    872  72.66667   No   60340.000   No   Yes
1332 555792_010    687  57.25000   No  299440.000   No   Yes
1333 555777_010    653  54.41667   No   21001.000   No    No
1334 556666_020    568  47.33333   No  189000.000   No    No
1335 554847_010    627  52.25000   No    3600.000   No   Yes
1336 557883_010    639  53.25000   No   93003.000   No   Yes
1337 553273_010    659  54.91667  Yes   56000.000   No   Yes
1338 559044_020    722  60.16667   No  173000.000   No   Yes
1339 559315_010    636  53.00000  Yes   31000.000   No    No
1340 556531_010    706  58.83333  Yes   40950.000   No   Yes
1341 552822_020    630  52.50000   No  318283.858   No   Yes
1342 555103_010    648  54.00000  Yes   29100.000   No   Yes
1343 553627_010    627  52.25000   No  155000.000   No    No
1344 558174_010    961  80.08333   No  142650.000   No   Yes
1345 552065_010    845  70.41667   No   18278.000   No   Yes
1346 559567_020    717  59.75000  Yes   37181.174   No    No
1347 558290_020    629  52.41667   No  353005.511   No   Yes
1348 555439_010    620  51.66667   No  160644.000   No   Yes
1349 556921_010    877  73.08333   No   28264.000   No    No
1350 559928_010    638  53.16667   No    3820.000   No   Yes
1351 555037_010    615  51.25000   No   72000.000   No   Yes
1352 554550_010    610  50.83333   No   53400.000   No    No
1353 555349_010    687  57.25000   No  116500.000   No    No
1354 551878_010    769  64.08333  Yes   44485.048   No   Yes
1355 556573_010    865  72.08333  Yes  124589.000  Yes    No
1356 555354_010    935  77.91667   No   29436.000  Yes    No
1357 556990_010    630  52.50000   No   70000.000   No   Yes
1358 550736_010    988  82.33333   No   47520.000   No    No
1359 557349_020    595  49.58333   No  110000.000   No   Yes
1360 553273_010    659  54.91667  Yes   55400.000   No   Yes
1361 557624_020    672  56.00000   No   21800.000   No   Yes
1362 555115_010    868  72.33333   No   45784.000   No    No
1363 555441_020    725  60.41667   No   52774.571   No   Yes
1364 557824_010    797  66.41667   No  125000.000   No   Yes
1365 557140_010    623  51.91667   No   56000.000   No   Yes
1366 558737_010    849  70.75000   No   47000.000   No    No
1367 557751_010    700  58.33333   No   93200.000   No   Yes
1368 559877_020    556  46.33333   No    5812.000   No   Yes
1369 559603_020    787  65.58333   No  105000.000   No   Yes
1370 551156_020    535  44.58333   No  194127.867   No    No
1371 559600_010    654  54.50000   No   70000.000   No   Yes
1372 550155_010    643  53.58333   No  340000.000   No    No
1373 559080_020    588  49.00000  Yes   20568.000   No    No
1374 554026_010    694  57.83333  Yes   12360.000   No    No
1375 554413_010    781  65.08333   No   14880.000   No   Yes
1376 554789_010    759  63.25000   No  148320.000   No   Yes
1377 550093_020    762  63.50000   No  267060.000   No   Yes
1378 551923_010    641  53.41667   No  109000.000   No   Yes
1379 556433_010    670  55.83333   No       0.000   No    No
1380 550418_010    638  53.16667   No    3000.000   No   Yes
1381 555286_010   1050  87.50000   No   16757.841  Yes   Yes
1382 550683_010    636  53.00000  Yes  301201.732   No   Yes
1383 555463_020   1016  84.66667  Yes   12728.443   No    No
1384 551069_010    900  75.00000  Yes   24132.000   No   Yes
1385 555586_010    657  54.75000   No   29200.000   No   Yes
1386 557664_010    964  80.33333  Yes   54000.000   No   Yes
1387 554213_010    646  53.83333   No  149048.000   No   Yes
1388 552681_020    613  51.08333   No   51384.000   No   Yes
1389 559586_010    664  55.33333   No  130000.000   No   Yes
1390 553837_020    863  71.91667  Yes   77010.000   No   Yes
1391 556806_010    848  70.66667   No   24400.000   No    No
1392 555332_010    660  55.00000   No  107054.866   No   Yes
1393 558157_010    622  51.83333  Yes   89300.000   No    No
1394 551179_020    689  57.41667   No  250080.000   No   Yes
1395 556606_010    668  55.66667   No   40012.000   No   Yes
1396 557630_010    629  52.41667  Yes   55000.000   No    No
1397 557213_010    785  65.41667   No    7320.000   No   Yes
1398 559103_010    626  52.16667   No  353005.511   No   Yes
1399 551512_010    780  65.00000   No   19320.000   No   Yes
1400 558049_010    818  68.16667   No   63915.000   No   Yes
1401 556424_020    543  45.25000  Yes   49240.000   No    No
1402 556179_010    652  54.33333   No  108040.000   No   Yes
1403 557518_010    698  58.16667   No  124589.000   No   Yes
1404 551735_020    617  51.41667   No  276881.000   No   Yes
1405 550514_020    618  51.50000   No   53616.000   No   Yes
1406 555460_010    640  53.33333   No   22500.000   No   Yes
1407 553446_010    605  50.41667   No   17661.151   No    No
1408 558602_010    733  61.08333   No   53384.000   No    No
1409 557557_010    647  53.91667   No   35944.967   No   Yes
1410 552306_020    607  50.58333  Yes  187800.000   No   Yes
1411 550790_020    568  47.33333   No  445000.000   No   Yes
1412 559963_010    658  54.83333  Yes  124353.000   No   Yes
1413 558390_010    658  54.83333   No  128000.000   No    No
1414 553765_010    650  54.16667   No   67000.000   No   Yes
1415 556135_010    645  53.75000  Yes   40000.000   No   Yes
1416 558935_010    794  66.16667   No    8400.000   No   Yes
1417 557751_010    700  58.33333   No   93424.188   No   Yes
1418 555405_010    637  53.08333   No   70000.000   No   Yes
1419 554318_010    955  79.58333   No   57872.869   No    No
1420 550943_010    753  62.75000  Yes    3360.000   No   Yes
1421 559785_010    677  56.41667  Yes   75563.157  Yes   Yes
1422 559283_020    621  51.75000   No   52668.000   No   Yes
1423 554717_010    663  55.25000   No    2304.000   No   Yes
1424 550962_020    625  52.08333  Yes   46793.034   No   Yes
1425 555441_020    650  54.16667   No   52306.909   No   Yes
1426 558679_020    625  52.08333   No  217200.000   No    No
1427 553951_020    629  52.41667   No   76033.000   No    No
1428 559445_010    671  55.91667   No   13149.386   No    No
1429 553443_010    814  67.83333  Yes   50000.000   No    No
1430 556536_010    647  53.91667  Yes   14508.000   No    No
1431 552548_010    780  65.00000   No   84012.000   No   Yes
1432 559484_020    641  53.41667   No  127000.000   No   Yes
1433 551744_010    660  55.00000   No  194080.000   No   Yes
1434 558664_010    693  57.75000  Yes   67400.000  Yes   Yes
1435 557802_010    807  67.25000   No   41208.000   No   Yes
1436 554302_010    887  73.91667  Yes   30174.637   No   Yes
1437 556758_010    644  53.66667   No   40000.000   No   Yes
1438 559470_020    836  69.66667  Yes   17328.000   No   Yes
1439 553432_010    860  71.66667   No   38475.624   No    No
1440 555427_010    851  70.91667  Yes   25405.000   No    No
1441 559722_010    635  52.91667   No  312198.000   No   Yes
1442 551098_010    650  54.16667   No  285240.000   No    No
1443 553738_010    924  77.00000   No   22800.000   No    No
1444 557785_010    628  52.33333   No  181200.000   No    No
1445 555375_010    715  59.58333   No   40000.000   No   Yes
1446 550038_010    640  53.33333  Yes   72000.000   No   Yes
1447 556018_020    638  53.16667   No   55000.000   No   Yes
1448 559793_010    654  54.50000   No   98030.000   No    No
1449 551169_010    681  56.75000   No   24000.000   No   Yes
1450 559350_010    653  54.41667   No   77010.000   No    No
1451 551781_010    670  55.83333   No   16816.000   No   Yes
1452 557036_010    615  51.25000  Yes   56764.000   No    No
1453 557269_010    706  58.83333   No   75700.000  Yes   Yes
1454 557699_010    619  51.58333   No   10920.000   No    No
1455 558450_020    637  53.08333   No  160080.000   No   Yes
1456 554845_020    810  67.50000   No   95824.000   No   Yes
1457 557538_020    739  61.58333   No    4320.000   No   Yes
1458 558142_010    990  82.50000  Yes   13200.000   No   Yes
1459 551748_010    661  55.08333   No   99472.590   No   Yes
1460 559420_010    556  46.33333   No  109000.000   No   Yes
1461 555339_010    649  54.08333   No       0.000   No   Yes
1462 554680_010    786  65.50000   No    2880.000   No   Yes
1463 551025_020    706  58.83333   No   61200.000   No   Yes
1464 553508_010    663  55.25000   No    1681.298   No    No
1465 558039_010    760  63.33333  Yes    3000.000   No   Yes
1466 555601_010    700  58.33333  Yes   58286.511   No   Yes
1467 550745_010    620  51.66667   No  126600.000   No    No
1468 555331_020    560  46.66667   No  145400.000   No   Yes
1469 550155_020    601  50.08333   No  340000.000   No   Yes
1470 559616_010    638  53.16667   No   56800.000  Yes   Yes
1471 559814_010    669  55.75000   No  223349.581   No   Yes
1472 557322_020    800  66.66667   No  119220.000   No    No
1473 555176_010    789  65.75000   No   78500.000   No   Yes
1474 558191_020    567  47.25000   No  243000.000   No   Yes
1475 557139_010    850  70.83333  Yes   10344.000   No   Yes
1476 553623_020    772  64.33333   No   85488.000   No   Yes
1477 553670_010    627  52.25000   No 1800012.000   No    No
1478 557269_010    707  58.91667   No   75563.157  Yes   Yes
1479 551529_010    992  82.66667   No   20280.000   No    No
1480 559283_010    643  53.58333   No   52700.000   No   Yes
1481 554540_010    681  56.75000   No   89008.000   No    No
1482 550428_010    685  57.08333   No   55308.000   No   Yes
1483 557097_010    635  52.91667   No   16460.606  Yes   Yes
1484 552748_020    774  64.50000   No   30436.000   No    No
1485 558693_010    630  52.50000  Yes   72000.000   No   Yes
1486 553118_020    607  50.58333   No   28932.000   No    No
1487 558039_010    760  63.33333  Yes    2880.000   No   Yes
1488 556993_020    564  47.00000   No  185000.000   No   Yes
1489 556325_010    658  54.83333   No   83000.000   No   Yes
1490 559818_010    652  54.33333   No   23520.000   No   Yes
1491 552482_020    745  62.08333   No   51200.000  Yes   Yes
1492 551104_010    670  55.83333   No   19852.000   No    No
1493 554471_010    612  51.00000   No  123759.964   No   Yes
1494 552429_010    787  65.58333   No   55000.000   No   Yes
1495 555115_010    878  73.16667   No   45500.000   No    No
1496 554486_020    873  72.75000   No   50551.154   No   Yes
1497 554312_010    679  56.58333   No   51000.000   No   Yes
1498 558797_010    626  52.16667   No  211696.111   No    No
1499 550889_010    633  52.75000  Yes    3000.000  Yes    No
1500 558532_010    613  51.08333   No   60400.000   No   Yes
1501 553778_020    797  66.41667  Yes  127000.000   No   Yes
1502 559391_010   1086  90.50000   No    4688.000   No   Yes
1503 555844_010    644  53.66667   No   64000.000   No   Yes
1504 553790_020    667  55.58333   No  160644.000   No   Yes
1505 550962_010    642  53.50000   No   47000.000   No   Yes
1506 550817_010    912  76.00000  Yes   23184.000   No   Yes
1507 557885_020    744  62.00000  Yes  103000.000   No   Yes
1508 552822_010    630  52.50000   No  318283.858   No   Yes
1509 553512_010    661  55.08333   No  114000.000   No    No
1510 559471_010    711  59.25000   No       0.000   No   Yes
1511 552490_010    862  71.83333   No    5040.000   No    No
1512 557814_010    635  52.91667   No  325480.000   No   Yes
1513 555702_010    720  60.00000   No   93000.000   No   Yes
1514 550362_010    671  55.91667  Yes    2520.000  Yes    No
1515 551335_020    601  50.08333  Yes  269682.462   No   Yes
1516 556964_010    679  56.58333  Yes   36600.000  Yes   Yes
1517 556149_010    714  59.50000   No   16596.000   No   Yes
1518 558594_010    668  55.66667   No    9480.000   No   Yes
1519 554252_020    586  48.83333   No  101400.000   No   Yes
1520 559445_010    671  55.91667   No   13128.000   No    No
1521 557226_010    930  77.50000   No   17520.000   No    No
1522 552648_020    799  66.58333  Yes   15948.000   No    No
1523 550421_010    901  75.08333   No   15948.000  Yes    No
1524 551686_020    638  53.16667   No   72000.000   No   Yes
1525 553114_020    625  52.08333   No  157200.000   No   Yes
1526 552911_010    623  51.91667   No   55000.000   No   Yes
1527 554591_020    579  48.25000   No  126800.000   No   Yes
1528 551863_020    745  62.08333   No   85488.000   No   Yes
1529 551412_020    674  56.16667   No   72872.000   No   Yes
1530 554717_010    663  55.25000   No    2500.000   No   Yes
1531 553393_010    630  52.50000   No    6648.000   No    No
1532 553911_010    964  80.33333   No   10080.000   No    No
1533 559963_010    657  54.75000  Yes  124353.000   No   Yes
1534 551155_010    543  45.25000   No   68095.000   No    No
1535 550536_010    927  77.25000   No  115000.000   No   Yes
1536 551346_010    687  57.25000   No       0.000   No   Yes
1537 557411_020    618  51.50000  Yes   33020.000  Yes   Yes
1538 557484_020    626  52.16667   No  228032.000   No    No
1539 557617_010    780  65.00000  Yes   73510.000   No   Yes
1540 550320_010    628  52.33333   No   11208.000   No    No
1541 556686_020    839  69.91667  Yes   69120.000   No   Yes
1542 550880_010    662  55.16667  Yes   49800.000   No    No
1543 550609_010    665  55.41667   No  114656.000   No   Yes
1544 550272_010    665  55.41667   No   47521.893   No   Yes
1545 551843_010    683  56.91667   No  153000.000   No    No
1546 559471_010    709  59.08333   No       0.000   No   Yes
1547 552028_020    625  52.08333   No  303916.197   No   Yes
1548 553925_010    989  82.41667   No    8400.000   No    No
1549 550581_020    797  66.41667   No   22564.000   No   Yes
1550 554408_010    656  54.66667   No  180640.000   No   Yes
1551 553014_020    868  72.33333   No  237050.000   No   Yes
1552 559157_020    853  71.08333   No   10348.000   No   Yes
1553 557595_010    836  69.66667  Yes   30300.000   No   Yes
1554 554432_020    868  72.33333   No  109120.000   No   Yes
1555 557551_010    647  53.91667   No  110300.000   No   Yes
1556 553710_010    626  52.16667   No   21936.000   No   Yes
1557 555785_020    503  41.91667   No   30600.000   No    No
1558 557615_010    629  52.41667   No  102020.000   No   Yes
1559 558286_010    691  57.58333   No    9480.000   No   Yes
1560 555560_010    699  58.25000   No   85180.000   No    No
1561 551735_020    621  51.75000   No  276570.000   No   Yes
1562 550419_010   1058  88.16667   No   25260.000   No   Yes
1563 552892_020    725  60.41667   No   92000.000  Yes   Yes
1564 550817_010    913  76.08333  Yes   23120.000   No   Yes
1565 557396_010    825  68.75000   No   17324.000   No    No
1566 554365_010    778  64.83333  Yes     300.000   No   Yes
1567 558552_010    783  65.25000   No   70520.000   No    No
1568 555489_020    706  58.83333   No  129000.000   No   Yes
1569 559806_020    649  54.08333  Yes   55000.000   No   Yes
1570 552292_010    692  57.66667  Yes   10920.000   No    No
1571 552819_010    669  55.75000   No  277200.000   No   Yes
1572 559467_020    669  55.75000   No  357000.000   No   Yes
1573 555341_010    673  56.08333  Yes   23748.000   No   Yes
1574 553884_010    610  50.83333   No   37700.000   No    No
1575 554604_010    623  51.91667   No   21770.862   No   Yes
1576 555137_010    746  62.16667   No   14160.000   No   Yes
1577 556471_010    791  65.91667   No   43000.000   No   Yes
1578 554604_020    621  51.75000   No   21600.000   No   Yes
1579 558103_010    619  51.58333   No     804.000  Yes    No
1580 550445_010   1008  84.00000   No  155580.000   No   Yes
1581 558366_010    675  56.25000   No  150000.000   No   Yes
1582 554885_010    791  65.91667  Yes   33460.000   No    No
1583 554506_010    914  76.16667   No   18048.000   No    No
1584 555962_010    864  72.00000  Yes   29600.000   No    No
1585 556079_010    662  55.16667  Yes   44485.048   No    No
1586 550201_020    486  40.50000   No  280020.000   No   Yes
1587 550233_010    778  64.83333  Yes   25320.000   No   Yes
1588 550554_010    624  52.00000   No   72872.000   No   Yes
1589 557642_010    678  56.50000   No   67000.000   No   Yes
1590 550218_020    689  57.41667   No  168400.000   No    No
1591 554344_020    844  70.33333  Yes   58286.511   No    No
1592 555765_010    655  54.58333   No  100315.000   No    No
1593 559990_010    656  54.66667   No   50000.000   No   Yes
1594 559094_010    642  53.50000   No   26268.000   No   Yes
1595 554903_010    746  62.16667   No   45152.000   No   Yes
1596 558316_010    841  70.08333  Yes   25600.000   No    No
1597 556833_010    651  54.25000   No   73000.000   No   Yes
1598 557882_010    633  52.75000   No   10000.000   No   Yes
1599 555911_010    617  51.41667   No   18030.697   No   Yes
1600 556513_010    725  60.41667   No   30332.902   No   Yes
1601 552693_010    659  54.91667  Yes   29576.000   No    No
1602 557322_020    839  69.91667   No  119000.000   No    No
1603 559190_020    649  54.08333   No  145200.000   No   Yes
1604 558543_020    776  64.66667  Yes  276400.000   No   Yes
1605 552646_010    626  52.16667   No  130000.000   No    No
1606 550181_010    666  55.50000   No   55308.000   No    No
1607 553321_010    746  62.16667   No   29700.000   No   Yes
1608 559698_010    616  51.33333   No  402720.000   No   Yes
1609 552395_010   1022  85.16667   No    9600.000   No   Yes
1610 556345_010    755  62.91667  Yes   21708.000  Yes    No
1611 550201_010    633  52.75000   No  285240.000   No   Yes
1612 555844_010    644  53.66667   No   64376.000   No   Yes
1613 557349_020    597  49.75000   No  110000.000   No   Yes
1614 555215_020    619  51.58333   No       0.000   No   Yes
1615 559506_010    665  55.41667  Yes   96004.000   No   Yes
1616 558441_010    640  53.33333   No  299440.000   No   Yes
1617 554163_010    678  56.50000   No  325480.000   No   Yes
1618 553114_020    611  50.91667   No  155000.000   No   Yes
1619 551143_020    607  50.58333   No   27600.000  Yes   Yes
1620 551048_010    648  54.00000   No   74020.000   No    No
1621 555952_010    612  51.00000  Yes  102929.000   No    No
1622 558144_010    657  54.75000   No   18840.000   No   Yes
1623 559270_010    625  52.08333   No       0.000   No   Yes
1624 553699_010    758  63.16667   No   10920.000  Yes    No
1625 557710_010   1048  87.33333   No   34800.000   No    No
1626 551098_010    650  54.16667   No  281000.000   No    No
1627 552852_010    729  60.75000   No  102200.000   No   Yes
1628 558837_010    808  67.33333   No     250.000   No   Yes
1629 559839_010    638  53.16667   No  378052.138   No    No
1630 552648_010    769  64.08333  Yes   15948.000   No   Yes
1631 555209_010    633  52.75000   No  360000.000   No   Yes
1632 553761_010    653  54.41667   No   19040.000   No   Yes
1633 555797_010    622  51.83333   No    1980.000   No   Yes
1634 558155_010    707  58.91667   No   16320.000   No    No
1635 558646_010    772  64.33333   No   19852.000   No   Yes
1636 555215_010    619  51.58333   No       0.000   No   Yes
1637 555073_010    706  58.83333  Yes  212942.661   No   Yes
1638 552363_020    591  49.25000   No   76000.000   No   Yes
1639 555065_010    659  54.91667   No  194127.867   No    No
1640 553280_010    648  54.00000   No   50000.000   No    No
1641 553327_010    622  51.83333  Yes   12660.000   No   Yes
1642 557460_010    918  76.50000   No   40410.370   No    No
1643 556441_010    711  59.25000   No   20000.000   No   Yes
1644 555780_010    819  68.25000   No   89008.000   No   Yes
1645 555166_010    648  54.00000   No    5484.000   No   Yes
1646 554398_010    643  53.58333   No   21120.000   No   Yes
1647 557792_010    621  51.75000   No  244738.170   No   Yes
1648 557152_020    631  52.58333   No   83000.000   No    No
1649 551944_020    631  52.58333   No  135000.000   No   Yes
1650 555553_010    684  57.00000   No   62862.000   No   Yes
1651 556159_010    632  52.66667   No  165236.000   No   Yes
1652 554481_010    767  63.91667   No   55308.000   No    No
1653 558953_010    657  54.75000   No       0.000   No    No
1654 551279_010    651  54.25000   No     480.000   No   Yes
1655 554438_010    747  62.25000  Yes   12168.000   No   Yes
1656 552059_010    737  61.41667  Yes   28104.000   No    No
1657 559586_010    664  55.33333   No  130244.000   No   Yes
1658 557544_010    676  56.33333   No   87000.000   No   Yes
1659 557882_010    634  52.83333   No   10080.000   No   Yes
1660 551957_010    623  51.91667   No  114820.000   No   Yes
1661 555603_020    531  44.25000   No  535269.708   No    No
1662 556668_020    942  78.50000  Yes   23808.000   No   Yes
1663 559023_010    637  53.08333  Yes   28680.000   No    No
1664 553280_020    476  39.66667   No   50000.000   No    No
1665 558123_010    969  80.75000   No    3492.000   No   Yes
1666 555073_020    676  56.33333   No  212117.637   No   Yes
1667 550698_020    805  67.08333  Yes   46000.000   No   Yes
1668 558694_020    642  53.50000   No  347933.333   No   Yes
1669 553413_020    771  64.25000  Yes   87000.000   No   Yes
1670 558410_010    616  51.33333   No  194080.000   No   Yes
1671 550015_020    597  49.75000   No   90000.000   No   Yes
1672 559932_010    903  75.25000  Yes   27948.000   No   Yes
1673 551975_020    621  51.75000   No  104400.000   No   Yes
1674 551080_010    839  69.91667   No   50000.000   No   Yes
1675 551803_010    641  53.41667   No  175601.000   No   Yes
1676 553849_010    925  77.08333  Yes   16212.000   No    No
1677 556057_010    793  66.08333   No   38220.000  Yes   Yes
1678 552306_020    609  50.75000  Yes  189003.000   No   Yes
1679 552613_010    619  51.58333   No   76000.000   No   Yes
1680 555071_020    579  48.25000   No  124589.000  Yes   Yes
1681 556799_020    605  50.41667  Yes  210000.000   No    No
1682 550223_010    668  55.66667   No    9840.000   No   Yes
1683 558693_020    649  54.08333  Yes   72180.000   No   Yes
1684 555506_010    605  50.41667   No   25249.061  Yes    No
1685 553881_010    713  59.41667   No   58469.605   No   Yes
1686 553920_010    637  53.08333   No  228032.000   No   Yes
1687 559734_010    663  55.25000   No  109000.000   No    No
1688 551123_010    888  74.00000   No   24112.000   No   Yes
1689 558344_010    649  54.08333  Yes   75510.095   No   Yes
1690 550524_010    839  69.91667   No   51539.746   No   Yes
1691 552692_010    625  52.08333   No  510720.000   No   Yes
1692 557061_010    644  53.66667   No   20908.000   No   Yes
1693 558849_010    650  54.16667   No  115000.000   No    No
1694 551126_010    635  52.91667  Yes    4375.497   No    No
1695 559321_010    640  53.33333   No   40048.000   No    No
1696 558419_010    806  67.16667  Yes   53428.000   No    No
1697 552963_010    638  53.16667   No   15048.000   No    No
1698 556276_020    625  52.08333   No   93000.000   No   Yes
1699 558445_010    687  57.25000   No       0.000   No   Yes
1700 550156_020    612  51.00000  Yes  289000.000   No    No
1701 556760_010    607  50.58333   No  770537.149   No   Yes
1702 559479_010    637  53.08333   No   60000.000   No    No
1703 558120_010    811  67.58333   No   15048.000   No   Yes
1704 552837_010    617  51.41667   No   74300.000   No    No
1705 552028_020    625  52.08333   No  310440.000   No   Yes
1706 554880_010    717  59.75000   No    2136.000   No   Yes
1707 559513_020    788  65.66667  Yes   90000.000   No   Yes
1708 554427_020    595  49.58333   No  202312.000   No   Yes
1709 559867_010    804  67.00000   No  299440.000   No   Yes
1710 557624_010    667  55.58333   No   21760.000  Yes   Yes
1711 553060_020    628  52.33333   No  117050.000   No   Yes
1712 553014_020    731  60.91667  Yes  233054.000   No    No
1713 552892_020    725  60.41667   No   92000.000  Yes   Yes
1714 558884_010    714  59.50000  Yes  153404.000   No   Yes
1715 557858_010    626  52.16667   No   17424.000   No    No
1716 550385_010    781  65.08333   No   28717.537   No    No
1717 551191_010   1007  83.91667  Yes   18049.141   No    No
1718 554842_010    837  69.75000  Yes       0.000   No    No
1719 556090_010    611  50.91667   No   77010.000   No   Yes
1720 552836_020    677  56.41667   No  218690.633   No   Yes
1721 559487_010    898  74.83333   No   36600.000   No    No
1722 550043_010    903  75.25000   No   27524.000   No    No
1723 556493_010    719  59.91667   No   26420.000   No   Yes
1724 554627_010    754  62.83333   No   79000.000   No   Yes
1725 554092_010    892  74.33333   No   43760.000   No   Yes
1726 556394_010    691  57.58333   No   31200.000   No    No
1727 558103_010    619  51.58333   No     750.000  Yes    No
1728 557842_020    613  51.08333  Yes   30000.000   No    No
1729 556499_010    754  62.83333   No   53384.000   No   Yes
1730 556137_010    729  60.75000   No   33020.000   No   Yes
1731 553351_010    643  53.58333   No   13488.000   No   Yes
1732 555441_010    649  54.08333   No   52774.571   No   Yes
1733 554301_020    590  49.16667   No  109000.000   No   Yes
1734 552300_020    676  56.33333   No  185000.000   No   Yes
1735 551150_010    888  74.00000   No       0.000   No   Yes
1736 555071_020    586  48.83333   No  124589.000  Yes   Yes
1737 556845_010    655  54.58333   No  120000.000   No   Yes
1738 559598_010    686  57.16667   No  379754.958   No    No
1739 558154_010    673  56.08333   No       0.000  Yes   Yes
1740 550985_020    654  54.50000   No  130252.000   No    No
1741 559831_020    972  81.00000  Yes  225012.000   No    No
1742 552479_020    490  40.83333  Yes  200100.000   No   Yes
1743 552753_010    642  53.50000   No  111600.000   No   Yes
1744 558897_010    618  51.50000   No   12300.000   No    No
1745 550047_010    656  54.66667   No  110752.000   No   Yes
1746 553793_010    666  55.50000   No   50000.000   No   Yes
1747 556833_010    651  54.25000   No   73283.240   No   Yes
1748 551459_020    794  66.16667  Yes   80500.000   No   Yes
1749 555603_020    520  43.33333   No  534004.000   No    No
1750 555788_010    804  67.00000   No   87000.000   No    No
1751 554862_010    671  55.91667   No   11748.000  Yes   Yes
1752 559227_020    603  50.25000   No  103606.365   No   Yes
1753 552529_020    660  55.00000   No  134952.000   No   Yes
1754 559121_010    681  56.75000  Yes    5000.000  Yes   Yes
1755 550410_010    608  50.66667   No  100000.000   No    No
1756 556143_010    706  58.83333   No   33036.000   No    No
1757 554238_020    908  75.66667   No   62000.000   No   Yes
1758 550362_010    671  55.91667  Yes    2400.000  Yes    No
1759 559425_020    636  53.00000   No   87750.000   No   Yes
1760 554793_010    770  64.16667  Yes   38536.101   No   Yes
1761 550233_010    800  66.66667  Yes   25260.000   No   Yes
1762 554740_010    706  58.83333  Yes       0.000   No   Yes
1763 553570_020    476  39.66667  Yes   46656.000   No   Yes
1764 553166_020    988  82.33333  Yes   15920.000   No    No
1765 555244_010    725  60.41667  Yes   20648.000   No    No
1766 553055_010    756  63.00000  Yes   40498.000   No   Yes
1767 550254_010    674  56.16667   No    5760.000   No   Yes
1768 557391_010    879  73.25000   No   24960.000   No    No
1769 556352_010    703  58.58333   No   61200.000   No   Yes
1770 555545_020    721  60.08333   No    3480.000   No   Yes
1771 550686_010    701  58.41667   No   28600.000   No    No
1772 555310_010    922  76.83333   No    2500.000   No    No
1773 555545_010    721  60.08333   No    3576.000   No   Yes
1774 556073_010    780  65.00000  Yes   10968.000   No    No
1775 553890_010    656  54.66667   No   55040.000   No   Yes
1776 550254_010    674  56.16667   No    5000.000   No   Yes
1777 559315_010    636  53.00000  Yes   31200.000   No    No
1778 556154_020    656  54.66667   No  257212.000   No    No
1779 556873_010    840  70.00000  Yes  131020.000   No   Yes
1780 552633_010    735  61.25000  Yes   20000.000   No   Yes
1781 559893_010    748  62.33333  Yes    1000.000   No    No
1782 555515_010    635  52.91667   No   70512.000   No   Yes
1783 554548_010    738  61.50000  Yes   79000.000   No    No
1784 550356_010    658  54.83333  Yes   24112.000  Yes    No
1785 554724_020    817  68.08333   No   50607.954   No   Yes
1786 551203_010    683  56.91667   No   67000.000   No   Yes
1787 554448_010    776  64.66667  Yes   36600.000   No   Yes
1788 556266_010    685  57.08333  Yes   12600.000  Yes    No
1789 553482_010    688  57.33333  Yes   21048.000   No   Yes
1790 556445_010    699  58.25000  Yes   21600.000   No    No
1791 552917_010    676  56.33333   No  407606.754   No   Yes
1792 552840_010    635  52.91667   No   37181.174   No   Yes
1793 558237_010    660  55.00000  Yes   22763.401   No   Yes
1794 551505_010    895  74.58333   No    9672.000   No    No
1795 552818_010    684  57.00000   No 1015012.000   No   Yes
1796 559023_010    637  53.08333  Yes   28637.869   No    No
1797 557690_010    721  60.08333  Yes   24600.000   No    No
1798 558532_010    616  51.33333   No   60475.000   No   Yes
1799 553399_010    861  71.75000   No  209782.624   No    No
1800 555441_010    650  54.16667   No   52700.000   No   Yes
1801 558668_010    640  53.33333  Yes   78764.000   No   Yes
1802 557909_010    635  52.91667   No   51700.000   No   Yes
1803 557795_010    995  82.91667   No   15826.395   No    No
1804 559964_010    798  66.50000   No   15624.000   No    No
1805 558951_020    654  54.50000   No   91520.000  Yes    No
1806 556179_020    543  45.25000  Yes  108112.000   No   Yes
1807 559346_010    876  73.00000   No   83600.000   No   Yes
1808 557710_010   1045  87.08333   No   34674.064   No    No
1809 551746_010    624  52.00000   No   52000.000   No    No
1810 558413_020    612  51.00000   No  186600.000   No   Yes
1811 557126_020    609  50.75000   No   99472.590   No   Yes
1812 553443_020    739  61.58333  Yes   50212.000   No   Yes
1813 554517_010    684  57.00000   No       0.000   No   Yes
1814 559301_010    607  50.58333   No   42000.000   No   Yes
1815 553086_010    814  67.83333  Yes   18231.333   No    No
1816 553826_020    712  59.33333   No  175000.000   No   Yes
1817 551957_020    621  51.75000   No  114656.000   No   Yes
1818 555241_010    635  52.91667   No   14400.000   No   Yes
1819 555749_010    661  55.08333   No   10252.000   No    No
1820 554624_010   1097  91.41667  Yes   25800.000   No    No
1821 559691_010    610  50.83333   No   71000.000   No    No
1822 559839_010    638  53.16667   No  369257.048   No    No
1823 557882_010    627  52.25000   No   10000.000   No   Yes
1824 558747_010    658  54.83333  Yes   13200.000   No    No
1825 556260_020    689  57.41667   No  148060.000   No   Yes
1826 557141_010    638  53.16667  Yes   96428.000   No   Yes
1827 554203_010    658  54.83333   No  191000.000   No   Yes
1828 557219_010    630  52.50000   No   82020.000   No   Yes
1829 557198_010    671  55.91667   No  133000.000   No   Yes
1830 556240_020    618  51.50000   No   15160.000   No   Yes
1831 550554_010    624  52.00000   No   72600.000   No   Yes
1832 551057_010    924  77.00000   No   15048.000  Yes    No
1833 551450_010    682  56.83333   No  340000.000   No    No
1834 553294_020    523  43.58333  Yes   54652.000   No    No
1835 556869_010    886  73.83333  Yes   70060.000   No    No
1836 559861_020    667  55.58333   No  223349.581   No   Yes
1837 556138_010    713  59.41667   No    8000.000  Yes   Yes
1838 552828_010    636  53.00000   No  303916.197   No   Yes
1839 550873_010    624  52.00000  Yes  123320.000   No   Yes
1840 554238_020    909  75.75000   No   62412.000   No    No
1841 552482_010    756  63.00000   No   51253.000   No   Yes
1842 559963_010    656  54.66667  Yes  124589.000   No   Yes
1843 556288_020    891  74.25000   No  308584.288   No   Yes
1844 555336_010    791  65.91667   No   35000.000   No   Yes
1845 551450_010    682  56.83333   No  344000.000   No    No
1846 553435_010    911  75.91667   No   27450.000   No   Yes
1847 551723_010    778  64.83333   No   27140.000   No   Yes
1848 551238_010    646  53.83333   No   72872.000   No   Yes
1849 559968_010    650  54.16667   No  115000.000   No   Yes
1850 552228_020    654  54.50000   No   12000.000   No   Yes
1851 557198_010    671  55.91667   No  132036.000   No   Yes
1852 559301_020    527  43.91667   No   42000.000   No   Yes
1853 551483_010    797  66.41667  Yes   12000.000   No    No
1854 559387_010    646  53.83333  Yes   33204.000   No   Yes
1855 558602_020    767  63.91667  Yes   53384.000   No   Yes
1856 550524_010    838  69.83333   No   51700.000   No   Yes
1857 558069_010    810  67.50000   No   30000.000  Yes   Yes
1858 557754_010    778  64.83333  Yes   18895.000  Yes   Yes
1859 558266_010    680  56.66667   No   45000.000   No   Yes
1860 556545_010    631  52.58333   No    3900.000   No   Yes
1861 558309_010    988  82.33333   No   12420.000   No   Yes
1862 554667_010    627  52.25000   No  236000.000   No    No
1863 558268_010    629  52.41667   No   31200.000   No   Yes
1864 558693_010    630  52.50000  Yes   72000.000   No   Yes
1865 553248_010    828  69.00000   No   65000.000   No    No
1866 557721_020    647  53.91667   No   60400.000   No    No
1867 557131_020    836  69.66667  Yes  112500.000   No   Yes
1868 550063_010    631  52.58333   No   33800.000   No   Yes
1869 550759_010    830  69.16667   No   17650.000   No   Yes
1870 552050_010    684  57.00000  Yes   17412.000   No    No
1871 555216_020    842  70.16667  Yes   44485.048   No   Yes
1872 555785_020    499  41.58333   No   30600.000   No    No
1873 552812_020    654  54.50000  Yes  153404.000   No   Yes
1874 557842_010    632  52.66667  Yes   30000.000   No    No
1875 559329_020    545  45.41667   No  188000.000   No   Yes
1876 552231_020    650  54.16667   No  102000.000   No   Yes
1877 554690_020    596  49.66667   No  120000.000   No   Yes
1878 556549_010    868  72.33333  Yes   13368.000   No    No
1879 559649_010    722  60.16667   No   53400.000   No   Yes
1880 559793_010    654  54.50000   No   98030.000   No    No
1881 554129_020   1081  90.08333   No   96351.675   No   Yes
1882 550904_020    564  47.00000   No  455562.777   No   Yes
1883 553241_020    564  47.00000   No  106000.000   No   Yes
1884 552949_010    648  54.00000   No  134000.000   No    No
1885 552100_010    758  63.16667   No  177000.000   No   Yes
1886 558837_020    808  67.33333   No       0.000   No   Yes
1887 556477_010    638  53.16667  Yes   13070.612   No   Yes
1888 558082_010    989  82.41667   No   15600.000   No    No
1889 554250_010    927  77.25000   No  110300.000   No   Yes
1890 551110_010    824  68.66667   No   13860.000   No    No
1891 557721_020    643  53.58333   No   60200.000   No    No
1892 557407_010    639  53.25000  Yes   43270.000  Yes    No
1893 553424_010    636  53.00000  Yes   51682.000  Yes   Yes
1894 558284_010    972  81.00000  Yes   35944.967   No    No
1895 557253_010    892  74.33333  Yes   30600.000   No   Yes
1896 558991_010    626  52.16667   No   40100.000   No    No
1897 557126_020    609  50.75000   No   99472.590   No   Yes
1898 556509_010    960  80.00000  Yes   15500.000   No   Yes
1899 559227_020    605  50.41667   No  102680.000   No   Yes
1900 559484_020    634  52.83333   No  126000.000   No   Yes
1901 558004_010    637  53.08333   No  102000.000   No   Yes
1902 550904_020    566  47.16667   No  430400.000   No   Yes
1903 551024_010    951  79.25000  Yes   18400.000   No   Yes
1904 550783_010   1016  84.66667   No   20880.000   No    No
1905 559691_010    607  50.58333   No   70800.000   No    No
1906 552745_010    635  52.91667   No   84012.000   No    No
1907 557785_020    627  52.25000   No  180112.000   No    No
1908 556126_010    616  51.33333   No   22217.000   No   Yes
1909 559786_020    633  52.75000  Yes   41208.000   No    No
1910 558380_010    758  63.16667   No    4688.000   No    No
1911 554256_020    669  55.75000   No   14040.000   No    No
1912 559470_010    740  61.66667   No   17328.000   No   Yes
1913 557775_010    641  53.41667   No   58469.605   No   Yes
1914 554314_010    669  55.75000   No   70000.000   No   Yes
1915 559762_010    656  54.66667   No   73640.000   No   Yes
1916 553267_010    856  71.33333   No       0.000   No   Yes
1917 552156_010    783  65.25000   No   27140.000   No   Yes
1918 551286_020    811  67.58333   No   65600.000   No   Yes
1919 558927_010    652  54.33333   No   70000.000   No   Yes
1920 557003_010    676  56.33333   No    6260.000   No   Yes
1921 556433_010    670  55.83333   No       0.000   No    No
1922 550347_020    601  50.08333   No  205002.000   No   Yes
1923 557385_020    771  64.25000   No   31850.000   No   Yes
1924 555911_010    617  51.41667   No   17796.000   No   Yes
1925 558541_010    833  69.41667   No   27450.000   No    No
1926 557484_020    653  54.41667   No  229120.000   No    No
1927 557461_020    619  51.58333  Yes  407606.754   No   Yes
1928 552048_010    955  79.58333   No    1000.000   No   Yes
1929 557223_010    841  70.08333  Yes   30332.902   No   Yes
1930 557034_010    823  68.58333   No    3000.000   No    No
1931 550794_020    662  55.16667  Yes  122036.000   No   Yes
1932 556433_010    670  55.83333   No       0.000   No    No
1933 552872_020    774  64.50000   No  485600.000   No   Yes
1934 556654_010    613  51.08333   No   40000.000   No   Yes
1935 551514_010    656  54.66667   No   13608.000   No   Yes
1936 551761_010    823  68.58333   No   31080.000   No   Yes
1937 553948_020    803  66.91667  Yes  117228.000   No   Yes
1938 552690_010    726  60.50000  Yes   15252.000   No    No
1939 554939_010    708  59.00000   No   38220.000   No   Yes
1940 555311_020    566  47.16667   No  510720.000   No    No
1941 557425_010    656  54.66667   No   40632.000   No   Yes
1942 553393_010    630  52.50000   No    6800.000   No    No
1943 558315_020    687  57.25000   No  190420.000   No    No
1944 551305_010    649  54.08333   No  198000.000   No   Yes
1945 559905_010    611  50.91667   No    3959.941   No    No
1946 558826_010    883  73.58333  Yes   18231.333   No    No
1947 550790_020    567  47.25000   No  430400.000   No   Yes
1948 552025_010    619  51.58333   No  117000.000   No   Yes
1949 554195_010    722  60.16667   No   50607.954   No    No
1950 554628_010    647  53.91667   No   13806.325   No    No
1951 559806_010    773  64.41667   No   55000.000   No    No
1952 551564_010    655  54.58333   No   29700.000   No   Yes
1953 554069_020    722  60.16667   No   13097.695   No    No
1954 551767_010    643  53.58333  Yes   37836.000   No    No
1955 556484_010    685  57.08333  Yes   60000.000   No   Yes
1956 556367_010    666  55.50000   No   17952.000   No    No
1957 556141_020    891  74.25000  Yes   75700.000   No    No
1958 553715_010    740  61.66667  Yes    2000.000   No    No
1959 551261_010    651  54.25000   No   28000.000   No    No
1960 555872_010    677  56.41667   No   70000.000   No   Yes
1961 555473_010    768  64.00000   No    3600.000   No   Yes
1962 552548_010    780  65.00000   No   83600.000   No   Yes
1963 551057_010    925  77.08333   No   14796.000  Yes    No
1964 554427_020    595  49.58333   No  199200.000   No   Yes
1965 557386_010   1066  88.83333   No   12492.000   No   Yes
1966 559512_010   1200 100.00000   No   18108.000  Yes   Yes
1967 555311_010    617  51.41667   No  486747.804   No    No
1968 550822_010    658  54.83333  Yes   71240.000  Yes   Yes
1969 554831_010    845  70.41667   No   72000.000   No   Yes
1970 558926_010    676  56.33333   No  120864.000   No    No
1971 559512_010   1093  91.08333   No   18300.000  Yes   Yes
1972 550278_010    816  68.00000  Yes   21760.000   No    No
1973 556545_010    631  52.58333   No    4000.000   No   Yes
1974 553206_010    656  54.66667  Yes    3240.000   No   Yes
1975 559704_010    730  60.83333   No   24960.000   No    No
1976 557721_020    643  53.58333   No   60276.000   No    No
1977 553393_010    630  52.50000   No    7000.000   No    No
1978 551514_010    656  54.66667   No   13416.000   No   Yes
1979 553826_020    701  58.41667   No  175000.000   No   Yes
1980 550295_010    627  52.25000  Yes   25308.000   No   Yes
1981 551026_010    939  78.25000   No   15600.000   No   Yes
1982 556114_010    633  52.75000   No  238400.000   No    No
1983 553755_010    926  77.16667  Yes   94400.000   No   Yes
1984 557876_010    865  72.08333   No   12660.000   No   Yes
1985 552468_010    768  64.00000  Yes  124589.000   No    No
1986 557721_010    642  53.50000   No   60340.000   No    No
1987 558131_010    670  55.83333   No  168400.000   No   Yes
1988 559157_010    852  71.00000   No   10197.776   No   Yes
1989 557093_010    747  62.25000  Yes   80280.000   No   Yes
1990 558266_010    680  56.66667   No   44600.000   No   Yes
1991 554917_010    794  66.16667   No    2760.000   No    No
1992 558131_020    676  56.33333  Yes  168000.000   No   Yes
1993 555245_010    635  52.91667   No    1980.000   No    No
1994 554345_020    605  50.41667   No  178080.000   No   Yes
1995 558626_020    564  47.00000   No   80724.000   No   Yes
1996 557773_010    679  56.58333   No   52000.000   No    No
1997 557038_010    820  68.33333   No  110300.000   No   Yes
1998 551087_010    704  58.66667   No    3600.000   No    No
1999 555050_010    636  53.00000  Yes   38000.000   No    No
2000 550845_010    646  53.83333   No   53428.000   No    No
2001 550418_010    638  53.16667   No    2700.000   No   Yes
2002 553327_010    622  51.83333  Yes   12728.443   No   Yes
2003 555053_010    972  81.00000   No   25249.061   No   Yes
2004 552053_010    685  57.08333   No  155000.000   No   Yes
2005 552812_020    655  54.58333   No  154000.000   No   Yes
2006 557030_010    990  82.50000   No       0.000  Yes    No
2007 557673_010    773  64.41667   No   47400.000   No   Yes
2008 551225_010    662  55.16667  Yes   33484.000   No    No
2009 550143_010    912  76.00000   No   45421.000   No   Yes
2010 554354_010    729  60.75000   No  186600.000   No    No
2011 557073_020    784  65.33333   No    2149.000   No   Yes
2012 551744_020    680  56.66667   No  194000.000   No    No
2013 557223_010    887  73.91667  Yes   30500.000   No   Yes
2014 558809_010    664  55.33333   No   92760.000   No   Yes
2015 554578_020    651  54.25000   No  175012.000   No    No
2016 554578_010    666  55.50000   No  175012.000   No    No
2017 551783_010    791  65.91667  Yes  165000.000   No   Yes
2018 556411_010    615  51.25000   No  281000.000   No   Yes
2019 550317_010    620  51.66667   No   70177.547   No   Yes
2020 559586_010    664  55.33333   No  129667.915   No   Yes
2021 556668_020    891  74.25000  Yes   24000.000   No   Yes
2022 552776_010    638  53.16667   No   12782.635   No   Yes
2023 559579_020    612  51.00000   No  192120.000   No   Yes
2024 550105_010    860  71.66667  Yes   44302.496   No   Yes
2025 552223_010    658  54.83333  Yes  779800.000   No   Yes
2026 558974_010    669  55.75000   No   94204.000   No   Yes
2027 555805_010    674  56.16667   No  248463.477   No   Yes
2028 554312_020    677  56.41667  Yes   51384.000   No    No
2029 555780_010    821  68.41667   No   88800.000   No   Yes
2030 555053_020    925  77.08333  Yes   25200.000   No    No
2031 550356_010    656  54.66667  Yes   24112.000  Yes    No
2032 550164_020    782  65.16667   No  484000.000   No   Yes
2033 559660_010    746  62.16667   No    8662.000  Yes    No
2034 559477_020    382  31.83333   No   31000.000   No    No
2035 553121_010    677  56.41667   No    6960.000   No   Yes
2036 553815_020    382  31.83333   No  171520.000   No   Yes
2037 557924_010    649  54.08333  Yes  117000.000  Yes   Yes
2038 554146_010    752  62.66667   No   44485.048   No   Yes
2039 554121_010    704  58.66667   No    2000.000   No    No
2040 556475_010    860  71.66667   No   66040.000   No   Yes
2041 550918_010    729  60.75000   No   22256.400   No    No
2042 559758_010    810  67.50000  Yes   34674.064   No    No
2043 550240_020    844  70.33333  Yes   47960.000   No    No
2044 556698_010    671  55.91667   No  160040.000   No    No
2045 553262_010    632  52.66667   No   18000.000   No    No
2046 557680_010    812  67.66667   No   46000.000   No   Yes
2047 559425_020    635  52.91667   No   87680.000   No   Yes
2048 557063_020    627  52.25000  Yes  129600.000   No   Yes
2049 551207_010    639  53.25000  Yes    4848.000   No   Yes
2050 558859_010    650  54.16667   No   75280.000   No   Yes
2051 550228_010    773  64.41667   No   15624.000   No   Yes
2052 554069_010    804  67.00000   No   13070.612   No   Yes
2053 557842_010    635  52.91667  Yes   30000.000   No    No
2054 559283_010    636  53.00000   No   52600.000   No   Yes
2055 554255_010    675  56.25000   No   15480.000   No    No
2056 555891_020    667  55.58333  Yes   18000.000   No   Yes
2057 559806_020    601  50.08333   No   55212.000   No    No
2058 555171_010    949  79.08333   No   12372.000   No   Yes
2059 556533_020    503  41.91667   No   79000.000   No    No
2060 558185_010    660  55.00000  Yes   20100.000   No   Yes
2061 557152_010    648  54.00000   No   83204.000   No    No
2062 557966_010    653  54.41667   No  130000.000   No   Yes
2063 552638_020    531  44.25000   No  136656.000   No   Yes
2064 551316_010    669  55.75000  Yes    8000.000   No    No
2065 556857_010    617  51.41667   No   10344.000   No    No
2066 559912_020    683  56.91667   No  133000.000   No   Yes
2067 554363_010    672  56.00000   No   67500.000   No    No
2068 558693_020    647  53.91667  Yes   72000.000   No   Yes
2069 552648_010    771  64.25000   No   15948.000   No   Yes
2070 559752_010    837  69.75000   No   45600.000   No   Yes
2071 552906_010    619  51.58333  Yes   49100.000   No   Yes
2072 559186_020    567  47.25000   No  130000.000   No   Yes
2073 553623_010    711  59.25000   No   85449.191   No    No
2074 555853_010    868  72.33333   No   10476.000   No    No
2075 551957_020    621  51.75000   No  114656.000   No   Yes
2076 554517_010    684  57.00000   No       0.000   No   Yes
2077 554832_010    738  61.50000  Yes   13208.000   No   Yes
2078 555053_010   1012  84.33333   No   25260.000   No   Yes
2079 553180_010   1053  87.75000   No   26400.000   No    No
2080 557510_020    566  47.16667   No   88612.000   No    No
2081 554075_010    779  64.91667   No       0.000   No    No
2082 559814_010    667  55.58333   No  223000.000   No   Yes
2083 557544_020    602  50.16667   No   87010.000   No   Yes
2084 556976_020    573  47.75000   No  178528.000   No   Yes
2085 553738_010    924  77.00000   No   22636.000   No    No
2086 551459_010    745  62.08333  Yes   80800.000   No   Yes
2087 559653_010    823  68.58333   No   31963.035   No   Yes
2088 559921_010    644  53.66667   No   12420.000   No    No
2089 551833_010    637  53.08333   No   83600.000   No   Yes
2090 557667_010    661  55.08333  Yes    6457.206   No   Yes
2091 551080_020    837  69.75000   No   50000.000   No   Yes
2092 556224_010    812  67.66667   No   90000.000   No   Yes
2093 556271_010    749  62.41667  Yes   13200.000   No    No
2094 554789_010    788  65.66667  Yes  148320.000   No   Yes
2095 550964_020    674  56.16667   No  637040.695   No   Yes
2096 554724_020    816  68.00000   No   50761.000   No   Yes
2097 556994_010    677  56.41667  Yes  175000.000   No    No
2098 554445_010    891  74.25000  Yes   18300.000   No   Yes
2099 555653_010    624  52.00000   No  120001.000   No   Yes
2100 555037_020    418  34.83333   No   72000.000   No   Yes
2101 558015_010    775  64.58333   No  380300.000  Yes   Yes
2102 557470_020    674  56.16667   No  233000.000   No   Yes
2103 559369_010    833  69.41667   No   14400.000  Yes   Yes
2104 556144_020    763  63.58333   No  148320.000   No   Yes
2105 554345_010    605  50.41667   No  178528.000   No   Yes
2106 553921_010   1093  91.08333   No   10000.000   No    No
2107 556766_010    605  50.41667   No   60000.000   No   Yes
2108 550385_010    774  64.50000   No   28266.534   No    No
2109 552779_010   1100  91.66667   No    6648.000   No   Yes
2110 554392_010    784  65.33333  Yes   49400.000   No   Yes
2111 557885_020    650  54.16667  Yes  102784.980   No   Yes
2112 557349_020    597  49.75000   No  110000.000   No   Yes
2113 559470_010    791  65.91667   No   17412.000   No   Yes
2114 557048_020    586  48.83333   No  131016.000   No    No
2115 551214_010    797  66.41667  Yes       0.000   No   Yes
2116 552578_020    657  54.75000   No  127522.562   No   Yes
2117 553167_020    618  51.50000  Yes   87000.000   No   Yes
2118 558617_010    691  57.58333  Yes   68000.000   No   Yes
2119 554314_010    669  55.75000   No   70012.000   No   Yes
2120 555706_020    653  54.41667   No  130252.000   No   Yes
2121 550295_010    627  52.25000  Yes   25304.000   No   Yes
2122 550967_020    767  63.91667  Yes   85000.000   No    No
2123 550962_010    642  53.50000   No   47000.000   No   Yes
2124 559144_010   1008  84.00000  Yes  208000.000   No    No
2125 555113_020    597  49.75000   No   85012.000   No   Yes
2126 558974_010    669  55.75000   No   94000.000   No   Yes
2127 559223_020    591  49.25000   No   70000.000   No   Yes
2128 552811_020    722  60.16667   No  320000.000   No   Yes
2129 551744_010    660  55.00000   No  194080.000   No   Yes
2130 556402_010    629  52.41667   No   15948.000   No    No
2131 550291_010    655  54.58333   No   18800.000   No   Yes
2132 550043_010    903  75.25000   No   27600.000   No    No
2133 554228_020    837  69.75000  Yes   17388.000   No   Yes
2134 553325_010    840  70.00000   No   14508.000   No    No
2135 551686_010    657  54.75000   No   72000.000   No    No
2136 559649_010    722  60.16667   No   53400.000   No   Yes
2137 552301_010    925  77.08333   No   12012.000   No   Yes
2138 558109_010    685  57.08333   No  238400.000   No   Yes
2139 554899_010    613  51.08333  Yes   33344.000   No   Yes
2140 550015_020    595  49.58333   No   90000.000   No   Yes
2141 550985_020    653  54.41667   No  130252.000   No   Yes
2142 558936_010    760  63.33333   No   13236.192   No   Yes
2143 553798_020    508  42.33333   No  117000.000   No   Yes
2144 551132_020    683  56.91667   No  109000.000   No   Yes
2145 554369_010    780  65.00000  Yes    6552.000  Yes   Yes
2146 559343_010    670  55.83333   No    2149.000   No   Yes
2147 553793_010    666  55.50000   No   50000.000   No   Yes
2148 553757_020    610  50.83333   No  267060.000   No   Yes
2149 557433_010    783  65.25000  Yes   20000.000   No    No
2150 555260_010    933  77.75000   No   23748.000   No    No
2151 554494_020    614  51.16667   No  139200.000   No    No
2152 558739_010    630  52.50000   No  237050.000   No   Yes
2153 554875_020    611  50.91667   No     600.000   No   Yes
2154 559270_010    626  52.16667   No       0.000   No   Yes
2155 556249_020    611  50.91667   No  707600.000   No   Yes
2156 553994_020    618  51.50000  Yes   11000.000  Yes    No
2157 556851_010    670  55.83333   No   12251.412   No   Yes
2158 550185_020    609  50.75000   No  100000.000   No   Yes
2159 555338_010    893  74.41667  Yes       0.000   No   Yes
2160 551286_020    811  67.58333   No   65982.336   No   Yes
2161 555351_010    646  53.83333   No   69278.635   No   Yes
2162 559011_010    658  54.83333   No   37079.926   No   Yes
2163 551085_010    669  55.75000   No   29040.000   No    No
2164 552629_010    941  78.41667  Yes   30600.000   No   Yes
2165 554463_010    675  56.25000   No   49240.000   No   Yes
2166 552302_010    633  52.75000  Yes       0.000   No    No
2167 553424_010    643  53.58333  Yes   51600.000   No   Yes
2168 551026_010    939  78.25000   No   15345.000   No   Yes
2169 556943_020    651  54.25000   No   14160.000   No   Yes
2170 558646_010    772  64.33333   No   20088.000   No   Yes
2171 556827_010    836  69.66667   No   16800.000   No    No
2172 550964_010    641  53.41667   No  594000.000   No   Yes
2173 552053_010    686  57.16667   No  155180.000   No   Yes
2174 559839_020    537  44.75000   No  380300.000   No    No
2175 550015_010    678  56.50000   No   90000.000   No   Yes
2176 555331_020    556  46.33333   No  145000.000   No   Yes
2177 553935_010    836  69.66667   No   19200.000   No    No
2178 553995_010    748  62.33333   No   40012.000   No   Yes
2179 557795_010    995  82.91667   No   16000.000   No    No
2180 556779_020    613  51.08333   No  121200.000   No   Yes
2181 550522_010    674  56.16667   No    1000.000   No    No
2182 555441_010    649  54.08333   No   52700.000   No   Yes
2183 551737_020    622  51.83333   No  194000.000   No   Yes
2184 558652_020    611  50.91667   No  103000.000   No    No
2185 555653_020    622  51.83333   No  120000.000   No   Yes
2186 554163_010    678  56.50000   No  332600.000   No   Yes
2187 551031_010    645  53.75000   No   31963.035   No   Yes
2188 559300_010    680  56.66667   No  353005.511   No   Yes
2189 559734_010    663  55.25000   No  109120.000   No    No
2190 557908_010    680  56.66667   No   23808.000   No    No
2191 557529_020    539  44.91667   No  120000.000   No   Yes
2192 557784_010    657  54.75000  Yes   23748.000   No   Yes
2193 556920_010    621  51.75000   No  134188.000   No   Yes
2194 556936_010    745  62.08333  Yes  100480.000   No    No
2195 557559_020    809  67.41667   No  135000.000   No   Yes
2196 559440_010    662  55.16667   No  121200.000   No   Yes
2197 559990_010    652  54.33333   No   49800.000   No   Yes
2198 551228_010    684  57.00000  Yes   22776.000   No   Yes
2199 552383_010    849  70.75000  Yes       0.000   No   Yes
2200 559132_010    714  59.50000   No  228533.430   No   Yes
2201 554655_010    642  53.50000  Yes   15000.000   No   Yes
2202 557898_010    663  55.25000  Yes   42200.000   No    No
2203 551686_020    638  53.16667   No   72201.000   No   Yes
2204 556586_010    829  69.08333   No   93480.000   No   Yes
2205 557571_010    818  68.16667  Yes   22800.000  Yes    No
2206 552499_020    746  62.16667   No    9000.000   No    No
2207 559593_010    614  51.16667   No  147000.000   No   Yes
2208 552019_010    623  51.91667   No  250080.000   No   Yes
2209 556431_010    620  51.66667   No  118000.000   No   Yes
2210 559653_010    773  64.41667   No   31800.000   No   Yes
2211 559199_020    559  46.58333   No   34610.000   No   Yes
2212 558938_010    645  53.75000  Yes   45240.000   No    No
2213 552238_010    673  56.08333   No    2500.000   No   Yes
2214 551108_020    622  51.83333   No  119008.000   No    No
2215 555071_010    612  51.00000   No  124589.000  Yes   Yes
2216 557647_010    644  53.66667  Yes   18300.000   No    No
2217 555925_010    850  70.83333   No   45500.000   No   Yes
2218 555511_010    606  50.50000   No   40000.000   No   Yes
2219 553826_010    725  60.41667   No  175000.000   No   Yes
2220 551735_010    622  51.83333   No  276400.000   No   Yes
2221 559234_020    683  56.91667   No  137000.000   No   Yes
2222 558703_010    641  53.41667  Yes   17964.000   No   Yes
2223 553522_010    672  56.00000   No  140200.000   No   Yes
2224 556976_010    628  52.33333   No  178528.000   No   Yes
2225 550551_010    649  54.08333   No   73510.000   No    No
2226 559272_010    623  51.91667   No   19650.320   No    No
2227 552332_020    769  64.08333  Yes  122000.000   No   Yes
2228 555331_020    554  46.16667   No  145400.000   No   Yes
2229 557617_010    780  65.00000  Yes   73848.000   No   Yes
2230 559963_010    657  54.75000  Yes  124517.822   No   Yes
2231 556390_010    632  52.66667   No   12000.000   No   Yes
2232 555944_010    687  57.25000   No  190420.000   No   Yes
2233 553139_020    624  52.00000   No   50000.000   No   Yes
2234 556456_010    631  52.58333   No   44600.000   No   Yes
2235 556431_020    626  52.16667  Yes  118000.000   No    No
2236 552177_010    652  54.33333   No   82150.000   No   Yes
2237 552646_010    626  52.16667   No  129667.915   No    No
2238 553552_010    914  76.16667   No    6480.000   No    No
2239 550181_010    666  55.50000   No   55000.000   No    No
2240 553413_010    768  64.00000   No   87010.000   No    No
2241 558511_020    610  50.83333  Yes   47484.000   No    No
2242 551080_010    837  69.75000   No   50000.000   No   Yes
2243 550100_010    644  53.66667   No     804.000  Yes    No
2244 556717_020    636  53.00000   No  366280.000   No   Yes
2245 552448_010    902  75.16667  Yes   10707.000   No   Yes
2246 557063_020    627  52.25000  Yes  130000.000   No   Yes
2247 555716_020    673  56.08333   No   10000.000   No    No
2248 555037_010    615  51.25000   No   72201.000   No   Yes
2249 558547_020    599  49.91667   No    5040.000   No    No
2250 556413_020    670  55.83333   No  157200.000   No   Yes
2251 550569_010    661  55.08333  Yes  317000.000   No   Yes
2252 559346_010    900  75.00000   No   84012.000   No   Yes
2253 555022_010    626  52.16667  Yes   31850.000   No   Yes
2254 556646_020    721  60.08333   No  254000.000   No   Yes
2255 554591_020    586  48.83333   No  127000.000   No   Yes
2256 550822_020    660  55.00000  Yes   71240.000  Yes   Yes
2257 558671_020    945  78.75000  Yes   31235.000   No    No
2258 552748_010    760  63.33333   No   30332.902   No    No
2259 553641_010    627  52.25000   No   50212.000  Yes    No
2260 554463_010    676  56.33333   No   49100.000   No   Yes
2261 551628_010    708  59.00000  Yes       0.000   No   Yes
2262 557375_010    623  51.91667  Yes     300.000  Yes   Yes
2263 555338_020    988  82.33333   No       0.000   No   Yes
2264 557940_010    672  56.00000   No   19380.000   No   Yes
2265 555037_020    414  34.50000   No   72180.000   No   Yes
2266 555297_020    657  54.75000   No  540000.000   No   Yes
2267 557353_010    811  67.58333  Yes   10236.000   No   Yes
2268 553998_010    643  53.58333  Yes       0.000   No   Yes
2269 559001_010    834  69.50000   No    6812.000   No   Yes
2270 552306_020    607  50.58333   No  189003.000   No   Yes
2271 554420_010   1040  86.66667  Yes   14241.000   No   Yes
2272 555706_020    657  54.75000   No  130000.000   No   Yes
2273 552964_010    649  54.08333   No  107000.000   No    No
2274 556484_010    685  57.08333  Yes   60050.000   No   Yes
2275 556038_010    768  64.00000   No   71080.000   No   Yes
2276 553241_010    628  52.33333   No  106000.000   No   Yes
2277 559029_020    603  50.25000   No  152000.000   No   Yes
2278 550233_020    778  64.83333  Yes   25300.000   No   Yes
2279 550375_010    762  63.50000   No   19040.000   No   Yes
2280 550583_010    648  54.00000   No   95000.000  Yes   Yes
2281 552835_010    674  56.16667   No  172000.000   No    No
2282 557855_010    714  59.50000  Yes   32580.000   No   Yes
2283 550147_010    716  59.66667   No   30000.000   No    No
2284 551597_020    634  52.83333   No   26000.000   No    No
2285 550581_020    749  62.41667  Yes   22534.000   No   Yes
2286 554445_010    879  73.25000  Yes   18226.344   No   Yes
2287 559472_010   1066  88.83333   No   48366.581   No   Yes
2288 555663_010    682  56.83333   No   89670.804   No   Yes
2289 555216_010    855  71.25000   No   44485.048   No   Yes
2290 552454_010    716  59.66667   No   96000.000   No   Yes
2291 552633_010    735  61.25000  Yes   20000.000   No   Yes
2292 553564_020    545  45.41667  Yes   35000.000   No    No
2293 557510_010    698  58.16667  Yes   88800.000   No   Yes
2294 558330_020    816  68.00000  Yes   92856.000   No   Yes
2295 553755_010   1108  92.33333  Yes   94641.197   No   Yes
2296 557456_020    788  65.66667  Yes   25304.000   No    No
2297 557699_010    619  51.58333   No   10920.000   No    No
2298 552578_010    657  54.75000   No  128435.835   No   Yes
2299 559023_010    637  53.08333  Yes   28264.000   No    No
2300 558198_010    722  60.16667  Yes   25304.000   No    No
2301 556205_010    629  52.41667   No   49400.000   No    No
2302 559355_010    649  54.08333   No   78256.000   No    No
2303 551310_010    803  66.91667   No   80000.000   No   Yes
2304 556205_010    631  52.58333   No   49501.000   No    No
2305 556073_010    780  65.00000  Yes   11052.000   No    No
2306 551116_010    616  51.33333   No   68664.000   No   Yes
2307 556141_020    860  71.66667  Yes   75500.000   No    No
2308 551223_010    636  53.00000   No   16824.000   No   Yes
2309 553775_020    551  45.91667  Yes  101156.000   No   Yes
2310 551762_010    629  52.41667  Yes   80000.000   No   Yes
2311 552342_010    663  55.25000   No   28036.000   No   Yes
2312 558174_020    947  78.91667   No  141276.000   No   Yes
2313 559660_010    753  62.75000   No    8640.000  Yes    No
2314 558281_010   1082  90.16667  Yes   21716.000   No    No
2315 554748_010    685  57.08333   No   94796.000   No   Yes
2316 551140_010    804  67.00000   No   10200.000   No   Yes
2317 553474_020    804  67.00000   No       0.000   No   Yes
2318 554280_010    633  52.75000   No   80000.000   No    No
2319 556484_010    685  57.08333  Yes   60000.000   No   Yes
2320 555476_010    639  53.25000   No  327000.000   No   Yes
2321 557484_020    653  54.41667   No  227901.215   No    No
2322 559660_010    753  62.75000   No    8400.000  Yes    No
2323 558128_010    619  51.58333   No  237000.000   No   Yes
2324 559346_020    912  76.00000  Yes   83600.000   No   Yes
2325 551761_020    759  63.25000  Yes   31235.000   No   Yes
2326 557102_010    645  53.75000   No  243000.000   No   Yes
2327 550535_010    661  55.08333   No   25000.000   No   Yes
2328 559909_010    648  54.00000   No    2311.393   No   Yes
2329 555607_010    765  63.75000   No    1000.000   No   Yes
2330 555636_010    608  50.66667   No  218032.013   No   Yes
2331 554630_010    820  68.33333  Yes   40498.000   No   Yes
2332 559269_020    613  51.08333   No  101338.000   No   Yes
2333 551517_010    665  55.41667   No    6960.000   No    No
2334 556089_020    709  59.08333   No   25962.000   No    No
2335 558216_010    637  53.08333   No   93480.000   No   Yes
2336 552482_020    839  69.91667   No   51000.000  Yes   Yes
2337 553768_010    955  79.58333  Yes   12408.000   No   Yes
2338 551337_020    896  74.66667  Yes   31235.000  Yes   Yes
2339 556350_010    643  53.58333   No   16320.000   No   Yes
2340 555959_010    623  51.91667   No   76000.000   No   Yes
2341 559083_010    815  67.91667   No   57500.000   No   Yes
2342 558446_010    650  54.16667   No   20008.604   No   Yes
2343 558175_020    614  51.16667   No  526192.000   No   Yes
2344 552578_020    655  54.58333   No  127840.000   No   Yes
2345 557619_010    666  55.50000   No  188000.000   No   Yes
2346 557802_010    806  67.16667   No   40498.000   No   Yes
2347 553030_010    626  52.16667  Yes   46000.000   No   Yes
2348 555395_020    682  56.83333   No  404000.000   No    No
2349 554864_010    633  52.75000   No  145400.000   No   Yes
2350 559492_020    634  52.83333  Yes   73537.000   No   Yes
2351 555053_020    891  74.25000  Yes   25272.000   No    No
2352 555258_010    653  54.41667  Yes   40000.000  Yes   Yes
2353 557617_020    776  64.66667   No   73848.000   No   Yes
2354 554603_010    634  52.83333   No    1512.000   No    No
2355 557791_010    622  51.83333  Yes  100000.000   No   Yes
2356 552332_010    721  60.08333  Yes  122600.000   No   Yes
2357 550653_010    976  81.33333   No    4848.000   No    No
2358 555050_010    636  53.00000  Yes   37896.000   No    No
2359 556276_020    625  52.08333   No   93003.000   No   Yes
2360 550626_010    802  66.83333  Yes   85000.000   No    No
2361 556384_010    792  66.00000  Yes   10703.000   No   Yes
2362 557351_010    838  69.83333   No  106500.000   No    No
2363 559877_020    559  46.58333   No    5500.000   No   Yes
2364 555721_010    665  55.41667   No   98000.000   No   Yes
2365 550637_020    627  52.25000   No  430400.000   No   Yes
2366 554369_010    780  65.00000  Yes    6840.000  Yes   Yes
2367 559842_010    629  52.41667  Yes  250000.000   No   Yes
2368 554933_010    670  55.83333   No   11870.463   No   Yes
2369 555578_010    802  66.83333   No   14200.000   No   Yes
2370 550830_010    680  56.66667  Yes  100000.000   No    No
2371 557751_010    699  58.25000   No   93200.000   No   Yes
2372 559734_020    603  50.25000  Yes  108400.000   No   Yes
2373 550041_020    615  51.25000  Yes  711600.000   No   Yes
2374 551547_010    826  68.83333   No   66040.000   No   Yes
2375 551046_010    939  78.25000  Yes   16416.000   No   Yes
2376 551646_010    679  56.58333   No   51311.000   No   Yes
2377 554961_010    652  54.33333   No   64800.000   No    No
2378 555192_010   1060  88.33333   No   19716.000   No   Yes
2379 550041_010    614  51.16667  Yes  699684.000   No   Yes
2380 559722_010    636  53.00000   No  318283.858   No   Yes
2381 554845_020    812  67.66667   No   95824.000   No   Yes
2382 559425_020    643  53.58333   No   87706.076   No   Yes
2383 558765_010    749  62.41667  Yes   16869.661   No    No
2384 554752_010    675  56.25000   No  281000.000   No    No
2385 553262_010    632  52.66667   No   17964.000   No    No
2386 557788_010    935  77.91667   No       0.000   No    No
2387 556758_010    645  53.75000   No   40000.000   No   Yes
2388 557180_020    589  49.08333   No  276570.000   No   Yes
2389 555439_010    620  51.66667   No  160644.000   No   Yes
2390 557417_010    805  67.08333   No       0.000   No   Yes
2391 553757_020    611  50.91667   No  268500.000   No   Yes
2392 557518_010    698  58.16667   No  124800.000   No   Yes
2393 558062_010    714  59.50000  Yes   52550.000   No   Yes
2394 554864_020    634  52.83333   No  144600.000   No   Yes
2395 554717_010    663  55.25000   No    2424.000   No   Yes
2396 558398_010    647  53.91667   No    1000.000  Yes   Yes
2397 558055_010    940  78.33333   No   25832.000   No    No
2398 554789_020    823  68.58333  Yes  149080.000   No   Yes
2399 556921_010    876  73.00000   No   28600.000   No    No
2400 551744_010    665  55.41667   No  194080.000   No   Yes
2401 550685_010    661  55.08333  Yes   34000.000   No   Yes
2402 555232_010    886  73.83333  Yes   13416.000   No   Yes
2403 551645_010    912  76.00000  Yes   22256.400   No   Yes
2404 557538_020    668  55.66667   No    4772.000   No   Yes
2405 553778_010    783  65.25000   No  126000.000   No   Yes
2406 557223_020    773  64.41667   No   30300.000   No   Yes
2407 552490_010    887  73.91667   No    5000.000   No    No
2408 551064_010    679  56.58333   No   56800.000   No   Yes
2409 550862_020    764  63.66667   No   27300.000   No   Yes
2410 557725_010    685  57.08333   No  101400.000   No   Yes
2411 557131_010    769  64.08333   No  112500.000   No   Yes
2412 559300_010    680  56.66667   No  347933.333   No   Yes
2413 559968_010    650  54.16667   No  114820.000   No   Yes
2414 550270_010    633  52.75000   No   30174.637   No   Yes
2415 559565_010    897  74.75000   No   43760.000  Yes    No
2416 550851_020    569  47.41667   No      60.000   No   Yes
2417 551372_010    677  56.41667   No   16988.000   No   Yes
2418 554951_010    650  54.16667   No   34610.000   No   Yes
2419 550404_010    684  57.00000   No   50551.154   No    No
2420 558313_010    770  64.16667   No  236000.000   No   Yes
2421 553994_010    617  51.41667  Yes   10920.000  Yes    No
2422 554789_020    831  69.25000  Yes  149080.000   No   Yes
2423 557557_010    646  53.83333   No   35944.967   No   Yes
2424 551973_010    682  56.83333  Yes   43200.000   No   Yes
2425 550524_010    892  74.33333   No   51682.000   No   Yes
2426 554488_020    665  55.41667   No  210364.000   No   Yes
2427 553970_020    543  45.25000   No   75000.000   No   Yes
2428 559857_010    666  55.50000   No  250800.000   No   Yes
2429 557723_010    736  61.33333   No     336.000   No   Yes
2430 553505_020    570  47.50000   No  243000.000   No   Yes
2431 559470_020    798  66.50000  Yes   17380.000   No   Yes
2432 552677_010    699  58.25000   No  560500.000   No   Yes
2433 551878_020    651  54.25000   No   44328.000   No   Yes
2434 558321_010    633  52.75000   No   26484.000   No   Yes
2435 551346_010    713  59.41667   No       0.000   No   Yes
2436 554789_010    758  63.16667   No  148320.000   No   Yes
2437 555171_010    948  79.00000   No   12420.000   No   Yes
2438 552529_020    660  55.00000   No  134600.000   No   Yes
2439 555138_010    654  54.50000   No  265075.000   No   Yes
2440 556225_020    506  42.16667   No   62000.000   No   Yes
2441 551808_010    896  74.66667   No   19332.000   No   Yes
2442 550458_020    674  56.16667   No  343280.000   No   Yes
2443 557125_010    697  58.08333  Yes   40000.000   No   Yes
2444 551228_010    684  57.00000  Yes   23004.000   No   Yes
2445 551030_010    654  54.50000  Yes   13128.000   No   Yes
2446 550490_010    607  50.58333   No   41688.000   No   Yes
2447 554764_010    701  58.41667  Yes  100480.000   No   Yes
2448 558517_010    632  52.66667   No  116500.000   No   Yes
2449 552499_010    888  74.00000   No    8880.000   No   Yes
2450 550310_010    814  67.83333  Yes   34000.000   No   Yes
2451 559622_010   1148  95.66667   No   17736.000   No    No
2452 556223_020    782  65.16667  Yes  135840.000   No   Yes
2453 559133_010    989  82.41667   No   22752.000   No    No
2454 553721_010    662  55.16667  Yes   37705.568   No    No
2455 557151_010    964  80.33333   No   43760.000   No    No
2456 559343_010    670  55.83333   No    2000.000   No   Yes
2457 556077_020    766  63.83333   No  140200.000   No    No
2458 558158_010    686  57.16667   No   50000.000   No   Yes
2459 550560_020    797  66.41667   No  106500.000   No   Yes
2460 555085_010    681  56.75000   No       0.000   No    No
2461 554687_010    643  53.58333   No  142600.000   No   Yes
2462 557226_010    935  77.91667   No   17664.000   No    No
2463 559287_020    796  66.33333   No   96267.615   No   Yes
2464 553771_010    657  54.75000  Yes   12348.000   No   Yes
2465 559887_010    649  54.08333   No    3604.000   No   Yes
2466 557025_020    745  62.08333   No   92000.000   No   Yes
2467 551461_020    633  52.75000   No   76000.000   No    No
2468 559741_010    752  62.66667   No    2500.000   No   Yes
2469 554686_010    658  54.83333   No  262500.000   No   Yes
2470 559646_010    647  53.91667   No   23130.617   No    No
2471 557476_010    629  52.41667  Yes  114000.000   No   Yes
2472 552554_020    588  49.00000  Yes  216000.000   No   Yes
2473 555262_020    657  54.75000   No  253820.000   No   Yes
2474 559121_010    681  56.75000  Yes    5860.000  Yes   Yes
2475 551845_010    837  69.75000  Yes   40000.000   No   Yes
2476 557721_010    642  53.50000   No   60200.000   No    No
2477 555294_010    641  53.41667   No   21936.000   No    No
2478 556111_010    667  55.58333   No  560500.000   No   Yes
2479 556985_010    640  53.33333   No  476000.000   No    No
2480 553670_010    627  52.25000   No 1800012.000   No    No
2481 556008_020    565  47.08333  Yes  211696.111   No   Yes
2482 553623_020    709  59.08333   No   85449.191   No   Yes
2483 553211_010    883  73.58333   No   21200.000  Yes    No
2484 557111_020    962  80.16667  Yes   38220.000   No    No
2485 552163_010    813  67.75000  Yes   31850.000   No    No
2486 558366_010    678  56.50000   No  152000.000   No   Yes
2487 556720_020   1014  84.50000   No   73640.000   No    No
2488 552383_010    849  70.75000  Yes       0.000   No   Yes
2489 557351_010    835  69.58333   No  108040.000   No   Yes
2490 554717_010    663  55.25000   No    2500.000   No   Yes
2491 558355_010    833  69.41667   No    7500.000   No    No
2492 554773_010    750  62.50000   No   60050.000   No    No
2493 556758_010    646  53.83333   No   40000.000   No   Yes
2494 556846_010    681  56.75000   No  770537.149   No   Yes
2495 555479_010    662  55.16667   No   75012.000   No   Yes
2496 556646_010    830  69.16667   No  253820.000   No   Yes
2497 552908_010    658  54.83333  Yes   67600.000   No    No
2498 558748_010    635  52.91667  Yes   33603.498   No   Yes
2499 559984_010    907  75.58333   No   15480.000   No    No
2500 559190_010    674  56.16667   No  144600.000   No    No
2501 557642_010    678  56.50000   No   66876.000   No   Yes
2502 555113_010    680  56.66667  Yes   84600.000   No   Yes
2503 554387_020    607  50.58333   No  220099.546   No   Yes
2504 557034_010    825  68.75000   No    2700.000   No    No
2505 556121_010    661  55.08333  Yes    9779.466   No    No
2506 552693_010    660  55.00000  Yes   29544.000   No    No
2507 558004_020    660  55.00000   No  102000.000   No   Yes
2508 551140_010    812  67.66667   No   10252.000   No   Yes
2509 555946_010    772  64.33333   No       0.000   No    No
2510 556845_010    656  54.66667   No  120000.000   No   Yes
2511 558935_010    794  66.16667   No    8319.000   No   Yes
2512 553948_010    781  65.08333  Yes  117228.000  Yes    No
2513 551664_010    896  74.66667  Yes   66000.000   No   Yes
2514 551781_010    670  55.83333   No   16800.000   No   Yes
2515 552745_020    635  52.91667   No   84124.000   No   Yes
2516 556344_010    610  50.83333   No  262500.000   No   Yes
2517 550967_010    767  63.91667   No   85000.000   No    No
2518 552104_010    616  51.33333   No   19200.000   No   Yes
2519 555648_010    658  54.83333   No   40000.000   No   Yes
2520 555087_010    617  51.41667   No    8940.000   No    No
2521 558568_020    862  71.83333  Yes   52000.000   No    No
2522 555710_010    626  52.16667   No   27600.000   No   Yes
2523 554490_010    694  57.83333   No 1800012.000   No   Yes
2524 553167_020    606  50.50000  Yes   87096.000   No   Yes
2525 553611_010    914  76.16667  Yes   19332.000  Yes   Yes
2526 552919_010    689  57.41667   No   31460.000   No   Yes
2527 559069_020    694  57.83333   No  189003.000   No    No
2528 554845_010    809  67.41667  Yes   96004.000   No   Yes
2529 559220_010    626  52.16667   No  476000.000   No   Yes
2530 552179_010    626  52.16667   No   35000.000   No   Yes
2531 555721_020    570  47.50000   No   99200.000   No   Yes
2532 554171_020    691  57.58333   No   15160.000   No   Yes
2533 553448_010    741  61.75000  Yes   13236.192   No   Yes
2534 551553_010    805  67.08333   No   47131.499   No    No
2535 558639_020    598  49.83333   No  990200.000   No   Yes
2536 550310_010    814  67.83333  Yes   34080.000   No   Yes
2537 551651_010    640  53.33333   No   10000.000   No   Yes
2538 556907_020    912  76.00000  Yes  124000.000   No    No
2539 555922_010    900  75.00000  Yes   21390.000   No   Yes
2540 554117_020    633  52.75000   No   84600.000   No   Yes
2541 550985_020    654  54.50000   No  130005.000   No    No
2542 554630_010    819  68.25000  Yes   41188.000   No   Yes
2543 550119_010    903  75.25000   No   33800.000   No   Yes
2544 555929_010    670  55.83333   No   42010.000   No    No
2545 559023_010    637  53.08333  Yes   28800.000   No    No
2546 556291_010    697  58.08333   No   80000.000   No    No
2547 558344_010    649  54.08333  Yes   75563.157   No   Yes
2548 557977_020    612  51.00000   No   25032.000   No   Yes
2549 553768_010    948  79.00000  Yes   12360.000   No   Yes
2550 553206_010    656  54.66667  Yes    3420.000   No   Yes
2551 554344_010    861  71.75000   No   58286.511   No   Yes
2552 559839_020    542  45.16667   No  380300.000   No    No
2553 557014_010    824  68.66667  Yes   46892.000   No    No
2554 552110_010    639  53.25000  Yes   19200.000   No    No
2555 556402_010    629  52.41667   No   16000.000   No    No
2556 554690_010    653  54.41667   No  120000.000   No   Yes
2557 552811_020    732  61.00000   No  318283.858   No   Yes
2558 551723_020    797  66.41667  Yes   27000.000   No    No
2559 550745_010    620  51.66667   No  126500.000   No    No
2560 559270_020    580  48.33333   No       0.000   No    No
2561 551553_020    844  70.33333   No   46656.000   No    No
2562 559617_020    666  55.50000   No  194080.000   No   Yes
2563 554238_020    912  76.00000   No   63000.000   No   Yes
2564 553832_010    872  72.66667  Yes   14400.000  Yes    No
2565 550315_010    625  52.08333   No   57500.000   No   Yes
2566 550583_010    649  54.08333   No   94400.000  Yes   Yes
2567 551140_010    804  67.00000   No   10536.000   No   Yes
2568 550237_010    639  53.25000   No   79890.312   No   Yes
2569 558602_020    760  63.33333  Yes   53044.000   No   Yes
2570 554953_010    644  53.66667   No   31500.000   No    No
2571 555262_010    627  52.25000   No  252662.216   No   Yes
2572 553338_010    858  71.50000  Yes   17796.000   No   Yes
2573 558087_010    653  54.41667  Yes   13149.386   No   Yes
2574 556997_010    800  66.66667   No   29760.000   No   Yes
2575 550747_010    645  53.75000   No    8400.000   No   Yes
2576 557011_010   1003  83.58333   No   46260.196   No   Yes
2577 553043_010    883  73.58333   No   17640.000   No    No
2578 554345_020    605  50.41667   No  178600.000   No   Yes
2579 552786_010    719  59.91667  Yes   40000.000   No   Yes
2580 559129_010    700  58.33333   No   23400.000   No   Yes
2581 550859_010    673  56.08333  Yes   53533.000   No   Yes
2582 556536_010    646  53.83333  Yes   14377.649   No    No
2583 557924_010    652  54.33333  Yes  116500.000  Yes   Yes
2584 555978_010    746  62.16667   No    1681.298   No   Yes
2585 552808_010    623  51.91667   No    9828.000   No    No
2586 557451_020    503  41.91667  Yes   24216.000   No    No
2587 551602_010    854  71.16667   No       0.000   No   Yes
2588 550790_020    567  47.25000   No  430400.000   No   Yes
2589 553970_020    543  45.25000   No   75000.000   No   Yes
2590 551064_010    675  56.25000   No   57014.000   No   Yes
2591 551686_010    653  54.41667   No   72000.000   No    No
2592 559986_010    651  54.25000   No   80000.000   No    No
2593 552414_020    603  50.25000   No  161000.000   No    No
2594 553532_010    704  58.66667   No    6800.000   No   Yes
2595 559598_020    687  57.25000   No  378052.138   No    No
2596 559624_010    673  56.08333   No   85449.191   No   Yes
2597 552656_010    658  54.83333   No  158440.000   No    No
2598 557930_020    820  68.33333   No   21390.000   No   Yes
2599 553400_010    764  63.66667   No   24200.000   No   Yes
2600 556249_020    605  50.41667   No  746620.000   No   Yes
2601 553582_010    596  49.66667   No   82000.000   No    No
2602 558446_010    650  54.16667   No   20100.000   No   Yes
2603 552861_010    935  77.91667  Yes   26400.000   No    No
2604 559315_010    636  53.00000  Yes   31000.000   No    No
2605 558441_010    640  53.33333   No  310440.000   No   Yes
2606 554840_010    663  55.25000  Yes   31000.000   No   Yes
2607 553815_020    426  35.50000   No  171520.000   No   Yes
2608 555736_010    614  51.16667   No  178600.000   No   Yes
2609 556138_010    713  59.41667   No    7800.000  Yes   Yes
2610 553913_010    948  79.00000   No  122012.000   No    No
2611 558985_010    651  54.25000  Yes   13600.000   No    No
2612 554413_010    781  65.08333   No   15000.000   No   Yes
2613 557544_010    676  56.33333   No   87000.000   No   Yes
2614 550100_020    621  51.75000   No     750.000  Yes    No
2615 555198_010    543  45.25000   No  174436.000   No   Yes
2616 555441_010    649  54.08333   No   52774.571   No   Yes
2617 552231_020    650  54.16667  Yes  102000.000   No   Yes
2618 550401_010    645  53.75000  Yes   48000.000   No   Yes
2619 551892_010    626  52.16667   No   74000.000   No   Yes
2620 551104_020    590  49.16667  Yes   20100.000   No    No
2621 558131_020    676  56.33333  Yes  170164.930   No   Yes
2622 550904_010    636  53.00000   No  455012.000   No   Yes
2623 556266_020    610  50.83333  Yes   12782.635   No    No
2624 556635_010    818  68.16667  Yes   20568.000   No   Yes
2625 555697_020    654  54.50000  Yes   14796.000   No   Yes
2626 551279_010    651  54.25000   No     400.000   No   Yes
2627 559283_020    636  53.00000   No   52600.000   No   Yes
2628 550015_020    597  49.75000   No   90000.000   No   Yes
2629 556445_010    698  58.16667  Yes   21396.000   No    No
2630 558764_010    674  56.16667  Yes   17380.000   No    No
2631 558174_010    957  79.75000   No  141400.000   No   Yes
2632 556181_010    848  70.66667   No   19320.000   No    No
2633 553765_020    616  51.33333  Yes   66876.000   No    No
2634 552494_010    677  56.41667   No  285000.000   No   Yes
2635 550233_020    778  64.83333  Yes   25260.000   No   Yes
2636 553935_010    836  69.66667   No   18960.000   No    No
2637 552681_020    613  51.08333   No   51204.000   No    No
2638 557909_010    635  52.91667   No   51682.000   No   Yes
2639 552323_010    851  70.91667  Yes   16488.000  Yes   Yes
2640 550637_020    625  52.08333   No  430400.000   No   Yes
2641 552156_020    753  62.75000   No   27170.731   No   Yes
2642 557932_020    640  53.33333   No  140000.000   No   Yes
2643 555134_020    664  55.33333   No    9672.000   No   Yes
2644 552911_010    623  51.91667   No   55000.000   No   Yes
2645 559416_020    680  56.66667   No   52000.000   No   Yes
2646 557568_010    620  51.66667   No   68400.000   No   Yes
2647 558962_010    668  55.66667   No   27408.000   No   Yes
2648 559083_010    830  69.16667   No   57184.000   No   Yes
2649 552218_010    868  72.33333  Yes   10707.000   No   Yes
2650 557088_010    863  71.91667   No   17412.000   No   Yes
2651 552398_020    687  57.25000   No  162012.000   No   Yes
2652 550384_010    725  60.41667   No    2181.933  Yes   Yes
2653 557347_020    666  55.50000   No  102000.000   No   Yes
2654 559878_010   1006  83.83333  Yes   36600.000   No   Yes
2655 557775_010    642  53.50000   No   59040.000   No   Yes
2656 550514_020    607  50.58333   No   54026.574   No   Yes
2657 559456_010    913  76.08333  Yes    8000.000  Yes   Yes
2658 551396_010    754  62.83333  Yes  325480.000   No   Yes
2659 555460_010    640  53.33333   No   22256.400   No   Yes
2660 556148_020    922  76.83333   No   35856.000   No   Yes
2661 559355_010    650  54.16667   No   78500.000   No    No
2662 550661_010    651  54.25000  Yes   22172.000   No    No
2663 551292_010    673  56.08333  Yes    3372.000  Yes    No
2664 556698_010    671  55.91667   No  160040.000   No    No
2665 551564_010    654  54.50000   No   29544.000   No   Yes
2666 550962_010    642  53.50000   No   46793.034   No   Yes
2667 552965_010    692  57.66667   No  223349.581   No   Yes
2668 551238_010    647  53.91667  Yes   73000.000  Yes   Yes
2669 550783_010   1014  84.50000   No   21000.000   No    No
2670 556435_010    610  50.83333   No  210364.000   No   Yes
2671 550238_010    773  64.41667   No   11080.000   No    No
2672 556710_010    607  50.58333   No   49800.000   No   Yes
2673 558951_020    654  54.50000   No   91500.000  Yes    No
2674 555915_020    651  54.25000   No   74563.499   No   Yes
2675 550904_020    565  47.08333   No  430400.000   No   Yes
2676 558001_010    647  53.91667   No   54240.000   No   Yes
2677 557326_010    857  71.41667   No   15600.000  Yes    No
2678 554601_010    620  51.66667   No   50000.000   No   Yes
2679 550560_020    797  66.41667   No  108040.000   No   Yes
2680 555217_010    647  53.91667   No   14200.000   No   Yes
2681 555706_020    653  54.41667   No  130252.000   No   Yes
2682 557433_010    783  65.25000  Yes   20000.000   No    No
2683 554604_010    622  51.83333   No   21390.000   No   Yes
2684 551557_010    643  53.58333   No   25600.000   No   Yes
2685 552156_020    753  62.75000   No   26972.000   No   Yes
2686 558155_010    705  58.75000   No   16392.679   No    No
2687 553275_010    661  55.08333   No   38135.548   No   Yes
2688 555463_020   1005  83.75000  Yes   12642.000   No    No
2689 551223_010    636  53.00000   No   16988.000   No   Yes
2690 554752_020    645  53.75000   No  285000.000   No    No
2691 558158_010    686  57.16667   No   50000.000   No   Yes
2692 559766_010    815  67.91667  Yes   45455.000   No    No
2693 556936_010    747  62.25000  Yes  100480.000   No    No
2694 552188_010    644  53.66667   No  166711.764   No   Yes
2695 557011_010    992  82.66667   No   46020.000   No   Yes
2696 555439_020    556  46.33333   No  160408.000   No   Yes
2697 552567_010    698  58.16667   No  124800.000   No   Yes
2698 559893_010    749  62.41667  Yes    1320.000   No    No
2699 556710_010    609  50.75000   No   50000.000   No   Yes
2700 559404_010    865  72.08333   No   34673.749   No   Yes
2701 552777_010    917  76.41667  Yes   33000.000   No    No
2702 555635_010    621  51.75000   No   16800.000   No    No
2703 550315_010    625  52.08333   No   56800.000   No   Yes
2704 551524_020    794  66.16667   No   30552.000   No   Yes
2705 556758_010    646  53.83333   No   40000.000   No   Yes
2706 558271_020    644  53.66667   No  139712.180   No   Yes
2707 555103_010    649  54.08333  Yes   29073.827   No   Yes
2708 556341_010    738  61.50000   No       0.000   No   Yes
2709 550410_010    608  50.66667   No  100130.000   No    No
2710 552816_010    812  67.66667  Yes       0.000   No   Yes
2711 555198_010    542  45.16667   No  175012.000   No   Yes
2712 558739_020    629  52.41667   No  233054.000   No   Yes
2713 557003_010    675  56.25000   No    6140.000   No   Yes
2714 554152_020    684  57.00000   No  334248.000   No   Yes
2715 558911_020    609  50.75000   No   52012.000   No   Yes
2716 557855_010    714  59.50000  Yes   32580.000   No   Yes
2717 555262_020    657  54.75000   No  254000.000   No   Yes
2718 551116_020    382  31.83333   No   69278.635   No   Yes
2719 556018_010    635  52.91667   No   55000.000   No   Yes
2720 556418_010    617  51.41667   No  202312.000   No   Yes
2721 559487_010    866  72.16667   No   36795.000   No    No
2722 559353_010    617  51.41667   No   38608.344   No    No
2723 551991_020    605  50.41667   No   33000.000   No    No
2724 553775_020    545  45.41667  Yes  101338.000   No   Yes
2725 558095_010    656  54.66667   No   12108.000   No   Yes
2726 550385_010    781  65.08333   No   28264.000   No    No
2727 557413_010    617  51.41667   No 1800012.000   No   Yes
2728 558095_010    656  54.66667   No   12000.000   No   Yes
              race_original    sex
1                      <NA> Female
2           White/Caucasian Female
3                      <NA>   Male
4           White/Caucasian   Male
5    Black/African American   Male
6           White/Caucasian Female
7    Black/African American   Male
8    Black/African American   Male
9           White/Caucasian   Male
10                     <NA>   Male
11                     <NA> Female
12                     <NA> Female
13          White/Caucasian   Male
14   Black/African American   Male
15   Black/African American   Male
16          White/Caucasian   Male
17                     <NA>   Male
18          White/Caucasian   Male
19   Black/African American Female
20   Black/African American Female
21          White/Caucasian   Male
22                     <NA> Female
23                     <NA> Female
24          White/Caucasian Female
25                    Other Female
26          White/Caucasian   Male
27   Black/African American Female
28          White/Caucasian Female
29          White/Caucasian   Male
30                     <NA> Female
31   Black/African American   Male
32   Black/African American   Male
33          White/Caucasian   Male
34          White/Caucasian Female
35   Black/African American Female
36   Black/African American   Male
37                    Other Female
38          White/Caucasian Female
39          White/Caucasian Female
40                    Other Female
41          White/Caucasian Female
42          White/Caucasian Female
43   Black/African American Female
44                    Other Female
45          White/Caucasian Female
46          White/Caucasian Female
47                     <NA>   Male
48                    Other Female
49                     <NA> Female
50          White/Caucasian Female
51   Black/African American   Male
52   Black/African American Female
53          White/Caucasian Female
54                    Other   Male
55   Black/African American Female
56          White/Caucasian Female
57   Black/African American Female
58                     <NA> Female
59   Black/African American Female
60          White/Caucasian   Male
61          White/Caucasian Female
62          White/Caucasian Female
63                     <NA> Female
64          White/Caucasian   Male
65   Black/African American Female
66   Black/African American Female
67   Black/African American   Male
68   Black/African American Female
69   Black/African American Female
70   Black/African American   Male
71   Black/African American Female
72                     <NA>   Male
73          White/Caucasian Female
74          White/Caucasian Female
75          White/Caucasian   Male
76   Black/African American Female
77          White/Caucasian Female
78   Black/African American Female
79                     <NA> Female
80   Black/African American Female
81                     <NA> Female
82          White/Caucasian Female
83   Black/African American Female
84                    Other Female
85   Black/African American Female
86                     <NA> Female
87   Black/African American Female
88          White/Caucasian Female
89   Black/African American Female
90          White/Caucasian   Male
91          White/Caucasian Female
92                     <NA> Female
93   Black/African American   Male
94   Black/African American   Male
95   Black/African American Female
96   Black/African American Female
97   Black/African American Female
98   Black/African American Female
99   Black/African American   Male
100         White/Caucasian Female
101  Black/African American Female
102                    <NA> Female
103                    <NA> Female
104  Black/African American Female
105  Black/African American   Male
106  Black/African American Female
107                    <NA> Female
108  Black/African American Female
109                    <NA>   Male
110  Black/African American Female
111         White/Caucasian Female
112         White/Caucasian   Male
113         White/Caucasian Female
114                    <NA> Female
115  Black/African American Female
116         White/Caucasian Female
117  Black/African American   Male
118  Black/African American Female
119  Black/African American   Male
120                    <NA>   Male
121                    <NA> Female
122  Black/African American   Male
123                    <NA> Female
124         White/Caucasian Female
125                   Other Female
126                    <NA> Female
127                   Other   Male
128                    <NA> Female
129  Black/African American   Male
130         White/Caucasian Female
131  Black/African American Female
132         White/Caucasian Female
133  Black/African American Female
134         White/Caucasian   Male
135         White/Caucasian Female
136  Black/African American Female
137                   Other   Male
138         White/Caucasian   Male
139         White/Caucasian Female
140         White/Caucasian Female
141         White/Caucasian Female
142  Black/African American Female
143         White/Caucasian   Male
144  Black/African American   Male
145  Black/African American Female
146         White/Caucasian   Male
147  Black/African American Female
148                    <NA> Female
149                    <NA>   Male
150  Black/African American   Male
151  Black/African American Female
152  Black/African American   Male
153         White/Caucasian Female
154  Black/African American Female
155  Black/African American Female
156         White/Caucasian   Male
157         White/Caucasian   Male
158         White/Caucasian Female
159         White/Caucasian Female
160  Black/African American Female
161         White/Caucasian   Male
162         White/Caucasian Female
163         White/Caucasian   Male
164  Black/African American   Male
165         White/Caucasian Female
166         White/Caucasian   Male
167         White/Caucasian   Male
168         White/Caucasian   Male
169  Black/African American   Male
170         White/Caucasian   Male
171         White/Caucasian   Male
172                    <NA> Female
173                    <NA> Female
174         White/Caucasian Female
175         White/Caucasian   Male
176                    <NA> Female
177         White/Caucasian Female
178         White/Caucasian Female
179                   Other Female
180         White/Caucasian   Male
181  Black/African American Female
182         White/Caucasian Female
183         White/Caucasian Female
184  Black/African American Female
185  Black/African American Female
186  Black/African American Female
187                   Other   Male
188                    <NA>   Male
189  Black/African American Female
190         White/Caucasian   Male
191         White/Caucasian Female
192         White/Caucasian Female
193         White/Caucasian Female
194         White/Caucasian Female
195  Black/African American Female
196  Black/African American Female
197  Black/African American   Male
198                    <NA> Female
199                    <NA> Female
200  Black/African American Female
201                    <NA>   Male
202         White/Caucasian Female
203  Black/African American   Male
204         White/Caucasian Female
205                   Other   Male
206  Black/African American Female
207         White/Caucasian Female
208                    <NA>   Male
209         White/Caucasian   Male
210  Black/African American Female
211         White/Caucasian   Male
212         White/Caucasian Female
213         White/Caucasian Female
214  Black/African American Female
215                   Other   Male
216                    <NA> Female
217         White/Caucasian Female
218         White/Caucasian Female
219  Black/African American   Male
220         White/Caucasian Female
221                   Other Female
222         White/Caucasian Female
223         White/Caucasian   Male
224  Black/African American   Male
225                   Other   Male
226  Black/African American   Male
227  Black/African American Female
228                    <NA> Female
229  Black/African American   Male
230         White/Caucasian Female
231  Black/African American Female
232  Black/African American Female
233  Black/African American Female
234  Black/African American Female
235         White/Caucasian Female
236                    <NA> Female
237         White/Caucasian Female
238                    <NA>   Male
239                   Other Female
240         White/Caucasian   Male
241  Black/African American   Male
242  Black/African American   Male
243  Black/African American Female
244         White/Caucasian Female
245  Black/African American   Male
246         White/Caucasian   Male
247  Black/African American Female
248         White/Caucasian Female
249                    <NA>   Male
250                   Other Female
251  Black/African American Female
252  Black/African American Female
253  Black/African American   Male
254         White/Caucasian   Male
255                   Other   Male
256  Black/African American   Male
257  Black/African American   Male
258         White/Caucasian Female
259         White/Caucasian Female
260  Black/African American   Male
261                   Other Female
262  Black/African American   Male
263         White/Caucasian   Male
264         White/Caucasian Female
265                    <NA> Female
266                    <NA> Female
267                    <NA>   Male
268         White/Caucasian Female
269  Black/African American Female
270         White/Caucasian   Male
271  Black/African American Female
272                   Other Female
273                   Other Female
274                    <NA> Female
275         White/Caucasian   Male
276                   Other Female
277  Black/African American   Male
278                    <NA> Female
279                    <NA> Female
280  Black/African American   Male
281  Black/African American Female
282         White/Caucasian   Male
283         White/Caucasian Female
284  Black/African American   Male
285                   Other Female
286         White/Caucasian   Male
287                    <NA> Female
288  Black/African American Female
289                   Other Female
290                   Other Female
291                   Other Female
292                    <NA> Female
293  Black/African American Female
294  Black/African American   Male
295                    <NA> Female
296                   Other   Male
297         White/Caucasian   Male
298  Black/African American   Male
299  Black/African American   Male
300  Black/African American Female
301         White/Caucasian Female
302  Black/African American Female
303  Black/African American Female
304  Black/African American Female
305                   Other   Male
306  Black/African American Female
307                   Other   Male
308  Black/African American Female
309         White/Caucasian Female
310                   Other   Male
311  Black/African American Female
312                   Other   Male
313  Black/African American Female
314                    <NA>   Male
315         White/Caucasian   Male
316  Black/African American   Male
317  Black/African American Female
318                    <NA> Female
319         White/Caucasian Female
320         White/Caucasian   Male
321  Black/African American   Male
322  Black/African American Female
323                   Other   Male
324                    <NA>   Male
325         White/Caucasian Female
326                    <NA>   Male
327  Black/African American Female
328         White/Caucasian Female
329         White/Caucasian   Male
330  Black/African American Female
331                    <NA> Female
332  Black/African American Female
333         White/Caucasian Female
334         White/Caucasian Female
335         White/Caucasian   Male
336  Black/African American   Male
337  Black/African American Female
338  Black/African American Female
339         White/Caucasian   Male
340  Black/African American Female
341                   Other Female
342  Black/African American   Male
343  Black/African American Female
344                    <NA> Female
345  Black/African American Female
346         White/Caucasian Female
347  Black/African American   Male
348                    <NA>   Male
349         White/Caucasian Female
350                   Other   Male
351         White/Caucasian Female
352  Black/African American   Male
353         White/Caucasian Female
354                    <NA>   Male
355  Black/African American Female
356         White/Caucasian Female
357  Black/African American Female
358                    <NA>   Male
359  Black/African American   Male
360         White/Caucasian   Male
361  Black/African American Female
362         White/Caucasian   Male
363         White/Caucasian Female
364  Black/African American   Male
365  Black/African American Female
366                   Other Female
367                    <NA> Female
368         White/Caucasian   Male
369         White/Caucasian Female
370  Black/African American   Male
371         White/Caucasian   Male
372  Black/African American Female
373         White/Caucasian Female
374  Black/African American   Male
375                   Other Female
376         White/Caucasian   Male
377                   Other   Male
378         White/Caucasian   Male
379         White/Caucasian Female
380  Black/African American Female
381                    <NA> Female
382  Black/African American Female
383         White/Caucasian Female
384                   Other   Male
385                   Other   Male
386         White/Caucasian Female
387         White/Caucasian   Male
388                    <NA> Female
389                   Other Female
390         White/Caucasian   Male
391         White/Caucasian Female
392  Black/African American Female
393                   Other Female
394         White/Caucasian Female
395                   Other Female
396                   Other   Male
397  Black/African American   Male
398                    <NA> Female
399                    <NA> Female
400         White/Caucasian   Male
401                   Other Female
402  Black/African American Female
403         White/Caucasian Female
404                    <NA> Female
405  Black/African American   Male
406  Black/African American   Male
407                   Other Female
408                   Other Female
409                    <NA>   Male
410                   Other Female
411                   Other Female
412  Black/African American Female
413                   Other   Male
414         White/Caucasian Female
415                    <NA>   Male
416  Black/African American   Male
417  Black/African American Female
418         White/Caucasian Female
419         White/Caucasian Female
420         White/Caucasian Female
421         White/Caucasian Female
422         White/Caucasian Female
423         White/Caucasian   Male
424         White/Caucasian Female
425                    <NA>   Male
426         White/Caucasian   Male
427                    <NA> Female
428         White/Caucasian Female
429                   Other Female
430         White/Caucasian Female
431  Black/African American   Male
432  Black/African American Female
433  Black/African American Female
434         White/Caucasian Female
435         White/Caucasian Female
436                   Other Female
437  Black/African American Female
438                   Other   Male
439         White/Caucasian Female
440                   Other Female
441                   Other Female
442                    <NA> Female
443                    <NA> Female
444  Black/African American   Male
445  Black/African American   Male
446  Black/African American Female
447  Black/African American Female
448                   Other Female
449         White/Caucasian Female
450         White/Caucasian   Male
451         White/Caucasian   Male
452         White/Caucasian Female
453  Black/African American Female
454                   Other   Male
455  Black/African American Female
456                   Other Female
457  Black/African American   Male
458  Black/African American Female
459         White/Caucasian   Male
460         White/Caucasian Female
461                    <NA> Female
462  Black/African American Female
463         White/Caucasian Female
464  Black/African American Female
465  Black/African American Female
466         White/Caucasian Female
467         White/Caucasian Female
468         White/Caucasian Female
469         White/Caucasian   Male
470                   Other   Male
471  Black/African American Female
472         White/Caucasian   Male
473         White/Caucasian Female
474  Black/African American Female
475                   Other   Male
476         White/Caucasian   Male
477                   Other Female
478                   Other   Male
479  Black/African American   Male
480         White/Caucasian Female
481         White/Caucasian Female
482                    <NA> Female
483         White/Caucasian   Male
484  Black/African American   Male
485  Black/African American   Male
486         White/Caucasian Female
487  Black/African American   Male
488                    <NA>   Male
489  Black/African American Female
490  Black/African American   Male
491         White/Caucasian   Male
492                   Other Female
493         White/Caucasian Female
494  Black/African American Female
495  Black/African American   Male
496                    <NA>   Male
497         White/Caucasian Female
498  Black/African American Female
499                   Other   Male
500  Black/African American Female
501  Black/African American Female
502                   Other Female
503  Black/African American Female
504         White/Caucasian Female
505  Black/African American Female
506                    <NA> Female
507                   Other   Male
508                   Other Female
509                   Other   Male
510  Black/African American Female
511                    <NA>   Male
512                    <NA>   Male
513  Black/African American Female
514  Black/African American   Male
515                   Other Female
516  Black/African American Female
517  Black/African American Female
518         White/Caucasian   Male
519         White/Caucasian   Male
520                   Other Female
521  Black/African American Female
522                   Other   Male
523  Black/African American Female
524         White/Caucasian Female
525  Black/African American Female
526         White/Caucasian   Male
527                    <NA> Female
528         White/Caucasian Female
529         White/Caucasian Female
530         White/Caucasian Female
531         White/Caucasian Female
532         White/Caucasian   Male
533  Black/African American Female
534         White/Caucasian Female
535         White/Caucasian   Male
536         White/Caucasian Female
537                   Other   Male
538                   Other   Male
539         White/Caucasian   Male
540         White/Caucasian   Male
541                    <NA> Female
542  Black/African American Female
543         White/Caucasian   Male
544                    <NA> Female
545                    <NA> Female
546         White/Caucasian   Male
547                   Other Female
548                    <NA>   Male
549  Black/African American Female
550                    <NA>   Male
551         White/Caucasian Female
552  Black/African American   Male
553                   Other   Male
554                    <NA> Female
555  Black/African American Female
556                   Other Female
557         White/Caucasian Female
558  Black/African American Female
559         White/Caucasian   Male
560         White/Caucasian Female
561  Black/African American   Male
562  Black/African American   Male
563         White/Caucasian Female
564         White/Caucasian   Male
565  Black/African American Female
566  Black/African American Female
567                    <NA> Female
568                   Other   Male
569                   Other Female
570         White/Caucasian Female
571                    <NA> Female
572         White/Caucasian Female
573         White/Caucasian   Male
574         White/Caucasian Female
575         White/Caucasian   Male
576                   Other   Male
577                    <NA>   Male
578         White/Caucasian Female
579         White/Caucasian   Male
580         White/Caucasian Female
581  Black/African American Female
582  Black/African American Female
583         White/Caucasian   Male
584  Black/African American Female
585  Black/African American   Male
586         White/Caucasian   Male
587                   Other   Male
588                    <NA> Female
589  Black/African American   Male
590         White/Caucasian Female
591  Black/African American   Male
592         White/Caucasian   Male
593         White/Caucasian Female
594  Black/African American   Male
595                   Other   Male
596         White/Caucasian   Male
597  Black/African American Female
598  Black/African American   Male
599         White/Caucasian Female
600         White/Caucasian Female
601                    <NA> Female
602  Black/African American   Male
603         White/Caucasian Female
604  Black/African American Female
605         White/Caucasian   Male
606         White/Caucasian   Male
607  Black/African American Female
608  Black/African American Female
609                    <NA>   Male
610         White/Caucasian Female
611  Black/African American Female
612  Black/African American Female
613         White/Caucasian   Male
614  Black/African American Female
615                    <NA>   Male
616                    <NA>   Male
617  Black/African American   Male
618         White/Caucasian Female
619  Black/African American   Male
620         White/Caucasian   Male
621  Black/African American   Male
622         White/Caucasian   Male
623  Black/African American   Male
624                    <NA>   Male
625         White/Caucasian   Male
626         White/Caucasian Female
627  Black/African American Female
628                   Other   Male
629                    <NA>   Male
630                    <NA> Female
631  Black/African American Female
632                    <NA> Female
633         White/Caucasian   Male
634         White/Caucasian   Male
635         White/Caucasian Female
636  Black/African American Female
637         White/Caucasian Female
638         White/Caucasian   Male
639  Black/African American   Male
640  Black/African American   Male
641         White/Caucasian Female
642         White/Caucasian Female
643  Black/African American   Male
644  Black/African American Female
645                   Other   Male
646         White/Caucasian Female
647                   Other Female
648         White/Caucasian Female
649  Black/African American Female
650         White/Caucasian   Male
651  Black/African American Female
652         White/Caucasian Female
653         White/Caucasian   Male
654                   Other Female
655                    <NA> Female
656  Black/African American Female
657         White/Caucasian   Male
658         White/Caucasian Female
659                   Other Female
660  Black/African American Female
661  Black/African American Female
662                    <NA> Female
663         White/Caucasian   Male
664         White/Caucasian Female
665  Black/African American Female
666         White/Caucasian Female
667         White/Caucasian Female
668  Black/African American Female
669                   Other Female
670  Black/African American   Male
671                   Other Female
672  Black/African American   Male
673                   Other   Male
674         White/Caucasian   Male
675  Black/African American Female
676  Black/African American   Male
677                   Other   Male
678         White/Caucasian   Male
679  Black/African American   Male
680                    <NA>   Male
681         White/Caucasian   Male
682  Black/African American Female
683  Black/African American Female
684                   Other   Male
685         White/Caucasian   Male
686                    <NA> Female
687  Black/African American Female
688                   Other   Male
689         White/Caucasian Female
690         White/Caucasian Female
691  Black/African American   Male
692         White/Caucasian   Male
693         White/Caucasian Female
694         White/Caucasian Female
695         White/Caucasian Female
696         White/Caucasian Female
697  Black/African American   Male
698                   Other Female
699  Black/African American   Male
700  Black/African American   Male
701  Black/African American   Male
702                   Other   Male
703                   Other Female
704         White/Caucasian Female
705                    <NA> Female
706         White/Caucasian   Male
707         White/Caucasian Female
708  Black/African American Female
709         White/Caucasian Female
710  Black/African American   Male
711         White/Caucasian   Male
712                   Other   Male
713                    <NA>   Male
714         White/Caucasian Female
715                    <NA> Female
716                    <NA>   Male
717  Black/African American Female
718         White/Caucasian   Male
719         White/Caucasian Female
720  Black/African American Female
721         White/Caucasian Female
722         White/Caucasian   Male
723                    <NA>   Male
724  Black/African American Female
725                    <NA> Female
726                   Other   Male
727  Black/African American Female
728         White/Caucasian   Male
729         White/Caucasian Female
730         White/Caucasian Female
731         White/Caucasian   Male
732  Black/African American Female
733                    <NA> Female
734  Black/African American Female
735                   Other   Male
736         White/Caucasian Female
737                    <NA>   Male
738                   Other Female
739         White/Caucasian Female
740  Black/African American   Male
741                    <NA>   Male
742                    <NA>   Male
743         White/Caucasian   Male
744                    <NA> Female
745  Black/African American Female
746         White/Caucasian   Male
747         White/Caucasian Female
748  Black/African American   Male
749                    <NA>   Male
750         White/Caucasian   Male
751                    <NA>   Male
752         White/Caucasian Female
753  Black/African American Female
754  Black/African American Female
755         White/Caucasian Female
756  Black/African American Female
757         White/Caucasian Female
758  Black/African American Female
759         White/Caucasian   Male
760  Black/African American   Male
761                    <NA> Female
762         White/Caucasian Female
763         White/Caucasian   Male
764  Black/African American   Male
765         White/Caucasian   Male
766                   Other   Male
767                    <NA> Female
768  Black/African American Female
769  Black/African American   Male
770                    <NA>   Male
771  Black/African American Female
772                    <NA> Female
773                    <NA>   Male
774                    <NA>   Male
775                    <NA>   Male
776         White/Caucasian   Male
777                   Other Female
778                    <NA> Female
779  Black/African American   Male
780                    <NA>   Male
781         White/Caucasian Female
782                   Other Female
783  Black/African American   Male
784                    <NA> Female
785         White/Caucasian   Male
786  Black/African American Female
787         White/Caucasian   Male
788         White/Caucasian   Male
789  Black/African American Female
790  Black/African American Female
791         White/Caucasian   Male
792  Black/African American Female
793         White/Caucasian Female
794                    <NA> Female
795         White/Caucasian Female
796         White/Caucasian   Male
797         White/Caucasian   Male
798  Black/African American Female
799         White/Caucasian   Male
800                    <NA>   Male
801         White/Caucasian Female
802  Black/African American   Male
803                    <NA> Female
804  Black/African American Female
805         White/Caucasian Female
806                    <NA> Female
807         White/Caucasian Female
808         White/Caucasian Female
809                   Other   Male
810         White/Caucasian   Male
811         White/Caucasian Female
812                    <NA> Female
813                    <NA> Female
814         White/Caucasian   Male
815                   Other Female
816         White/Caucasian   Male
817                    <NA>   Male
818  Black/African American Female
819         White/Caucasian   Male
820                   Other Female
821  Black/African American   Male
822         White/Caucasian Female
823                   Other   Male
824                   Other Female
825  Black/African American Female
826                    <NA>   Male
827                   Other Female
828         White/Caucasian   Male
829         White/Caucasian Female
830         White/Caucasian Female
831         White/Caucasian Female
832                    <NA> Female
833                    <NA>   Male
834         White/Caucasian Female
835  Black/African American Female
836         White/Caucasian   Male
837         White/Caucasian Female
838  Black/African American Female
839  Black/African American   Male
840         White/Caucasian Female
841  Black/African American Female
842  Black/African American   Male
843         White/Caucasian Female
844                   Other   Male
845                    <NA>   Male
846         White/Caucasian Female
847  Black/African American   Male
848                   Other Female
849                    <NA>   Male
850                   Other   Male
851         White/Caucasian Female
852                   Other Female
853  Black/African American Female
854                    <NA> Female
855                   Other Female
856                   Other Female
857                    <NA>   Male
858  Black/African American   Male
859         White/Caucasian Female
860         White/Caucasian Female
861                   Other Female
862  Black/African American   Male
863                   Other   Male
864         White/Caucasian Female
865                   Other Female
866         White/Caucasian Female
867                   Other   Male
868                   Other   Male
869                    <NA> Female
870         White/Caucasian Female
871         White/Caucasian Female
872                    <NA>   Male
873                   Other Female
874  Black/African American Female
875  Black/African American   Male
876                    <NA> Female
877                    <NA> Female
878         White/Caucasian   Male
879  Black/African American Female
880         White/Caucasian Female
881                    <NA> Female
882  Black/African American Female
883         White/Caucasian   Male
884                   Other   Male
885                   Other   Male
886  Black/African American   Male
887         White/Caucasian Female
888  Black/African American Female
889         White/Caucasian Female
890         White/Caucasian Female
891                   Other Female
892         White/Caucasian Female
893  Black/African American Female
894         White/Caucasian Female
895                    <NA> Female
896  Black/African American   Male
897                   Other Female
898  Black/African American Female
899                   Other Female
900  Black/African American Female
901                    <NA>   Male
902                    <NA> Female
903         White/Caucasian   Male
904         White/Caucasian Female
905                   Other Female
906         White/Caucasian   Male
907                   Other   Male
908  Black/African American Female
909                    <NA> Female
910                    <NA> Female
911         White/Caucasian   Male
912  Black/African American Female
913         White/Caucasian   Male
914                   Other Female
915                    <NA> Female
916  Black/African American Female
917  Black/African American Female
918  Black/African American   Male
919         White/Caucasian   Male
920                   Other   Male
921  Black/African American   Male
922                    <NA> Female
923         White/Caucasian   Male
924  Black/African American   Male
925                    <NA>   Male
926         White/Caucasian Female
927                    <NA>   Male
928         White/Caucasian Female
929  Black/African American Female
930         White/Caucasian Female
931         White/Caucasian Female
932  Black/African American Female
933         White/Caucasian   Male
934         White/Caucasian   Male
935         White/Caucasian   Male
936  Black/African American   Male
937         White/Caucasian Female
938                    <NA> Female
939         White/Caucasian Female
940  Black/African American   Male
941  Black/African American Female
942         White/Caucasian Female
943         White/Caucasian Female
944         White/Caucasian Female
945         White/Caucasian   Male
946         White/Caucasian   Male
947         White/Caucasian   Male
948  Black/African American Female
949         White/Caucasian   Male
950  Black/African American Female
951                   Other Female
952                    <NA>   Male
953  Black/African American   Male
954         White/Caucasian Female
955         White/Caucasian   Male
956  Black/African American   Male
957  Black/African American Female
958  Black/African American   Male
959  Black/African American   Male
960                    <NA> Female
961                    <NA> Female
962         White/Caucasian Female
963         White/Caucasian   Male
964  Black/African American Female
965         White/Caucasian Female
966         White/Caucasian   Male
967                    <NA>   Male
968         White/Caucasian Female
969                   Other   Male
970         White/Caucasian   Male
971                    <NA>   Male
972                    <NA> Female
973         White/Caucasian   Male
974  Black/African American Female
975  Black/African American   Male
976                    <NA>   Male
977  Black/African American Female
978  Black/African American   Male
979                   Other   Male
980         White/Caucasian Female
981  Black/African American Female
982                    <NA> Female
983                    <NA> Female
984         White/Caucasian Female
985         White/Caucasian Female
986         White/Caucasian   Male
987                    <NA> Female
988         White/Caucasian Female
989  Black/African American   Male
990         White/Caucasian   Male
991  Black/African American Female
992  Black/African American   Male
993         White/Caucasian Female
994         White/Caucasian Female
995                   Other   Male
996                    <NA> Female
997  Black/African American Female
998         White/Caucasian Female
999         White/Caucasian Female
1000 Black/African American Female
1001 Black/African American Female
1002        White/Caucasian Female
1003 Black/African American   Male
1004                  Other Female
1005 Black/African American   Male
1006        White/Caucasian   Male
1007        White/Caucasian Female
1008 Black/African American Female
1009        White/Caucasian Female
1010                  Other Female
1011 Black/African American   Male
1012                  Other   Male
1013        White/Caucasian   Male
1014                   <NA>   Male
1015        White/Caucasian   Male
1016                  Other Female
1017        White/Caucasian   Male
1018 Black/African American Female
1019 Black/African American   Male
1020                   <NA>   Male
1021                  Other Female
1022        White/Caucasian Female
1023                   <NA>   Male
1024 Black/African American Female
1025                   <NA>   Male
1026 Black/African American   Male
1027                   <NA> Female
1028 Black/African American Female
1029                  Other Female
1030 Black/African American Female
1031        White/Caucasian   Male
1032        White/Caucasian Female
1033                   <NA>   Male
1034 Black/African American Female
1035                  Other   Male
1036 Black/African American   Male
1037 Black/African American Female
1038 Black/African American Female
1039        White/Caucasian Female
1040                   <NA> Female
1041        White/Caucasian Female
1042                  Other   Male
1043                   <NA> Female
1044                  Other   Male
1045        White/Caucasian Female
1046 Black/African American   Male
1047 Black/African American Female
1048        White/Caucasian   Male
1049        White/Caucasian   Male
1050        White/Caucasian   Male
1051        White/Caucasian Female
1052        White/Caucasian Female
1053                  Other Female
1054        White/Caucasian Female
1055        White/Caucasian   Male
1056        White/Caucasian Female
1057 Black/African American Female
1058        White/Caucasian Female
1059        White/Caucasian Female
1060 Black/African American Female
1061        White/Caucasian Female
1062 Black/African American   Male
1063 Black/African American Female
1064        White/Caucasian   Male
1065                   <NA>   Male
1066                  Other   Male
1067        White/Caucasian   Male
1068 Black/African American Female
1069                   <NA> Female
1070        White/Caucasian Female
1071        White/Caucasian Female
1072                   <NA> Female
1073 Black/African American   Male
1074        White/Caucasian Female
1075                  Other   Male
1076 Black/African American Female
1077        White/Caucasian   Male
1078 Black/African American Female
1079 Black/African American   Male
1080 Black/African American Female
1081                  Other Female
1082 Black/African American   Male
1083 Black/African American Female
1084                  Other Female
1085 Black/African American Female
1086        White/Caucasian   Male
1087 Black/African American Female
1088        White/Caucasian Female
1089 Black/African American   Male
1090                  Other   Male
1091        White/Caucasian   Male
1092        White/Caucasian Female
1093                   <NA>   Male
1094 Black/African American Female
1095        White/Caucasian Female
1096        White/Caucasian   Male
1097        White/Caucasian   Male
1098 Black/African American Female
1099        White/Caucasian   Male
1100        White/Caucasian   Male
1101        White/Caucasian   Male
1102        White/Caucasian Female
1103        White/Caucasian   Male
1104                  Other   Male
1105 Black/African American Female
1106                   <NA> Female
1107                   <NA> Female
1108        White/Caucasian Female
1109                   <NA> Female
1110        White/Caucasian Female
1111 Black/African American Female
1112        White/Caucasian   Male
1113                  Other Female
1114        White/Caucasian   Male
1115        White/Caucasian   Male
1116                   <NA> Female
1117        White/Caucasian Female
1118                  Other Female
1119        White/Caucasian   Male
1120        White/Caucasian   Male
1121        White/Caucasian   Male
1122                   <NA>   Male
1123        White/Caucasian   Male
1124        White/Caucasian   Male
1125                   <NA> Female
1126 Black/African American Female
1127        White/Caucasian Female
1128        White/Caucasian   Male
1129                   <NA>   Male
1130                  Other Female
1131        White/Caucasian Female
1132        White/Caucasian Female
1133        White/Caucasian Female
1134        White/Caucasian Female
1135        White/Caucasian   Male
1136        White/Caucasian Female
1137                   <NA>   Male
1138                  Other Female
1139                   <NA>   Male
1140                   <NA> Female
1141 Black/African American Female
1142 Black/African American Female
1143        White/Caucasian Female
1144 Black/African American Female
1145                   <NA> Female
1146        White/Caucasian   Male
1147        White/Caucasian   Male
1148        White/Caucasian   Male
1149                   <NA> Female
1150                   <NA>   Male
1151        White/Caucasian Female
1152 Black/African American Female
1153 Black/African American Female
1154        White/Caucasian   Male
1155 Black/African American   Male
1156 Black/African American Female
1157 Black/African American Female
1158 Black/African American Female
1159 Black/African American Female
1160        White/Caucasian   Male
1161 Black/African American Female
1162                   <NA> Female
1163                  Other   Male
1164 Black/African American Female
1165        White/Caucasian   Male
1166        White/Caucasian Female
1167        White/Caucasian   Male
1168        White/Caucasian   Male
1169        White/Caucasian   Male
1170        White/Caucasian Female
1171                   <NA> Female
1172                  Other   Male
1173                   <NA>   Male
1174 Black/African American   Male
1175        White/Caucasian Female
1176 Black/African American Female
1177        White/Caucasian   Male
1178        White/Caucasian   Male
1179                   <NA> Female
1180        White/Caucasian   Male
1181                   <NA> Female
1182 Black/African American Female
1183 Black/African American Female
1184                   <NA>   Male
1185                   <NA> Female
1186 Black/African American Female
1187        White/Caucasian   Male
1188        White/Caucasian   Male
1189        White/Caucasian   Male
1190                   <NA>   Male
1191                  Other   Male
1192 Black/African American Female
1193 Black/African American   Male
1194 Black/African American Female
1195        White/Caucasian   Male
1196 Black/African American Female
1197                   <NA> Female
1198        White/Caucasian Female
1199 Black/African American   Male
1200        White/Caucasian Female
1201 Black/African American Female
1202        White/Caucasian   Male
1203        White/Caucasian Female
1204 Black/African American Female
1205                   <NA> Female
1206                   <NA>   Male
1207 Black/African American Female
1208                   <NA>   Male
1209        White/Caucasian   Male
1210        White/Caucasian   Male
1211 Black/African American Female
1212 Black/African American Female
1213        White/Caucasian   Male
1214                   <NA> Female
1215 Black/African American   Male
1216 Black/African American Female
1217                  Other   Male
1218 Black/African American   Male
1219                   <NA> Female
1220        White/Caucasian   Male
1221                   <NA>   Male
1222                   <NA>   Male
1223        White/Caucasian   Male
1224                   <NA>   Male
1225 Black/African American   Male
1226                  Other Female
1227        White/Caucasian   Male
1228 Black/African American Female
1229        White/Caucasian   Male
1230        White/Caucasian   Male
1231 Black/African American   Male
1232 Black/African American Female
1233 Black/African American Female
1234                  Other Female
1235 Black/African American Female
1236        White/Caucasian Female
1237                  Other   Male
1238                   <NA>   Male
1239        White/Caucasian   Male
1240        White/Caucasian Female
1241        White/Caucasian   Male
1242 Black/African American   Male
1243 Black/African American   Male
1244        White/Caucasian Female
1245        White/Caucasian Female
1246 Black/African American Female
1247 Black/African American Female
1248        White/Caucasian   Male
1249                  Other   Male
1250                   <NA>   Male
1251        White/Caucasian Female
1252        White/Caucasian Female
1253                   <NA>   Male
1254 Black/African American   Male
1255                   <NA> Female
1256 Black/African American   Male
1257        White/Caucasian Female
1258 Black/African American   Male
1259        White/Caucasian Female
1260        White/Caucasian Female
1261 Black/African American Female
1262                  Other Female
1263                  Other   Male
1264                   <NA>   Male
1265 Black/African American Female
1266                   <NA> Female
1267        White/Caucasian Female
1268        White/Caucasian   Male
1269                  Other Female
1270        White/Caucasian   Male
1271                   <NA> Female
1272                   <NA>   Male
1273                  Other   Male
1274 Black/African American   Male
1275 Black/African American   Male
1276                   <NA>   Male
1277                   <NA> Female
1278 Black/African American   Male
1279 Black/African American   Male
1280 Black/African American Female
1281        White/Caucasian Female
1282        White/Caucasian Female
1283        White/Caucasian Female
1284                   <NA> Female
1285                   <NA> Female
1286 Black/African American Female
1287        White/Caucasian   Male
1288 Black/African American Female
1289 Black/African American   Male
1290                  Other Female
1291        White/Caucasian Female
1292                   <NA> Female
1293 Black/African American   Male
1294        White/Caucasian   Male
1295 Black/African American Female
1296        White/Caucasian   Male
1297 Black/African American Female
1298        White/Caucasian   Male
1299        White/Caucasian   Male
1300                  Other   Male
1301 Black/African American   Male
1302                  Other Female
1303 Black/African American Female
1304        White/Caucasian Female
1305                  Other Female
1306                   <NA>   Male
1307        White/Caucasian   Male
1308        White/Caucasian Female
1309                   <NA> Female
1310        White/Caucasian Female
1311                   <NA> Female
1312 Black/African American   Male
1313 Black/African American   Male
1314                  Other   Male
1315        White/Caucasian Female
1316        White/Caucasian Female
1317 Black/African American   Male
1318 Black/African American Female
1319                  Other Female
1320 Black/African American   Male
1321                  Other   Male
1322 Black/African American Female
1323                   <NA> Female
1324        White/Caucasian   Male
1325                   <NA> Female
1326        White/Caucasian Female
1327        White/Caucasian Female
1328                  Other Female
1329        White/Caucasian Female
1330 Black/African American Female
1331                  Other   Male
1332        White/Caucasian Female
1333        White/Caucasian Female
1334 Black/African American Female
1335                   <NA> Female
1336                   <NA> Female
1337 Black/African American Female
1338        White/Caucasian Female
1339                  Other   Male
1340 Black/African American   Male
1341        White/Caucasian   Male
1342        White/Caucasian   Male
1343                   <NA> Female
1344 Black/African American Female
1345 Black/African American   Male
1346 Black/African American   Male
1347 Black/African American Female
1348                   <NA>   Male
1349 Black/African American Female
1350        White/Caucasian Female
1351                   <NA>   Male
1352                   <NA> Female
1353        White/Caucasian   Male
1354                  Other Female
1355 Black/African American   Male
1356 Black/African American   Male
1357        White/Caucasian Female
1358 Black/African American   Male
1359                  Other Female
1360 Black/African American Female
1361        White/Caucasian   Male
1362 Black/African American Female
1363        White/Caucasian Female
1364                  Other Female
1365                   <NA> Female
1366        White/Caucasian Female
1367 Black/African American Female
1368        White/Caucasian Female
1369 Black/African American Female
1370                   <NA> Female
1371                   <NA>   Male
1372        White/Caucasian Female
1373                   <NA>   Male
1374                  Other Female
1375                   <NA> Female
1376 Black/African American Female
1377 Black/African American Female
1378 Black/African American Female
1379                   <NA>   Male
1380                   <NA> Female
1381        White/Caucasian Female
1382 Black/African American Female
1383        White/Caucasian   Male
1384        White/Caucasian Female
1385                   <NA> Female
1386                  Other Female
1387        White/Caucasian   Male
1388 Black/African American   Male
1389                  Other   Male
1390        White/Caucasian Female
1391 Black/African American Female
1392                   <NA>   Male
1393                   <NA> Female
1394 Black/African American Female
1395 Black/African American Female
1396        White/Caucasian Female
1397        White/Caucasian Female
1398        White/Caucasian   Male
1399        White/Caucasian Female
1400        White/Caucasian   Male
1401        White/Caucasian Female
1402 Black/African American   Male
1403        White/Caucasian Female
1404        White/Caucasian   Male
1405                  Other Female
1406                   <NA> Female
1407                   <NA>   Male
1408        White/Caucasian Female
1409        White/Caucasian   Male
1410                   <NA>   Male
1411                   <NA> Female
1412 Black/African American   Male
1413                  Other   Male
1414                  Other   Male
1415                  Other   Male
1416        White/Caucasian Female
1417 Black/African American Female
1418                  Other Female
1419        White/Caucasian Female
1420                  Other   Male
1421        White/Caucasian   Male
1422                   <NA>   Male
1423        White/Caucasian Female
1424 Black/African American   Male
1425        White/Caucasian Female
1426                   <NA>   Male
1427                  Other Female
1428 Black/African American   Male
1429 Black/African American   Male
1430        White/Caucasian Female
1431        White/Caucasian Female
1432                  Other Female
1433        White/Caucasian   Male
1434        White/Caucasian Female
1435 Black/African American Female
1436        White/Caucasian Female
1437        White/Caucasian   Male
1438        White/Caucasian   Male
1439 Black/African American Female
1440 Black/African American Female
1441                   <NA>   Male
1442        White/Caucasian   Male
1443 Black/African American Female
1444        White/Caucasian   Male
1445 Black/African American   Male
1446        White/Caucasian   Male
1447        White/Caucasian   Male
1448                   <NA>   Male
1449        White/Caucasian Female
1450        White/Caucasian Female
1451                   <NA> Female
1452                   <NA>   Male
1453                  Other Female
1454 Black/African American Female
1455        White/Caucasian Female
1456 Black/African American   Male
1457        White/Caucasian   Male
1458        White/Caucasian Female
1459        White/Caucasian Female
1460                   <NA>   Male
1461        White/Caucasian   Male
1462 Black/African American   Male
1463 Black/African American Female
1464                   <NA> Female
1465                   <NA> Female
1466 Black/African American Female
1467                   <NA> Female
1468        White/Caucasian Female
1469        White/Caucasian   Male
1470                  Other   Male
1471        White/Caucasian Female
1472 Black/African American Female
1473 Black/African American   Male
1474                   <NA> Female
1475 Black/African American Female
1476 Black/African American   Male
1477                   <NA>   Male
1478                  Other Female
1479 Black/African American Female
1480                   <NA> Female
1481                   <NA> Female
1482 Black/African American   Male
1483                   <NA> Female
1484 Black/African American   Male
1485                  Other Female
1486                   <NA>   Male
1487                   <NA> Female
1488        White/Caucasian Female
1489                   <NA>   Male
1490                   <NA> Female
1491        White/Caucasian   Male
1492                  Other   Male
1493        White/Caucasian   Male
1494 Black/African American Female
1495 Black/African American Female
1496 Black/African American   Male
1497                   <NA> Female
1498                   <NA> Female
1499                   <NA>   Male
1500                   <NA> Female
1501 Black/African American   Male
1502        White/Caucasian Female
1503        White/Caucasian   Male
1504        White/Caucasian   Male
1505 Black/African American Female
1506 Black/African American Female
1507                  Other Female
1508        White/Caucasian   Male
1509                   <NA>   Male
1510        White/Caucasian Female
1511 Black/African American   Male
1512        White/Caucasian   Male
1513 Black/African American   Male
1514        White/Caucasian Female
1515 Black/African American Female
1516                   <NA> Female
1517                  Other   Male
1518                   <NA> Female
1519                  Other Female
1520 Black/African American   Male
1521 Black/African American   Male
1522 Black/African American   Male
1523 Black/African American Female
1524 Black/African American   Male
1525                   <NA>   Male
1526 Black/African American   Male
1527 Black/African American   Male
1528 Black/African American Female
1529        White/Caucasian Female
1530        White/Caucasian Female
1531        White/Caucasian Female
1532 Black/African American Female
1533 Black/African American   Male
1534                   <NA> Female
1535 Black/African American Female
1536                  Other   Male
1537        White/Caucasian   Male
1538                   <NA> Female
1539 Black/African American Female
1540                  Other Female
1541        White/Caucasian   Male
1542        White/Caucasian   Male
1543        White/Caucasian   Male
1544        White/Caucasian Female
1545        White/Caucasian Female
1546        White/Caucasian Female
1547 Black/African American   Male
1548 Black/African American Female
1549        White/Caucasian   Male
1550                   <NA> Female
1551                  Other   Male
1552 Black/African American Female
1553                  Other   Male
1554        White/Caucasian   Male
1555                   <NA>   Male
1556        White/Caucasian Female
1557                   <NA> Female
1558                   <NA> Female
1559        White/Caucasian   Male
1560 Black/African American   Male
1561        White/Caucasian   Male
1562 Black/African American Female
1563 Black/African American Female
1564 Black/African American Female
1565 Black/African American Female
1566                  Other   Male
1567                  Other Female
1568        White/Caucasian Female
1569        White/Caucasian   Male
1570        White/Caucasian Female
1571                   <NA> Female
1572        White/Caucasian Female
1573        White/Caucasian   Male
1574                   <NA> Female
1575                   <NA>   Male
1576 Black/African American   Male
1577 Black/African American Female
1578                   <NA> Female
1579        White/Caucasian Female
1580 Black/African American   Male
1581        White/Caucasian Female
1582 Black/African American Female
1583        White/Caucasian Female
1584 Black/African American   Male
1585        White/Caucasian Female
1586        White/Caucasian   Male
1587        White/Caucasian Female
1588                   <NA>   Male
1589        White/Caucasian Female
1590        White/Caucasian Female
1591 Black/African American Female
1592        White/Caucasian Female
1593                   <NA> Female
1594 Black/African American   Male
1595 Black/African American   Male
1596                  Other Female
1597        White/Caucasian Female
1598        White/Caucasian Female
1599        White/Caucasian Female
1600 Black/African American   Male
1601                  Other Female
1602 Black/African American   Male
1603        White/Caucasian Female
1604        White/Caucasian   Male
1605        White/Caucasian   Male
1606 Black/African American Female
1607 Black/African American   Male
1608                   <NA>   Male
1609        White/Caucasian   Male
1610                  Other Female
1611        White/Caucasian   Male
1612        White/Caucasian   Male
1613                  Other Female
1614                   <NA>   Male
1615                   <NA> Female
1616                   <NA> Female
1617        White/Caucasian   Male
1618                   <NA>   Male
1619        White/Caucasian Female
1620                   <NA> Female
1621        White/Caucasian   Male
1622 Black/African American Female
1623                   <NA> Female
1624        White/Caucasian Female
1625 Black/African American Female
1626        White/Caucasian   Male
1627 Black/African American Female
1628        White/Caucasian   Male
1629                  Other   Male
1630 Black/African American Female
1631        White/Caucasian   Male
1632        White/Caucasian Female
1633                   <NA>   Male
1634 Black/African American   Male
1635 Black/African American   Male
1636                   <NA> Female
1637 Black/African American   Male
1638        White/Caucasian Female
1639                   <NA> Female
1640                  Other   Male
1641 Black/African American Female
1642 Black/African American Female
1643 Black/African American   Male
1644                  Other   Male
1645                   <NA>   Male
1646        White/Caucasian Female
1647 Black/African American   Male
1648        White/Caucasian Female
1649                   <NA> Female
1650                   <NA> Female
1651        White/Caucasian Female
1652 Black/African American   Male
1653                   <NA>   Male
1654 Black/African American   Male
1655 Black/African American Female
1656        White/Caucasian   Male
1657                  Other   Male
1658                   <NA> Female
1659        White/Caucasian Female
1660        White/Caucasian Female
1661        White/Caucasian Female
1662        White/Caucasian   Male
1663                   <NA>   Male
1664                   <NA> Female
1665 Black/African American   Male
1666        White/Caucasian Female
1667 Black/African American   Male
1668        White/Caucasian   Male
1669                  Other   Male
1670                   <NA> Female
1671                  Other Female
1672                  Other   Male
1673                   <NA> Female
1674 Black/African American   Male
1675                   <NA>   Male
1676                  Other Female
1677 Black/African American   Male
1678                   <NA>   Male
1679        White/Caucasian   Male
1680 Black/African American   Male
1681        White/Caucasian   Male
1682        White/Caucasian Female
1683                  Other   Male
1684                   <NA>   Male
1685 Black/African American   Male
1686                   <NA> Female
1687                   <NA>   Male
1688                  Other Female
1689                   <NA> Female
1690 Black/African American   Male
1691                   <NA>   Male
1692 Black/African American Female
1693        White/Caucasian   Male
1694        White/Caucasian   Male
1695                   <NA> Female
1696                  Other   Male
1697        White/Caucasian   Male
1698                   <NA>   Male
1699 Black/African American Female
1700        White/Caucasian   Male
1701                   <NA> Female
1702                   <NA> Female
1703 Black/African American   Male
1704        White/Caucasian Female
1705                  Other   Male
1706                  Other   Male
1707 Black/African American   Male
1708        White/Caucasian Female
1709        White/Caucasian   Male
1710        White/Caucasian Female
1711        White/Caucasian   Male
1712                  Other Female
1713 Black/African American Female
1714 Black/African American Female
1715        White/Caucasian Female
1716                  Other Female
1717 Black/African American Female
1718 Black/African American Female
1719        White/Caucasian Female
1720        White/Caucasian   Male
1721        White/Caucasian   Male
1722        White/Caucasian Female
1723 Black/African American Female
1724        White/Caucasian Female
1725        White/Caucasian   Male
1726 Black/African American Female
1727        White/Caucasian Female
1728                  Other   Male
1729 Black/African American Female
1730 Black/African American Female
1731 Black/African American Female
1732        White/Caucasian   Male
1733        White/Caucasian   Male
1734        White/Caucasian Female
1735                  Other Female
1736 Black/African American   Male
1737                   <NA> Female
1738 Black/African American   Male
1739        White/Caucasian   Male
1740                  Other   Male
1741 Black/African American   Male
1742        White/Caucasian Female
1743        White/Caucasian   Male
1744        White/Caucasian Female
1745        White/Caucasian   Male
1746 Black/African American   Male
1747        White/Caucasian Female
1748 Black/African American   Male
1749        White/Caucasian Female
1750 Black/African American   Male
1751                   <NA>   Male
1752        White/Caucasian Female
1753        White/Caucasian Female
1754                  Other Female
1755                   <NA>   Male
1756        White/Caucasian Female
1757        White/Caucasian   Male
1758        White/Caucasian Female
1759        White/Caucasian Female
1760 Black/African American Female
1761        White/Caucasian   Male
1762 Black/African American Female
1763        White/Caucasian Female
1764        White/Caucasian Female
1765 Black/African American Female
1766 Black/African American   Male
1767                   <NA>   Male
1768        White/Caucasian Female
1769                  Other   Male
1770 Black/African American Female
1771        White/Caucasian Female
1772 Black/African American   Male
1773 Black/African American   Male
1774 Black/African American   Male
1775        White/Caucasian Female
1776                   <NA>   Male
1777                  Other   Male
1778 Black/African American Female
1779        White/Caucasian   Male
1780        White/Caucasian   Male
1781                  Other   Male
1782        White/Caucasian   Male
1783 Black/African American Female
1784        White/Caucasian   Male
1785 Black/African American Female
1786                   <NA>   Male
1787 Black/African American   Male
1788 Black/African American Female
1789 Black/African American Female
1790                  Other   Male
1791        White/Caucasian Female
1792                   <NA> Female
1793 Black/African American   Male
1794 Black/African American Female
1795        White/Caucasian   Male
1796                   <NA>   Male
1797                  Other Female
1798                   <NA> Female
1799 Black/African American   Male
1800        White/Caucasian   Male
1801                   <NA> Female
1802        White/Caucasian   Male
1803 Black/African American Female
1804                  Other Female
1805        White/Caucasian Female
1806        White/Caucasian Female
1807 Black/African American Female
1808 Black/African American Female
1809 Black/African American   Male
1810                   <NA>   Male
1811        White/Caucasian Female
1812 Black/African American Female
1813                  Other Female
1814                   <NA>   Male
1815 Black/African American Female
1816        White/Caucasian   Male
1817        White/Caucasian   Male
1818 Black/African American   Male
1819                   <NA>   Male
1820                  Other Female
1821        White/Caucasian Female
1822 Black/African American   Male
1823        White/Caucasian Female
1824                  Other   Male
1825        White/Caucasian Female
1826        White/Caucasian   Male
1827                   <NA> Female
1828                   <NA> Female
1829        White/Caucasian Female
1830 Black/African American Female
1831                   <NA>   Male
1832        White/Caucasian Female
1833        White/Caucasian   Male
1834                   <NA> Female
1835 Black/African American Female
1836                   <NA> Female
1837 Black/African American Female
1838 Black/African American   Male
1839                   <NA> Female
1840        White/Caucasian Female
1841        White/Caucasian   Male
1842 Black/African American   Male
1843        White/Caucasian   Male
1844 Black/African American   Male
1845        White/Caucasian   Male
1846        White/Caucasian Female
1847 Black/African American Female
1848        White/Caucasian   Male
1849                   <NA>   Male
1850                   <NA> Female
1851        White/Caucasian Female
1852                   <NA>   Male
1853        White/Caucasian Female
1854 Black/African American Female
1855        White/Caucasian   Male
1856 Black/African American   Male
1857 Black/African American Female
1858        White/Caucasian Female
1859        White/Caucasian Female
1860                  Other Female
1861                  Other Female
1862        White/Caucasian   Male
1863                   <NA>   Male
1864                  Other Female
1865 Black/African American Female
1866        White/Caucasian   Male
1867 Black/African American   Male
1868        White/Caucasian   Male
1869                  Other Female
1870 Black/African American Female
1871                  Other Female
1872                   <NA> Female
1873        White/Caucasian Female
1874        White/Caucasian Female
1875                  Other Female
1876                   <NA>   Male
1877        White/Caucasian   Male
1878                  Other Female
1879 Black/African American Female
1880                   <NA>   Male
1881 Black/African American Female
1882 Black/African American Female
1883 Black/African American Female
1884        White/Caucasian Female
1885 Black/African American   Male
1886        White/Caucasian   Male
1887                   <NA>   Male
1888 Black/African American Female
1889                   <NA> Female
1890 Black/African American Female
1891        White/Caucasian   Male
1892 Black/African American Female
1893                   <NA> Female
1894 Black/African American Female
1895        White/Caucasian   Male
1896        White/Caucasian   Male
1897        White/Caucasian Female
1898 Black/African American   Male
1899        White/Caucasian Female
1900 Black/African American Female
1901        White/Caucasian Female
1902 Black/African American Female
1903 Black/African American   Male
1904 Black/African American Female
1905        White/Caucasian Female
1906        White/Caucasian   Male
1907        White/Caucasian   Male
1908                   <NA> Female
1909        White/Caucasian Female
1910        White/Caucasian Female
1911                  Other   Male
1912        White/Caucasian Female
1913        White/Caucasian   Male
1914                   <NA> Female
1915        White/Caucasian Female
1916                  Other   Male
1917 Black/African American Female
1918        White/Caucasian Female
1919        White/Caucasian Female
1920 Black/African American Female
1921                   <NA>   Male
1922                   <NA> Female
1923 Black/African American Female
1924        White/Caucasian Female
1925        White/Caucasian Female
1926                   <NA> Female
1927        White/Caucasian   Male
1928        White/Caucasian Female
1929        White/Caucasian   Male
1930                  Other Female
1931        White/Caucasian Female
1932                   <NA>   Male
1933        White/Caucasian   Male
1934        White/Caucasian   Male
1935                   <NA> Female
1936 Black/African American Female
1937 Black/African American   Male
1938 Black/African American Female
1939 Black/African American Female
1940                   <NA> Female
1941                  Other Female
1942        White/Caucasian Female
1943 Black/African American   Male
1944        White/Caucasian   Male
1945                   <NA> Female
1946 Black/African American   Male
1947                   <NA> Female
1948                  Other Female
1949        White/Caucasian   Male
1950                   <NA>   Male
1951        White/Caucasian Female
1952        White/Caucasian Female
1953 Black/African American Female
1954                  Other Female
1955        White/Caucasian   Male
1956 Black/African American Female
1957                  Other Female
1958 Black/African American Female
1959 Black/African American Female
1960        White/Caucasian Female
1961 Black/African American Female
1962        White/Caucasian Female
1963        White/Caucasian Female
1964        White/Caucasian Female
1965 Black/African American   Male
1966 Black/African American Female
1967                   <NA>   Male
1968 Black/African American   Male
1969 Black/African American   Male
1970        White/Caucasian   Male
1971 Black/African American Female
1972 Black/African American   Male
1973                  Other Female
1974 Black/African American   Male
1975 Black/African American   Male
1976        White/Caucasian   Male
1977        White/Caucasian Female
1978                   <NA> Female
1979        White/Caucasian   Male
1980        White/Caucasian Female
1981 Black/African American Female
1982        White/Caucasian Female
1983 Black/African American Female
1984        White/Caucasian Female
1985        White/Caucasian   Male
1986        White/Caucasian Female
1987        White/Caucasian   Male
1988 Black/African American Female
1989                  Other   Male
1990        White/Caucasian Female
1991 Black/African American Female
1992        White/Caucasian Female
1993 Black/African American Female
1994                   <NA> Female
1995                   <NA> Female
1996        White/Caucasian   Male
1997 Black/African American Female
1998        White/Caucasian Female
1999                  Other Female
2000        White/Caucasian Female
2001                   <NA> Female
2002 Black/African American Female
2003        White/Caucasian   Male
2004        White/Caucasian   Male
2005 Black/African American Female
2006 Black/African American   Male
2007 Black/African American Female
2008                  Other Female
2009 Black/African American Female
2010        White/Caucasian Female
2011                  Other Female
2012        White/Caucasian   Male
2013        White/Caucasian   Male
2014        White/Caucasian Female
2015                  Other Female
2016                  Other   Male
2017 Black/African American Female
2018                   <NA>   Male
2019                  Other   Male
2020                  Other   Male
2021        White/Caucasian   Male
2022 Black/African American   Male
2023                  Other Female
2024                  Other Female
2025        White/Caucasian   Male
2026        White/Caucasian   Male
2027                   <NA>   Male
2028                   <NA>   Male
2029                  Other Female
2030        White/Caucasian Female
2031        White/Caucasian   Male
2032        White/Caucasian   Male
2033 Black/African American Female
2034 Black/African American Female
2035        White/Caucasian Female
2036                   <NA> Female
2037                  Other   Male
2038                  Other   Male
2039 Black/African American Female
2040 Black/African American Female
2041 Black/African American   Male
2042 Black/African American   Male
2043        White/Caucasian Female
2044 Black/African American   Male
2045        White/Caucasian   Male
2046 Black/African American   Male
2047        White/Caucasian Female
2048        White/Caucasian   Male
2049        White/Caucasian Female
2050        White/Caucasian Female
2051        White/Caucasian   Male
2052 Black/African American   Male
2053        White/Caucasian Female
2054                   <NA> Female
2055                  Other Female
2056        White/Caucasian   Male
2057                  Other Female
2058 Black/African American   Male
2059 Black/African American Female
2060        White/Caucasian Female
2061        White/Caucasian   Male
2062                   <NA> Female
2063                   <NA> Female
2064                   <NA> Female
2065                  Other Female
2066        White/Caucasian Female
2067 Black/African American   Male
2068                  Other   Male
2069 Black/African American Female
2070 Black/African American Female
2071                  Other Female
2072        White/Caucasian Female
2073 Black/African American Female
2074                  Other Female
2075        White/Caucasian   Male
2076                  Other Female
2077        White/Caucasian   Male
2078        White/Caucasian   Male
2079                  Other Female
2080 Black/African American Female
2081        White/Caucasian Female
2082        White/Caucasian Female
2083                   <NA>   Male
2084        White/Caucasian   Male
2085 Black/African American Female
2086 Black/African American   Male
2087 Black/African American Female
2088        White/Caucasian Female
2089                   <NA> Female
2090        White/Caucasian   Male
2091 Black/African American   Male
2092 Black/African American   Male
2093                  Other Female
2094 Black/African American   Male
2095        White/Caucasian   Male
2096 Black/African American Female
2097        White/Caucasian   Male
2098 Black/African American Female
2099                   <NA> Female
2100                   <NA> Female
2101        White/Caucasian Female
2102        White/Caucasian Female
2103 Black/African American Female
2104        White/Caucasian Female
2105                   <NA>   Male
2106 Black/African American Female
2107                   <NA>   Male
2108                  Other Female
2109        White/Caucasian Female
2110 Black/African American   Male
2111                  Other Female
2112                  Other Female
2113        White/Caucasian   Male
2114 Black/African American Female
2115                  Other   Male
2116                   <NA> Female
2117                   <NA> Female
2118        White/Caucasian Female
2119                   <NA> Female
2120 Black/African American Female
2121        White/Caucasian Female
2122 Black/African American   Male
2123 Black/African American Female
2124 Black/African American   Male
2125                   <NA> Female
2126        White/Caucasian   Male
2127        White/Caucasian Female
2128 Black/African American Female
2129        White/Caucasian   Male
2130        White/Caucasian   Male
2131        White/Caucasian   Male
2132 Black/African American Female
2133        White/Caucasian   Male
2134 Black/African American   Male
2135 Black/African American Female
2136 Black/African American Female
2137        White/Caucasian Female
2138 Black/African American   Male
2139        White/Caucasian   Male
2140                  Other Female
2141                  Other Female
2142 Black/African American   Male
2143                   <NA> Female
2144        White/Caucasian   Male
2145 Black/African American Female
2146                  Other Female
2147 Black/African American   Male
2148        White/Caucasian Female
2149 Black/African American   Male
2150 Black/African American Female
2151        White/Caucasian   Male
2152                  Other Female
2153 Black/African American Female
2154                   <NA> Female
2155                  Other Female
2156        White/Caucasian Female
2157 Black/African American Female
2158        White/Caucasian Female
2159 Black/African American   Male
2160                  Other Female
2161 Black/African American   Male
2162        White/Caucasian Female
2163                  Other Female
2164 Black/African American   Male
2165        White/Caucasian   Male
2166                   <NA> Female
2167                   <NA> Female
2168 Black/African American Female
2169                  Other Female
2170 Black/African American   Male
2171                  Other Female
2172        White/Caucasian Female
2173        White/Caucasian   Male
2174 Black/African American Female
2175                  Other   Male
2176        White/Caucasian Female
2177 Black/African American Female
2178 Black/African American Female
2179 Black/African American Female
2180        White/Caucasian   Male
2181                  Other Female
2182        White/Caucasian Female
2183        White/Caucasian   Male
2184 Black/African American   Male
2185                   <NA> Female
2186        White/Caucasian   Male
2187                   <NA>   Male
2188        White/Caucasian   Male
2189                   <NA>   Male
2190                  Other Female
2191                   <NA> Female
2192 Black/African American Female
2193        White/Caucasian Female
2194 Black/African American Female
2195 Black/African American Female
2196        White/Caucasian   Male
2197                   <NA> Female
2198                  Other   Male
2199                  Other Female
2200                  Other Female
2201        White/Caucasian   Male
2202                   <NA>   Male
2203 Black/African American   Male
2204        White/Caucasian   Male
2205 Black/African American Female
2206                  Other Female
2207        White/Caucasian   Male
2208                   <NA>   Male
2209                   <NA>   Male
2210 Black/African American Female
2211                  Other Female
2212 Black/African American Female
2213                   <NA>   Male
2214        White/Caucasian   Male
2215 Black/African American   Male
2216        White/Caucasian   Male
2217 Black/African American Female
2218                   <NA>   Male
2219        White/Caucasian   Male
2220        White/Caucasian Female
2221                   <NA> Female
2222                   <NA>   Male
2223        White/Caucasian   Male
2224        White/Caucasian   Male
2225                   <NA> Female
2226 Black/African American   Male
2227        White/Caucasian   Male
2228        White/Caucasian Female
2229 Black/African American Female
2230 Black/African American   Male
2231        White/Caucasian Female
2232 Black/African American   Male
2233        White/Caucasian   Male
2234        White/Caucasian Female
2235                   <NA> Female
2236        White/Caucasian   Male
2237        White/Caucasian   Male
2238                  Other Female
2239        White/Caucasian Female
2240                  Other Female
2241                   <NA> Female
2242 Black/African American   Male
2243        White/Caucasian   Male
2244                   <NA>   Male
2245                  Other Female
2246        White/Caucasian   Male
2247                  Other Female
2248                   <NA>   Male
2249        White/Caucasian   Male
2250                  Other Female
2251        White/Caucasian   Male
2252 Black/African American Female
2253                  Other Female
2254 Black/African American Female
2255 Black/African American   Male
2256 Black/African American   Male
2257        White/Caucasian Female
2258 Black/African American Female
2259                  Other Female
2260        White/Caucasian   Male
2261 Black/African American Female
2262        White/Caucasian   Male
2263                  Other Female
2264 Black/African American Female
2265                   <NA> Female
2266                  Other Female
2267 Black/African American Female
2268        White/Caucasian   Male
2269                  Other   Male
2270                   <NA> Female
2271 Black/African American Female
2272 Black/African American Female
2273        White/Caucasian   Male
2274        White/Caucasian   Male
2275 Black/African American   Male
2276 Black/African American   Male
2277        White/Caucasian   Male
2278        White/Caucasian   Male
2279 Black/African American Female
2280        White/Caucasian   Male
2281        White/Caucasian   Male
2282 Black/African American   Male
2283 Black/African American   Male
2284                   <NA> Female
2285        White/Caucasian Female
2286 Black/African American Female
2287                  Other Female
2288                  Other   Male
2289                  Other   Male
2290                  Other   Male
2291        White/Caucasian   Male
2292        White/Caucasian Female
2293 Black/African American   Male
2294 Black/African American   Male
2295 Black/African American Female
2296                  Other Female
2297 Black/African American Female
2298                   <NA>   Male
2299                   <NA>   Male
2300                   <NA>   Male
2301                   <NA> Female
2302                   <NA>   Male
2303 Black/African American   Male
2304                   <NA> Female
2305 Black/African American   Male
2306                   <NA>   Male
2307                  Other Female
2308                   <NA>   Male
2309                  Other Female
2310        White/Caucasian   Male
2311 Black/African American   Male
2312 Black/African American Female
2313 Black/African American Female
2314                  Other Female
2315        White/Caucasian   Male
2316        White/Caucasian Female
2317 Black/African American Female
2318                   <NA>   Male
2319        White/Caucasian   Male
2320        White/Caucasian Female
2321                   <NA> Female
2322 Black/African American Female
2323                   <NA>   Male
2324 Black/African American   Male
2325 Black/African American   Male
2326                  Other   Male
2327        White/Caucasian   Male
2328 Black/African American   Male
2329        White/Caucasian Female
2330                   <NA>   Male
2331 Black/African American Female
2332        White/Caucasian Female
2333        White/Caucasian Female
2334        White/Caucasian Female
2335 Black/African American   Male
2336        White/Caucasian Female
2337 Black/African American   Male
2338 Black/African American Female
2339 Black/African American Female
2340 Black/African American Female
2341 Black/African American Female
2342 Black/African American   Male
2343                   <NA>   Male
2344                   <NA> Female
2345                   <NA>   Male
2346 Black/African American Female
2347        White/Caucasian   Male
2348        White/Caucasian   Male
2349                   <NA>   Male
2350                   <NA>   Male
2351        White/Caucasian Female
2352 Black/African American Female
2353 Black/African American   Male
2354 Black/African American Female
2355        White/Caucasian Female
2356        White/Caucasian Female
2357        White/Caucasian Female
2358                  Other Female
2359                   <NA>   Male
2360 Black/African American   Male
2361        White/Caucasian Female
2362 Black/African American Female
2363        White/Caucasian Female
2364                   <NA>   Male
2365                   <NA>   Male
2366 Black/African American Female
2367        White/Caucasian   Male
2368        White/Caucasian   Male
2369 Black/African American   Male
2370 Black/African American   Male
2371 Black/African American Female
2372                   <NA> Female
2373                   <NA>   Male
2374                  Other   Male
2375 Black/African American Female
2376                   <NA> Female
2377                   <NA>   Male
2378        White/Caucasian   Male
2379                   <NA> Female
2380                   <NA>   Male
2381 Black/African American Female
2382        White/Caucasian Female
2383 Black/African American Female
2384        White/Caucasian   Male
2385        White/Caucasian   Male
2386                  Other Female
2387        White/Caucasian Female
2388        White/Caucasian Female
2389                   <NA>   Male
2390                  Other   Male
2391        White/Caucasian Female
2392        White/Caucasian Female
2393 Black/African American   Male
2394                   <NA> Female
2395        White/Caucasian Female
2396                   <NA> Female
2397 Black/African American Female
2398 Black/African American   Male
2399 Black/African American Female
2400        White/Caucasian   Male
2401        White/Caucasian   Male
2402        White/Caucasian   Male
2403        White/Caucasian Female
2404        White/Caucasian   Male
2405 Black/African American Female
2406        White/Caucasian Female
2407 Black/African American   Male
2408                   <NA> Female
2409 Black/African American Female
2410        White/Caucasian Female
2411 Black/African American Female
2412        White/Caucasian   Male
2413                   <NA>   Male
2414        White/Caucasian   Male
2415 Black/African American   Male
2416        White/Caucasian Female
2417        White/Caucasian   Male
2418                  Other Female
2419 Black/African American Female
2420 Black/African American Female
2421        White/Caucasian Female
2422 Black/African American   Male
2423        White/Caucasian   Male
2424        White/Caucasian   Male
2425 Black/African American   Male
2426 Black/African American Female
2427                  Other Female
2428        White/Caucasian   Male
2429 Black/African American Female
2430        White/Caucasian Female
2431        White/Caucasian   Male
2432        White/Caucasian   Male
2433                  Other Female
2434        White/Caucasian Female
2435                  Other   Male
2436 Black/African American Female
2437 Black/African American   Male
2438        White/Caucasian Female
2439        White/Caucasian Female
2440                   <NA> Female
2441 Black/African American   Male
2442                   <NA> Female
2443 Black/African American Female
2444                  Other   Male
2445        White/Caucasian   Male
2446                   <NA> Female
2447 Black/African American Female
2448        White/Caucasian Female
2449                  Other   Male
2450 Black/African American Female
2451 Black/African American Female
2452 Black/African American Female
2453 Black/African American Female
2454        White/Caucasian   Male
2455 Black/African American Female
2456                  Other Female
2457                  Other   Male
2458 Black/African American   Male
2459 Black/African American Female
2460                  Other Female
2461                   <NA>   Male
2462 Black/African American   Male
2463        White/Caucasian Female
2464                  Other Female
2465                   <NA> Female
2466        White/Caucasian   Male
2467        White/Caucasian   Male
2468 Black/African American   Male
2469        White/Caucasian Female
2470        White/Caucasian Female
2471 Black/African American   Male
2472                  Other Female
2473        White/Caucasian   Male
2474                  Other Female
2475 Black/African American Female
2476        White/Caucasian Female
2477                   <NA> Female
2478        White/Caucasian Female
2479        White/Caucasian   Male
2480                   <NA>   Male
2481        White/Caucasian Female
2482 Black/African American   Male
2483 Black/African American Female
2484 Black/African American   Male
2485 Black/African American   Male
2486        White/Caucasian Female
2487 Black/African American Female
2488                  Other Female
2489 Black/African American   Male
2490        White/Caucasian Female
2491 Black/African American Female
2492 Black/African American Female
2493        White/Caucasian   Male
2494        White/Caucasian Female
2495                   <NA>   Male
2496 Black/African American   Male
2497                  Other   Male
2498                   <NA> Female
2499        White/Caucasian Female
2500        White/Caucasian   Male
2501        White/Caucasian Female
2502                   <NA>   Male
2503                   <NA> Female
2504        White/Caucasian Female
2505                   <NA>   Male
2506                  Other Female
2507        White/Caucasian   Male
2508        White/Caucasian Female
2509 Black/African American   Male
2510                   <NA> Female
2511        White/Caucasian Female
2512 Black/African American Female
2513 Black/African American Female
2514                   <NA> Female
2515        White/Caucasian Female
2516                   <NA> Female
2517 Black/African American Female
2518        White/Caucasian   Male
2519                   <NA> Female
2520                  Other Female
2521 Black/African American   Male
2522                   <NA>   Male
2523 Black/African American   Male
2524                   <NA> Female
2525        White/Caucasian Female
2526 Black/African American   Male
2527        White/Caucasian   Male
2528 Black/African American Female
2529        White/Caucasian   Male
2530                   <NA> Female
2531                   <NA> Female
2532                  Other Female
2533 Black/African American Female
2534 Black/African American Female
2535        White/Caucasian Female
2536 Black/African American Female
2537        White/Caucasian Female
2538 Black/African American   Male
2539 Black/African American   Male
2540        White/Caucasian   Male
2541                  Other   Male
2542 Black/African American Female
2543        White/Caucasian Female
2544        White/Caucasian   Male
2545                   <NA>   Male
2546 Black/African American Female
2547                   <NA> Female
2548                  Other   Male
2549 Black/African American   Male
2550 Black/African American   Male
2551 Black/African American   Male
2552 Black/African American Female
2553 Black/African American Female
2554                   <NA>   Male
2555        White/Caucasian   Male
2556        White/Caucasian Female
2557 Black/African American Female
2558 Black/African American   Male
2559                   <NA> Female
2560        White/Caucasian   Male
2561 Black/African American Female
2562        White/Caucasian   Male
2563        White/Caucasian   Male
2564 Black/African American Female
2565        White/Caucasian   Male
2566        White/Caucasian   Male
2567        White/Caucasian Female
2568        White/Caucasian Female
2569        White/Caucasian   Male
2570        White/Caucasian Female
2571        White/Caucasian Female
2572                  Other   Male
2573 Black/African American Female
2574 Black/African American   Male
2575                  Other   Male
2576 Black/African American Female
2577 Black/African American Female
2578                   <NA> Female
2579                  Other Female
2580                  Other   Male
2581        White/Caucasian Female
2582        White/Caucasian Female
2583                  Other   Male
2584 Black/African American Female
2585                   <NA>   Male
2586        White/Caucasian Female
2587                  Other   Male
2588                   <NA> Female
2589                  Other Female
2590                   <NA> Female
2591 Black/African American Female
2592        White/Caucasian Female
2593        White/Caucasian Female
2594 Black/African American   Male
2595 Black/African American   Male
2596                   <NA>   Male
2597        White/Caucasian Female
2598 Black/African American Female
2599 Black/African American   Male
2600                  Other Female
2601 Black/African American   Male
2602 Black/African American   Male
2603 Black/African American Female
2604                  Other   Male
2605                   <NA> Female
2606                  Other Female
2607                   <NA> Female
2608        White/Caucasian Female
2609 Black/African American Female
2610 Black/African American Female
2611                  Other   Male
2612 Black/African American Female
2613                   <NA> Female
2614        White/Caucasian Female
2615                   <NA> Female
2616        White/Caucasian   Male
2617                   <NA>   Male
2618                  Other   Male
2619 Black/African American Female
2620 Black/African American Female
2621        White/Caucasian Female
2622 Black/African American   Male
2623 Black/African American   Male
2624 Black/African American   Male
2625        White/Caucasian   Male
2626 Black/African American   Male
2627                   <NA>   Male
2628                  Other Female
2629                  Other   Male
2630        White/Caucasian   Male
2631        White/Caucasian Female
2632 Black/African American Female
2633                  Other Female
2634        White/Caucasian   Male
2635        White/Caucasian   Male
2636 Black/African American Female
2637 Black/African American Female
2638        White/Caucasian   Male
2639        White/Caucasian   Male
2640                   <NA>   Male
2641 Black/African American Female
2642        White/Caucasian   Male
2643        White/Caucasian   Male
2644 Black/African American   Male
2645 Black/African American Female
2646        White/Caucasian Female
2647        White/Caucasian Female
2648 Black/African American Female
2649                  Other   Male
2650 Black/African American   Male
2651        White/Caucasian   Male
2652 Black/African American   Male
2653        White/Caucasian Female
2654        White/Caucasian   Male
2655        White/Caucasian   Male
2656                  Other   Male
2657                  Other Female
2658        White/Caucasian Female
2659                   <NA> Female
2660        White/Caucasian Female
2661                   <NA>   Male
2662        White/Caucasian Female
2663                   <NA>   Male
2664 Black/African American   Male
2665        White/Caucasian Female
2666 Black/African American Female
2667        White/Caucasian   Male
2668        White/Caucasian   Male
2669 Black/African American Female
2670                   <NA> Female
2671 Black/African American Female
2672                   <NA> Female
2673        White/Caucasian Female
2674        White/Caucasian Female
2675 Black/African American Female
2676                  Other   Male
2677 Black/African American Female
2678        White/Caucasian Female
2679 Black/African American Female
2680        White/Caucasian   Male
2681 Black/African American Female
2682 Black/African American   Male
2683                   <NA>   Male
2684 Black/African American Female
2685 Black/African American Female
2686 Black/African American   Male
2687                   <NA> Female
2688        White/Caucasian Female
2689                   <NA>   Male
2690        White/Caucasian   Male
2691 Black/African American   Male
2692        White/Caucasian Female
2693 Black/African American Female
2694 Black/African American Female
2695 Black/African American Female
2696                   <NA> Female
2697        White/Caucasian Female
2698                  Other   Male
2699                   <NA> Female
2700 Black/African American   Male
2701 Black/African American   Male
2702                   <NA> Female
2703        White/Caucasian   Male
2704                   <NA>   Male
2705        White/Caucasian   Male
2706        White/Caucasian Female
2707        White/Caucasian   Male
2708 Black/African American Female
2709                   <NA>   Male
2710        White/Caucasian Female
2711                   <NA> Female
2712                  Other Female
2713 Black/African American Female
2714        White/Caucasian   Male
2715        White/Caucasian   Male
2716 Black/African American   Male
2717        White/Caucasian   Male
2718                   <NA> Female
2719        White/Caucasian Female
2720        White/Caucasian Female
2721        White/Caucasian   Male
2722        White/Caucasian Female
2723 Black/African American Female
2724                  Other Female
2725                   <NA> Female
2726                  Other Female
2727 Black/African American   Male
2728                   <NA> Female

Example: calculating multiple columns

  • We can create multiple new columns within a single mutate() function by separating them with a comma
hrs_05_mutate <- hrs_04_reloc |>
  mutate(
    age_yrs = age_mo / 12,
    age_decades = age_yrs / 10,
    income_rounded = round(income, 0)
  )
1
We use the assignment operator <- to save the output into a brand new data frame called hrs_05_mutate. I’ve already used up to hrs_04_reloc in the previous examples.
2
First, we create the age_yrs column.
3
Second, we create age_decades using the age_yrs variable we just defined in the step right above it!
4
Third, we create income_rounded by rounding the income variable to the nearest whole dollar.

Original dataset:

             id age_mo      income diab lung drink          race_original
1    552754_010    665   35000.000   No   No    No                   <NA>
2    555339_020    676       0.000   No   No   Yes        White/Caucasian
3    559734_010    663  108400.000   No   No   Yes                   <NA>
4    558143_020    600  526192.000   No   No   Yes        White/Caucasian
5    554789_020    860  148320.000  Yes   No   Yes Black/African American
6    551018_010    632   28266.534  Yes  Yes   Yes        White/Caucasian
7    550516_010    749   13236.192   No   No   Yes Black/African American
8    559093_010    621   50761.000   No   No   Yes Black/African American
9    556288_020    845  303916.197   No   No   Yes        White/Caucasian
10   550790_010    679  418024.000   No   No   Yes                   <NA>
11   555294_010    641   22000.000   No   No    No                   <NA>
12   559170_010    649   10000.000   No   No    No                   <NA>
13   551238_010    646   73000.000   No  Yes   Yes        White/Caucasian
14   554874_010    721   29000.000  Yes   No    No Black/African American
15   551179_010    691  250800.000   No   No   Yes Black/African American
16   551108_020    622  119000.000   No   No    No        White/Caucasian
17   555511_010    605   39132.000   No   No   Yes                   <NA>
18   556018_020    638   55000.000   No   No   Yes        White/Caucasian
19   555578_020    665   13824.000   No   No   Yes Black/African American
20   559002_010    648   98120.000   No   No   Yes Black/African American
21   557423_010    677  190606.151  Yes   No   Yes        White/Caucasian
22   558441_010    641  299440.000   No   No   Yes                   <NA>
23   553087_020    800  178000.000  Yes   No    No                   <NA>
24   550622_010    640   30000.000  Yes   No   Yes        White/Caucasian
25   552725_010   1081   84600.000   No   No   Yes                  Other
26   553480_010    653   22908.000  Yes   No   Yes        White/Caucasian
27   553443_020    746   50000.000  Yes   No   Yes Black/African American
28   554670_020    911   27140.000   No   No   Yes        White/Caucasian
29   551973_010    683   43200.000  Yes   No   Yes        White/Caucasian
30   559990_010    652   50000.000   No   No   Yes                   <NA>
31   557680_020    812   46000.000   No   No   Yes Black/African American
32   556364_010    951    6192.000  Yes   No    No Black/African American
33   552323_010    862   16440.000  Yes  Yes   Yes        White/Caucasian
34   554006_010    895   26320.000  Yes   No    No        White/Caucasian
35   551054_010    685   29073.827   No   No   Yes Black/African American
36   557601_010   1100   24216.000   No   No    No Black/African American
37   557595_020    759   30552.000   No   No   Yes                  Other
38   556536_010    641   14364.000  Yes   No    No        White/Caucasian
39   558004_010    637  102000.000   No   No   Yes        White/Caucasian
40   556675_020    571  115000.000   No   No   Yes                  Other
41   556381_010    651  178000.000   No   No   Yes        White/Caucasian
42   553553_010    639    1512.000   No   No   Yes        White/Caucasian
43   553780_020    674  389080.000   No   No   Yes Black/African American
44   555022_010    625   31800.000  Yes   No   Yes                  Other
45   555463_010   1020   12660.000  Yes   No    No        White/Caucasian
46   559646_010    646   23200.000   No   No    No        White/Caucasian
47   559601_010    639   12660.000  Yes  Yes    No                   <NA>
48   551767_010    643   37700.000  Yes   No    No                  Other
49   553534_010    651  104900.000   No   No   Yes                   <NA>
50   555324_010    656   41688.000   No   No    No        White/Caucasian
51   554129_020   1135   96200.000   No   No   Yes Black/African American
52   557351_020    834  107054.866   No  Yes    No Black/African American
53   556900_010    630  102000.000   No  Yes   Yes        White/Caucasian
54   554807_010    816    8400.000   No   No   Yes                  Other
55   551191_010    992   18030.697  Yes   No    No Black/African American
56   559148_010    729    9000.000  Yes  Yes   Yes        White/Caucasian
57   557048_020    586  131020.000   No   No    No Black/African American
58   552306_020    609  187690.000   No   No   Yes                   <NA>
59   552766_010    895   17664.000   No   No   Yes Black/African American
60   559300_010    680  353005.511   No   No   Yes        White/Caucasian
61   556979_010    644   26792.000   No   No   Yes        White/Caucasian
62   559820_010    635  175536.000   No   No   Yes        White/Caucasian
63   554387_020    604  218690.633   No   No   Yes                   <NA>
64   558974_010    669   94051.000   No   No   Yes        White/Caucasian
65   556223_010    709  137000.000   No   No   Yes Black/African American
66   555951_010    823   53005.000  Yes   No    No Black/African American
67   559375_010    645  152000.000   No   No   Yes Black/African American
68   551604_020    899   60924.000   No   No    No Black/African American
69   557139_010    857   10197.776  Yes   No   Yes Black/African American
70   555071_020    579  124800.000   No  Yes   Yes Black/African American
71   553738_010    918   22763.401   No   No    No Black/African American
72   558128_010    619  237000.000   No   No   Yes                   <NA>
73   557411_020    613   32640.000  Yes  Yes   Yes        White/Caucasian
74   557646_010    681   46020.000   No   No   Yes        White/Caucasian
75   554690_020    597  120001.000   No   No   Yes        White/Caucasian
76   552939_010    662  109120.000   No   No   Yes Black/African American
77   558663_010    680   60200.000  Yes   No   Yes        White/Caucasian
78   553817_010    681   43003.000  Yes   No    No Black/African American
79   553508_010    656    1681.298   No   No    No                   <NA>
80   559346_010    892   84124.000  Yes   No   Yes Black/African American
81   553847_010    633   10800.000  Yes   No    No                   <NA>
82   558935_010    796    8319.000   No   No   Yes        White/Caucasian
83   551604_020    916   61205.000   No   No    No Black/African American
84   558588_010    747   25274.273  Yes   No    No                  Other
85   559292_010    681       0.000   No   No   Yes Black/African American
86   559479_010    637   60000.000   No   No    No                   <NA>
87   551179_020    689  250000.000   No   No   Yes Black/African American
88   558926_020    675  121000.000  Yes   No    No        White/Caucasian
89   556712_010    703   91500.000  Yes   No    No Black/African American
90   557375_010    623     500.000  Yes  Yes   Yes        White/Caucasian
91   554075_010    780     203.000   No   No    No        White/Caucasian
92   553124_020    580   90000.000   No   No   Yes                   <NA>
93   554850_010    677   14400.000   No   No   Yes Black/African American
94   554481_010    766   55212.000   No   No    No Black/African American
95   556291_010    698   80000.000   No   No    No Black/African American
96   559660_010    753    8400.000   No  Yes    No Black/African American
97   552314_010    774   70000.000   No   No   Yes Black/African American
98   556207_010    926       0.000   No  Yes   Yes Black/African American
99   551914_010    634   82000.000   No   No   Yes Black/African American
100  552482_010    817   51000.000   No  Yes   Yes        White/Caucasian
101  556712_010    703   91500.000  Yes   No    No Black/African American
102  551116_020    432   68403.000   No   No   Yes                   <NA>
103  559170_010    649   10000.000   No   No    No                   <NA>
104  554479_010    669   15254.301   No   No    No Black/African American
105  554818_010    718   76033.000   No   No   Yes Black/African American
106  554186_010    650   18400.000   No   No   Yes Black/African American
107  551833_010    637   84000.000   No   No   Yes                   <NA>
108  559523_010    831   46020.000   No   No    No Black/African American
109  555215_020    617       0.000   No   No   Yes                   <NA>
110  553211_010    883   21000.000   No  Yes    No Black/African American
111  550500_010   1086   18800.000   No   No    No        White/Caucasian
112  554341_010    620   69876.368   No   No   Yes        White/Caucasian
113  550964_010    641  630680.000   No   No   Yes        White/Caucasian
114  550920_020    665   16320.000   No   No   Yes                   <NA>
115  554344_020    804   58469.605  Yes   No    No Black/African American
116  557446_010    663   65000.000   No  Yes    No        White/Caucasian
117  558646_010    772   20000.000   No   No   Yes Black/African American
118  550651_010    955   55000.000  Yes   No   Yes Black/African American
119  554591_020    586  126600.000   No   No   Yes Black/African American
120  556766_010    605   60000.000   No   No   Yes                   <NA>
121  553087_020    813  178528.000  Yes   No    No                   <NA>
122  555788_010    805   87000.000   No   No    No Black/African American
123  555460_010    640   22534.000   No   No   Yes                   <NA>
124  552761_020    726   18895.000   No   No    No        White/Caucasian
125  559996_010    757   32580.000  Yes   No   Yes                  Other
126  555467_010    626  140000.000   No   No   Yes                   <NA>
127  551602_010    857       0.000   No   No   Yes                  Other
128  551597_020    634   26000.000   No   No    No                   <NA>
129  556646_010    830  253820.000   No   No   Yes Black/African American
130  559573_010    784    2149.000  Yes   No   Yes        White/Caucasian
131  558651_010    644   48000.000   No   No   Yes Black/African American
132  555495_010    687   19500.000   No   No   Yes        White/Caucasian
133  552423_020    680       0.000   No   No    No Black/African American
134  550164_020    838  486747.804   No   No   Yes        White/Caucasian
135  554494_010    649  139200.000   No   No   Yes        White/Caucasian
136  551026_010    939   15500.000   No   No   Yes Black/African American
137  554561_010    659   70000.000  Yes   No   Yes                  Other
138  552780_010    879   98137.254   No   No   Yes        White/Caucasian
139  557152_020    631   83003.000   No   No    No        White/Caucasian
140  556050_020    652  238400.000   No   No   Yes        White/Caucasian
141  550345_010    865       0.000  Yes   No   Yes        White/Caucasian
142  557516_010   1163    8662.000   No   No    No Black/African American
143  554228_020    837   17412.000  Yes   No   Yes        White/Caucasian
144  554680_010    786    3000.000   No   No   Yes Black/African American
145  556870_010    815   28800.000   No  Yes   Yes Black/African American
146  553826_020    753  174066.434   No   No   Yes        White/Caucasian
147  552941_010    633    3600.000   No   No    No Black/African American
148  553316_010    673   25764.286   No   No    No                   <NA>
149  550931_010    653   31850.000   No   No   Yes                   <NA>
150  551334_010    803   94416.000   No   No   Yes Black/African American
151  556712_010    698   91000.000  Yes   No    No Black/African American
152  557413_010    617  990200.000   No   No   Yes Black/African American
153  556668_010   1013   23780.000   No  Yes    No        White/Caucasian
154  555959_010    623   76000.000   No   No   Yes Black/African American
155  553031_010    641  145000.000  Yes   No   Yes Black/African American
156  553970_010    663   75080.000  Yes   No   Yes        White/Caucasian
157  550240_010    886   47520.000   No   No   Yes        White/Caucasian
158  558629_010    828  385000.000   No   No    No        White/Caucasian
159  558694_010    644  353005.511   No   No   Yes        White/Caucasian
160  554764_010    701  100480.000  Yes   No   Yes Black/African American
161  559227_010    642  102680.000   No   No   Yes        White/Caucasian
162  556732_010    774   48012.000   No   No   Yes        White/Caucasian
163  555209_010    630  365005.000   No   No   Yes        White/Caucasian
164  551412_010    682   72600.000   No   No   Yes Black/African American
165  550859_010    673   54512.000  Yes   No   Yes        White/Caucasian
166  559867_010    803  308584.288   No   No   Yes        White/Caucasian
167  555053_010   1022   25274.273   No   No   Yes        White/Caucasian
168  553757_010    635  265075.000   No   No   Yes        White/Caucasian
169  553881_010    713   58469.605   No   No   Yes Black/African American
170  555886_020    706   88690.000   No   No   Yes        White/Caucasian
171  550201_020    490  281000.000   No   No   Yes        White/Caucasian
172  558175_010    631  526192.000   No   No   Yes                   <NA>
173  553067_010    643  185000.000   No   No   Yes                   <NA>
174  554832_020    737   13200.000  Yes   No    No        White/Caucasian
175  556394_020    821   31000.000   No   No   Yes        White/Caucasian
176  551944_020    630  134600.000   No   No   Yes                   <NA>
177  553435_010    915   27450.000   No   No   Yes        White/Caucasian
178  558774_020    681   40000.000  Yes   No   Yes        White/Caucasian
179  551225_010    662   33603.498  Yes   No    No                  Other
180  550569_020    637  319200.000   No   No   Yes        White/Caucasian
181  552034_010    834   27376.000   No   No    No Black/African American
182  551143_020    607   27600.000   No  Yes   Yes        White/Caucasian
183  559902_010    868   26008.000  Yes   No    No        White/Caucasian
184  558360_010    771   10800.000   No   No    No Black/African American
185  556334_010    874   32580.000  Yes   No   Yes Black/African American
186  559885_010    629  101400.000   No   No   Yes Black/African American
187  551845_020    896   39154.111   No   No   Yes                  Other
188  555737_020    497   95824.000   No   No   Yes                   <NA>
189  556499_010    754   53400.000   No   No   Yes Black/African American
190  557180_010    677  277412.000   No   No   Yes        White/Caucasian
191  556779_020    613  121060.000   No   No   Yes        White/Caucasian
192  555445_020    914   67000.000  Yes   No    No        White/Caucasian
193  552567_010    701  125000.000   No   No   Yes        White/Caucasian
194  556143_010    706   33000.000   No   No    No        White/Caucasian
195  556868_010    988    2544.000  Yes   No   Yes Black/African American
196  552892_020    746   92000.000   No  Yes   Yes Black/African American
197  554425_010    839   22636.000  Yes   No    No Black/African American
198  558831_010    636   15324.000   No   No   Yes                   <NA>
199  558532_010    613   60200.000   No   No   Yes                   <NA>
200  552025_020    497  117000.000   No   No   Yes Black/African American
201  555805_010    675  244738.170   No   No   Yes                   <NA>
202  550696_010    841   16800.000   No   No    No        White/Caucasian
203  552828_010    637  301201.732   No   No   Yes Black/African American
204  555221_010    718   26100.000  Yes   No    No        White/Caucasian
205  554911_010    891   68403.000   No   No   Yes                  Other
206  555918_010    626   23286.000  Yes   No    No Black/African American
207  556114_010    633  240591.268   No   No    No        White/Caucasian
208  553646_020    619  223349.581   No   No   Yes                   <NA>
209  559843_010    709   68320.000   No   No    No        White/Caucasian
210  556291_010    699   80000.000   No   No    No Black/African American
211  558974_010    669   94204.000   No   No   Yes        White/Caucasian
212  558837_020    809       0.000   No   No    No        White/Caucasian
213  551759_020    579  134188.000   No   No   Yes        White/Caucasian
214  553273_010    660   55400.000  Yes   No   Yes Black/African American
215  552279_010    832   23724.438   No   No   Yes                  Other
216  556859_010    647   57500.000   No   No   Yes                   <NA>
217  551238_020    635   73000.000   No   No   Yes        White/Caucasian
218  550753_020    651   52600.000   No   No    No        White/Caucasian
219  551007_020    801   32140.949  Yes   No   Yes Black/African American
220  559287_010    841   96351.675   No   No   Yes        White/Caucasian
221  551073_010    649    3604.000   No   No   Yes                  Other
222  556390_010    632   12000.000   No   No   Yes        White/Caucasian
223  556734_010    664  157820.000   No   No   Yes        White/Caucasian
224  556989_010    935   17457.000   No   No    No Black/African American
225  559963_010    657  125000.000  Yes   No   Yes                  Other
226  552082_020    838   22008.000   No  Yes    No Black/African American
227  558355_010    832    7740.000   No   No    No Black/African American
228  553341_010    616   24400.000   No  Yes   Yes                   <NA>
229  555375_010    714   40100.000   No   No   Yes Black/African American
230  559806_010    783   55000.000   No   No    No        White/Caucasian
231  552618_010    768   25673.251   No  Yes    No Black/African American
232  555041_020    912   48200.000  Yes   No    No Black/African American
233  550930_010    675   93680.000  Yes   No   Yes Black/African American
234  558039_010    758    3000.000  Yes   No   Yes Black/African American
235  553564_020    545   35000.000  Yes   No    No        White/Caucasian
236  550347_020    635  208000.000   No   No   Yes                   <NA>
237  554233_020    591  237050.000   No   No   Yes        White/Caucasian
238  553294_010    643   55000.000   No   No   Yes                   <NA>
239  551468_010    623   99000.000  Yes   No   Yes                  Other
240  556836_010    628   99472.590  Yes   No    No        White/Caucasian
241  550962_020    629   47000.000  Yes   No   Yes Black/African American
242  558741_010    939   14688.000  Yes   No   Yes Black/African American
243  552681_020    613   51000.000   No   No    No Black/African American
244  556144_020    764  148320.000   No   No   Yes        White/Caucasian
245  558174_010    954  143000.000   No  Yes    No Black/African American
246  552323_020    819   16608.000  Yes  Yes   Yes        White/Caucasian
247  558403_020    586  128000.000   No   No   Yes Black/African American
248  559470_010    797   17388.000   No   No   Yes        White/Caucasian
249  551944_010    614  135024.000   No   No   Yes                   <NA>
250  557383_010    802   15324.000  Yes   No   Yes                  Other
251  556475_010    859   65592.000   No   No   Yes Black/African American
252  557125_010    698   40000.000  Yes   No   Yes Black/African American
253  556224_010    813   90000.000   No   No   Yes Black/African American
254  550119_020    968   33972.000   No   No   Yes        White/Caucasian
255  550462_010    673   10000.000   No   No   Yes                  Other
256  555545_010    721    3600.000   No   No   Yes Black/African American
257  550437_010    774   46800.000   No   No   Yes Black/African American
258  556732_010    774   47960.000   No   No   Yes        White/Caucasian
259  552479_020    486  200020.000   No   No   Yes        White/Caucasian
260  553055_010    752   41208.000  Yes   No   Yes Black/African American
261  551982_020    507  586000.000   No   No   Yes                  Other
262  553768_010    947   12420.000  Yes   No   Yes Black/African American
263  558133_010    677  135024.000  Yes   No   Yes        White/Caucasian
264  550543_010    634  161000.000  Yes   No   Yes        White/Caucasian
265  557225_010    618   15500.000  Yes  Yes    No                   <NA>
266  556951_010    630  182036.000   No   No   Yes                   <NA>
267  554862_010    671   11448.000   No  Yes   Yes                   <NA>
268  558391_020    644   50000.000  Yes   No    No        White/Caucasian
269  557031_010    634   79974.000   No   No   Yes Black/African American
270  550186_010    634  276570.000   No   No   Yes        White/Caucasian
271  555473_010    768    3600.000   No   No   Yes Black/African American
272  552279_020    712   24112.000   No   No    No                  Other
273  552554_010    617  215008.000  Yes   No   Yes                  Other
274  556558_010    647   82000.000   No   No   Yes                   <NA>
275  557423_010    677  191000.000  Yes   No   Yes        White/Caucasian
276  555085_020    681       0.000   No   No    No                  Other
277  551878_020    601   44400.000  Yes   No    No Black/African American
278  554913_010    612   45060.000   No   No   Yes                   <NA>
279  553280_020    481   50000.000   No   No    No                   <NA>
280  556531_010    706   40498.000  Yes   No   Yes Black/African American
281  551557_010    641   25722.251   No   No   Yes Black/African American
282  556944_010    713   91000.000   No   No   Yes        White/Caucasian
283  554704_020    629  172000.000   No  Yes   Yes        White/Caucasian
284  556635_010    818   20400.000  Yes   No   Yes Black/African American
285  556943_020    651   14160.000   No   No   Yes                  Other
286  552494_010    682  280020.000   No   No   Yes        White/Caucasian
287  552819_020    673  276400.000   No   No   Yes                   <NA>
288  551892_010    626   74563.499   No   No   Yes Black/African American
289  558281_010   1063   21390.000  Yes   No    No                  Other
290  557269_010    705   75500.000   No  Yes   Yes                  Other
291  552383_010    853       0.000  Yes   No   Yes                  Other
292  554098_010    677    8000.000   No   No   Yes                   <NA>
293  554674_010    650   78070.000   No   No   Yes Black/African American
294  559603_020    814  105036.000   No   No   Yes Black/African American
295  554203_020    667  190000.000   No   No   Yes                   <NA>
296  557358_010    720   22110.000  Yes   No   Yes                  Other
297  553252_010    681     250.000  Yes   No    No        White/Caucasian
298  556089_010    789   25832.000  Yes   No    No Black/African American
299  559704_010    731   25000.000   No   No    No Black/African American
300  554370_010    877   62000.000  Yes   No   Yes Black/African American
301  556208_020    741   70800.000   No   No   Yes        White/Caucasian
302  551991_020    605   33000.000   No   No    No Black/African American
303  551505_010    897    9779.466   No   No    No Black/African American
304  552298_010    800  276570.000  Yes   No   Yes Black/African American
305  554365_020    714     300.000  Yes   No   Yes                  Other
306  555115_010    869   45240.000   No   No    No Black/African American
307  554172_010    735   31200.000   No   No   Yes                  Other
308  557061_010    644   21000.000   No   No   Yes Black/African American
309  553961_020    675  168400.000  Yes   No   Yes        White/Caucasian
310  551547_010    824   65600.000   No   No   Yes                  Other
311  551553_020    803   47252.000   No   No    No Black/African American
312  559839_010    638  369257.048   No   No    No                  Other
313  556266_010    685   12782.635  Yes  Yes    No Black/African American
314  559734_020    602  109000.000   No   No   Yes                   <NA>
315  559487_010    867   36600.000   No   No    No        White/Caucasian
316  555922_010    899   21500.000  Yes   No   Yes Black/African American
317  559767_010    922   12000.000   No   No    No Black/African American
318  558560_010    618  100000.000   No   No    No                   <NA>
319  555064_020    611   32140.949  Yes   No    No        White/Caucasian
320  550233_020    778   25260.000  Yes   No   Yes        White/Caucasian
321  555375_010    714   40010.000   No   No   Yes Black/African American
322  552986_010   1086   24288.000   No   No   Yes Black/African American
323  557977_010    694   25000.000   No   No   Yes                  Other
324  553646_020    617  223349.581   No   No   Yes                   <NA>
325  558849_020    556  115000.000   No   No    No        White/Caucasian
326  552110_010    639   19200.000  Yes   No    No                   <NA>
327  555314_010    988   19320.000  Yes   No    No Black/African American
328  555872_010    677   70000.000   No   No   Yes        White/Caucasian
329  550233_020    777   25304.000  Yes   No   Yes        White/Caucasian
330  556757_020    701  175000.000  Yes   No    No Black/African American
331  558748_010    636   33450.000  Yes   No   Yes                   <NA>
332  553640_010    927   28608.000  Yes  Yes    No Black/African American
333  552320_010    758   12960.000   No   No    No        White/Caucasian
334  559984_010    909   15385.000   No   No    No        White/Caucasian
335  552159_010    685  130005.000   No   No   Yes        White/Caucasian
336  550516_010    750   13200.000   No   No   Yes Black/African American
337  555239_010   1100   15600.000  Yes   No    No Black/African American
338  556936_020    627  100480.000   No   No    No Black/African American
339  557667_010    654    6500.589  Yes   No   Yes        White/Caucasian
340  555041_020    932   49000.000  Yes   No    No Black/African American
341  558184_020    656   30332.902   No   No   Yes                  Other
342  550513_010    971   94400.000   No   No   Yes Black/African American
343  557795_010    994   16000.000   No   No    No Black/African American
344  555301_010    636  172012.000   No   No   Yes                   <NA>
345  554377_010    679   40400.000  Yes   No   Yes Black/African American
346  557337_020    576   44000.000  Yes   No   Yes        White/Caucasian
347  553715_020    690    2136.000  Yes   No   Yes Black/African American
348  554345_010    605  177200.000   No   No   Yes                   <NA>
349  554076_010    637   83000.000   No   No   Yes        White/Caucasian
350  557914_010    646   14616.000  Yes   No   Yes                  Other
351  551414_020    740       0.000   No   No    No        White/Caucasian
352  552490_010    862    5484.000   No   No    No Black/African American
353  550581_020    749   22507.295  Yes   No   Yes        White/Caucasian
354  555332_010    660  107000.000   No   No   Yes                   <NA>
355  559484_020    641  126000.000   No   No   Yes Black/African American
356  555129_020    637  216000.000   No   No   Yes        White/Caucasian
357  550822_020    659   71240.000  Yes   No    No Black/African American
358  554628_010    647   14200.000   No   No    No                   <NA>
359  553055_010    747   40800.000  Yes   No   Yes Black/African American
360  558837_010    807      36.000   No   No   Yes        White/Caucasian
361  555146_010    618  124000.000   No   No   Yes Black/African American
362  557244_010    692  130000.000   No   No    No        White/Caucasian
363  554443_010    773   30671.980  Yes   No   Yes        White/Caucasian
364  559342_020    727   21390.000  Yes   No   Yes Black/African American
365  552498_010    809       0.000   No   No    No Black/African American
366  558638_010    851   13332.000   No   No    No                  Other
367  554864_020    634  145000.000   No   No   Yes                   <NA>
368  559867_010    803  303916.197   No   No   Yes        White/Caucasian
369  553060_020    628  117000.000   No   No   Yes        White/Caucasian
370  550147_010    714   30000.000   No   No    No Black/African American
371  558290_010    642  349000.000   No   No   Yes        White/Caucasian
372  554486_010    831   50400.000  Yes   No    No Black/African American
373  554301_010    618  109200.000   No   No   Yes        White/Caucasian
374  556233_010    642  164000.000   No   No   Yes Black/African American
375  551299_010    712    1200.000   No   No    No                  Other
376  550186_010    634  277200.000   No   No   Yes        White/Caucasian
377  555737_020    503   96000.000   No   No   Yes                  Other
378  556734_010    664  157820.000   No   No   Yes        White/Caucasian
379  552079_010    618   70000.000   No   No    No        White/Caucasian
380  558252_010    619   13884.000  Yes   No   Yes Black/African American
381  558917_010    626  158440.000  Yes   No    No                   <NA>
382  555848_010    772       0.000   No   No   Yes Black/African American
383  558142_010   1093   13200.000  Yes   No   Yes        White/Caucasian
384  550183_020    849   55000.000   No   No    No                  Other
385  551723_020    797   27376.000  Yes   No    No                  Other
386  557456_020    727   25260.000   No   No    No        White/Caucasian
387  558837_010    807       0.000   No   No   Yes        White/Caucasian
388  550832_020    638   68400.000   No   No   Yes                   <NA>
389  557383_010    796   15400.000  Yes   No   Yes                  Other
390  557785_020    626  181200.000   No   No    No        White/Caucasian
391  559467_020    669  366280.000   No   No   Yes        White/Caucasian
392  552868_010    756   22846.000   No   No   Yes Black/African American
393  558309_010    987   12408.000   No   No   Yes                  Other
394  559055_010    955   13488.000   No   No    No        White/Caucasian
395  556345_010    756   21432.000  Yes  Yes    No                  Other
396  555900_010    664   68000.000   No   No   Yes                  Other
397  554594_010    702    1000.000  Yes   No   Yes Black/African American
398  558410_010    616  194000.000   No   No   Yes                   <NA>
399  559170_010    650   10000.000   No   No    No                   <NA>
400  551827_010    753   29760.000  Yes   No    No        White/Caucasian
401  550587_010    801   50000.000  Yes   No   Yes                  Other
402  552748_010    758   30436.000   No   No    No Black/African American
403  551579_010    687   22110.000   No  Yes    No        White/Caucasian
404  556859_010    648   57000.000   No   No   Yes                   <NA>
405  550698_010    791   46000.000  Yes   No   Yes Black/African American
406  552346_010    608   75700.000   No   No    No Black/African American
407  557690_010    720   24720.000  Yes   No    No                  Other
408  559806_020    565   55000.000   No   No    No                  Other
409  553646_010    620  225012.000   No   No   Yes                   <NA>
410  557269_010    706   75700.000   No  Yes   Yes                  Other
411  556549_010    868   13332.000  Yes   No    No                  Other
412  550310_010    858   34196.000  Yes   No   Yes Black/African American
413  559839_010    638  380300.000   No   No    No                  Other
414  558844_020    513   41688.000   No   No   Yes        White/Caucasian
415  552722_020    603   79000.000   No   No   Yes                   <NA>
416  552418_010    797   80724.000   No   No    No Black/African American
417  559213_010    757   50050.000   No   No    No Black/African American
418  552949_010    646  134000.000   No   No    No        White/Caucasian
419  555073_020    676  209782.624  Yes   No   Yes        White/Caucasian
420  554432_020    855  109000.000   No   No   Yes        White/Caucasian
421  556384_010    792   10752.000  Yes   No   Yes        White/Caucasian
422  559190_020    653  145400.000   No   No   Yes        White/Caucasian
423  557892_010    976   45240.000   No   No   Yes        White/Caucasian
424  558266_010    680   44929.000   No   No   Yes        White/Caucasian
425  554994_020    662  132848.000   No   No   Yes                   <NA>
426  554092_010    898   43896.000   No   No   Yes        White/Caucasian
427  551803_020    600  176000.000   No   No   Yes                   <NA>
428  557052_010    605   25032.000   No   No    No        White/Caucasian
429  554252_020    588  101338.000   No   No   Yes                  Other
430  559949_010    760    6192.000  Yes   No   Yes        White/Caucasian
431  554727_010   1045   80000.000   No   No    No Black/African American
432  553651_010    925   12168.000   No   No   Yes Black/African American
433  551046_010    942   16440.000  Yes   No   Yes Black/African American
434  558664_010    692   67290.000  Yes  Yes   Yes        White/Caucasian
435  559244_010    664  172000.000   No   No   Yes        White/Caucasian
436  558281_010   1066   21800.000  Yes   No    No                  Other
437  551845_010    804   40000.000  Yes   No   Yes Black/African American
438  559586_010    664  130010.000   No   No   Yes                  Other
439  557470_020    665  237000.000   No   No   Yes        White/Caucasian
440  557595_020    758   30500.000   No   No   Yes                  Other
441  556413_020    670  155000.000   No   No   Yes                  Other
442  559506_010    665   95824.000  Yes   No   Yes                   <NA>
443  558613_010    653  100000.000   No   No   Yes                   <NA>
444  555071_010    611  125000.000   No  Yes   Yes Black/African American
445  556073_010    780   11000.000  Yes   No    No Black/African American
446  556870_010    815   28264.000   No  Yes   Yes Black/African American
447  555767_010    687   30000.000   No   No    No Black/African American
448  556793_010    647     500.000   No   No   Yes                  Other
449  551108_010    622  118800.000   No   No   Yes        White/Caucasian
450  552989_020    599    1788.000   No   No   Yes        White/Caucasian
451  553480_010    653   22800.000  Yes   No   Yes        White/Caucasian
452  551087_020    734    3372.000   No   No    No        White/Caucasian
453  557038_010    820  110564.000   No   No   Yes Black/African American
454  552192_010    679   15624.000   No   No   Yes                  Other
455  557031_010    627   79534.000   No   No   Yes Black/African American
456  558099_010    817    9600.000   No   No   Yes                  Other
457  550516_010    748   13236.192   No   No   Yes Black/African American
458  551054_010    685   29100.000   No   No   Yes Black/African American
459  552544_010    677  198000.000   No   No   Yes        White/Caucasian
460  550753_020    641   52774.571   No   No    No        White/Caucasian
461  550832_020    638   69278.635   No   No   Yes                   <NA>
462  559342_020    837   21770.862   No   No   Yes Black/African American
463  551069_010    899   23850.000  Yes   No   Yes        White/Caucasian
464  552103_010    647   11796.000   No   No    No Black/African American
465  557104_010    736   67000.000  Yes   No    No Black/African American
466  557967_010    658  267060.000   No   No   Yes        White/Caucasian
467  551762_020    523   80280.000   No   No   Yes        White/Caucasian
468  558246_010    666  147000.000   No   No   Yes        White/Caucasian
469  559819_010    622    1200.000   No   No   Yes        White/Caucasian
470  557025_010    745   91500.000   No   No   Yes                  Other
471  551179_020    689  250800.000   No   No   Yes Black/African American
472  550581_020    845   22564.000   No   No   Yes        White/Caucasian
473  557470_020    670  236000.000   No   No   Yes        White/Caucasian
474  557268_010    765   46344.000   No   No   Yes Black/African American
475  557889_010    747       0.000   No   No    No                  Other
476  559587_020    992   49000.000   No   No   Yes        White/Caucasian
477  555085_020    681       0.000   No   No    No                  Other
478  551121_010    767   39640.000  Yes   No   Yes                  Other
479  556453_020    774   37860.000  Yes   No    No Black/African American
480  556200_010    644  136817.000   No   No   Yes        White/Caucasian
481  556381_010    655  177000.000   No   No   Yes        White/Caucasian
482  555822_010    636   53005.000  Yes   No   Yes                   <NA>
483  559983_020    762  349000.000  Yes   No   Yes        White/Caucasian
484  555946_010    772       0.000   No   No    No Black/African American
485  555620_010    633  131080.000   No   No   Yes Black/African American
486  550614_020    574  165520.000   No   No   Yes        White/Caucasian
487  559659_010    767   65000.000   No   No   Yes Black/African American
488  558703_010    652   18002.000  Yes   No   Yes                   <NA>
489  559002_010    648   98400.000   No   No   Yes Black/African American
490  555176_010    787   78400.000   No   No   Yes Black/African American
491  559683_010    692   91300.000   No   No    No        White/Caucasian
492  553413_010    769   87000.000   No  Yes    No                  Other
493  559898_020    611  140000.000   No   No   Yes        White/Caucasian
494  556709_010    836   18720.000  Yes   No    No Black/African American
495  552741_010    667   45600.000  Yes   No   Yes Black/African American
496  551803_010    636  175536.000   No   No   Yes                   <NA>
497  559425_020    643   87706.076   No   No   Yes        White/Caucasian
498  557559_020    809  135000.000   No   No   Yes Black/African American
499  553267_010    851       0.000   No   No   Yes                  Other
500  556131_010    611   22000.000  Yes   No   Yes Black/African American
501  555601_010    700   59040.000  Yes   No   Yes Black/African American
502  553993_010    794   90000.000   No   No   Yes                  Other
503  559133_010    987   22800.000   No   No    No Black/African American
504  554006_010    894   26792.000  Yes   No    No        White/Caucasian
505  550173_010    628  318283.858   No   No   Yes Black/African American
506  550299_020    601   72600.000  Yes   No    No                   <NA>
507  553413_020    771   87010.000  Yes   No   Yes                  Other
508  558096_010    951   10000.000  Yes   No   Yes                  Other
509  556741_010    649   60924.000   No   No    No                  Other
510  552868_010    756   22908.000   No   No   Yes Black/African American
511  551222_010    641  135000.000   No   No   Yes                   <NA>
512  559235_020    630   99200.000   No   No    No                   <NA>
513  559752_010    815   45455.000   No   No   Yes Black/African American
514  550962_020    625   47131.499  Yes   No   Yes Black/African American
515  559785_020    684   75520.000   No   No   Yes                  Other
516  559523_010    830   46260.196   No   No    No Black/African American
517  555314_010   1012   19200.000  Yes   No    No Black/African American
518  551827_010    753   29544.000  Yes   No    No        White/Caucasian
519  559587_010    855   49100.000   No   No   Yes        White/Caucasian
520  557574_010    749   15000.000   No   No   Yes                  Other
521  559245_010    922   15500.000   No   No   Yes Black/African American
522  554911_010    891   68403.000   No   No   Yes                  Other
523  556712_010    702   91520.000  Yes   No    No Black/African American
524  552363_020    591   76000.000   No   No   Yes        White/Caucasian
525  557322_010    800  119123.052   No   No    No Black/African American
526  555515_010    624   70512.000   No   No   Yes        White/Caucasian
527  554149_010    627   72000.000   No   No   Yes                   <NA>
528  555792_010    687  308584.288   No   No   Yes        White/Caucasian
529  550239_020    579    8940.000   No   No   Yes        White/Caucasian
530  556090_010    611   76464.000   No   No   Yes        White/Caucasian
531  554233_020    591  235960.000   No   No   Yes        White/Caucasian
532  552590_010    749   19500.000   No   No   Yes        White/Caucasian
533  556311_010    903  162000.000   No   No    No Black/African American
534  559494_020    457      60.000   No   No    No        White/Caucasian
535  554471_020    578  123759.964   No   No   Yes        White/Caucasian
536  557263_020    558   64000.000   No   No    No        White/Caucasian
537  558747_010    658   13032.000  Yes   No    No                  Other
538  552346_010    608   75563.157   No   No    No                  Other
539  552613_010    619   76000.000   No   No   Yes        White/Caucasian
540  557371_010    819   42000.000   No   No    No        White/Caucasian
541  551944_020    630  135024.000   No   No   Yes                   <NA>
542  559341_010    668   20000.000   No   No   Yes Black/African American
543  553721_010    662   37978.774  Yes   No    No        White/Caucasian
544  558917_010    626  158000.000  Yes   No    No                   <NA>
545  554994_020    662  132036.000   No   No   Yes                   <NA>
546  551098_010    650  285000.000   No   No    No        White/Caucasian
547  556249_020    607  675800.000   No   No   Yes                  Other
548  553654_010    655  111000.000  Yes   No    No                   <NA>
549  552766_010    891   17520.000   No   No   Yes Black/African American
550  559734_020    602  109000.000   No   No    No                   <NA>
551  553393_010    630    6800.000   No   No    No        White/Caucasian
552  551991_010    643   32520.000   No   No    No Black/African American
553  557093_010    740   79974.000  Yes   No   Yes                  Other
554  555249_010    636       0.000   No   No    No                   <NA>
555  556428_010    800   42000.000  Yes   No   Yes Black/African American
556  553849_010    925   15920.000  Yes   No    No                  Other
557  552989_010    690    2000.000   No   No    No        White/Caucasian
558  552734_010    644   17424.000   No   No   Yes Black/African American
559  559587_010    855   48515.000   No   No   Yes        White/Caucasian
560  559843_020    679   68403.000   No   No    No        White/Caucasian
561  551279_010    651     300.000   No   No   Yes Black/African American
562  551444_010    791   12012.000   No   No   Yes Black/African American
563  554819_010    627  162000.000   No   No   Yes        White/Caucasian
564  551372_010    677   17000.000   No   No   Yes        White/Caucasian
565  551548_010    733   24836.000  Yes   No   Yes Black/African American
566  554003_010    685   16212.000  Yes   No   Yes Black/African American
567  554852_010    607   21802.756   No   No    No                   <NA>
568  555663_010    677   90000.000   No   No   Yes                  Other
569  551188_010    681   19920.000  Yes  Yes    No                  Other
570  558391_020    644   50212.000  Yes   No    No        White/Caucasian
571  559170_010    649   10000.000   No   No    No                   <NA>
572  553699_010    761   10968.000   No  Yes    No        White/Caucasian
573  554655_010    642   14796.000  Yes   No   Yes        White/Caucasian
574  556018_010    635   55000.000   No   No   Yes        White/Caucasian
575  559867_010    804  308000.000   No   No   Yes        White/Caucasian
576  553237_010    678   14880.000  Yes   No   Yes                  Other
577  558191_010    706  248463.477   No   No   Yes                   <NA>
578  550902_010    620   12000.000   No   No    No        White/Caucasian
579  552777_010    922   32520.000  Yes   No    No        White/Caucasian
580  556394_020    715   31200.000   No   No    No        White/Caucasian
581  556499_010    754   53200.000   No   No   Yes Black/African American
582  556865_010    635   70000.000   No   No   Yes Black/African American
583  550240_020    867   48000.000  Yes   No   Yes        White/Caucasian
584  559093_020    566   50712.948   No   No   Yes Black/African American
585  552741_010    674   45760.000  Yes   No   Yes Black/African American
586  557020_020    641  218690.633   No   No   Yes        White/Caucasian
587  557856_010    743   11604.000   No   No    No                  Other
588  553341_010    616   24324.000   No  Yes   Yes                   <NA>
589  551914_010    633   82000.000   No   No   Yes Black/African American
590  557391_020    791   25092.000  Yes   No    No        White/Caucasian
591  552423_020    666     203.000   No   No    No Black/African American
592  551305_010    648  200900.000   No   No   Yes        White/Caucasian
593  558293_010    635   82000.000   No   No   Yes        White/Caucasian
594  550918_010    731   22416.000   No   No    No Black/African American
595  554146_010    747   44485.048   No   No   Yes                  Other
596  550753_010    706   52600.000  Yes   No    No        White/Caucasian
597  552034_010    834   27000.000   No   No    No Black/African American
598  552418_010    797   80800.000   No   No    No Black/African American
599  558138_020    556  132003.000   No   No   Yes        White/Caucasian
600  556381_010    655  177000.000   No   No   Yes        White/Caucasian
601  551156_020    544  196000.000   No   No    No                   <NA>
602  551761_020    759   31000.000  Yes   No   Yes Black/African American
603  554247_020    886   22004.000  Yes   No    No        White/Caucasian
604  559551_010    673    4772.000   No   No    No Black/African American
605  552656_020    664  158800.000   No   No    No        White/Caucasian
606  556398_010    804       0.000  Yes   No   Yes        White/Caucasian
607  553258_010    872   68240.000   No   No    No Black/African American
608  557061_010    644   21000.000   No   No   Yes Black/African American
609  553904_010    653    6216.000   No   No   Yes                   <NA>
610  556260_010    637  147580.000   No   No   Yes        White/Caucasian
611  555951_010    829   53428.000  Yes   No    No Black/African American
612  558082_010    988   15324.000   No   No    No Black/African American
613  552874_010    757   42281.000   No   No   Yes        White/Caucasian
614  556154_010    656  262500.000   No   No    No Black/African American
615  553118_020    613   29436.000   No  Yes    No                   <NA>
616  555653_010    622  120000.000   No   No   Yes                   <NA>
617  552748_020    757   30500.000   No   No    No Black/African American
618  558844_020    514   41540.775   No   No   Yes        White/Caucasian
619  554818_010    719   76033.000   No   No   Yes Black/African American
620  552104_020    616   19040.000   No  Yes   Yes        White/Caucasian
621  554846_010    746   16800.000   No   No   Yes Black/African American
622  550920_020    721   16572.000  Yes   No   Yes        White/Caucasian
623  552065_010    848   18231.333   No   No   Yes Black/African American
624  553776_010    658  336000.000  Yes   No    No                   <NA>
625  557767_010    818   10800.000   No   No   Yes        White/Caucasian
626  550661_010    651   22217.000  Yes   No    No        White/Caucasian
627  557104_010    735   67000.000  Yes   No    No Black/African American
628  552193_010    686  103606.365  Yes   No   Yes                  Other
629  556433_010    670       0.000   No   No    No                   <NA>
630  551789_010    671   43200.000  Yes   No   Yes                   <NA>
631  558938_010    645   45455.000  Yes   No    No Black/African American
632  554847_010    627    3492.000   No   No   Yes                   <NA>
633  555877_010    646  122000.000  Yes  Yes   Yes        White/Caucasian
634  559269_010    649  101156.000   No   No   Yes        White/Caucasian
635  551414_020    739       0.000   No   No    No        White/Caucasian
636  559223_010    591   70000.000   No   No   Yes Black/African American
637  555262_010    627  253820.000   No   No   Yes        White/Caucasian
638  557775_010    641   59000.000   No   No   Yes        White/Caucasian
639  553055_020    660   40950.000  Yes   No   Yes Black/African American
640  558264_010    702   28336.000   No   No   Yes Black/African American
641  556516_010    675  206000.000   No   No   Yes        White/Caucasian
642  552154_020    597   10920.000   No   No    No        White/Caucasian
643  550147_010    716   30174.637   No   No    No Black/African American
644  557407_010    634   43200.000  Yes  Yes    No Black/African American
645  556741_010    648   60819.000   No   No    No                  Other
646  556833_010    649   72872.000   No   No   Yes        White/Caucasian
647  555405_020    637   70000.000   No   No   Yes                  Other
648  550661_010    641   21925.987  Yes   No    No        White/Caucasian
649  556088_010   1053   10080.000  Yes   No    No Black/African American
650  554154_020    673   44000.000   No   No   Yes        White/Caucasian
651  556301_010    662  111355.000   No   No    No Black/African American
652  551645_010    865   22256.400  Yes   No   Yes        White/Caucasian
653  552544_010    677  200100.000   No   No   Yes        White/Caucasian
654  555931_010    655  325480.000   No   No   Yes                  Other
655  555800_010    873   48515.000  Yes   No   Yes                   <NA>
656  550698_010    742   46000.000  Yes   No   Yes Black/African American
657  554152_020    684  325480.000   No   No   Yes        White/Caucasian
658  558187_020    607  102000.000   No  Yes   Yes        White/Caucasian
659  553951_020    629   76000.000   No   No    No                  Other
660  557268_010    765   46236.000   No   No   Yes Black/African American
661  557649_010    729   87706.076   No   No   Yes Black/African American
662  556886_020    652  157820.000   No   No   Yes                   <NA>
663  558543_020    772  276881.000  Yes   No   Yes        White/Caucasian
664  555915_020    653   74000.000   No   No   Yes        White/Caucasian
665  557657_010    627  263000.000   No   No   Yes Black/African American
666  554953_010    643   31500.000   No   No    No        White/Caucasian
667  558859_010    650   75000.000   No   No   Yes        White/Caucasian
668  557802_010    808   40800.000   No   No   Yes Black/African American
669  554624_010   1100   26008.000  Yes   No    No                  Other
670  557048_010    713  131080.000  Yes   No    No Black/African American
671  551073_010    650    3400.000   No   No   Yes                  Other
672  554344_010    844   59040.000   No   No   Yes Black/African American
673  552192_010    679   15254.301   No   No   Yes                  Other
674  551132_020    679  109000.000   No   No   Yes        White/Caucasian
675  559346_010    877   84000.000   No   No   Yes Black/African American
676  556453_020    782   37860.000  Yes   No    No Black/African American
677  559907_010    690       0.000   No   No   Yes                  Other
678  554117_020    633   84400.000   No   No   Yes        White/Caucasian
679  558158_010    685   50000.000   No   No   Yes Black/African American
680  558626_010    671   80620.000   No   No   Yes                   <NA>
681  556779_010    684  121200.000   No   No   Yes        White/Caucasian
682  554003_010    685   16212.000  Yes   No   Yes Black/African American
683  554793_010    770   38608.344  Yes   No   Yes Black/African American
684  556149_010    714   16416.000   No   No   Yes                  Other
685  552504_010    670    6457.206   No   No   Yes        White/Caucasian
686  555586_010    657   29040.000   No   No   Yes                   <NA>
687  558069_010    810   30000.000   No  Yes   Yes Black/African American
688  556675_010    691  115000.000   No   No   Yes                  Other
689  551806_020    554  535269.708   No   No   Yes        White/Caucasian
690  559103_020    566  348924.754   No   No   Yes        White/Caucasian
691  550516_010    750   13236.000   No   No   Yes Black/African American
692  553262_010    632   17796.000   No   No    No        White/Caucasian
693  558450_020    637  160120.000   No   No   Yes        White/Caucasian
694  558380_010    758    4644.000   No   No    No        White/Caucasian
695  550827_010    780   88690.000   No   No   Yes        White/Caucasian
696  558293_010    635   81184.000   No   No   Yes        White/Caucasian
697  556570_010    711   92760.000   No   No   Yes Black/African American
698  558316_010    804   25764.286  Yes   No    No                  Other
699  555241_010    635   14712.000   No   No   Yes Black/African American
700  557111_020    959   38220.000  Yes   No    No Black/African American
701  555545_010    720    3372.000   No   No   Yes Black/African American
702  551214_010    798     203.000  Yes   No   Yes                  Other
703  556943_020    641   13824.000   No   No   Yes                  Other
704  558629_020    835  389080.000   No   No    No        White/Caucasian
705  558511_010    610   47960.000  Yes   No    No                   <NA>
706  553826_010    765  175000.000   No   No   Yes        White/Caucasian
707  558841_010    628  162000.000   No   No   Yes        White/Caucasian
708  557351_020    815  107680.000   No   No    No Black/African American
709  550156_020    612  287339.246   No   No    No        White/Caucasian
710  554874_010    720   29000.000  Yes   No    No Black/African American
711  557721_020    644   60276.000   No   No    No        White/Caucasian
712  558985_010    651   13728.000  Yes   No    No                  Other
713  551944_010    612  135616.756   No   No   Yes                   <NA>
714  552329_010    666   20716.000   No   No   Yes        White/Caucasian
715  553815_020    457  173051.899   No   No   Yes                   <NA>
716  559840_010    658  182700.000   No   No   Yes                   <NA>
717  556088_010   1052   10000.000  Yes   No    No Black/African American
718  550503_010    955   21200.000   No   No    No        White/Caucasian
719  551412_020    680   72600.000   No   No   Yes        White/Caucasian
720  554479_010    669   15345.000   No   No    No Black/African American
721  555476_020    641  325480.000   No   No   Yes        White/Caucasian
722  557375_010    623     500.000  Yes  Yes   Yes        White/Caucasian
723  556717_020    665  357000.000   No   No   Yes                   <NA>
724  554706_010    691  312198.000   No   No   Yes Black/African American
725  556760_010    607  800600.000   No   No   Yes                   <NA>
726  559839_010    638  376139.620   No   No    No                  Other
727  557571_010    818   22848.000  Yes  Yes    No Black/African American
728  559644_010    736   13872.000  Yes  Yes   Yes        White/Caucasian
729  553505_020    570  246700.000   No   No   Yes        White/Caucasian
730  558366_010    677  152000.000   No   No   Yes        White/Caucasian
731  555952_020    612  103000.000  Yes   No    No        White/Caucasian
732  557804_020    713    2400.000  Yes   No    No Black/African American
733  556431_020    629  118000.000  Yes   No    No                   <NA>
734  551054_010    685   29000.000   No   No   Yes Black/African American
735  558001_010    646   54240.000   No   No   Yes                  Other
736  558617_010    701   68000.000  Yes   No   Yes        White/Caucasian
737  550887_010    671   28680.000   No   No   Yes                   <NA>
738  552780_020    853   98000.000   No   No   Yes                  Other
739  551806_020    557  533260.399   No   No   Yes        White/Caucasian
740  551761_010    882   31000.000   No   No   Yes Black/African American
741  554961_010    651   63915.000   No   No    No                   <NA>
742  555679_010    686   30000.000   No   No   Yes                   <NA>
743  551461_020    633   76000.000   No   No    No        White/Caucasian
744  554098_010    677    7800.000   No   No   Yes                   <NA>
745  551808_020    843   19248.000   No   No   Yes Black/African American
746  559069_020    695  189003.000   No   No    No        White/Caucasian
747  552843_010    937   17832.000   No   No   Yes        White/Caucasian
748  553206_010    656    3604.000  Yes   No   Yes Black/African American
749  557983_010    824   11840.000   No   No    No                   <NA>
750  559501_010    658  228533.430   No   No    No        White/Caucasian
751  555797_010    622    1980.000   No   No   Yes                   <NA>
752  556175_010    650  220000.000   No   No   Yes        White/Caucasian
753  550860_010    823   93200.000   No   No   Yes Black/African American
754  555578_010    725   13824.000   No   No   Yes Black/African American
755  556990_010    630   70000.000   No   No   Yes        White/Caucasian
756  555955_010   1070   10920.000  Yes   No    No Black/African American
757  551950_020    823   37978.774   No   No   Yes        White/Caucasian
758  559002_010    645   98137.254   No   No   Yes Black/African American
759  557461_010    660  407606.754  Yes   No   Yes        White/Caucasian
760  556483_010    629  180640.000   No   No   Yes Black/African American
761  557966_010    653  130000.000   No   No   Yes                   <NA>
762  556008_020    566  209782.624  Yes   No   Yes        White/Caucasian
763  559587_020    861   49100.000   No   No   Yes        White/Caucasian
764  556541_010    689    9208.000   No   No    No Black/African American
765  557902_010    862   15264.000   No   No   Yes        White/Caucasian
766  550183_010    879   55000.000   No   No    No                  Other
767  557225_010    618   15252.000  Yes  Yes    No                   <NA>
768  559515_020    809  218690.633  Yes   No   Yes Black/African American
769  551779_010    764  637040.695   No   No   Yes Black/African American
770  552775_020    580  117050.000   No   No   Yes                   <NA>
771  552011_010    628   61537.649   No   No    No Black/African American
772  552638_020    527  137000.000   No   No   Yes                   <NA>
773  555037_010    615   72000.000   No   No   Yes                   <NA>
774  557963_010    685   88689.000   No  Yes    No                   <NA>
775  553446_010    605   17592.000   No   No    No                   <NA>
776  556323_020    662  122012.000   No   No   Yes        White/Caucasian
777  558156_010    903   17964.000   No   No    No                  Other
778  551646_010    679   51200.000   No   No   Yes                   <NA>
779  554591_020    582  127020.000   No   No   Yes Black/African American
780  559373_010    625   13032.000   No   No   Yes                   <NA>
781  552339_010    662   11748.000  Yes   No    No        White/Caucasian
782  555931_010    656  332712.192   No   No   Yes                  Other
783  557384_010    862   37700.000  Yes   No   Yes Black/African American
784  555086_010    657  109120.000   No  Yes    No                   <NA>
785  556424_010    622   49000.000   No   No   Yes        White/Caucasian
786  553935_010    836   19086.000   No   No    No Black/African American
787  557253_010    891   30671.980  Yes   No   Yes        White/Caucasian
788  553852_010    635       0.000   No   No   Yes        White/Caucasian
789  554789_020    745  149048.000   No   No   Yes Black/African American
790  551110_010    823   13806.325   No   No    No Black/African American
791  556873_010    843  131080.000  Yes   No   Yes        White/Caucasian
792  559812_010    686   51200.000   No  Yes   Yes Black/African American
793  557223_020    773   30300.000   No   No   Yes        White/Caucasian
794  559283_010    636   52774.571  Yes   No   Yes                   <NA>
795  559353_010    617   38536.101   No   No    No        White/Caucasian
796  557141_010    638   96428.000  Yes   No   Yes        White/Caucasian
797  558131_010    674  168000.000   No   No   Yes        White/Caucasian
798  555578_020    701   14148.000   No   No   Yes Black/African American
799  557965_010    613  287339.246   No   No   Yes        White/Caucasian
800  558115_010    675       0.000  Yes   No    No                   <NA>
801  558052_010    681   10000.000  Yes  Yes   Yes        White/Caucasian
802  552681_010    624   51000.000   No   No   Yes Black/African American
803  559379_010    616  105000.000   No   No    No                   <NA>
804  558867_010    816   37079.926   No   No   Yes Black/African American
805  559229_020    574  418024.000  Yes   No   Yes        White/Caucasian
806  555785_020    496   30598.050   No   No    No                   <NA>
807  550569_020    642  320000.000   No   No   Yes        White/Caucasian
808  554154_020    673   43760.000  Yes   No   Yes        White/Caucasian
809  552192_010    679   15600.000   No   No   Yes                  Other
810  552949_020    651  134000.000   No   No    No        White/Caucasian
811  557892_020    980   45240.000   No   No    No        White/Caucasian
812  553280_020    486   50000.000   No   No    No                   <NA>
813  554604_020    621   21600.000   No   No   Yes                   <NA>
814  555209_010    630  364400.000   No   No   Yes        White/Caucasian
815  554840_010    663   30869.000  Yes   No   Yes                  Other
816  559785_010    675   75520.000  Yes  Yes   Yes        White/Caucasian
817  550299_010    669   72600.000   No   No   Yes                   <NA>
818  554772_010   1048   19604.000   No   No   Yes Black/African American
819  552874_020    787   42300.000   No   No   Yes        White/Caucasian
820  556768_020    866   41208.000   No   No    No                  Other
821  559010_010    812   20908.000   No   No   Yes Black/African American
822  559928_010    644    3959.941   No   No   Yes        White/Caucasian
823  553413_020    771   87000.000  Yes   No   Yes                  Other
824  557909_020    418   51682.000   No   No   Yes                  Other
825  554773_010    749   60000.000   No   No    No Black/African American
826  559734_010    663  108836.000   No   No    No                   <NA>
827  552780_020    849   99200.000   No   No   Yes                  Other
828  554655_010    642   15024.000  Yes   No   Yes        White/Caucasian
829  556876_010    788   90000.000   No   No   Yes        White/Caucasian
830  559820_010    635  176000.000   No   No   Yes        White/Caucasian
831  559984_010    909   15600.000   No   No    No        White/Caucasian
832  556983_020    614  148000.000   No   No    No                   <NA>
833  552184_010    646   10200.000  Yes   No   Yes                   <NA>
834  559573_010    771    1788.000  Yes   No   Yes        White/Caucasian
835  552314_010    774   70000.000   No   No   Yes Black/African American
836  554301_020    589  109000.000   No   No   Yes        White/Caucasian
837  552154_020    596   10968.000   No   No    No        White/Caucasian
838  555210_010    819   23808.000  Yes   No    No Black/African American
839  555336_010    797   35000.000   No   No   Yes Black/African American
840  559691_010    609   71000.000   No   No    No        White/Caucasian
841  559341_010    668   20100.000   No   No   Yes Black/African American
842  552100_010    760  178080.000   No   No   Yes Black/African American
843  556796_010    610   36682.528   No   No   Yes        White/Caucasian
844  550316_010    796   19332.000   No   No   Yes                  Other
845  558191_010    667  243600.000   No   No   Yes                   <NA>
846  556666_020    570  186600.000   No   No    No        White/Caucasian
847  552812_010    655  153404.000  Yes   No   Yes Black/African American
848  552786_010    718   39154.111  Yes   No   Yes                  Other
849  555506_010    607   25274.273   No  Yes    No                   <NA>
850  558939_020    741  145000.000   No   No   Yes                  Other
851  554006_010    896   26420.000  Yes   No    No        White/Caucasian
852  553707_010   1016   37978.774   No   No   Yes                  Other
853  559567_010    825   37181.174   No   No    No Black/African American
854  554144_010    663   31616.000   No   No    No                   <NA>
855  550688_010    621   19100.000  Yes  Yes   Yes                  Other
856  557480_010    617       0.000  Yes   No    No                  Other
857  553914_020    612  250800.000   No   No   Yes                   <NA>
858  552660_020    924   37200.000   No   No    No Black/African American
859  556148_020    919   36024.000   No   No   Yes        White/Caucasian
860  559912_020    682  133000.000   No   No   Yes        White/Caucasian
861  559431_020    614  115000.000   No   No   Yes                  Other
862  554069_010    804   13149.386   No   No   Yes Black/African American
863  552681_010    624   51311.000   No   No   Yes                  Other
864  558629_010    835  383500.000   No   No    No        White/Caucasian
865  557118_010    626   22846.000   No   No   Yes                  Other
866  557320_020    571  164000.000   No   No   Yes        White/Caucasian
867  553775_010    652  101036.000  Yes   No   Yes                  Other
868  555663_010    682   89670.804   No   No   Yes                  Other
869  551833_010    637   83800.000   No   No   Yes                   <NA>
870  553994_020    615   10968.000  Yes  Yes    No        White/Caucasian
871  555073_020    667  212942.661   No   No   Yes        White/Caucasian
872  555797_010    622    2000.000   No   No   Yes                   <NA>
873  558281_010   1063   21500.000  Yes   No    No                  Other
874  550683_010    635  306283.154  Yes   No   Yes Black/African American
875  554972_020    556   46892.000   No   No   Yes Black/African American
876  555294_010    641   22110.000   No   No    No                   <NA>
877  558441_010    640  308000.000   No   No   Yes                   <NA>
878  554330_020    676  161000.000  Yes   No   Yes        White/Caucasian
879  553780_020    672  383500.000   No   No   Yes Black/African American
880  551412_020    680   73120.000   No   No   Yes        White/Caucasian
881  553534_010    655  104400.000   No   No   Yes                   <NA>
882  554449_010    699  263279.733   No   No   Yes Black/African American
883  552332_020    769  122600.000  Yes   No   Yes        White/Caucasian
884  556579_010    866   18049.141  Yes   No    No                  Other
885  554256_020    669   13872.000   No   No    No                  Other
886  556453_020    774   37800.000  Yes   No    No Black/African American
887  551748_010    661  100000.000   No   No   Yes        White/Caucasian
888  555601_020    735   59040.000  Yes   No   Yes Black/African American
889  554899_020    493   33663.623  Yes   No   Yes        White/Caucasian
890  558174_020    939  141276.000   No  Yes   Yes        White/Caucasian
891  553771_010    656   12420.000  Yes   No   Yes                  Other
892  556878_020    568   94400.000   No   No   Yes        White/Caucasian
893  556185_010    772   18840.000   No   No    No Black/African American
894  556200_010    644  136817.000   No   No   Yes        White/Caucasian
895  550790_020    569  418024.000   No   No   Yes                   <NA>
896  550967_020    767   84600.000  Yes   No    No Black/African American
897  555274_010    698   47400.000  Yes   No    No                  Other
898  556069_010    895   16800.000   No   No   Yes Black/African American
899  556675_020    576  115000.000   No   No   Yes                  Other
900  558252_010    619   13806.325  Yes   No   Yes Black/African American
901  556495_020    608   55000.000   No   No    No                   <NA>
902  556995_010    652  102784.980   No   No   Yes                   <NA>
903  554851_010    968    6140.000  Yes   No   Yes        White/Caucasian
904  550686_010    701   28680.000   No   No    No        White/Caucasian
905  552118_020    746  101338.000   No   No   Yes                  Other
906  554690_020    595  120000.000   No   No   Yes        White/Caucasian
907  554172_010    735   31000.000   No   No   Yes                  Other
908  559286_010    807   85000.000   No   No    No Black/African American
909  556437_020    640    2916.000   No   No   Yes                   <NA>
910  554864_020    633  145000.000   No   No   Yes                   <NA>
911  556050_010    646  238400.000   No   No   Yes        White/Caucasian
912  559416_010    680   52000.000   No   No   Yes Black/African American
913  559071_010    706       0.000   No   No   Yes        White/Caucasian
914  559750_010    833   28932.000   No   No   Yes                  Other
915  556634_010    611   24960.000   No   No    No                   <NA>
916  558252_010    620   14160.000  Yes   No   Yes Black/African American
917  552721_010    891   14113.430  Yes   No   Yes Black/African American
918  553948_020    782  118000.000  Yes   No   Yes Black/African American
919  559587_020    812   48200.000   No   No   Yes        White/Caucasian
920  558546_010    726   11880.000   No   No   Yes                  Other
921  557855_010    714   32580.000  Yes   No   Yes Black/African American
922  552819_010    673  276881.000   No   No   Yes                   <NA>
923  557538_020    667    4320.000   No   No   Yes        White/Caucasian
924  556441_010    711   20000.000   No   No   Yes Black/African American
925  559600_020    664   70020.000   No   No   Yes                   <NA>
926  556424_020    544   48200.000  Yes   No    No        White/Caucasian
927  552228_010    660   12000.000   No   No   Yes                   <NA>
928  555650_010    668   53400.000   No   No   Yes        White/Caucasian
929  557014_010    988   46793.034  Yes   No    No Black/African American
930  558897_010    618   12251.412   No   No    No        White/Caucasian
931  559269_020    615  100960.000   No   No   Yes        White/Caucasian
932  559292_010    681       0.000   No   No   Yes Black/African American
933  554152_020    684  327000.000   No   No   Yes        White/Caucasian
934  557461_020    606  404000.000  Yes   No   Yes        White/Caucasian
935  555163_010    651  200000.000   No   No    No        White/Caucasian
936  558155_010    706   16320.000  Yes   No    No Black/African American
937  559691_010    609   70800.000   No   No    No        White/Caucasian
938  551092_010    679   99000.000   No   No   Yes                   <NA>
939  558671_020    909   30869.000  Yes   No    No        White/Caucasian
940  555351_010    646   69278.635   No   No   Yes Black/African American
941  553574_010    641  100000.000   No   No   Yes Black/African American
942  551512_010    779   19380.000   No   No   Yes        White/Caucasian
943  556666_020    569  188000.000   No   No    No        White/Caucasian
944  559762_010    656   73537.000   No   No   Yes        White/Caucasian
945  550166_010    653  356087.063  Yes   No   Yes        White/Caucasian
946  552816_020    764       0.000   No   No   Yes        White/Caucasian
947  553227_010    676   14796.000   No   No   Yes        White/Caucasian
948  556240_010    689   15000.000   No   No   Yes Black/African American
949  555152_010    661  707600.000   No   No   Yes        White/Caucasian
950  551660_010    855   24132.000   No   No   Yes Black/African American
951  555192_020   1060   19716.000   No  Yes   Yes                  Other
952  558532_020    663   60200.000   No   No    No                   <NA>
953  552490_010    862    5860.000   No   No    No Black/African American
954  557811_010    619  148060.000  Yes   No   Yes        White/Caucasian
955  551144_010    927   19500.000   No   No    No        White/Caucasian
956  552971_010    813   21000.000  Yes  Yes   Yes Black/African American
957  556869_010    885   69479.000  Yes   No    No Black/African American
958  556541_010    682    8880.000   No   No    No Black/African American
959  553399_020    861  212942.661   No   No    No Black/African American
960  553114_010    629  156204.000   No   No   Yes                   <NA>
961  552179_010    626   35000.000   No   No   Yes                   <NA>
962  559408_010    862   68403.000   No   No   Yes        White/Caucasian
963  559842_010    629  250080.000  Yes   No   Yes        White/Caucasian
964  551442_010    704   25405.000   No   No    No Black/African American
965  550661_010    651   22004.000  Yes   No    No        White/Caucasian
966  554238_020    912   62862.000   No   No   Yes        White/Caucasian
967  556121_010    661    9750.000  Yes   No    No                   <NA>
968  551940_010    672  119008.000   No   No   Yes        White/Caucasian
969  550183_010    879   55000.000   No   No    No                  Other
970  552510_010    625   93809.033   No   No   Yes        White/Caucasian
971  553319_010    634   59404.000   No   No   Yes                   <NA>
972  558344_010    654   75520.000  Yes   No   Yes                   <NA>
973  553315_020    735   56003.000   No   No   Yes        White/Caucasian
974  555578_010    726   13860.000   No   No   Yes Black/African American
975  559094_010    642   26400.000   No   No   Yes Black/African American
976  550920_010    731   16392.679  Yes   No   Yes                   <NA>
977  554449_010    698  258224.000   No   No   Yes Black/African American
978  550428_010    713   55000.000   No   No   Yes Black/African American
979  559129_010    700   23200.000   No   No   Yes                  Other
980  556323_010    635  122036.000   No   No   Yes        White/Caucasian
981  554569_010    894   33972.000   No   No    No Black/African American
982  552976_020    581  147012.000   No   No   Yes                   <NA>
983  559707_010    643  136656.000   No   No   Yes                   <NA>
984  557924_020    627  116500.000   No   No    No        White/Caucasian
985  557446_010    663   65000.000   No  Yes    No        White/Caucasian
986  551380_010    654  104400.000   No   No   Yes        White/Caucasian
987  551944_020    635  135024.000   No   No   Yes                   <NA>
988  550156_010    612  289000.000   No   No    No        White/Caucasian
989  554069_010    823   12960.000   No   No   Yes Black/African American
990  555697_020    654   15192.000  Yes   No   Yes        White/Caucasian
991  551110_010    823   13843.000   No   No    No Black/African American
992  557786_010    740   45000.000   No   No   Yes Black/African American
993  557965_020    568  289000.000   No   No   Yes        White/Caucasian
994  550295_010    627   25260.000  Yes   No   Yes        White/Caucasian
995  559586_010    664  129600.000   No   No   Yes                  Other
996  552231_010    632  102200.000   No   No   Yes                   <NA>
997  559649_010    733   53400.000   No   No   Yes Black/African American
998  554247_020    980   22000.000  Yes   No    No        White/Caucasian
999  553121_010    677    7200.000   No   No   Yes        White/Caucasian
1000 552025_010    619  116500.000   No   No   Yes Black/African American
1001 558568_020    804   52000.000  Yes   No    No Black/African American
1002 553757_020    621  267060.000   No   No   Yes        White/Caucasian
1003 553948_020    782  118000.000  Yes   No   Yes Black/African American
1004 556249_020    607  711600.000   No   No   Yes                  Other
1005 553399_010    862  209782.624   No   No    No Black/African American
1006 557630_020    590   55012.000   No   No   Yes        White/Caucasian
1007 556390_010    632   12000.000   No   No   Yes        White/Caucasian
1008 556869_010    885   70080.000  Yes   No    No Black/African American
1009 557320_020    574  164000.000   No   No   Yes        White/Caucasian
1010 555004_010    620   15000.000   No   No   Yes                  Other
1011 550239_010    639    8940.000   No   No   Yes Black/African American
1012 557889_010    752       0.000   No   No    No                  Other
1013 559973_010    652  150512.000  Yes   No    No        White/Caucasian
1014 556300_020    636  385000.000   No   No    No                   <NA>
1015 550201_020    484  281000.000   No   No   Yes        White/Caucasian
1016 552118_020    665  101400.000   No   No   Yes                  Other
1017 551759_010    659  134000.000   No   No   Yes        White/Caucasian
1018 557111_010    911   38452.000  Yes   No   Yes Black/African American
1019 559603_020    813  105000.000  Yes   No   Yes Black/African American
1020 556717_020    642  360000.000   No   No   Yes                   <NA>
1021 553879_010    734   13097.695   No   No   Yes                  Other
1022 556732_010    774   47777.107   No   No   Yes        White/Caucasian
1023 556431_010    620  118000.000   No   No   Yes                   <NA>
1024 550683_010    635  303916.197  Yes   No   Yes Black/African American
1025 559698_010    616  407606.754   No   No   Yes                   <NA>
1026 559010_010    813   20820.000   No   No   Yes Black/African American
1027 555065_010    660  196000.000   No   No    No                   <NA>
1028 553112_010    791   43200.000   No   No   Yes Black/African American
1029 555405_010    637   70080.000   No   No   Yes                  Other
1030 550882_010    645    6180.000   No   No   Yes Black/African American
1031 559287_010    924   96267.615   No   No   Yes        White/Caucasian
1032 553961_020    675  169876.000  Yes   No   Yes        White/Caucasian
1033 559624_010    668   85449.191   No   No   Yes                   <NA>
1034 555578_010    765   13824.000   No   No   Yes Black/African American
1035 557856_010    731   11772.000   No   No    No                  Other
1036 552741_010    667   45421.000  Yes   No   Yes Black/African American
1037 559093_020    565   50400.000   No   No   Yes Black/African American
1038 559764_010    737   13527.000   No   No   Yes Black/African American
1039 554161_010    619  124000.000   No   No   Yes        White/Caucasian
1040 556225_020    507   63000.000   No   No   Yes                   <NA>
1041 554017_010    866   10344.000   No   No    No        White/Caucasian
1042 554578_010    674  175000.000   No   No    No                  Other
1043 558175_010    630  534004.000   No   No   Yes                   <NA>
1044 550015_010    678   90000.000   No   No   Yes                  Other
1045 554006_010    897   26400.000  Yes   No    No        White/Caucasian
1046 557424_010    623   54026.574  Yes   No   Yes Black/African American
1047 554069_020    733   13208.000   No   No    No Black/African American
1048 559269_010    649  100900.000   No   No   Yes        White/Caucasian
1049 555464_010    641   10348.000  Yes   No   Yes        White/Caucasian
1050 558271_010    648  139000.000   No   No   Yes        White/Caucasian
1051 554305_010    862   39132.000   No   No   Yes        White/Caucasian
1052 552320_010    757   13200.000   No   No    No        White/Caucasian
1053 556271_010    748   13149.386  Yes   No    No                  Other
1054 556979_010    644   26880.000   No   No   Yes        White/Caucasian
1055 556621_010    801   19200.000  Yes   No   Yes        White/Caucasian
1056 551057_010    927   15000.000   No  Yes    No        White/Caucasian
1057 557680_020    857   46020.000   No   No   Yes Black/African American
1058 554443_010    773   30724.000  Yes   No   Yes        White/Caucasian
1059 557446_010    663   65000.000   No  Yes    No        White/Caucasian
1060 557510_020    564   88690.000   No   No    No Black/African American
1061 558380_010    759    4688.000   No   No    No        White/Caucasian
1062 555137_010    686   13884.000   No   No   Yes Black/African American
1063 553715_010    739    2209.000  Yes   No    No Black/African American
1064 558582_010    655   62000.000  Yes   No   Yes        White/Caucasian
1065 550637_020    627  455012.000   No   No   Yes                   <NA>
1066 558390_010    658  127522.562   No   No    No                  Other
1067 555151_010    627  369257.048   No  Yes   Yes        White/Caucasian
1068 555018_010    691  156660.000   No   No    No Black/African American
1069 552840_010    635   37200.000   No   No   Yes                   <NA>
1070 552874_020    761   42300.000  Yes   No   Yes        White/Caucasian
1071 557924_020    629  117012.000   No  Yes    No        White/Caucasian
1072 552976_020    583  147012.000   No   No   Yes                   <NA>
1073 552741_010    675   45421.000  Yes   No   Yes Black/African American
1074 552104_010    605   19381.000   No  Yes   Yes        White/Caucasian
1075 553014_010    867  235960.000  Yes   No   Yes                  Other
1076 552025_010    619  117050.000   No   No   Yes Black/African American
1077 552154_010    662   11000.000   No   No   Yes        White/Caucasian
1078 556428_010    801   42200.000  Yes   No   Yes Black/African American
1079 552629_010    939   30780.000  Yes   No   Yes Black/African American
1080 557151_010    968   44000.000   No   No    No Black/African American
1081 551150_010    888     203.000   No   No   Yes                  Other
1082 553778_020    798  126000.000  Yes   No   Yes Black/African American
1083 559286_010    807   84600.000   No   No    No Black/African American
1084 558309_010    987   12348.000   No   No   Yes                  Other
1085 553055_020    733   40498.000  Yes   No    No Black/African American
1086 557902_010    861   15385.000   No   No   Yes        White/Caucasian
1087 552011_010    628   61324.356   No   No    No Black/African American
1088 550964_010    629  637040.695   No   No   Yes        White/Caucasian
1089 550516_010    748   13032.000   No   No   Yes Black/African American
1090 554256_010    662   13800.000   No   No    No                  Other
1091 551744_020    711  194000.000   No   No    No        White/Caucasian
1092 552363_020    591   76033.000   No   No   Yes        White/Caucasian
1093 550410_010    608  100010.000   No   No    No                   <NA>
1094 551529_010    994   20100.000   No   No    No Black/African American
1095 552301_010    925   11880.000   No   No   Yes        White/Caucasian
1096 551928_010    643   28264.000  Yes   No    No        White/Caucasian
1097 556668_020    992   23616.000   No  Yes   Yes        White/Caucasian
1098 558445_010    690       0.000   No   No   Yes Black/African American
1099 552395_010   1027    9600.000   No   No   Yes        White/Caucasian
1100 554154_020    673   44000.000   No   No   Yes        White/Caucasian
1101 550267_020    688  133000.000   No   No   Yes        White/Caucasian
1102 559241_010    659  277412.000   No   No   Yes        White/Caucasian
1103 554152_020    684  334248.000   No   No   Yes        White/Caucasian
1104 555216_010    907   44400.000   No   No   Yes                  Other
1105 559178_020    739   94204.000   No   No    No Black/African American
1106 556325_020    572   83000.000   No   No   Yes                   <NA>
1107 556939_010    635   31336.000   No  Yes   Yes                   <NA>
1108 559969_020    932   30000.000   No   No    No        White/Caucasian
1109 552306_020    610  188000.000   No   No   Yes                   <NA>
1110 550461_010    764   15600.000  Yes   No    No        White/Caucasian
1111 558082_010    983   15252.000   No   No    No Black/African American
1112 557811_020    646  148000.000   No   No   Yes        White/Caucasian
1113 553879_010    735   13032.000   No   No   Yes                  Other
1114 550583_010    651   94788.000   No  Yes   Yes        White/Caucasian
1115 559917_010    668       0.000   No   No   Yes        White/Caucasian
1116 558594_010    668    9600.000   No   No   Yes                   <NA>
1117 556732_010    774   47520.000   No   No   Yes        White/Caucasian
1118 556793_010    647     300.000   No   No   Yes                  Other
1119 557461_020    617  407606.754  Yes   No   Yes        White/Caucasian
1120 557811_020    654  148024.000  Yes   No   Yes        White/Caucasian
1121 558576_010    686   52000.000  Yes   No   Yes        White/Caucasian
1122 557529_010    618  120024.000   No   No   Yes                   <NA>
1123 550645_010    797  145400.000   No   No   Yes        White/Caucasian
1124 551263_020    634  160080.000   No   No   Yes        White/Caucasian
1125 553534_010    651  104900.000   No   No   Yes                   <NA>
1126 553948_010    781  118000.000  Yes  Yes    No Black/African American
1127 557967_020    645  267060.000   No   No   Yes        White/Caucasian
1128 552494_010    682  285000.000   No   No   Yes        White/Caucasian
1129 552775_020    580  117000.000   No   No   Yes                   <NA>
1130 550759_010    830   17520.000   No   No   Yes                  Other
1131 556666_020    567  187800.000   No   No    No        White/Caucasian
1132 552079_010    618   70000.000   No   No    No        White/Caucasian
1133 554660_020    665   11040.000  Yes   No   Yes        White/Caucasian
1134 558540_010    767    9672.000   No   No   Yes        White/Caucasian
1135 551263_020    634  160120.000   No   No   Yes        White/Caucasian
1136 550110_010    674    3000.000   No   No    No        White/Caucasian
1137 550931_010    653   31616.000   No   No   Yes                   <NA>
1138 555503_020    676   30000.000   No   No   Yes                  Other
1139 550920_010    784   16608.000  Yes   No   Yes                   <NA>
1140 559818_010    652   23142.000   No   No   Yes                   <NA>
1141 552766_010    895   17592.000   No   No   Yes Black/African American
1142 557510_020    566   88690.000   No   No    No Black/African American
1143 557725_010    685  100900.000   No   No   Yes        White/Caucasian
1144 552721_010    892   14040.000  Yes   No   Yes Black/African American
1145 558532_010    613   60400.000   No   No   Yes                   <NA>
1146 552177_010    653   82000.000   No   No   Yes        White/Caucasian
1147 556241_010    633   25962.000   No   No    No        White/Caucasian
1148 550064_010    675  110500.000  Yes   No   Yes        White/Caucasian
1149 559905_010    591    3959.941   No   No    No                   <NA>
1150 554280_010    633   80000.000   No   No    No                   <NA>
1151 557391_020    866   25032.000  Yes   No    No        White/Caucasian
1152 554877_010    623  105000.000  Yes   No   Yes Black/African American
1153 556493_010    717   26400.000   No   No   Yes Black/African American
1154 552154_010    662   11000.000   No   No   Yes        White/Caucasian
1155 555178_010    823   49496.000   No   No   Yes Black/African American
1156 554486_010    831   50607.954  Yes   No    No Black/African American
1157 552886_010    873   22800.000  Yes   No    No Black/African American
1158 554438_010    747   11928.000  Yes   No   Yes Black/African American
1159 555978_010    745    1681.298   No   No   Yes Black/African American
1160 555476_010    641  327040.000   No   No   Yes        White/Caucasian
1161 551253_010    625   67884.000  Yes   No   Yes Black/African American
1162 555113_020    598   84800.000   No   No   Yes                   <NA>
1163 558552_020    758   70512.000   No   No   Yes                  Other
1164 557131_010    768  113000.000   No   No   Yes Black/African American
1165 554330_020    676  161000.000  Yes   No   Yes        White/Caucasian
1166 557213_010    783    7650.000   No   No   Yes        White/Caucasian
1167 558543_020    776  276400.000  Yes   No   Yes        White/Caucasian
1168 557538_020    667    4320.000   No   No   Yes        White/Caucasian
1169 553030_010    624   46020.000  Yes   No   Yes        White/Caucasian
1170 557283_010    670   31000.000   No   No   Yes        White/Caucasian
1171 555311_020    564  484000.000   No   No    No                   <NA>
1172 555156_020    647  106000.000  Yes   No   Yes                  Other
1173 554387_010    668  218690.633   No   No   Yes                   <NA>
1174 552812_010    655  153000.000  Yes   No   Yes Black/African American
1175 550066_010    963   87706.076  Yes   No    No        White/Caucasian
1176 556266_010    685   12708.000  Yes   No    No Black/African American
1177 550614_010    644  166711.764   No   No   Yes        White/Caucasian
1178 553430_010    661   66000.000   No   No   Yes        White/Caucasian
1179 559600_020    668   70000.000   No   No    No                   <NA>
1180 553970_010    663   75000.000  Yes   No   Yes        White/Caucasian
1181 552819_010    669  274191.814   No   No   Yes                   <NA>
1182 551664_010    897   66000.000  Yes   No   Yes Black/African American
1183 558922_010    633   14712.000   No   No    No Black/African American
1184 550458_010    674  343280.000   No   No   Yes                   <NA>
1185 558198_010    645   25304.000  Yes   No    No                   <NA>
1186 558403_020    588  129000.000   No   No   Yes Black/African American
1187 557721_020    643   60400.000   No   No    No        White/Caucasian
1188 559029_020    609  152501.000   No   No   Yes        White/Caucasian
1189 555331_010    669  145000.000   No   No   Yes        White/Caucasian
1190 553294_010    643   55012.000   No   No   Yes                   <NA>
1191 553280_010    646   50000.000   No   No    No                  Other
1192 555578_020    713   13956.000   No   No   Yes Black/African American
1193 556493_020    817   26400.000  Yes   No    No Black/African American
1194 554073_010    617  175536.000   No   No    No Black/African American
1195 555169_010    660   20000.000   No   No   Yes        White/Caucasian
1196 555848_010    772       0.000   No   No   Yes Black/African American
1197 551514_010    656   13527.000   No   No   Yes                   <NA>
1198 559353_010    617   38200.000   No   No    No        White/Caucasian
1199 554855_010    824  145000.000   No   No   Yes Black/African American
1200 559834_010    896   20574.000  Yes   No   Yes        White/Caucasian
1201 555307_010    762   12348.000   No   No    No Black/African American
1202 553139_020    623   50000.000   No   No   Yes        White/Caucasian
1203 551127_010    827   11700.000   No   No    No        White/Caucasian
1204 550536_010    925  115000.000   No   No   Yes Black/African American
1205 556300_010    635  383500.000   No   No    No                   <NA>
1206 551975_010    641  104208.000   No   No   Yes                   <NA>
1207 550064_010    674  110000.000   No   No   Yes Black/African American
1208 557258_010    665   68664.000   No   No   Yes                   <NA>
1209 554652_010    631   48000.000   No   No   Yes        White/Caucasian
1210 559511_010    681  119000.000   No   No   Yes        White/Caucasian
1211 557014_010    824   47220.000  Yes   No    No Black/African American
1212 551334_010    754   94788.000  Yes   No   Yes Black/African American
1213 550201_020    481  285000.000   No   No   Yes        White/Caucasian
1214 556495_020    608   55040.000   No   No   Yes                   <NA>
1215 559598_010    687  372036.209   No   No    No Black/African American
1216 554740_010    707       0.000  Yes   No   Yes Black/African American
1217 559839_010    638  380300.000   No   No    No                  Other
1218 558552_020    757   70332.000   No   No   Yes Black/African American
1219 559234_010    623  137979.058  Yes   No   Yes                   <NA>
1220 554690_020    597  120001.000   No   No   Yes        White/Caucasian
1221 555134_010    670    9672.000   No   No   Yes                   <NA>
1222 559235_010    629   99000.000   No   No    No                   <NA>
1223 557461_020    606  404000.000  Yes   No   Yes        White/Caucasian
1224 552238_010    673    2304.000   No   No   Yes                   <NA>
1225 559748_010    758   29200.000   No  Yes   Yes Black/African American
1226 553641_010    627   50000.000   No  Yes    No                  Other
1227 552304_010    758  182200.000   No   No   Yes        White/Caucasian
1228 551808_020    792   19200.000   No   No   Yes Black/African American
1229 552395_010   1037    9672.000   No   No   Yes        White/Caucasian
1230 556621_010    800   19040.000  Yes   No   Yes        White/Caucasian
1231 555962_010    865   29700.000  Yes   No    No Black/African American
1232 552660_010    924   37000.000  Yes   No   Yes Black/African American
1233 555041_020    912   49100.000  Yes   No    No Black/African American
1234 555042_010    682  130252.000   No  Yes    No                  Other
1235 553832_010    873   14377.649  Yes  Yes    No Black/African American
1236 555663_020    628   90000.000   No   No    No        White/Caucasian
1237 559001_010    834    6720.000   No   No   Yes                  Other
1238 551222_010    643  135000.000   No   No   Yes                   <NA>
1239 557141_010    638   96267.615  Yes   No   Yes        White/Caucasian
1240 552753_010    642  113000.000   No   No    No        White/Caucasian
1241 551744_010    665  194000.000   No   No   Yes        White/Caucasian
1242 559567_020    717   37079.926  Yes   No    No Black/African American
1243 552618_020    862   25600.000   No   No    No Black/African American
1244 559617_020    649  194080.000   No   No   Yes        White/Caucasian
1245 559494_020    457       0.000   No   No    No        White/Caucasian
1246 552789_010    758   90000.000   No   No   Yes Black/African American
1247 552156_010    783   27300.000   No   No   Yes Black/African American
1248 558133_010    677  135000.000  Yes   No   Yes        White/Caucasian
1249 558404_020    766  105000.000   No   No   Yes                  Other
1250 559235_010    629   98030.000   No   No    No                   <NA>
1251 553503_020    609   80500.000  Yes  Yes   Yes        White/Caucasian
1252 552154_020    597   11208.000   No   No    No        White/Caucasian
1253 554687_010    643  142650.000   No   No   Yes                   <NA>
1254 558155_010    705   16600.000  Yes   No    No Black/African American
1255 551064_010    675   56800.000   No   No   Yes                   <NA>
1256 556125_010    964   13843.000  Yes   No   Yes Black/African American
1257 554899_020    484   33460.000  Yes   No   Yes        White/Caucasian
1258 557344_010    698   13600.000  Yes   No    No Black/African American
1259 558366_020    639  150000.000   No   No   Yes        White/Caucasian
1260 550941_010    910   16848.000   No   No    No        White/Caucasian
1261 556475_010    859   66040.000   No   No   Yes Black/African American
1262 556675_020    576  115336.201   No   No   Yes                  Other
1263 556352_010    703   61324.356   No   No   Yes                  Other
1264 557619_010    666  187008.000   No   No   Yes                   <NA>
1265 558765_010    749   16848.000  Yes   No    No Black/African American
1266 553067_010    645  182200.000   No   No   Yes                   <NA>
1267 553610_010    649  110144.000   No   No   Yes        White/Caucasian
1268 550267_020    688  132848.000   No   No   Yes        White/Caucasian
1269 557690_010    720   24752.000  Yes   No    No                  Other
1270 557630_020    589   55000.000   No   No   Yes        White/Caucasian
1271 558950_010    661   71000.000  Yes   No   Yes                   <NA>
1272 556495_020    608   55000.000   No   No    No                   <NA>
1273 559969_010    899   30174.637  Yes   No   Yes                  Other
1274 554674_020    753   78256.000   No   No   Yes Black/African American
1275 554344_020    840   58000.000  Yes   No   Yes Black/African American
1276 553646_010    619  223000.000   No   No   Yes                   <NA>
1277 555648_010    658   40000.000   No   No   Yes                   <NA>
1278 552423_020    666       0.000   No   No    No Black/African American
1279 553780_010    691  385000.000   No   No   Yes Black/African American
1280 553817_010    681   43000.000  Yes   No    No Black/African American
1281 559494_020    481       0.000   No   No    No        White/Caucasian
1282 557882_010    634   10000.000   No   No   Yes        White/Caucasian
1283 557568_010    621   68320.000   No   No   Yes        White/Caucasian
1284 559080_010    679   20400.000  Yes   No   Yes                   <NA>
1285 553846_010    605   14400.000   No   No   Yes                   <NA>
1286 553778_010    754  126000.000   No   No   Yes Black/African American
1287 556288_020    904  308000.000   No   No   Yes        White/Caucasian
1288 551878_010    712   44505.000  Yes   No   Yes Black/African American
1289 557633_010    799    1000.000  Yes   No   Yes Black/African American
1290 551073_010    649    3360.000   No   No   Yes                  Other
1291 556993_010    628  186025.000   No   No   Yes        White/Caucasian
1292 559234_020    673  137000.000   No   No   Yes                   <NA>
1293 556038_010    769   70900.000   No   No   Yes Black/African American
1294 552964_020    650  107000.000   No   No    No        White/Caucasian
1295 553908_020    569     300.000   No   No   Yes Black/African American
1296 555929_010    670   42300.000   No   No    No        White/Caucasian
1297 557681_010    782   16748.872  Yes   No    No Black/African American
1298 550685_010    655   34236.000  Yes   No   Yes        White/Caucasian
1299 552874_020    801   42200.000   No   No   Yes        White/Caucasian
1300 552454_010    772   96004.000   No   No   Yes                  Other
1301 551248_010    702  110000.000   No   No   Yes Black/African American
1302 554409_020    591    3600.000   No   No    No                  Other
1303 551845_010    823   39928.000  Yes   No   Yes Black/African American
1304 558266_010    680   45060.000   No   No   Yes        White/Caucasian
1305 556549_010    869   13416.000  Yes   No    No                  Other
1306 558703_010    636   18000.000  Yes   No   Yes                   <NA>
1307 558143_020    601  534004.000   No   No   Yes        White/Caucasian
1308 559762_010    656   73640.000   No   No   Yes        White/Caucasian
1309 555754_010    589  195000.000   No   No   Yes                   <NA>
1310 550851_020    569       0.000   No   No   Yes        White/Caucasian
1311 550418_010    638    3000.000   No   No   Yes                   <NA>
1312 553743_020    804   10000.000   No   No   Yes Black/African American
1313 550930_010    675   93680.000  Yes   No    No Black/African American
1314 555156_020    643  106000.000  Yes   No   Yes                  Other
1315 555053_020    937   25320.000  Yes   No    No        White/Caucasian
1316 554899_020    476   33460.000  Yes   No   Yes        White/Caucasian
1317 555891_010    676   17964.000  Yes   No   Yes Black/African American
1318 552734_010    644   17424.000   No   No   Yes Black/African American
1319 559785_020    679   75563.157   No   No   Yes                  Other
1320 550428_010    713   55000.000   No   No   Yes Black/African American
1321 554427_010    637  200100.000   No   No   Yes                  Other
1322 554069_020    722   13200.000   No   No    No Black/African American
1323 555215_010    619       0.000   No   No   Yes                   <NA>
1324 559878_010   1014   36682.528  Yes   No   Yes        White/Caucasian
1325 557997_010    655  819600.000  Yes   No   Yes                   <NA>
1326 558366_020    639  150000.000   No   No   Yes        White/Caucasian
1327 552816_020    812       0.000   No   No   Yes        White/Caucasian
1328 550605_010    789   17661.151  Yes   No   Yes                  Other
1329 557882_010    633   10080.000   No   No   Yes        White/Caucasian
1330 550143_010    910   45503.939   No   No   Yes Black/African American
1331 551712_010    872   60340.000   No   No   Yes                  Other
1332 555792_010    687  299440.000   No   No   Yes        White/Caucasian
1333 555777_010    653   21001.000   No   No    No        White/Caucasian
1334 556666_020    568  189000.000   No   No    No Black/African American
1335 554847_010    627    3600.000   No   No   Yes                   <NA>
1336 557883_010    639   93003.000   No   No   Yes                   <NA>
1337 553273_010    659   56000.000  Yes   No   Yes Black/African American
1338 559044_020    722  173000.000   No   No   Yes        White/Caucasian
1339 559315_010    636   31000.000  Yes   No    No                  Other
1340 556531_010    706   40950.000  Yes   No   Yes Black/African American
1341 552822_020    630  318283.858   No   No   Yes        White/Caucasian
1342 555103_010    648   29100.000  Yes   No   Yes        White/Caucasian
1343 553627_010    627  155000.000   No   No    No                   <NA>
1344 558174_010    961  142650.000   No   No   Yes Black/African American
1345 552065_010    845   18278.000   No   No   Yes Black/African American
1346 559567_020    717   37181.174  Yes   No    No Black/African American
1347 558290_020    629  353005.511   No   No   Yes Black/African American
1348 555439_010    620  160644.000   No   No   Yes                   <NA>
1349 556921_010    877   28264.000   No   No    No Black/African American
1350 559928_010    638    3820.000   No   No   Yes        White/Caucasian
1351 555037_010    615   72000.000   No   No   Yes                   <NA>
1352 554550_010    610   53400.000   No   No    No                   <NA>
1353 555349_010    687  116500.000   No   No    No        White/Caucasian
1354 551878_010    769   44485.048  Yes   No   Yes                  Other
1355 556573_010    865  124589.000  Yes  Yes    No Black/African American
1356 555354_010    935   29436.000   No  Yes    No Black/African American
1357 556990_010    630   70000.000   No   No   Yes        White/Caucasian
1358 550736_010    988   47520.000   No   No    No Black/African American
1359 557349_020    595  110000.000   No   No   Yes                  Other
1360 553273_010    659   55400.000  Yes   No   Yes Black/African American
1361 557624_020    672   21800.000   No   No   Yes        White/Caucasian
1362 555115_010    868   45784.000   No   No    No Black/African American
1363 555441_020    725   52774.571   No   No   Yes        White/Caucasian
1364 557824_010    797  125000.000   No   No   Yes                  Other
1365 557140_010    623   56000.000   No   No   Yes                   <NA>
1366 558737_010    849   47000.000   No   No    No        White/Caucasian
1367 557751_010    700   93200.000   No   No   Yes Black/African American
1368 559877_020    556    5812.000   No   No   Yes        White/Caucasian
1369 559603_020    787  105000.000   No   No   Yes Black/African American
1370 551156_020    535  194127.867   No   No    No                   <NA>
1371 559600_010    654   70000.000   No   No   Yes                   <NA>
1372 550155_010    643  340000.000   No   No    No        White/Caucasian
1373 559080_020    588   20568.000  Yes   No    No                   <NA>
1374 554026_010    694   12360.000  Yes   No    No                  Other
1375 554413_010    781   14880.000   No   No   Yes                   <NA>
1376 554789_010    759  148320.000   No   No   Yes Black/African American
1377 550093_020    762  267060.000   No   No   Yes Black/African American
1378 551923_010    641  109000.000   No   No   Yes Black/African American
1379 556433_010    670       0.000   No   No    No                   <NA>
1380 550418_010    638    3000.000   No   No   Yes                   <NA>
1381 555286_010   1050   16757.841   No  Yes   Yes        White/Caucasian
1382 550683_010    636  301201.732  Yes   No   Yes Black/African American
1383 555463_020   1016   12728.443  Yes   No    No        White/Caucasian
1384 551069_010    900   24132.000  Yes   No   Yes        White/Caucasian
1385 555586_010    657   29200.000   No   No   Yes                   <NA>
1386 557664_010    964   54000.000  Yes   No   Yes                  Other
1387 554213_010    646  149048.000   No   No   Yes        White/Caucasian
1388 552681_020    613   51384.000   No   No   Yes Black/African American
1389 559586_010    664  130000.000   No   No   Yes                  Other
1390 553837_020    863   77010.000  Yes   No   Yes        White/Caucasian
1391 556806_010    848   24400.000   No   No    No Black/African American
1392 555332_010    660  107054.866   No   No   Yes                   <NA>
1393 558157_010    622   89300.000  Yes   No    No                   <NA>
1394 551179_020    689  250080.000   No   No   Yes Black/African American
1395 556606_010    668   40012.000   No   No   Yes Black/African American
1396 557630_010    629   55000.000  Yes   No    No        White/Caucasian
1397 557213_010    785    7320.000   No   No   Yes        White/Caucasian
1398 559103_010    626  353005.511   No   No   Yes        White/Caucasian
1399 551512_010    780   19320.000   No   No   Yes        White/Caucasian
1400 558049_010    818   63915.000   No   No   Yes        White/Caucasian
1401 556424_020    543   49240.000  Yes   No    No        White/Caucasian
1402 556179_010    652  108040.000   No   No   Yes Black/African American
1403 557518_010    698  124589.000   No   No   Yes        White/Caucasian
1404 551735_020    617  276881.000   No   No   Yes        White/Caucasian
1405 550514_020    618   53616.000   No   No   Yes                  Other
1406 555460_010    640   22500.000   No   No   Yes                   <NA>
1407 553446_010    605   17661.151   No   No    No                   <NA>
1408 558602_010    733   53384.000   No   No    No        White/Caucasian
1409 557557_010    647   35944.967   No   No   Yes        White/Caucasian
1410 552306_020    607  187800.000  Yes   No   Yes                   <NA>
1411 550790_020    568  445000.000   No   No   Yes                   <NA>
1412 559963_010    658  124353.000  Yes   No   Yes Black/African American
1413 558390_010    658  128000.000   No   No    No                  Other
1414 553765_010    650   67000.000   No   No   Yes                  Other
1415 556135_010    645   40000.000  Yes   No   Yes                  Other
1416 558935_010    794    8400.000   No   No   Yes        White/Caucasian
1417 557751_010    700   93424.188   No   No   Yes Black/African American
1418 555405_010    637   70000.000   No   No   Yes                  Other
1419 554318_010    955   57872.869   No   No    No        White/Caucasian
1420 550943_010    753    3360.000  Yes   No   Yes                  Other
1421 559785_010    677   75563.157  Yes  Yes   Yes        White/Caucasian
1422 559283_020    621   52668.000   No   No   Yes                   <NA>
1423 554717_010    663    2304.000   No   No   Yes        White/Caucasian
1424 550962_020    625   46793.034  Yes   No   Yes Black/African American
1425 555441_020    650   52306.909   No   No   Yes        White/Caucasian
1426 558679_020    625  217200.000   No   No    No                   <NA>
1427 553951_020    629   76033.000   No   No    No                  Other
1428 559445_010    671   13149.386   No   No    No Black/African American
1429 553443_010    814   50000.000  Yes   No    No Black/African American
1430 556536_010    647   14508.000  Yes   No    No        White/Caucasian
1431 552548_010    780   84012.000   No   No   Yes        White/Caucasian
1432 559484_020    641  127000.000   No   No   Yes                  Other
1433 551744_010    660  194080.000   No   No   Yes        White/Caucasian
1434 558664_010    693   67400.000  Yes  Yes   Yes        White/Caucasian
1435 557802_010    807   41208.000   No   No   Yes Black/African American
1436 554302_010    887   30174.637  Yes   No   Yes        White/Caucasian
1437 556758_010    644   40000.000   No   No   Yes        White/Caucasian
1438 559470_020    836   17328.000  Yes   No   Yes        White/Caucasian
1439 553432_010    860   38475.624   No   No    No Black/African American
1440 555427_010    851   25405.000  Yes   No    No Black/African American
1441 559722_010    635  312198.000   No   No   Yes                   <NA>
1442 551098_010    650  285240.000   No   No    No        White/Caucasian
1443 553738_010    924   22800.000   No   No    No Black/African American
1444 557785_010    628  181200.000   No   No    No        White/Caucasian
1445 555375_010    715   40000.000   No   No   Yes Black/African American
1446 550038_010    640   72000.000  Yes   No   Yes        White/Caucasian
1447 556018_020    638   55000.000   No   No   Yes        White/Caucasian
1448 559793_010    654   98030.000   No   No    No                   <NA>
1449 551169_010    681   24000.000   No   No   Yes        White/Caucasian
1450 559350_010    653   77010.000   No   No    No        White/Caucasian
1451 551781_010    670   16816.000   No   No   Yes                   <NA>
1452 557036_010    615   56764.000  Yes   No    No                   <NA>
1453 557269_010    706   75700.000   No  Yes   Yes                  Other
1454 557699_010    619   10920.000   No   No    No Black/African American
1455 558450_020    637  160080.000   No   No   Yes        White/Caucasian
1456 554845_020    810   95824.000   No   No   Yes Black/African American
1457 557538_020    739    4320.000   No   No   Yes        White/Caucasian
1458 558142_010    990   13200.000  Yes   No   Yes        White/Caucasian
1459 551748_010    661   99472.590   No   No   Yes        White/Caucasian
1460 559420_010    556  109000.000   No   No   Yes                   <NA>
1461 555339_010    649       0.000   No   No   Yes        White/Caucasian
1462 554680_010    786    2880.000   No   No   Yes Black/African American
1463 551025_020    706   61200.000   No   No   Yes Black/African American
1464 553508_010    663    1681.298   No   No    No                   <NA>
1465 558039_010    760    3000.000  Yes   No   Yes                   <NA>
1466 555601_010    700   58286.511  Yes   No   Yes Black/African American
1467 550745_010    620  126600.000   No   No    No                   <NA>
1468 555331_020    560  145400.000   No   No   Yes        White/Caucasian
1469 550155_020    601  340000.000   No   No   Yes        White/Caucasian
1470 559616_010    638   56800.000   No  Yes   Yes                  Other
1471 559814_010    669  223349.581   No   No   Yes        White/Caucasian
1472 557322_020    800  119220.000   No   No    No Black/African American
1473 555176_010    789   78500.000   No   No   Yes Black/African American
1474 558191_020    567  243000.000   No   No   Yes                   <NA>
1475 557139_010    850   10344.000  Yes   No   Yes Black/African American
1476 553623_020    772   85488.000   No   No   Yes Black/African American
1477 553670_010    627 1800012.000   No   No    No                   <NA>
1478 557269_010    707   75563.157   No  Yes   Yes                  Other
1479 551529_010    992   20280.000   No   No    No Black/African American
1480 559283_010    643   52700.000   No   No   Yes                   <NA>
1481 554540_010    681   89008.000   No   No    No                   <NA>
1482 550428_010    685   55308.000   No   No   Yes Black/African American
1483 557097_010    635   16460.606   No  Yes   Yes                   <NA>
1484 552748_020    774   30436.000   No   No    No Black/African American
1485 558693_010    630   72000.000  Yes   No   Yes                  Other
1486 553118_020    607   28932.000   No   No    No                   <NA>
1487 558039_010    760    2880.000  Yes   No   Yes                   <NA>
1488 556993_020    564  185000.000   No   No   Yes        White/Caucasian
1489 556325_010    658   83000.000   No   No   Yes                   <NA>
1490 559818_010    652   23520.000   No   No   Yes                   <NA>
1491 552482_020    745   51200.000   No  Yes   Yes        White/Caucasian
1492 551104_010    670   19852.000   No   No    No                  Other
1493 554471_010    612  123759.964   No   No   Yes        White/Caucasian
1494 552429_010    787   55000.000   No   No   Yes Black/African American
1495 555115_010    878   45500.000   No   No    No Black/African American
1496 554486_020    873   50551.154   No   No   Yes Black/African American
1497 554312_010    679   51000.000   No   No   Yes                   <NA>
1498 558797_010    626  211696.111   No   No    No                   <NA>
1499 550889_010    633    3000.000  Yes  Yes    No                   <NA>
1500 558532_010    613   60400.000   No   No   Yes                   <NA>
1501 553778_020    797  127000.000  Yes   No   Yes Black/African American
1502 559391_010   1086    4688.000   No   No   Yes        White/Caucasian
1503 555844_010    644   64000.000   No   No   Yes        White/Caucasian
1504 553790_020    667  160644.000   No   No   Yes        White/Caucasian
1505 550962_010    642   47000.000   No   No   Yes Black/African American
1506 550817_010    912   23184.000  Yes   No   Yes Black/African American
1507 557885_020    744  103000.000  Yes   No   Yes                  Other
1508 552822_010    630  318283.858   No   No   Yes        White/Caucasian
1509 553512_010    661  114000.000   No   No    No                   <NA>
1510 559471_010    711       0.000   No   No   Yes        White/Caucasian
1511 552490_010    862    5040.000   No   No    No Black/African American
1512 557814_010    635  325480.000   No   No   Yes        White/Caucasian
1513 555702_010    720   93000.000   No   No   Yes Black/African American
1514 550362_010    671    2520.000  Yes  Yes    No        White/Caucasian
1515 551335_020    601  269682.462  Yes   No   Yes Black/African American
1516 556964_010    679   36600.000  Yes  Yes   Yes                   <NA>
1517 556149_010    714   16596.000   No   No   Yes                  Other
1518 558594_010    668    9480.000   No   No   Yes                   <NA>
1519 554252_020    586  101400.000   No   No   Yes                  Other
1520 559445_010    671   13128.000   No   No    No Black/African American
1521 557226_010    930   17520.000   No   No    No Black/African American
1522 552648_020    799   15948.000  Yes   No    No Black/African American
1523 550421_010    901   15948.000   No  Yes    No Black/African American
1524 551686_020    638   72000.000   No   No   Yes Black/African American
1525 553114_020    625  157200.000   No   No   Yes                   <NA>
1526 552911_010    623   55000.000   No   No   Yes Black/African American
1527 554591_020    579  126800.000   No   No   Yes Black/African American
1528 551863_020    745   85488.000   No   No   Yes Black/African American
1529 551412_020    674   72872.000   No   No   Yes        White/Caucasian
1530 554717_010    663    2500.000   No   No   Yes        White/Caucasian
1531 553393_010    630    6648.000   No   No    No        White/Caucasian
1532 553911_010    964   10080.000   No   No    No Black/African American
1533 559963_010    657  124353.000  Yes   No   Yes Black/African American
1534 551155_010    543   68095.000   No   No    No                   <NA>
1535 550536_010    927  115000.000   No   No   Yes Black/African American
1536 551346_010    687       0.000   No   No   Yes                  Other
1537 557411_020    618   33020.000  Yes  Yes   Yes        White/Caucasian
1538 557484_020    626  228032.000   No   No    No                   <NA>
1539 557617_010    780   73510.000  Yes   No   Yes Black/African American
1540 550320_010    628   11208.000   No   No    No                  Other
1541 556686_020    839   69120.000  Yes   No   Yes        White/Caucasian
1542 550880_010    662   49800.000  Yes   No    No        White/Caucasian
1543 550609_010    665  114656.000   No   No   Yes        White/Caucasian
1544 550272_010    665   47521.893   No   No   Yes        White/Caucasian
1545 551843_010    683  153000.000   No   No    No        White/Caucasian
1546 559471_010    709       0.000   No   No   Yes        White/Caucasian
1547 552028_020    625  303916.197   No   No   Yes Black/African American
1548 553925_010    989    8400.000   No   No    No Black/African American
1549 550581_020    797   22564.000   No   No   Yes        White/Caucasian
1550 554408_010    656  180640.000   No   No   Yes                   <NA>
1551 553014_020    868  237050.000   No   No   Yes                  Other
1552 559157_020    853   10348.000   No   No   Yes Black/African American
1553 557595_010    836   30300.000  Yes   No   Yes                  Other
1554 554432_020    868  109120.000   No   No   Yes        White/Caucasian
1555 557551_010    647  110300.000   No   No   Yes                   <NA>
1556 553710_010    626   21936.000   No   No   Yes        White/Caucasian
1557 555785_020    503   30600.000   No   No    No                   <NA>
1558 557615_010    629  102020.000   No   No   Yes                   <NA>
1559 558286_010    691    9480.000   No   No   Yes        White/Caucasian
1560 555560_010    699   85180.000   No   No    No Black/African American
1561 551735_020    621  276570.000   No   No   Yes        White/Caucasian
1562 550419_010   1058   25260.000   No   No   Yes Black/African American
1563 552892_020    725   92000.000   No  Yes   Yes Black/African American
1564 550817_010    913   23120.000  Yes   No   Yes Black/African American
1565 557396_010    825   17324.000   No   No    No Black/African American
1566 554365_010    778     300.000  Yes   No   Yes                  Other
1567 558552_010    783   70520.000   No   No    No                  Other
1568 555489_020    706  129000.000   No   No   Yes        White/Caucasian
1569 559806_020    649   55000.000  Yes   No   Yes        White/Caucasian
1570 552292_010    692   10920.000  Yes   No    No        White/Caucasian
1571 552819_010    669  277200.000   No   No   Yes                   <NA>
1572 559467_020    669  357000.000   No   No   Yes        White/Caucasian
1573 555341_010    673   23748.000  Yes   No   Yes        White/Caucasian
1574 553884_010    610   37700.000   No   No    No                   <NA>
1575 554604_010    623   21770.862   No   No   Yes                   <NA>
1576 555137_010    746   14160.000   No   No   Yes Black/African American
1577 556471_010    791   43000.000   No   No   Yes Black/African American
1578 554604_020    621   21600.000   No   No   Yes                   <NA>
1579 558103_010    619     804.000   No  Yes    No        White/Caucasian
1580 550445_010   1008  155580.000   No   No   Yes Black/African American
1581 558366_010    675  150000.000   No   No   Yes        White/Caucasian
1582 554885_010    791   33460.000  Yes   No    No Black/African American
1583 554506_010    914   18048.000   No   No    No        White/Caucasian
1584 555962_010    864   29600.000  Yes   No    No Black/African American
1585 556079_010    662   44485.048  Yes   No    No        White/Caucasian
1586 550201_020    486  280020.000   No   No   Yes        White/Caucasian
1587 550233_010    778   25320.000  Yes   No   Yes        White/Caucasian
1588 550554_010    624   72872.000   No   No   Yes                   <NA>
1589 557642_010    678   67000.000   No   No   Yes        White/Caucasian
1590 550218_020    689  168400.000   No   No    No        White/Caucasian
1591 554344_020    844   58286.511  Yes   No    No Black/African American
1592 555765_010    655  100315.000   No   No    No        White/Caucasian
1593 559990_010    656   50000.000   No   No   Yes                   <NA>
1594 559094_010    642   26268.000   No   No   Yes Black/African American
1595 554903_010    746   45152.000   No   No   Yes Black/African American
1596 558316_010    841   25600.000  Yes   No    No                  Other
1597 556833_010    651   73000.000   No   No   Yes        White/Caucasian
1598 557882_010    633   10000.000   No   No   Yes        White/Caucasian
1599 555911_010    617   18030.697   No   No   Yes        White/Caucasian
1600 556513_010    725   30332.902   No   No   Yes Black/African American
1601 552693_010    659   29576.000  Yes   No    No                  Other
1602 557322_020    839  119000.000   No   No    No Black/African American
1603 559190_020    649  145200.000   No   No   Yes        White/Caucasian
1604 558543_020    776  276400.000  Yes   No   Yes        White/Caucasian
1605 552646_010    626  130000.000   No   No    No        White/Caucasian
1606 550181_010    666   55308.000   No   No    No Black/African American
1607 553321_010    746   29700.000   No   No   Yes Black/African American
1608 559698_010    616  402720.000   No   No   Yes                   <NA>
1609 552395_010   1022    9600.000   No   No   Yes        White/Caucasian
1610 556345_010    755   21708.000  Yes  Yes    No                  Other
1611 550201_010    633  285240.000   No   No   Yes        White/Caucasian
1612 555844_010    644   64376.000   No   No   Yes        White/Caucasian
1613 557349_020    597  110000.000   No   No   Yes                  Other
1614 555215_020    619       0.000   No   No   Yes                   <NA>
1615 559506_010    665   96004.000  Yes   No   Yes                   <NA>
1616 558441_010    640  299440.000   No   No   Yes                   <NA>
1617 554163_010    678  325480.000   No   No   Yes        White/Caucasian
1618 553114_020    611  155000.000   No   No   Yes                   <NA>
1619 551143_020    607   27600.000   No  Yes   Yes        White/Caucasian
1620 551048_010    648   74020.000   No   No    No                   <NA>
1621 555952_010    612  102929.000  Yes   No    No        White/Caucasian
1622 558144_010    657   18840.000   No   No   Yes Black/African American
1623 559270_010    625       0.000   No   No   Yes                   <NA>
1624 553699_010    758   10920.000   No  Yes    No        White/Caucasian
1625 557710_010   1048   34800.000   No   No    No Black/African American
1626 551098_010    650  281000.000   No   No    No        White/Caucasian
1627 552852_010    729  102200.000   No   No   Yes Black/African American
1628 558837_010    808     250.000   No   No   Yes        White/Caucasian
1629 559839_010    638  378052.138   No   No    No                  Other
1630 552648_010    769   15948.000  Yes   No   Yes Black/African American
1631 555209_010    633  360000.000   No   No   Yes        White/Caucasian
1632 553761_010    653   19040.000   No   No   Yes        White/Caucasian
1633 555797_010    622    1980.000   No   No   Yes                   <NA>
1634 558155_010    707   16320.000   No   No    No Black/African American
1635 558646_010    772   19852.000   No   No   Yes Black/African American
1636 555215_010    619       0.000   No   No   Yes                   <NA>
1637 555073_010    706  212942.661  Yes   No   Yes Black/African American
1638 552363_020    591   76000.000   No   No   Yes        White/Caucasian
1639 555065_010    659  194127.867   No   No    No                   <NA>
1640 553280_010    648   50000.000   No   No    No                  Other
1641 553327_010    622   12660.000  Yes   No   Yes Black/African American
1642 557460_010    918   40410.370   No   No    No Black/African American
1643 556441_010    711   20000.000   No   No   Yes Black/African American
1644 555780_010    819   89008.000   No   No   Yes                  Other
1645 555166_010    648    5484.000   No   No   Yes                   <NA>
1646 554398_010    643   21120.000   No   No   Yes        White/Caucasian
1647 557792_010    621  244738.170   No   No   Yes Black/African American
1648 557152_020    631   83000.000   No   No    No        White/Caucasian
1649 551944_020    631  135000.000   No   No   Yes                   <NA>
1650 555553_010    684   62862.000   No   No   Yes                   <NA>
1651 556159_010    632  165236.000   No   No   Yes        White/Caucasian
1652 554481_010    767   55308.000   No   No    No Black/African American
1653 558953_010    657       0.000   No   No    No                   <NA>
1654 551279_010    651     480.000   No   No   Yes Black/African American
1655 554438_010    747   12168.000  Yes   No   Yes Black/African American
1656 552059_010    737   28104.000  Yes   No    No        White/Caucasian
1657 559586_010    664  130244.000   No   No   Yes                  Other
1658 557544_010    676   87000.000   No   No   Yes                   <NA>
1659 557882_010    634   10080.000   No   No   Yes        White/Caucasian
1660 551957_010    623  114820.000   No   No   Yes        White/Caucasian
1661 555603_020    531  535269.708   No   No    No        White/Caucasian
1662 556668_020    942   23808.000  Yes   No   Yes        White/Caucasian
1663 559023_010    637   28680.000  Yes   No    No                   <NA>
1664 553280_020    476   50000.000   No   No    No                   <NA>
1665 558123_010    969    3492.000   No   No   Yes Black/African American
1666 555073_020    676  212117.637   No   No   Yes        White/Caucasian
1667 550698_020    805   46000.000  Yes   No   Yes Black/African American
1668 558694_020    642  347933.333   No   No   Yes        White/Caucasian
1669 553413_020    771   87000.000  Yes   No   Yes                  Other
1670 558410_010    616  194080.000   No   No   Yes                   <NA>
1671 550015_020    597   90000.000   No   No   Yes                  Other
1672 559932_010    903   27948.000  Yes   No   Yes                  Other
1673 551975_020    621  104400.000   No   No   Yes                   <NA>
1674 551080_010    839   50000.000   No   No   Yes Black/African American
1675 551803_010    641  175601.000   No   No   Yes                   <NA>
1676 553849_010    925   16212.000  Yes   No    No                  Other
1677 556057_010    793   38220.000   No  Yes   Yes Black/African American
1678 552306_020    609  189003.000  Yes   No   Yes                   <NA>
1679 552613_010    619   76000.000   No   No   Yes        White/Caucasian
1680 555071_020    579  124589.000   No  Yes   Yes Black/African American
1681 556799_020    605  210000.000  Yes   No    No        White/Caucasian
1682 550223_010    668    9840.000   No   No   Yes        White/Caucasian
1683 558693_020    649   72180.000  Yes   No   Yes                  Other
1684 555506_010    605   25249.061   No  Yes    No                   <NA>
1685 553881_010    713   58469.605   No   No   Yes Black/African American
1686 553920_010    637  228032.000   No   No   Yes                   <NA>
1687 559734_010    663  109000.000   No   No    No                   <NA>
1688 551123_010    888   24112.000   No   No   Yes                  Other
1689 558344_010    649   75510.095  Yes   No   Yes                   <NA>
1690 550524_010    839   51539.746   No   No   Yes Black/African American
1691 552692_010    625  510720.000   No   No   Yes                   <NA>
1692 557061_010    644   20908.000   No   No   Yes Black/African American
1693 558849_010    650  115000.000   No   No    No        White/Caucasian
1694 551126_010    635    4375.497  Yes   No    No        White/Caucasian
1695 559321_010    640   40048.000   No   No    No                   <NA>
1696 558419_010    806   53428.000  Yes   No    No                  Other
1697 552963_010    638   15048.000   No   No    No        White/Caucasian
1698 556276_020    625   93000.000   No   No   Yes                   <NA>
1699 558445_010    687       0.000   No   No   Yes Black/African American
1700 550156_020    612  289000.000  Yes   No    No        White/Caucasian
1701 556760_010    607  770537.149   No   No   Yes                   <NA>
1702 559479_010    637   60000.000   No   No    No                   <NA>
1703 558120_010    811   15048.000   No   No   Yes Black/African American
1704 552837_010    617   74300.000   No   No    No        White/Caucasian
1705 552028_020    625  310440.000   No   No   Yes                  Other
1706 554880_010    717    2136.000   No   No   Yes                  Other
1707 559513_020    788   90000.000  Yes   No   Yes Black/African American
1708 554427_020    595  202312.000   No   No   Yes        White/Caucasian
1709 559867_010    804  299440.000   No   No   Yes        White/Caucasian
1710 557624_010    667   21760.000   No  Yes   Yes        White/Caucasian
1711 553060_020    628  117050.000   No   No   Yes        White/Caucasian
1712 553014_020    731  233054.000  Yes   No    No                  Other
1713 552892_020    725   92000.000   No  Yes   Yes Black/African American
1714 558884_010    714  153404.000  Yes   No   Yes Black/African American
1715 557858_010    626   17424.000   No   No    No        White/Caucasian
1716 550385_010    781   28717.537   No   No    No                  Other
1717 551191_010   1007   18049.141  Yes   No    No Black/African American
1718 554842_010    837       0.000  Yes   No    No Black/African American
1719 556090_010    611   77010.000   No   No   Yes        White/Caucasian
1720 552836_020    677  218690.633   No   No   Yes        White/Caucasian
1721 559487_010    898   36600.000   No   No    No        White/Caucasian
1722 550043_010    903   27524.000   No   No    No        White/Caucasian
1723 556493_010    719   26420.000   No   No   Yes Black/African American
1724 554627_010    754   79000.000   No   No   Yes        White/Caucasian
1725 554092_010    892   43760.000   No   No   Yes        White/Caucasian
1726 556394_010    691   31200.000   No   No    No Black/African American
1727 558103_010    619     750.000   No  Yes    No        White/Caucasian
1728 557842_020    613   30000.000  Yes   No    No                  Other
1729 556499_010    754   53384.000   No   No   Yes Black/African American
1730 556137_010    729   33020.000   No   No   Yes Black/African American
1731 553351_010    643   13488.000   No   No   Yes Black/African American
1732 555441_010    649   52774.571   No   No   Yes        White/Caucasian
1733 554301_020    590  109000.000   No   No   Yes        White/Caucasian
1734 552300_020    676  185000.000   No   No   Yes        White/Caucasian
1735 551150_010    888       0.000   No   No   Yes                  Other
1736 555071_020    586  124589.000   No  Yes   Yes Black/African American
1737 556845_010    655  120000.000   No   No   Yes                   <NA>
1738 559598_010    686  379754.958   No   No    No Black/African American
1739 558154_010    673       0.000   No  Yes   Yes        White/Caucasian
1740 550985_020    654  130252.000   No   No    No                  Other
1741 559831_020    972  225012.000  Yes   No    No Black/African American
1742 552479_020    490  200100.000  Yes   No   Yes        White/Caucasian
1743 552753_010    642  111600.000   No   No   Yes        White/Caucasian
1744 558897_010    618   12300.000   No   No    No        White/Caucasian
1745 550047_010    656  110752.000   No   No   Yes        White/Caucasian
1746 553793_010    666   50000.000   No   No   Yes Black/African American
1747 556833_010    651   73283.240   No   No   Yes        White/Caucasian
1748 551459_020    794   80500.000  Yes   No   Yes Black/African American
1749 555603_020    520  534004.000   No   No    No        White/Caucasian
1750 555788_010    804   87000.000   No   No    No Black/African American
1751 554862_010    671   11748.000   No  Yes   Yes                   <NA>
1752 559227_020    603  103606.365   No   No   Yes        White/Caucasian
1753 552529_020    660  134952.000   No   No   Yes        White/Caucasian
1754 559121_010    681    5000.000  Yes  Yes   Yes                  Other
1755 550410_010    608  100000.000   No   No    No                   <NA>
1756 556143_010    706   33036.000   No   No    No        White/Caucasian
1757 554238_020    908   62000.000   No   No   Yes        White/Caucasian
1758 550362_010    671    2400.000  Yes  Yes    No        White/Caucasian
1759 559425_020    636   87750.000   No   No   Yes        White/Caucasian
1760 554793_010    770   38536.101  Yes   No   Yes Black/African American
1761 550233_010    800   25260.000  Yes   No   Yes        White/Caucasian
1762 554740_010    706       0.000  Yes   No   Yes Black/African American
1763 553570_020    476   46656.000  Yes   No   Yes        White/Caucasian
1764 553166_020    988   15920.000  Yes   No    No        White/Caucasian
1765 555244_010    725   20648.000  Yes   No    No Black/African American
1766 553055_010    756   40498.000  Yes   No   Yes Black/African American
1767 550254_010    674    5760.000   No   No   Yes                   <NA>
1768 557391_010    879   24960.000   No   No    No        White/Caucasian
1769 556352_010    703   61200.000   No   No   Yes                  Other
1770 555545_020    721    3480.000   No   No   Yes Black/African American
1771 550686_010    701   28600.000   No   No    No        White/Caucasian
1772 555310_010    922    2500.000   No   No    No Black/African American
1773 555545_010    721    3576.000   No   No   Yes Black/African American
1774 556073_010    780   10968.000  Yes   No    No Black/African American
1775 553890_010    656   55040.000   No   No   Yes        White/Caucasian
1776 550254_010    674    5000.000   No   No   Yes                   <NA>
1777 559315_010    636   31200.000  Yes   No    No                  Other
1778 556154_020    656  257212.000   No   No    No Black/African American
1779 556873_010    840  131020.000  Yes   No   Yes        White/Caucasian
1780 552633_010    735   20000.000  Yes   No   Yes        White/Caucasian
1781 559893_010    748    1000.000  Yes   No    No                  Other
1782 555515_010    635   70512.000   No   No   Yes        White/Caucasian
1783 554548_010    738   79000.000  Yes   No    No Black/African American
1784 550356_010    658   24112.000  Yes  Yes    No        White/Caucasian
1785 554724_020    817   50607.954   No   No   Yes Black/African American
1786 551203_010    683   67000.000   No   No   Yes                   <NA>
1787 554448_010    776   36600.000  Yes   No   Yes Black/African American
1788 556266_010    685   12600.000  Yes  Yes    No Black/African American
1789 553482_010    688   21048.000  Yes   No   Yes Black/African American
1790 556445_010    699   21600.000  Yes   No    No                  Other
1791 552917_010    676  407606.754   No   No   Yes        White/Caucasian
1792 552840_010    635   37181.174   No   No   Yes                   <NA>
1793 558237_010    660   22763.401  Yes   No   Yes Black/African American
1794 551505_010    895    9672.000   No   No    No Black/African American
1795 552818_010    684 1015012.000   No   No   Yes        White/Caucasian
1796 559023_010    637   28637.869  Yes   No    No                   <NA>
1797 557690_010    721   24600.000  Yes   No    No                  Other
1798 558532_010    616   60475.000   No   No   Yes                   <NA>
1799 553399_010    861  209782.624   No   No    No Black/African American
1800 555441_010    650   52700.000   No   No   Yes        White/Caucasian
1801 558668_010    640   78764.000  Yes   No   Yes                   <NA>
1802 557909_010    635   51700.000   No   No   Yes        White/Caucasian
1803 557795_010    995   15826.395   No   No    No Black/African American
1804 559964_010    798   15624.000   No   No    No                  Other
1805 558951_020    654   91520.000   No  Yes    No        White/Caucasian
1806 556179_020    543  108112.000  Yes   No   Yes        White/Caucasian
1807 559346_010    876   83600.000   No   No   Yes Black/African American
1808 557710_010   1045   34674.064   No   No    No Black/African American
1809 551746_010    624   52000.000   No   No    No Black/African American
1810 558413_020    612  186600.000   No   No   Yes                   <NA>
1811 557126_020    609   99472.590   No   No   Yes        White/Caucasian
1812 553443_020    739   50212.000  Yes   No   Yes Black/African American
1813 554517_010    684       0.000   No   No   Yes                  Other
1814 559301_010    607   42000.000   No   No   Yes                   <NA>
1815 553086_010    814   18231.333  Yes   No    No Black/African American
1816 553826_020    712  175000.000   No   No   Yes        White/Caucasian
1817 551957_020    621  114656.000   No   No   Yes        White/Caucasian
1818 555241_010    635   14400.000   No   No   Yes Black/African American
1819 555749_010    661   10252.000   No   No    No                   <NA>
1820 554624_010   1097   25800.000  Yes   No    No                  Other
1821 559691_010    610   71000.000   No   No    No        White/Caucasian
1822 559839_010    638  369257.048   No   No    No Black/African American
1823 557882_010    627   10000.000   No   No   Yes        White/Caucasian
1824 558747_010    658   13200.000  Yes   No    No                  Other
1825 556260_020    689  148060.000   No   No   Yes        White/Caucasian
1826 557141_010    638   96428.000  Yes   No   Yes        White/Caucasian
1827 554203_010    658  191000.000   No   No   Yes                   <NA>
1828 557219_010    630   82020.000   No   No   Yes                   <NA>
1829 557198_010    671  133000.000   No   No   Yes        White/Caucasian
1830 556240_020    618   15160.000   No   No   Yes Black/African American
1831 550554_010    624   72600.000   No   No   Yes                   <NA>
1832 551057_010    924   15048.000   No  Yes    No        White/Caucasian
1833 551450_010    682  340000.000   No   No    No        White/Caucasian
1834 553294_020    523   54652.000  Yes   No    No                   <NA>
1835 556869_010    886   70060.000  Yes   No    No Black/African American
1836 559861_020    667  223349.581   No   No   Yes                   <NA>
1837 556138_010    713    8000.000   No  Yes   Yes Black/African American
1838 552828_010    636  303916.197   No   No   Yes Black/African American
1839 550873_010    624  123320.000  Yes   No   Yes                   <NA>
1840 554238_020    909   62412.000   No   No    No        White/Caucasian
1841 552482_010    756   51253.000   No   No   Yes        White/Caucasian
1842 559963_010    656  124589.000  Yes   No   Yes Black/African American
1843 556288_020    891  308584.288   No   No   Yes        White/Caucasian
1844 555336_010    791   35000.000   No   No   Yes Black/African American
1845 551450_010    682  344000.000   No   No    No        White/Caucasian
1846 553435_010    911   27450.000   No   No   Yes        White/Caucasian
1847 551723_010    778   27140.000   No   No   Yes Black/African American
1848 551238_010    646   72872.000   No   No   Yes        White/Caucasian
1849 559968_010    650  115000.000   No   No   Yes                   <NA>
1850 552228_020    654   12000.000   No   No   Yes                   <NA>
1851 557198_010    671  132036.000   No   No   Yes        White/Caucasian
1852 559301_020    527   42000.000   No   No   Yes                   <NA>
1853 551483_010    797   12000.000  Yes   No    No        White/Caucasian
1854 559387_010    646   33204.000  Yes   No   Yes Black/African American
1855 558602_020    767   53384.000  Yes   No   Yes        White/Caucasian
1856 550524_010    838   51700.000   No   No   Yes Black/African American
1857 558069_010    810   30000.000   No  Yes   Yes Black/African American
1858 557754_010    778   18895.000  Yes  Yes   Yes        White/Caucasian
1859 558266_010    680   45000.000   No   No   Yes        White/Caucasian
1860 556545_010    631    3900.000   No   No   Yes                  Other
1861 558309_010    988   12420.000   No   No   Yes                  Other
1862 554667_010    627  236000.000   No   No    No        White/Caucasian
1863 558268_010    629   31200.000   No   No   Yes                   <NA>
1864 558693_010    630   72000.000  Yes   No   Yes                  Other
1865 553248_010    828   65000.000   No   No    No Black/African American
1866 557721_020    647   60400.000   No   No    No        White/Caucasian
1867 557131_020    836  112500.000  Yes   No   Yes Black/African American
1868 550063_010    631   33800.000   No   No   Yes        White/Caucasian
1869 550759_010    830   17650.000   No   No   Yes                  Other
1870 552050_010    684   17412.000  Yes   No    No Black/African American
1871 555216_020    842   44485.048  Yes   No   Yes                  Other
1872 555785_020    499   30600.000   No   No    No                   <NA>
1873 552812_020    654  153404.000  Yes   No   Yes        White/Caucasian
1874 557842_010    632   30000.000  Yes   No    No        White/Caucasian
1875 559329_020    545  188000.000   No   No   Yes                  Other
1876 552231_020    650  102000.000   No   No   Yes                   <NA>
1877 554690_020    596  120000.000   No   No   Yes        White/Caucasian
1878 556549_010    868   13368.000  Yes   No    No                  Other
1879 559649_010    722   53400.000   No   No   Yes Black/African American
1880 559793_010    654   98030.000   No   No    No                   <NA>
1881 554129_020   1081   96351.675   No   No   Yes Black/African American
1882 550904_020    564  455562.777   No   No   Yes Black/African American
1883 553241_020    564  106000.000   No   No   Yes Black/African American
1884 552949_010    648  134000.000   No   No    No        White/Caucasian
1885 552100_010    758  177000.000   No   No   Yes Black/African American
1886 558837_020    808       0.000   No   No   Yes        White/Caucasian
1887 556477_010    638   13070.612  Yes   No   Yes                   <NA>
1888 558082_010    989   15600.000   No   No    No Black/African American
1889 554250_010    927  110300.000   No   No   Yes                   <NA>
1890 551110_010    824   13860.000   No   No    No Black/African American
1891 557721_020    643   60200.000   No   No    No        White/Caucasian
1892 557407_010    639   43270.000  Yes  Yes    No Black/African American
1893 553424_010    636   51682.000  Yes  Yes   Yes                   <NA>
1894 558284_010    972   35944.967  Yes   No    No Black/African American
1895 557253_010    892   30600.000  Yes   No   Yes        White/Caucasian
1896 558991_010    626   40100.000   No   No    No        White/Caucasian
1897 557126_020    609   99472.590   No   No   Yes        White/Caucasian
1898 556509_010    960   15500.000  Yes   No   Yes Black/African American
1899 559227_020    605  102680.000   No   No   Yes        White/Caucasian
1900 559484_020    634  126000.000   No   No   Yes Black/African American
1901 558004_010    637  102000.000   No   No   Yes        White/Caucasian
1902 550904_020    566  430400.000   No   No   Yes Black/African American
1903 551024_010    951   18400.000  Yes   No   Yes Black/African American
1904 550783_010   1016   20880.000   No   No    No Black/African American
1905 559691_010    607   70800.000   No   No    No        White/Caucasian
1906 552745_010    635   84012.000   No   No    No        White/Caucasian
1907 557785_020    627  180112.000   No   No    No        White/Caucasian
1908 556126_010    616   22217.000   No   No   Yes                   <NA>
1909 559786_020    633   41208.000  Yes   No    No        White/Caucasian
1910 558380_010    758    4688.000   No   No    No        White/Caucasian
1911 554256_020    669   14040.000   No   No    No                  Other
1912 559470_010    740   17328.000   No   No   Yes        White/Caucasian
1913 557775_010    641   58469.605   No   No   Yes        White/Caucasian
1914 554314_010    669   70000.000   No   No   Yes                   <NA>
1915 559762_010    656   73640.000   No   No   Yes        White/Caucasian
1916 553267_010    856       0.000   No   No   Yes                  Other
1917 552156_010    783   27140.000   No   No   Yes Black/African American
1918 551286_020    811   65600.000   No   No   Yes        White/Caucasian
1919 558927_010    652   70000.000   No   No   Yes        White/Caucasian
1920 557003_010    676    6260.000   No   No   Yes Black/African American
1921 556433_010    670       0.000   No   No    No                   <NA>
1922 550347_020    601  205002.000   No   No   Yes                   <NA>
1923 557385_020    771   31850.000   No   No   Yes Black/African American
1924 555911_010    617   17796.000   No   No   Yes        White/Caucasian
1925 558541_010    833   27450.000   No   No    No        White/Caucasian
1926 557484_020    653  229120.000   No   No    No                   <NA>
1927 557461_020    619  407606.754  Yes   No   Yes        White/Caucasian
1928 552048_010    955    1000.000   No   No   Yes        White/Caucasian
1929 557223_010    841   30332.902  Yes   No   Yes        White/Caucasian
1930 557034_010    823    3000.000   No   No    No                  Other
1931 550794_020    662  122036.000  Yes   No   Yes        White/Caucasian
1932 556433_010    670       0.000   No   No    No                   <NA>
1933 552872_020    774  485600.000   No   No   Yes        White/Caucasian
1934 556654_010    613   40000.000   No   No   Yes        White/Caucasian
1935 551514_010    656   13608.000   No   No   Yes                   <NA>
1936 551761_010    823   31080.000   No   No   Yes Black/African American
1937 553948_020    803  117228.000  Yes   No   Yes Black/African American
1938 552690_010    726   15252.000  Yes   No    No Black/African American
1939 554939_010    708   38220.000   No   No   Yes Black/African American
1940 555311_020    566  510720.000   No   No    No                   <NA>
1941 557425_010    656   40632.000   No   No   Yes                  Other
1942 553393_010    630    6800.000   No   No    No        White/Caucasian
1943 558315_020    687  190420.000   No   No    No Black/African American
1944 551305_010    649  198000.000   No   No   Yes        White/Caucasian
1945 559905_010    611    3959.941   No   No    No                   <NA>
1946 558826_010    883   18231.333  Yes   No    No Black/African American
1947 550790_020    567  430400.000   No   No   Yes                   <NA>
1948 552025_010    619  117000.000   No   No   Yes                  Other
1949 554195_010    722   50607.954   No   No    No        White/Caucasian
1950 554628_010    647   13806.325   No   No    No                   <NA>
1951 559806_010    773   55000.000   No   No    No        White/Caucasian
1952 551564_010    655   29700.000   No   No   Yes        White/Caucasian
1953 554069_020    722   13097.695   No   No    No Black/African American
1954 551767_010    643   37836.000  Yes   No    No                  Other
1955 556484_010    685   60000.000  Yes   No   Yes        White/Caucasian
1956 556367_010    666   17952.000   No   No    No Black/African American
1957 556141_020    891   75700.000  Yes   No    No                  Other
1958 553715_010    740    2000.000  Yes   No    No Black/African American
1959 551261_010    651   28000.000   No   No    No Black/African American
1960 555872_010    677   70000.000   No   No   Yes        White/Caucasian
1961 555473_010    768    3600.000   No   No   Yes Black/African American
1962 552548_010    780   83600.000   No   No   Yes        White/Caucasian
1963 551057_010    925   14796.000   No  Yes    No        White/Caucasian
1964 554427_020    595  199200.000   No   No   Yes        White/Caucasian
1965 557386_010   1066   12492.000   No   No   Yes Black/African American
1966 559512_010   1200   18108.000   No  Yes   Yes Black/African American
1967 555311_010    617  486747.804   No   No    No                   <NA>
1968 550822_010    658   71240.000  Yes  Yes   Yes Black/African American
1969 554831_010    845   72000.000   No   No   Yes Black/African American
1970 558926_010    676  120864.000   No   No    No        White/Caucasian
1971 559512_010   1093   18300.000   No  Yes   Yes Black/African American
1972 550278_010    816   21760.000  Yes   No    No Black/African American
1973 556545_010    631    4000.000   No   No   Yes                  Other
1974 553206_010    656    3240.000  Yes   No   Yes Black/African American
1975 559704_010    730   24960.000   No   No    No Black/African American
1976 557721_020    643   60276.000   No   No    No        White/Caucasian
1977 553393_010    630    7000.000   No   No    No        White/Caucasian
1978 551514_010    656   13416.000   No   No   Yes                   <NA>
1979 553826_020    701  175000.000   No   No   Yes        White/Caucasian
1980 550295_010    627   25308.000  Yes   No   Yes        White/Caucasian
1981 551026_010    939   15600.000   No   No   Yes Black/African American
1982 556114_010    633  238400.000   No   No    No        White/Caucasian
1983 553755_010    926   94400.000  Yes   No   Yes Black/African American
1984 557876_010    865   12660.000   No   No   Yes        White/Caucasian
1985 552468_010    768  124589.000  Yes   No    No        White/Caucasian
1986 557721_010    642   60340.000   No   No    No        White/Caucasian
1987 558131_010    670  168400.000   No   No   Yes        White/Caucasian
1988 559157_010    852   10197.776   No   No   Yes Black/African American
1989 557093_010    747   80280.000  Yes   No   Yes                  Other
1990 558266_010    680   44600.000   No   No   Yes        White/Caucasian
1991 554917_010    794    2760.000   No   No    No Black/African American
1992 558131_020    676  168000.000  Yes   No   Yes        White/Caucasian
1993 555245_010    635    1980.000   No   No    No Black/African American
1994 554345_020    605  178080.000   No   No   Yes                   <NA>
1995 558626_020    564   80724.000   No   No   Yes                   <NA>
1996 557773_010    679   52000.000   No   No    No        White/Caucasian
1997 557038_010    820  110300.000   No   No   Yes Black/African American
1998 551087_010    704    3600.000   No   No    No        White/Caucasian
1999 555050_010    636   38000.000  Yes   No    No                  Other
2000 550845_010    646   53428.000   No   No    No        White/Caucasian
2001 550418_010    638    2700.000   No   No   Yes                   <NA>
2002 553327_010    622   12728.443  Yes   No   Yes Black/African American
2003 555053_010    972   25249.061   No   No   Yes        White/Caucasian
2004 552053_010    685  155000.000   No   No   Yes        White/Caucasian
2005 552812_020    655  154000.000   No   No   Yes Black/African American
2006 557030_010    990       0.000   No  Yes    No Black/African American
2007 557673_010    773   47400.000   No   No   Yes Black/African American
2008 551225_010    662   33484.000  Yes   No    No                  Other
2009 550143_010    912   45421.000   No   No   Yes Black/African American
2010 554354_010    729  186600.000   No   No    No        White/Caucasian
2011 557073_020    784    2149.000   No   No   Yes                  Other
2012 551744_020    680  194000.000   No   No    No        White/Caucasian
2013 557223_010    887   30500.000  Yes   No   Yes        White/Caucasian
2014 558809_010    664   92760.000   No   No   Yes        White/Caucasian
2015 554578_020    651  175012.000   No   No    No                  Other
2016 554578_010    666  175012.000   No   No    No                  Other
2017 551783_010    791  165000.000  Yes   No   Yes Black/African American
2018 556411_010    615  281000.000   No   No   Yes                   <NA>
2019 550317_010    620   70177.547   No   No   Yes                  Other
2020 559586_010    664  129667.915   No   No   Yes                  Other
2021 556668_020    891   24000.000  Yes   No   Yes        White/Caucasian
2022 552776_010    638   12782.635   No   No   Yes Black/African American
2023 559579_020    612  192120.000   No   No   Yes                  Other
2024 550105_010    860   44302.496  Yes   No   Yes                  Other
2025 552223_010    658  779800.000  Yes   No   Yes        White/Caucasian
2026 558974_010    669   94204.000   No   No   Yes        White/Caucasian
2027 555805_010    674  248463.477   No   No   Yes                   <NA>
2028 554312_020    677   51384.000  Yes   No    No                   <NA>
2029 555780_010    821   88800.000   No   No   Yes                  Other
2030 555053_020    925   25200.000  Yes   No    No        White/Caucasian
2031 550356_010    656   24112.000  Yes  Yes    No        White/Caucasian
2032 550164_020    782  484000.000   No   No   Yes        White/Caucasian
2033 559660_010    746    8662.000   No  Yes    No Black/African American
2034 559477_020    382   31000.000   No   No    No Black/African American
2035 553121_010    677    6960.000   No   No   Yes        White/Caucasian
2036 553815_020    382  171520.000   No   No   Yes                   <NA>
2037 557924_010    649  117000.000  Yes  Yes   Yes                  Other
2038 554146_010    752   44485.048   No   No   Yes                  Other
2039 554121_010    704    2000.000   No   No    No Black/African American
2040 556475_010    860   66040.000   No   No   Yes Black/African American
2041 550918_010    729   22256.400   No   No    No Black/African American
2042 559758_010    810   34674.064  Yes   No    No Black/African American
2043 550240_020    844   47960.000  Yes   No    No        White/Caucasian
2044 556698_010    671  160040.000   No   No    No Black/African American
2045 553262_010    632   18000.000   No   No    No        White/Caucasian
2046 557680_010    812   46000.000   No   No   Yes Black/African American
2047 559425_020    635   87680.000   No   No   Yes        White/Caucasian
2048 557063_020    627  129600.000  Yes   No   Yes        White/Caucasian
2049 551207_010    639    4848.000  Yes   No   Yes        White/Caucasian
2050 558859_010    650   75280.000   No   No   Yes        White/Caucasian
2051 550228_010    773   15624.000   No   No   Yes        White/Caucasian
2052 554069_010    804   13070.612   No   No   Yes Black/African American
2053 557842_010    635   30000.000  Yes   No    No        White/Caucasian
2054 559283_010    636   52600.000   No   No   Yes                   <NA>
2055 554255_010    675   15480.000   No   No    No                  Other
2056 555891_020    667   18000.000  Yes   No   Yes        White/Caucasian
2057 559806_020    601   55212.000   No   No    No                  Other
2058 555171_010    949   12372.000   No   No   Yes Black/African American
2059 556533_020    503   79000.000   No   No    No Black/African American
2060 558185_010    660   20100.000  Yes   No   Yes        White/Caucasian
2061 557152_010    648   83204.000   No   No    No        White/Caucasian
2062 557966_010    653  130000.000   No   No   Yes                   <NA>
2063 552638_020    531  136656.000   No   No   Yes                   <NA>
2064 551316_010    669    8000.000  Yes   No    No                   <NA>
2065 556857_010    617   10344.000   No   No    No                  Other
2066 559912_020    683  133000.000   No   No   Yes        White/Caucasian
2067 554363_010    672   67500.000   No   No    No Black/African American
2068 558693_020    647   72000.000  Yes   No   Yes                  Other
2069 552648_010    771   15948.000   No   No   Yes Black/African American
2070 559752_010    837   45600.000   No   No   Yes Black/African American
2071 552906_010    619   49100.000  Yes   No   Yes                  Other
2072 559186_020    567  130000.000   No   No   Yes        White/Caucasian
2073 553623_010    711   85449.191   No   No    No Black/African American
2074 555853_010    868   10476.000   No   No    No                  Other
2075 551957_020    621  114656.000   No   No   Yes        White/Caucasian
2076 554517_010    684       0.000   No   No   Yes                  Other
2077 554832_010    738   13208.000  Yes   No   Yes        White/Caucasian
2078 555053_010   1012   25260.000   No   No   Yes        White/Caucasian
2079 553180_010   1053   26400.000   No   No    No                  Other
2080 557510_020    566   88612.000   No   No    No Black/African American
2081 554075_010    779       0.000   No   No    No        White/Caucasian
2082 559814_010    667  223000.000   No   No   Yes        White/Caucasian
2083 557544_020    602   87010.000   No   No   Yes                   <NA>
2084 556976_020    573  178528.000   No   No   Yes        White/Caucasian
2085 553738_010    924   22636.000   No   No    No Black/African American
2086 551459_010    745   80800.000  Yes   No   Yes Black/African American
2087 559653_010    823   31963.035   No   No   Yes Black/African American
2088 559921_010    644   12420.000   No   No    No        White/Caucasian
2089 551833_010    637   83600.000   No   No   Yes                   <NA>
2090 557667_010    661    6457.206  Yes   No   Yes        White/Caucasian
2091 551080_020    837   50000.000   No   No   Yes Black/African American
2092 556224_010    812   90000.000   No   No   Yes Black/African American
2093 556271_010    749   13200.000  Yes   No    No                  Other
2094 554789_010    788  148320.000  Yes   No   Yes Black/African American
2095 550964_020    674  637040.695   No   No   Yes        White/Caucasian
2096 554724_020    816   50761.000   No   No   Yes Black/African American
2097 556994_010    677  175000.000  Yes   No    No        White/Caucasian
2098 554445_010    891   18300.000  Yes   No   Yes Black/African American
2099 555653_010    624  120001.000   No   No   Yes                   <NA>
2100 555037_020    418   72000.000   No   No   Yes                   <NA>
2101 558015_010    775  380300.000   No  Yes   Yes        White/Caucasian
2102 557470_020    674  233000.000   No   No   Yes        White/Caucasian
2103 559369_010    833   14400.000   No  Yes   Yes Black/African American
2104 556144_020    763  148320.000   No   No   Yes        White/Caucasian
2105 554345_010    605  178528.000   No   No   Yes                   <NA>
2106 553921_010   1093   10000.000   No   No    No Black/African American
2107 556766_010    605   60000.000   No   No   Yes                   <NA>
2108 550385_010    774   28266.534   No   No    No                  Other
2109 552779_010   1100    6648.000   No   No   Yes        White/Caucasian
2110 554392_010    784   49400.000  Yes   No   Yes Black/African American
2111 557885_020    650  102784.980  Yes   No   Yes                  Other
2112 557349_020    597  110000.000   No   No   Yes                  Other
2113 559470_010    791   17412.000   No   No   Yes        White/Caucasian
2114 557048_020    586  131016.000   No   No    No Black/African American
2115 551214_010    797       0.000  Yes   No   Yes                  Other
2116 552578_020    657  127522.562   No   No   Yes                   <NA>
2117 553167_020    618   87000.000  Yes   No   Yes                   <NA>
2118 558617_010    691   68000.000  Yes   No   Yes        White/Caucasian
2119 554314_010    669   70012.000   No   No   Yes                   <NA>
2120 555706_020    653  130252.000   No   No   Yes Black/African American
2121 550295_010    627   25304.000  Yes   No   Yes        White/Caucasian
2122 550967_020    767   85000.000  Yes   No    No Black/African American
2123 550962_010    642   47000.000   No   No   Yes Black/African American
2124 559144_010   1008  208000.000  Yes   No    No Black/African American
2125 555113_020    597   85012.000   No   No   Yes                   <NA>
2126 558974_010    669   94000.000   No   No   Yes        White/Caucasian
2127 559223_020    591   70000.000   No   No   Yes        White/Caucasian
2128 552811_020    722  320000.000   No   No   Yes Black/African American
2129 551744_010    660  194080.000   No   No   Yes        White/Caucasian
2130 556402_010    629   15948.000   No   No    No        White/Caucasian
2131 550291_010    655   18800.000   No   No   Yes        White/Caucasian
2132 550043_010    903   27600.000   No   No    No Black/African American
2133 554228_020    837   17388.000  Yes   No   Yes        White/Caucasian
2134 553325_010    840   14508.000   No   No    No Black/African American
2135 551686_010    657   72000.000   No   No    No Black/African American
2136 559649_010    722   53400.000   No   No   Yes Black/African American
2137 552301_010    925   12012.000   No   No   Yes        White/Caucasian
2138 558109_010    685  238400.000   No   No   Yes Black/African American
2139 554899_010    613   33344.000  Yes   No   Yes        White/Caucasian
2140 550015_020    595   90000.000   No   No   Yes                  Other
2141 550985_020    653  130252.000   No   No   Yes                  Other
2142 558936_010    760   13236.192   No   No   Yes Black/African American
2143 553798_020    508  117000.000   No   No   Yes                   <NA>
2144 551132_020    683  109000.000   No   No   Yes        White/Caucasian
2145 554369_010    780    6552.000  Yes  Yes   Yes Black/African American
2146 559343_010    670    2149.000   No   No   Yes                  Other
2147 553793_010    666   50000.000   No   No   Yes Black/African American
2148 553757_020    610  267060.000   No   No   Yes        White/Caucasian
2149 557433_010    783   20000.000  Yes   No    No Black/African American
2150 555260_010    933   23748.000   No   No    No Black/African American
2151 554494_020    614  139200.000   No   No    No        White/Caucasian
2152 558739_010    630  237050.000   No   No   Yes                  Other
2153 554875_020    611     600.000   No   No   Yes Black/African American
2154 559270_010    626       0.000   No   No   Yes                   <NA>
2155 556249_020    611  707600.000   No   No   Yes                  Other
2156 553994_020    618   11000.000  Yes  Yes    No        White/Caucasian
2157 556851_010    670   12251.412   No   No   Yes Black/African American
2158 550185_020    609  100000.000   No   No   Yes        White/Caucasian
2159 555338_010    893       0.000  Yes   No   Yes Black/African American
2160 551286_020    811   65982.336   No   No   Yes                  Other
2161 555351_010    646   69278.635   No   No   Yes Black/African American
2162 559011_010    658   37079.926   No   No   Yes        White/Caucasian
2163 551085_010    669   29040.000   No   No    No                  Other
2164 552629_010    941   30600.000  Yes   No   Yes Black/African American
2165 554463_010    675   49240.000   No   No   Yes        White/Caucasian
2166 552302_010    633       0.000  Yes   No    No                   <NA>
2167 553424_010    643   51600.000  Yes   No   Yes                   <NA>
2168 551026_010    939   15345.000   No   No   Yes Black/African American
2169 556943_020    651   14160.000   No   No   Yes                  Other
2170 558646_010    772   20088.000   No   No   Yes Black/African American
2171 556827_010    836   16800.000   No   No    No                  Other
2172 550964_010    641  594000.000   No   No   Yes        White/Caucasian
2173 552053_010    686  155180.000   No   No   Yes        White/Caucasian
2174 559839_020    537  380300.000   No   No    No Black/African American
2175 550015_010    678   90000.000   No   No   Yes                  Other
2176 555331_020    556  145000.000   No   No   Yes        White/Caucasian
2177 553935_010    836   19200.000   No   No    No Black/African American
2178 553995_010    748   40012.000   No   No   Yes Black/African American
2179 557795_010    995   16000.000   No   No    No Black/African American
2180 556779_020    613  121200.000   No   No   Yes        White/Caucasian
2181 550522_010    674    1000.000   No   No    No                  Other
2182 555441_010    649   52700.000   No   No   Yes        White/Caucasian
2183 551737_020    622  194000.000   No   No   Yes        White/Caucasian
2184 558652_020    611  103000.000   No   No    No Black/African American
2185 555653_020    622  120000.000   No   No   Yes                   <NA>
2186 554163_010    678  332600.000   No   No   Yes        White/Caucasian
2187 551031_010    645   31963.035   No   No   Yes                   <NA>
2188 559300_010    680  353005.511   No   No   Yes        White/Caucasian
2189 559734_010    663  109120.000   No   No    No                   <NA>
2190 557908_010    680   23808.000   No   No    No                  Other
2191 557529_020    539  120000.000   No   No   Yes                   <NA>
2192 557784_010    657   23748.000  Yes   No   Yes Black/African American
2193 556920_010    621  134188.000   No   No   Yes        White/Caucasian
2194 556936_010    745  100480.000  Yes   No    No Black/African American
2195 557559_020    809  135000.000   No   No   Yes Black/African American
2196 559440_010    662  121200.000   No   No   Yes        White/Caucasian
2197 559990_010    652   49800.000   No   No   Yes                   <NA>
2198 551228_010    684   22776.000  Yes   No   Yes                  Other
2199 552383_010    849       0.000  Yes   No   Yes                  Other
2200 559132_010    714  228533.430   No   No   Yes                  Other
2201 554655_010    642   15000.000  Yes   No   Yes        White/Caucasian
2202 557898_010    663   42200.000  Yes   No    No                   <NA>
2203 551686_020    638   72201.000   No   No   Yes Black/African American
2204 556586_010    829   93480.000   No   No   Yes        White/Caucasian
2205 557571_010    818   22800.000  Yes  Yes    No Black/African American
2206 552499_020    746    9000.000   No   No    No                  Other
2207 559593_010    614  147000.000   No   No   Yes        White/Caucasian
2208 552019_010    623  250080.000   No   No   Yes                   <NA>
2209 556431_010    620  118000.000   No   No   Yes                   <NA>
2210 559653_010    773   31800.000   No   No   Yes Black/African American
2211 559199_020    559   34610.000   No   No   Yes                  Other
2212 558938_010    645   45240.000  Yes   No    No Black/African American
2213 552238_010    673    2500.000   No   No   Yes                   <NA>
2214 551108_020    622  119008.000   No   No    No        White/Caucasian
2215 555071_010    612  124589.000   No  Yes   Yes Black/African American
2216 557647_010    644   18300.000  Yes   No    No        White/Caucasian
2217 555925_010    850   45500.000   No   No   Yes Black/African American
2218 555511_010    606   40000.000   No   No   Yes                   <NA>
2219 553826_010    725  175000.000   No   No   Yes        White/Caucasian
2220 551735_010    622  276400.000   No   No   Yes        White/Caucasian
2221 559234_020    683  137000.000   No   No   Yes                   <NA>
2222 558703_010    641   17964.000  Yes   No   Yes                   <NA>
2223 553522_010    672  140200.000   No   No   Yes        White/Caucasian
2224 556976_010    628  178528.000   No   No   Yes        White/Caucasian
2225 550551_010    649   73510.000   No   No    No                   <NA>
2226 559272_010    623   19650.320   No   No    No Black/African American
2227 552332_020    769  122000.000  Yes   No   Yes        White/Caucasian
2228 555331_020    554  145400.000   No   No   Yes        White/Caucasian
2229 557617_010    780   73848.000  Yes   No   Yes Black/African American
2230 559963_010    657  124517.822  Yes   No   Yes Black/African American
2231 556390_010    632   12000.000   No   No   Yes        White/Caucasian
2232 555944_010    687  190420.000   No   No   Yes Black/African American
2233 553139_020    624   50000.000   No   No   Yes        White/Caucasian
2234 556456_010    631   44600.000   No   No   Yes        White/Caucasian
2235 556431_020    626  118000.000  Yes   No    No                   <NA>
2236 552177_010    652   82150.000   No   No   Yes        White/Caucasian
2237 552646_010    626  129667.915   No   No    No        White/Caucasian
2238 553552_010    914    6480.000   No   No    No                  Other
2239 550181_010    666   55000.000   No   No    No        White/Caucasian
2240 553413_010    768   87010.000   No   No    No                  Other
2241 558511_020    610   47484.000  Yes   No    No                   <NA>
2242 551080_010    837   50000.000   No   No   Yes Black/African American
2243 550100_010    644     804.000   No  Yes    No        White/Caucasian
2244 556717_020    636  366280.000   No   No   Yes                   <NA>
2245 552448_010    902   10707.000  Yes   No   Yes                  Other
2246 557063_020    627  130000.000  Yes   No   Yes        White/Caucasian
2247 555716_020    673   10000.000   No   No    No                  Other
2248 555037_010    615   72201.000   No   No   Yes                   <NA>
2249 558547_020    599    5040.000   No   No    No        White/Caucasian
2250 556413_020    670  157200.000   No   No   Yes                  Other
2251 550569_010    661  317000.000  Yes   No   Yes        White/Caucasian
2252 559346_010    900   84012.000   No   No   Yes Black/African American
2253 555022_010    626   31850.000  Yes   No   Yes                  Other
2254 556646_020    721  254000.000   No   No   Yes Black/African American
2255 554591_020    586  127000.000   No   No   Yes Black/African American
2256 550822_020    660   71240.000  Yes  Yes   Yes Black/African American
2257 558671_020    945   31235.000  Yes   No    No        White/Caucasian
2258 552748_010    760   30332.902   No   No    No Black/African American
2259 553641_010    627   50212.000   No  Yes    No                  Other
2260 554463_010    676   49100.000   No   No   Yes        White/Caucasian
2261 551628_010    708       0.000  Yes   No   Yes Black/African American
2262 557375_010    623     300.000  Yes  Yes   Yes        White/Caucasian
2263 555338_020    988       0.000   No   No   Yes                  Other
2264 557940_010    672   19380.000   No   No   Yes Black/African American
2265 555037_020    414   72180.000   No   No   Yes                   <NA>
2266 555297_020    657  540000.000   No   No   Yes                  Other
2267 557353_010    811   10236.000  Yes   No   Yes Black/African American
2268 553998_010    643       0.000  Yes   No   Yes        White/Caucasian
2269 559001_010    834    6812.000   No   No   Yes                  Other
2270 552306_020    607  189003.000   No   No   Yes                   <NA>
2271 554420_010   1040   14241.000  Yes   No   Yes Black/African American
2272 555706_020    657  130000.000   No   No   Yes Black/African American
2273 552964_010    649  107000.000   No   No    No        White/Caucasian
2274 556484_010    685   60050.000  Yes   No   Yes        White/Caucasian
2275 556038_010    768   71080.000   No   No   Yes Black/African American
2276 553241_010    628  106000.000   No   No   Yes Black/African American
2277 559029_020    603  152000.000   No   No   Yes        White/Caucasian
2278 550233_020    778   25300.000  Yes   No   Yes        White/Caucasian
2279 550375_010    762   19040.000   No   No   Yes Black/African American
2280 550583_010    648   95000.000   No  Yes   Yes        White/Caucasian
2281 552835_010    674  172000.000   No   No    No        White/Caucasian
2282 557855_010    714   32580.000  Yes   No   Yes Black/African American
2283 550147_010    716   30000.000   No   No    No Black/African American
2284 551597_020    634   26000.000   No   No    No                   <NA>
2285 550581_020    749   22534.000  Yes   No   Yes        White/Caucasian
2286 554445_010    879   18226.344  Yes   No   Yes Black/African American
2287 559472_010   1066   48366.581   No   No   Yes                  Other
2288 555663_010    682   89670.804   No   No   Yes                  Other
2289 555216_010    855   44485.048   No   No   Yes                  Other
2290 552454_010    716   96000.000   No   No   Yes                  Other
2291 552633_010    735   20000.000  Yes   No   Yes        White/Caucasian
2292 553564_020    545   35000.000  Yes   No    No        White/Caucasian
2293 557510_010    698   88800.000  Yes   No   Yes Black/African American
2294 558330_020    816   92856.000  Yes   No   Yes Black/African American
2295 553755_010   1108   94641.197  Yes   No   Yes Black/African American
2296 557456_020    788   25304.000  Yes   No    No                  Other
2297 557699_010    619   10920.000   No   No    No Black/African American
2298 552578_010    657  128435.835   No   No   Yes                   <NA>
2299 559023_010    637   28264.000  Yes   No    No                   <NA>
2300 558198_010    722   25304.000  Yes   No    No                   <NA>
2301 556205_010    629   49400.000   No   No    No                   <NA>
2302 559355_010    649   78256.000   No   No    No                   <NA>
2303 551310_010    803   80000.000   No   No   Yes Black/African American
2304 556205_010    631   49501.000   No   No    No                   <NA>
2305 556073_010    780   11052.000  Yes   No    No Black/African American
2306 551116_010    616   68664.000   No   No   Yes                   <NA>
2307 556141_020    860   75500.000  Yes   No    No                  Other
2308 551223_010    636   16824.000   No   No   Yes                   <NA>
2309 553775_020    551  101156.000  Yes   No   Yes                  Other
2310 551762_010    629   80000.000  Yes   No   Yes        White/Caucasian
2311 552342_010    663   28036.000   No   No   Yes Black/African American
2312 558174_020    947  141276.000   No   No   Yes Black/African American
2313 559660_010    753    8640.000   No  Yes    No Black/African American
2314 558281_010   1082   21716.000  Yes   No    No                  Other
2315 554748_010    685   94796.000   No   No   Yes        White/Caucasian
2316 551140_010    804   10200.000   No   No   Yes        White/Caucasian
2317 553474_020    804       0.000   No   No   Yes Black/African American
2318 554280_010    633   80000.000   No   No    No                   <NA>
2319 556484_010    685   60000.000  Yes   No   Yes        White/Caucasian
2320 555476_010    639  327000.000   No   No   Yes        White/Caucasian
2321 557484_020    653  227901.215   No   No    No                   <NA>
2322 559660_010    753    8400.000   No  Yes    No Black/African American
2323 558128_010    619  237000.000   No   No   Yes                   <NA>
2324 559346_020    912   83600.000  Yes   No   Yes Black/African American
2325 551761_020    759   31235.000  Yes   No   Yes Black/African American
2326 557102_010    645  243000.000   No   No   Yes                  Other
2327 550535_010    661   25000.000   No   No   Yes        White/Caucasian
2328 559909_010    648    2311.393   No   No   Yes Black/African American
2329 555607_010    765    1000.000   No   No   Yes        White/Caucasian
2330 555636_010    608  218032.013   No   No   Yes                   <NA>
2331 554630_010    820   40498.000  Yes   No   Yes Black/African American
2332 559269_020    613  101338.000   No   No   Yes        White/Caucasian
2333 551517_010    665    6960.000   No   No    No        White/Caucasian
2334 556089_020    709   25962.000   No   No    No        White/Caucasian
2335 558216_010    637   93480.000   No   No   Yes Black/African American
2336 552482_020    839   51000.000   No  Yes   Yes        White/Caucasian
2337 553768_010    955   12408.000  Yes   No   Yes Black/African American
2338 551337_020    896   31235.000  Yes  Yes   Yes Black/African American
2339 556350_010    643   16320.000   No   No   Yes Black/African American
2340 555959_010    623   76000.000   No   No   Yes Black/African American
2341 559083_010    815   57500.000   No   No   Yes Black/African American
2342 558446_010    650   20008.604   No   No   Yes Black/African American
2343 558175_020    614  526192.000   No   No   Yes                   <NA>
2344 552578_020    655  127840.000   No   No   Yes                   <NA>
2345 557619_010    666  188000.000   No   No   Yes                   <NA>
2346 557802_010    806   40498.000   No   No   Yes Black/African American
2347 553030_010    626   46000.000  Yes   No   Yes        White/Caucasian
2348 555395_020    682  404000.000   No   No    No        White/Caucasian
2349 554864_010    633  145400.000   No   No   Yes                   <NA>
2350 559492_020    634   73537.000  Yes   No   Yes                   <NA>
2351 555053_020    891   25272.000  Yes   No    No        White/Caucasian
2352 555258_010    653   40000.000  Yes  Yes   Yes Black/African American
2353 557617_020    776   73848.000   No   No   Yes Black/African American
2354 554603_010    634    1512.000   No   No    No Black/African American
2355 557791_010    622  100000.000  Yes   No   Yes        White/Caucasian
2356 552332_010    721  122600.000  Yes   No   Yes        White/Caucasian
2357 550653_010    976    4848.000   No   No    No        White/Caucasian
2358 555050_010    636   37896.000  Yes   No    No                  Other
2359 556276_020    625   93003.000   No   No   Yes                   <NA>
2360 550626_010    802   85000.000  Yes   No    No Black/African American
2361 556384_010    792   10703.000  Yes   No   Yes        White/Caucasian
2362 557351_010    838  106500.000   No   No    No Black/African American
2363 559877_020    559    5500.000   No   No   Yes        White/Caucasian
2364 555721_010    665   98000.000   No   No   Yes                   <NA>
2365 550637_020    627  430400.000   No   No   Yes                   <NA>
2366 554369_010    780    6840.000  Yes  Yes   Yes Black/African American
2367 559842_010    629  250000.000  Yes   No   Yes        White/Caucasian
2368 554933_010    670   11870.463   No   No   Yes        White/Caucasian
2369 555578_010    802   14200.000   No   No   Yes Black/African American
2370 550830_010    680  100000.000  Yes   No    No Black/African American
2371 557751_010    699   93200.000   No   No   Yes Black/African American
2372 559734_020    603  108400.000  Yes   No   Yes                   <NA>
2373 550041_020    615  711600.000  Yes   No   Yes                   <NA>
2374 551547_010    826   66040.000   No   No   Yes                  Other
2375 551046_010    939   16416.000  Yes   No   Yes Black/African American
2376 551646_010    679   51311.000   No   No   Yes                   <NA>
2377 554961_010    652   64800.000   No   No    No                   <NA>
2378 555192_010   1060   19716.000   No   No   Yes        White/Caucasian
2379 550041_010    614  699684.000  Yes   No   Yes                   <NA>
2380 559722_010    636  318283.858   No   No   Yes                   <NA>
2381 554845_020    812   95824.000   No   No   Yes Black/African American
2382 559425_020    643   87706.076   No   No   Yes        White/Caucasian
2383 558765_010    749   16869.661  Yes   No    No Black/African American
2384 554752_010    675  281000.000   No   No    No        White/Caucasian
2385 553262_010    632   17964.000   No   No    No        White/Caucasian
2386 557788_010    935       0.000   No   No    No                  Other
2387 556758_010    645   40000.000   No   No   Yes        White/Caucasian
2388 557180_020    589  276570.000   No   No   Yes        White/Caucasian
2389 555439_010    620  160644.000   No   No   Yes                   <NA>
2390 557417_010    805       0.000   No   No   Yes                  Other
2391 553757_020    611  268500.000   No   No   Yes        White/Caucasian
2392 557518_010    698  124800.000   No   No   Yes        White/Caucasian
2393 558062_010    714   52550.000  Yes   No   Yes Black/African American
2394 554864_020    634  144600.000   No   No   Yes                   <NA>
2395 554717_010    663    2424.000   No   No   Yes        White/Caucasian
2396 558398_010    647    1000.000   No  Yes   Yes                   <NA>
2397 558055_010    940   25832.000   No   No    No Black/African American
2398 554789_020    823  149080.000  Yes   No   Yes Black/African American
2399 556921_010    876   28600.000   No   No    No Black/African American
2400 551744_010    665  194080.000   No   No   Yes        White/Caucasian
2401 550685_010    661   34000.000  Yes   No   Yes        White/Caucasian
2402 555232_010    886   13416.000  Yes   No   Yes        White/Caucasian
2403 551645_010    912   22256.400  Yes   No   Yes        White/Caucasian
2404 557538_020    668    4772.000   No   No   Yes        White/Caucasian
2405 553778_010    783  126000.000   No   No   Yes Black/African American
2406 557223_020    773   30300.000   No   No   Yes        White/Caucasian
2407 552490_010    887    5000.000   No   No    No Black/African American
2408 551064_010    679   56800.000   No   No   Yes                   <NA>
2409 550862_020    764   27300.000   No   No   Yes Black/African American
2410 557725_010    685  101400.000   No   No   Yes        White/Caucasian
2411 557131_010    769  112500.000   No   No   Yes Black/African American
2412 559300_010    680  347933.333   No   No   Yes        White/Caucasian
2413 559968_010    650  114820.000   No   No   Yes                   <NA>
2414 550270_010    633   30174.637   No   No   Yes        White/Caucasian
2415 559565_010    897   43760.000   No  Yes    No Black/African American
2416 550851_020    569      60.000   No   No   Yes        White/Caucasian
2417 551372_010    677   16988.000   No   No   Yes        White/Caucasian
2418 554951_010    650   34610.000   No   No   Yes                  Other
2419 550404_010    684   50551.154   No   No    No Black/African American
2420 558313_010    770  236000.000   No   No   Yes Black/African American
2421 553994_010    617   10920.000  Yes  Yes    No        White/Caucasian
2422 554789_020    831  149080.000  Yes   No   Yes Black/African American
2423 557557_010    646   35944.967   No   No   Yes        White/Caucasian
2424 551973_010    682   43200.000  Yes   No   Yes        White/Caucasian
2425 550524_010    892   51682.000   No   No   Yes Black/African American
2426 554488_020    665  210364.000   No   No   Yes Black/African American
2427 553970_020    543   75000.000   No   No   Yes                  Other
2428 559857_010    666  250800.000   No   No   Yes        White/Caucasian
2429 557723_010    736     336.000   No   No   Yes Black/African American
2430 553505_020    570  243000.000   No   No   Yes        White/Caucasian
2431 559470_020    798   17380.000  Yes   No   Yes        White/Caucasian
2432 552677_010    699  560500.000   No   No   Yes        White/Caucasian
2433 551878_020    651   44328.000   No   No   Yes                  Other
2434 558321_010    633   26484.000   No   No   Yes        White/Caucasian
2435 551346_010    713       0.000   No   No   Yes                  Other
2436 554789_010    758  148320.000   No   No   Yes Black/African American
2437 555171_010    948   12420.000   No   No   Yes Black/African American
2438 552529_020    660  134600.000   No   No   Yes        White/Caucasian
2439 555138_010    654  265075.000   No   No   Yes        White/Caucasian
2440 556225_020    506   62000.000   No   No   Yes                   <NA>
2441 551808_010    896   19332.000   No   No   Yes Black/African American
2442 550458_020    674  343280.000   No   No   Yes                   <NA>
2443 557125_010    697   40000.000  Yes   No   Yes Black/African American
2444 551228_010    684   23004.000  Yes   No   Yes                  Other
2445 551030_010    654   13128.000  Yes   No   Yes        White/Caucasian
2446 550490_010    607   41688.000   No   No   Yes                   <NA>
2447 554764_010    701  100480.000  Yes   No   Yes Black/African American
2448 558517_010    632  116500.000   No   No   Yes        White/Caucasian
2449 552499_010    888    8880.000   No   No   Yes                  Other
2450 550310_010    814   34000.000  Yes   No   Yes Black/African American
2451 559622_010   1148   17736.000   No   No    No Black/African American
2452 556223_020    782  135840.000  Yes   No   Yes Black/African American
2453 559133_010    989   22752.000   No   No    No Black/African American
2454 553721_010    662   37705.568  Yes   No    No        White/Caucasian
2455 557151_010    964   43760.000   No   No    No Black/African American
2456 559343_010    670    2000.000   No   No   Yes                  Other
2457 556077_020    766  140200.000   No   No    No                  Other
2458 558158_010    686   50000.000   No   No   Yes Black/African American
2459 550560_020    797  106500.000   No   No   Yes Black/African American
2460 555085_010    681       0.000   No   No    No                  Other
2461 554687_010    643  142600.000   No   No   Yes                   <NA>
2462 557226_010    935   17664.000   No   No    No Black/African American
2463 559287_020    796   96267.615   No   No   Yes        White/Caucasian
2464 553771_010    657   12348.000  Yes   No   Yes                  Other
2465 559887_010    649    3604.000   No   No   Yes                   <NA>
2466 557025_020    745   92000.000   No   No   Yes        White/Caucasian
2467 551461_020    633   76000.000   No   No    No        White/Caucasian
2468 559741_010    752    2500.000   No   No   Yes Black/African American
2469 554686_010    658  262500.000   No   No   Yes        White/Caucasian
2470 559646_010    647   23130.617   No   No    No        White/Caucasian
2471 557476_010    629  114000.000  Yes   No   Yes Black/African American
2472 552554_020    588  216000.000  Yes   No   Yes                  Other
2473 555262_020    657  253820.000   No   No   Yes        White/Caucasian
2474 559121_010    681    5860.000  Yes  Yes   Yes                  Other
2475 551845_010    837   40000.000  Yes   No   Yes Black/African American
2476 557721_010    642   60200.000   No   No    No        White/Caucasian
2477 555294_010    641   21936.000   No   No    No                   <NA>
2478 556111_010    667  560500.000   No   No   Yes        White/Caucasian
2479 556985_010    640  476000.000   No   No    No        White/Caucasian
2480 553670_010    627 1800012.000   No   No    No                   <NA>
2481 556008_020    565  211696.111  Yes   No   Yes        White/Caucasian
2482 553623_020    709   85449.191   No   No   Yes Black/African American
2483 553211_010    883   21200.000   No  Yes    No Black/African American
2484 557111_020    962   38220.000  Yes   No    No Black/African American
2485 552163_010    813   31850.000  Yes   No    No Black/African American
2486 558366_010    678  152000.000   No   No   Yes        White/Caucasian
2487 556720_020   1014   73640.000   No   No    No Black/African American
2488 552383_010    849       0.000  Yes   No   Yes                  Other
2489 557351_010    835  108040.000   No   No   Yes Black/African American
2490 554717_010    663    2500.000   No   No   Yes        White/Caucasian
2491 558355_010    833    7500.000   No   No    No Black/African American
2492 554773_010    750   60050.000   No   No    No Black/African American
2493 556758_010    646   40000.000   No   No   Yes        White/Caucasian
2494 556846_010    681  770537.149   No   No   Yes        White/Caucasian
2495 555479_010    662   75012.000   No   No   Yes                   <NA>
2496 556646_010    830  253820.000   No   No   Yes Black/African American
2497 552908_010    658   67600.000  Yes   No    No                  Other
2498 558748_010    635   33603.498  Yes   No   Yes                   <NA>
2499 559984_010    907   15480.000   No   No    No        White/Caucasian
2500 559190_010    674  144600.000   No   No    No        White/Caucasian
2501 557642_010    678   66876.000   No   No   Yes        White/Caucasian
2502 555113_010    680   84600.000  Yes   No   Yes                   <NA>
2503 554387_020    607  220099.546   No   No   Yes                   <NA>
2504 557034_010    825    2700.000   No   No    No        White/Caucasian
2505 556121_010    661    9779.466  Yes   No    No                   <NA>
2506 552693_010    660   29544.000  Yes   No    No                  Other
2507 558004_020    660  102000.000   No   No   Yes        White/Caucasian
2508 551140_010    812   10252.000   No   No   Yes        White/Caucasian
2509 555946_010    772       0.000   No   No    No Black/African American
2510 556845_010    656  120000.000   No   No   Yes                   <NA>
2511 558935_010    794    8319.000   No   No   Yes        White/Caucasian
2512 553948_010    781  117228.000  Yes  Yes    No Black/African American
2513 551664_010    896   66000.000  Yes   No   Yes Black/African American
2514 551781_010    670   16800.000   No   No   Yes                   <NA>
2515 552745_020    635   84124.000   No   No   Yes        White/Caucasian
2516 556344_010    610  262500.000   No   No   Yes                   <NA>
2517 550967_010    767   85000.000   No   No    No Black/African American
2518 552104_010    616   19200.000   No   No   Yes        White/Caucasian
2519 555648_010    658   40000.000   No   No   Yes                   <NA>
2520 555087_010    617    8940.000   No   No    No                  Other
2521 558568_020    862   52000.000  Yes   No    No Black/African American
2522 555710_010    626   27600.000   No   No   Yes                   <NA>
2523 554490_010    694 1800012.000   No   No   Yes Black/African American
2524 553167_020    606   87096.000  Yes   No   Yes                   <NA>
2525 553611_010    914   19332.000  Yes  Yes   Yes        White/Caucasian
2526 552919_010    689   31460.000   No   No   Yes Black/African American
2527 559069_020    694  189003.000   No   No    No        White/Caucasian
2528 554845_010    809   96004.000  Yes   No   Yes Black/African American
2529 559220_010    626  476000.000   No   No   Yes        White/Caucasian
2530 552179_010    626   35000.000   No   No   Yes                   <NA>
2531 555721_020    570   99200.000   No   No   Yes                   <NA>
2532 554171_020    691   15160.000   No   No   Yes                  Other
2533 553448_010    741   13236.192  Yes   No   Yes Black/African American
2534 551553_010    805   47131.499   No   No    No Black/African American
2535 558639_020    598  990200.000   No   No   Yes        White/Caucasian
2536 550310_010    814   34080.000  Yes   No   Yes Black/African American
2537 551651_010    640   10000.000   No   No   Yes        White/Caucasian
2538 556907_020    912  124000.000  Yes   No    No Black/African American
2539 555922_010    900   21390.000  Yes   No   Yes Black/African American
2540 554117_020    633   84600.000   No   No   Yes        White/Caucasian
2541 550985_020    654  130005.000   No   No    No                  Other
2542 554630_010    819   41188.000  Yes   No   Yes Black/African American
2543 550119_010    903   33800.000   No   No   Yes        White/Caucasian
2544 555929_010    670   42010.000   No   No    No        White/Caucasian
2545 559023_010    637   28800.000  Yes   No    No                   <NA>
2546 556291_010    697   80000.000   No   No    No Black/African American
2547 558344_010    649   75563.157  Yes   No   Yes                   <NA>
2548 557977_020    612   25032.000   No   No   Yes                  Other
2549 553768_010    948   12360.000  Yes   No   Yes Black/African American
2550 553206_010    656    3420.000  Yes   No   Yes Black/African American
2551 554344_010    861   58286.511   No   No   Yes Black/African American
2552 559839_020    542  380300.000   No   No    No Black/African American
2553 557014_010    824   46892.000  Yes   No    No Black/African American
2554 552110_010    639   19200.000  Yes   No    No                   <NA>
2555 556402_010    629   16000.000   No   No    No        White/Caucasian
2556 554690_010    653  120000.000   No   No   Yes        White/Caucasian
2557 552811_020    732  318283.858   No   No   Yes Black/African American
2558 551723_020    797   27000.000  Yes   No    No Black/African American
2559 550745_010    620  126500.000   No   No    No                   <NA>
2560 559270_020    580       0.000   No   No    No        White/Caucasian
2561 551553_020    844   46656.000   No   No    No Black/African American
2562 559617_020    666  194080.000   No   No   Yes        White/Caucasian
2563 554238_020    912   63000.000   No   No   Yes        White/Caucasian
2564 553832_010    872   14400.000  Yes  Yes    No Black/African American
2565 550315_010    625   57500.000   No   No   Yes        White/Caucasian
2566 550583_010    649   94400.000   No  Yes   Yes        White/Caucasian
2567 551140_010    804   10536.000   No   No   Yes        White/Caucasian
2568 550237_010    639   79890.312   No   No   Yes        White/Caucasian
2569 558602_020    760   53044.000  Yes   No   Yes        White/Caucasian
2570 554953_010    644   31500.000   No   No    No        White/Caucasian
2571 555262_010    627  252662.216   No   No   Yes        White/Caucasian
2572 553338_010    858   17796.000  Yes   No   Yes                  Other
2573 558087_010    653   13149.386  Yes   No   Yes Black/African American
2574 556997_010    800   29760.000   No   No   Yes Black/African American
2575 550747_010    645    8400.000   No   No   Yes                  Other
2576 557011_010   1003   46260.196   No   No   Yes Black/African American
2577 553043_010    883   17640.000   No   No    No Black/African American
2578 554345_020    605  178600.000   No   No   Yes                   <NA>
2579 552786_010    719   40000.000  Yes   No   Yes                  Other
2580 559129_010    700   23400.000   No   No   Yes                  Other
2581 550859_010    673   53533.000  Yes   No   Yes        White/Caucasian
2582 556536_010    646   14377.649  Yes   No    No        White/Caucasian
2583 557924_010    652  116500.000  Yes  Yes   Yes                  Other
2584 555978_010    746    1681.298   No   No   Yes Black/African American
2585 552808_010    623    9828.000   No   No    No                   <NA>
2586 557451_020    503   24216.000  Yes   No    No        White/Caucasian
2587 551602_010    854       0.000   No   No   Yes                  Other
2588 550790_020    567  430400.000   No   No   Yes                   <NA>
2589 553970_020    543   75000.000   No   No   Yes                  Other
2590 551064_010    675   57014.000   No   No   Yes                   <NA>
2591 551686_010    653   72000.000   No   No    No Black/African American
2592 559986_010    651   80000.000   No   No    No        White/Caucasian
2593 552414_020    603  161000.000   No   No    No        White/Caucasian
2594 553532_010    704    6800.000   No   No   Yes Black/African American
2595 559598_020    687  378052.138   No   No    No Black/African American
2596 559624_010    673   85449.191   No   No   Yes                   <NA>
2597 552656_010    658  158440.000   No   No    No        White/Caucasian
2598 557930_020    820   21390.000   No   No   Yes Black/African American
2599 553400_010    764   24200.000   No   No   Yes Black/African American
2600 556249_020    605  746620.000   No   No   Yes                  Other
2601 553582_010    596   82000.000   No   No    No Black/African American
2602 558446_010    650   20100.000   No   No   Yes Black/African American
2603 552861_010    935   26400.000  Yes   No    No Black/African American
2604 559315_010    636   31000.000  Yes   No    No                  Other
2605 558441_010    640  310440.000   No   No   Yes                   <NA>
2606 554840_010    663   31000.000  Yes   No   Yes                  Other
2607 553815_020    426  171520.000   No   No   Yes                   <NA>
2608 555736_010    614  178600.000   No   No   Yes        White/Caucasian
2609 556138_010    713    7800.000   No  Yes   Yes Black/African American
2610 553913_010    948  122012.000   No   No    No Black/African American
2611 558985_010    651   13600.000  Yes   No    No                  Other
2612 554413_010    781   15000.000   No   No   Yes Black/African American
2613 557544_010    676   87000.000   No   No   Yes                   <NA>
2614 550100_020    621     750.000   No  Yes    No        White/Caucasian
2615 555198_010    543  174436.000   No   No   Yes                   <NA>
2616 555441_010    649   52774.571   No   No   Yes        White/Caucasian
2617 552231_020    650  102000.000  Yes   No   Yes                   <NA>
2618 550401_010    645   48000.000  Yes   No   Yes                  Other
2619 551892_010    626   74000.000   No   No   Yes Black/African American
2620 551104_020    590   20100.000  Yes   No    No Black/African American
2621 558131_020    676  170164.930  Yes   No   Yes        White/Caucasian
2622 550904_010    636  455012.000   No   No   Yes Black/African American
2623 556266_020    610   12782.635  Yes   No    No Black/African American
2624 556635_010    818   20568.000  Yes   No   Yes Black/African American
2625 555697_020    654   14796.000  Yes   No   Yes        White/Caucasian
2626 551279_010    651     400.000   No   No   Yes Black/African American
2627 559283_020    636   52600.000   No   No   Yes                   <NA>
2628 550015_020    597   90000.000   No   No   Yes                  Other
2629 556445_010    698   21396.000  Yes   No    No                  Other
2630 558764_010    674   17380.000  Yes   No    No        White/Caucasian
2631 558174_010    957  141400.000   No   No   Yes        White/Caucasian
2632 556181_010    848   19320.000   No   No    No Black/African American
2633 553765_020    616   66876.000  Yes   No    No                  Other
2634 552494_010    677  285000.000   No   No   Yes        White/Caucasian
2635 550233_020    778   25260.000  Yes   No   Yes        White/Caucasian
2636 553935_010    836   18960.000   No   No    No Black/African American
2637 552681_020    613   51204.000   No   No    No Black/African American
2638 557909_010    635   51682.000   No   No   Yes        White/Caucasian
2639 552323_010    851   16488.000  Yes  Yes   Yes        White/Caucasian
2640 550637_020    625  430400.000   No   No   Yes                   <NA>
2641 552156_020    753   27170.731   No   No   Yes Black/African American
2642 557932_020    640  140000.000   No   No   Yes        White/Caucasian
2643 555134_020    664    9672.000   No   No   Yes        White/Caucasian
2644 552911_010    623   55000.000   No   No   Yes Black/African American
2645 559416_020    680   52000.000   No   No   Yes Black/African American
2646 557568_010    620   68400.000   No   No   Yes        White/Caucasian
2647 558962_010    668   27408.000   No   No   Yes        White/Caucasian
2648 559083_010    830   57184.000   No   No   Yes Black/African American
2649 552218_010    868   10707.000  Yes   No   Yes                  Other
2650 557088_010    863   17412.000   No   No   Yes Black/African American
2651 552398_020    687  162012.000   No   No   Yes        White/Caucasian
2652 550384_010    725    2181.933   No  Yes   Yes Black/African American
2653 557347_020    666  102000.000   No   No   Yes        White/Caucasian
2654 559878_010   1006   36600.000  Yes   No   Yes        White/Caucasian
2655 557775_010    642   59040.000   No   No   Yes        White/Caucasian
2656 550514_020    607   54026.574   No   No   Yes                  Other
2657 559456_010    913    8000.000  Yes  Yes   Yes                  Other
2658 551396_010    754  325480.000  Yes   No   Yes        White/Caucasian
2659 555460_010    640   22256.400   No   No   Yes                   <NA>
2660 556148_020    922   35856.000   No   No   Yes        White/Caucasian
2661 559355_010    650   78500.000   No   No    No                   <NA>
2662 550661_010    651   22172.000  Yes   No    No        White/Caucasian
2663 551292_010    673    3372.000  Yes  Yes    No                   <NA>
2664 556698_010    671  160040.000   No   No    No Black/African American
2665 551564_010    654   29544.000   No   No   Yes        White/Caucasian
2666 550962_010    642   46793.034   No   No   Yes Black/African American
2667 552965_010    692  223349.581   No   No   Yes        White/Caucasian
2668 551238_010    647   73000.000  Yes  Yes   Yes        White/Caucasian
2669 550783_010   1014   21000.000   No   No    No Black/African American
2670 556435_010    610  210364.000   No   No   Yes                   <NA>
2671 550238_010    773   11080.000   No   No    No Black/African American
2672 556710_010    607   49800.000   No   No   Yes                   <NA>
2673 558951_020    654   91500.000   No  Yes    No        White/Caucasian
2674 555915_020    651   74563.499   No   No   Yes        White/Caucasian
2675 550904_020    565  430400.000   No   No   Yes Black/African American
2676 558001_010    647   54240.000   No   No   Yes                  Other
2677 557326_010    857   15600.000   No  Yes    No Black/African American
2678 554601_010    620   50000.000   No   No   Yes        White/Caucasian
2679 550560_020    797  108040.000   No   No   Yes Black/African American
2680 555217_010    647   14200.000   No   No   Yes        White/Caucasian
2681 555706_020    653  130252.000   No   No   Yes Black/African American
2682 557433_010    783   20000.000  Yes   No    No Black/African American
2683 554604_010    622   21390.000   No   No   Yes                   <NA>
2684 551557_010    643   25600.000   No   No   Yes Black/African American
2685 552156_020    753   26972.000   No   No   Yes Black/African American
2686 558155_010    705   16392.679   No   No    No Black/African American
2687 553275_010    661   38135.548   No   No   Yes                   <NA>
2688 555463_020   1005   12642.000  Yes   No    No        White/Caucasian
2689 551223_010    636   16988.000   No   No   Yes                   <NA>
2690 554752_020    645  285000.000   No   No    No        White/Caucasian
2691 558158_010    686   50000.000   No   No   Yes Black/African American
2692 559766_010    815   45455.000  Yes   No    No        White/Caucasian
2693 556936_010    747  100480.000  Yes   No    No Black/African American
2694 552188_010    644  166711.764   No   No   Yes Black/African American
2695 557011_010    992   46020.000   No   No   Yes Black/African American
2696 555439_020    556  160408.000   No   No   Yes                   <NA>
2697 552567_010    698  124800.000   No   No   Yes        White/Caucasian
2698 559893_010    749    1320.000  Yes   No    No                  Other
2699 556710_010    609   50000.000   No   No   Yes                   <NA>
2700 559404_010    865   34673.749   No   No   Yes Black/African American
2701 552777_010    917   33000.000  Yes   No    No Black/African American
2702 555635_010    621   16800.000   No   No    No                   <NA>
2703 550315_010    625   56800.000   No   No   Yes        White/Caucasian
2704 551524_020    794   30552.000   No   No   Yes                   <NA>
2705 556758_010    646   40000.000   No   No   Yes        White/Caucasian
2706 558271_020    644  139712.180   No   No   Yes        White/Caucasian
2707 555103_010    649   29073.827  Yes   No   Yes        White/Caucasian
2708 556341_010    738       0.000   No   No   Yes Black/African American
2709 550410_010    608  100130.000   No   No    No                   <NA>
2710 552816_010    812       0.000  Yes   No   Yes        White/Caucasian
2711 555198_010    542  175012.000   No   No   Yes                   <NA>
2712 558739_020    629  233054.000   No   No   Yes                  Other
2713 557003_010    675    6140.000   No   No   Yes Black/African American
2714 554152_020    684  334248.000   No   No   Yes        White/Caucasian
2715 558911_020    609   52012.000   No   No   Yes        White/Caucasian
2716 557855_010    714   32580.000  Yes   No   Yes Black/African American
2717 555262_020    657  254000.000   No   No   Yes        White/Caucasian
2718 551116_020    382   69278.635   No   No   Yes                   <NA>
2719 556018_010    635   55000.000   No   No   Yes        White/Caucasian
2720 556418_010    617  202312.000   No   No   Yes        White/Caucasian
2721 559487_010    866   36795.000   No   No    No        White/Caucasian
2722 559353_010    617   38608.344   No   No    No        White/Caucasian
2723 551991_020    605   33000.000   No   No    No Black/African American
2724 553775_020    545  101338.000  Yes   No   Yes                  Other
2725 558095_010    656   12108.000   No   No   Yes                   <NA>
2726 550385_010    781   28264.000   No   No    No                  Other
2727 557413_010    617 1800012.000   No   No   Yes Black/African American
2728 558095_010    656   12000.000   No   No   Yes                   <NA>
        sex
1    Female
2    Female
3      Male
4      Male
5      Male
6    Female
7      Male
8      Male
9      Male
10     Male
11   Female
12   Female
13     Male
14     Male
15     Male
16     Male
17     Male
18     Male
19   Female
20   Female
21     Male
22   Female
23   Female
24   Female
25   Female
26     Male
27   Female
28   Female
29     Male
30   Female
31     Male
32     Male
33     Male
34   Female
35   Female
36     Male
37   Female
38   Female
39   Female
40   Female
41   Female
42   Female
43   Female
44   Female
45   Female
46   Female
47     Male
48   Female
49   Female
50   Female
51     Male
52   Female
53   Female
54     Male
55   Female
56   Female
57   Female
58   Female
59   Female
60     Male
61   Female
62   Female
63   Female
64     Male
65   Female
66   Female
67     Male
68   Female
69   Female
70     Male
71   Female
72     Male
73   Female
74   Female
75     Male
76   Female
77   Female
78   Female
79   Female
80   Female
81   Female
82   Female
83   Female
84   Female
85   Female
86   Female
87   Female
88   Female
89   Female
90     Male
91   Female
92   Female
93     Male
94     Male
95   Female
96   Female
97   Female
98   Female
99     Male
100  Female
101  Female
102  Female
103  Female
104  Female
105    Male
106  Female
107  Female
108  Female
109    Male
110  Female
111  Female
112    Male
113  Female
114  Female
115  Female
116  Female
117    Male
118  Female
119    Male
120    Male
121  Female
122    Male
123  Female
124  Female
125  Female
126  Female
127    Male
128  Female
129    Male
130  Female
131  Female
132  Female
133  Female
134    Male
135  Female
136  Female
137    Male
138    Male
139  Female
140  Female
141  Female
142  Female
143    Male
144    Male
145  Female
146    Male
147  Female
148  Female
149    Male
150    Male
151  Female
152    Male
153  Female
154  Female
155  Female
156    Male
157    Male
158  Female
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160  Female
161    Male
162  Female
163    Male
164    Male
165  Female
166    Male
167    Male
168    Male
169    Male
170    Male
171    Male
172  Female
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175    Male
176  Female
177  Female
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180    Male
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182  Female
183  Female
184  Female
185  Female
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187    Male
188    Male
189  Female
190    Male
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192  Female
193  Female
194  Female
195  Female
196  Female
197    Male
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199  Female
200  Female
201    Male
202  Female
203    Male
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206  Female
207  Female
208    Male
209    Male
210  Female
211    Male
212  Female
213  Female
214  Female
215    Male
216  Female
217  Female
218  Female
219    Male
220  Female
221  Female
222  Female
223    Male
224    Male
225    Male
226    Male
227  Female
228  Female
229    Male
230  Female
231  Female
232  Female
233  Female
234  Female
235  Female
236  Female
237  Female
238    Male
239  Female
240    Male
241    Male
242    Male
243  Female
244  Female
245    Male
246    Male
247  Female
248  Female
249    Male
250  Female
251  Female
252  Female
253    Male
254    Male
255    Male
256    Male
257    Male
258  Female
259  Female
260    Male
261  Female
262    Male
263    Male
264  Female
265  Female
266  Female
267    Male
268  Female
269  Female
270    Male
271  Female
272  Female
273  Female
274  Female
275    Male
276  Female
277    Male
278  Female
279  Female
280    Male
281  Female
282    Male
283  Female
284    Male
285  Female
286    Male
287  Female
288  Female
289  Female
290  Female
291  Female
292  Female
293  Female
294    Male
295  Female
296    Male
297    Male
298    Male
299    Male
300  Female
301  Female
302  Female
303  Female
304  Female
305    Male
306  Female
307    Male
308  Female
309  Female
310    Male
311  Female
312    Male
313  Female
314    Male
315    Male
316    Male
317  Female
318  Female
319  Female
320    Male
321    Male
322  Female
323    Male
324    Male
325  Female
326    Male
327  Female
328  Female
329    Male
330  Female
331  Female
332  Female
333  Female
334  Female
335    Male
336    Male
337  Female
338  Female
339    Male
340  Female
341  Female
342    Male
343  Female
344  Female
345  Female
346  Female
347    Male
348    Male
349  Female
350    Male
351  Female
352    Male
353  Female
354    Male
355  Female
356  Female
357  Female
358    Male
359    Male
360    Male
361  Female
362    Male
363  Female
364    Male
365  Female
366  Female
367  Female
368    Male
369  Female
370    Male
371    Male
372  Female
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374    Male
375  Female
376    Male
377    Male
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380  Female
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382  Female
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384    Male
385    Male
386  Female
387    Male
388  Female
389  Female
390    Male
391  Female
392  Female
393  Female
394  Female
395  Female
396    Male
397    Male
398  Female
399  Female
400    Male
401  Female
402  Female
403  Female
404  Female
405    Male
406    Male
407  Female
408  Female
409    Male
410  Female
411  Female
412  Female
413    Male
414  Female
415    Male
416    Male
417  Female
418  Female
419  Female
420  Female
421  Female
422  Female
423    Male
424  Female
425    Male
426    Male
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429  Female
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431    Male
432  Female
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436  Female
437  Female
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451    Male
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491    Male
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494  Female
495    Male
496    Male
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499    Male
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501  Female
502  Female
503  Female
504  Female
505  Female
506  Female
507    Male
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509    Male
510  Female
511    Male
512    Male
513  Female
514    Male
515  Female
516  Female
517  Female
518    Male
519    Male
520  Female
521  Female
522    Male
523  Female
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525  Female
526    Male
527  Female
528  Female
529  Female
530  Female
531  Female
532    Male
533  Female
534  Female
535    Male
536  Female
537    Male
538    Male
539    Male
540    Male
541  Female
542  Female
543    Male
544  Female
545  Female
546    Male
547  Female
548    Male
549  Female
550    Male
551  Female
552    Male
553    Male
554  Female
555  Female
556  Female
557  Female
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559    Male
560  Female
561    Male
562    Male
563  Female
564    Male
565  Female
566  Female
567  Female
568    Male
569  Female
570  Female
571  Female
572  Female
573    Male
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575    Male
576    Male
577    Male
578  Female
579    Male
580  Female
581  Female
582  Female
583    Male
584  Female
585    Male
586    Male
587    Male
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590  Female
591    Male
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593  Female
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597  Female
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601  Female
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603  Female
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609    Male
610  Female
611  Female
612  Female
613    Male
614  Female
615    Male
616    Male
617    Male
618  Female
619    Male
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621    Male
622    Male
623    Male
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664  Female
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669  Female
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714  Female
715  Female
716    Male
717  Female
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719  Female
720  Female
721  Female
722    Male
723    Male
724  Female
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726    Male
727  Female
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729  Female
730  Female
731    Male
732  Female
733  Female
734  Female
735    Male
736  Female
737    Male
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741    Male
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747  Female
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749    Male
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760    Male
761  Female
762  Female
763    Male
764    Male
765    Male
766    Male
767  Female
768  Female
769    Male
770    Male
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773    Male
774    Male
775    Male
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779    Male
780    Male
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783    Male
784  Female
785    Male
786  Female
787    Male
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789  Female
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791    Male
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795  Female
796    Male
797    Male
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799    Male
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804  Female
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806  Female
807  Female
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809    Male
810    Male
811  Female
812  Female
813  Female
814    Male
815  Female
816    Male
817    Male
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819    Male
820  Female
821    Male
822  Female
823    Male
824  Female
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826    Male
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831  Female
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836    Male
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847    Male
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849    Male
850    Male
851  Female
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857    Male
858    Male
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862    Male
863    Male
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866  Female
867    Male
868    Male
869  Female
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873  Female
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883    Male
884    Male
885    Male
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890  Female
891  Female
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903    Male
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905  Female
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917  Female
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919    Male
920    Male
921    Male
922  Female
923    Male
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927    Male
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929  Female
930  Female
931  Female
932  Female
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934    Male
935    Male
936    Male
937  Female
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946    Male
947    Male
948  Female
949    Male
950  Female
951  Female
952    Male
953    Male
954  Female
955    Male
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958    Male
959    Male
960  Female
961  Female
962  Female
963    Male
964  Female
965  Female
966    Male
967    Male
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969    Male
970    Male
971    Male
972  Female
973    Male
974  Female
975    Male
976    Male
977  Female
978    Male
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980  Female
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982  Female
983  Female
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985  Female
986    Male
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990    Male
991  Female
992    Male
993  Female
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995    Male
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997  Female
998  Female
999  Female
1000 Female
1001 Female
1002 Female
1003   Male
1004 Female
1005   Male
1006   Male
1007 Female
1008 Female
1009 Female
1010 Female
1011   Male
1012   Male
1013   Male
1014   Male
1015   Male
1016 Female
1017   Male
1018 Female
1019   Male
1020   Male
1021 Female
1022 Female
1023   Male
1024 Female
1025   Male
1026   Male
1027 Female
1028 Female
1029 Female
1030 Female
1031   Male
1032 Female
1033   Male
1034 Female
1035   Male
1036   Male
1037 Female
1038 Female
1039 Female
1040 Female
1041 Female
1042   Male
1043 Female
1044   Male
1045 Female
1046   Male
1047 Female
1048   Male
1049   Male
1050   Male
1051 Female
1052 Female
1053 Female
1054 Female
1055   Male
1056 Female
1057 Female
1058 Female
1059 Female
1060 Female
1061 Female
1062   Male
1063 Female
1064   Male
1065   Male
1066   Male
1067   Male
1068 Female
1069 Female
1070 Female
1071 Female
1072 Female
1073   Male
1074 Female
1075   Male
1076 Female
1077   Male
1078 Female
1079   Male
1080 Female
1081 Female
1082   Male
1083 Female
1084 Female
1085 Female
1086   Male
1087 Female
1088 Female
1089   Male
1090   Male
1091   Male
1092 Female
1093   Male
1094 Female
1095 Female
1096   Male
1097   Male
1098 Female
1099   Male
1100   Male
1101   Male
1102 Female
1103   Male
1104   Male
1105 Female
1106 Female
1107 Female
1108 Female
1109 Female
1110 Female
1111 Female
1112   Male
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2636 Female
2637 Female
2638   Male
2639   Male
2640   Male
2641 Female
2642   Male
2643   Male
2644   Male
2645 Female
2646 Female
2647 Female
2648 Female
2649   Male
2650   Male
2651   Male
2652   Male
2653 Female
2654   Male
2655   Male
2656   Male
2657 Female
2658 Female
2659 Female
2660 Female
2661   Male
2662 Female
2663   Male
2664   Male
2665 Female
2666 Female
2667   Male
2668   Male
2669 Female
2670 Female
2671 Female
2672 Female
2673 Female
2674 Female
2675 Female
2676   Male
2677 Female
2678 Female
2679 Female
2680   Male
2681 Female
2682   Male
2683   Male
2684 Female
2685 Female
2686   Male
2687 Female
2688 Female
2689   Male
2690   Male
2691   Male
2692 Female
2693 Female
2694 Female
2695 Female
2696 Female
2697 Female
2698   Male
2699 Female
2700   Male
2701   Male
2702 Female
2703   Male
2704   Male
2705   Male
2706 Female
2707   Male
2708 Female
2709   Male
2710 Female
2711 Female
2712 Female
2713 Female
2714   Male
2715   Male
2716   Male
2717   Male
2718 Female
2719 Female
2720 Female
2721   Male
2722 Female
2723 Female
2724 Female
2725 Female
2726 Female
2727   Male
2728 Female
Dataset with new variables:
hrs_05_mutate |> 
  relocate(age_yrs, age_decades, .after = age_mo) |>
  relocate(income_rounded, .after = income)
             id age_mo   age_yrs age_decades diab      income income_rounded
1    552754_010    665  55.41667    5.541667   No   35000.000          35000
2    555339_020    676  56.33333    5.633333   No       0.000              0
3    559734_010    663  55.25000    5.525000   No  108400.000         108400
4    558143_020    600  50.00000    5.000000   No  526192.000         526192
5    554789_020    860  71.66667    7.166667  Yes  148320.000         148320
6    551018_010    632  52.66667    5.266667  Yes   28266.534          28267
7    550516_010    749  62.41667    6.241667   No   13236.192          13236
8    559093_010    621  51.75000    5.175000   No   50761.000          50761
9    556288_020    845  70.41667    7.041667   No  303916.197         303916
10   550790_010    679  56.58333    5.658333   No  418024.000         418024
11   555294_010    641  53.41667    5.341667   No   22000.000          22000
12   559170_010    649  54.08333    5.408333   No   10000.000          10000
13   551238_010    646  53.83333    5.383333   No   73000.000          73000
14   554874_010    721  60.08333    6.008333  Yes   29000.000          29000
15   551179_010    691  57.58333    5.758333   No  250800.000         250800
16   551108_020    622  51.83333    5.183333   No  119000.000         119000
17   555511_010    605  50.41667    5.041667   No   39132.000          39132
18   556018_020    638  53.16667    5.316667   No   55000.000          55000
19   555578_020    665  55.41667    5.541667   No   13824.000          13824
20   559002_010    648  54.00000    5.400000   No   98120.000          98120
21   557423_010    677  56.41667    5.641667  Yes  190606.151         190606
22   558441_010    641  53.41667    5.341667   No  299440.000         299440
23   553087_020    800  66.66667    6.666667  Yes  178000.000         178000
24   550622_010    640  53.33333    5.333333  Yes   30000.000          30000
25   552725_010   1081  90.08333    9.008333   No   84600.000          84600
26   553480_010    653  54.41667    5.441667  Yes   22908.000          22908
27   553443_020    746  62.16667    6.216667  Yes   50000.000          50000
28   554670_020    911  75.91667    7.591667   No   27140.000          27140
29   551973_010    683  56.91667    5.691667  Yes   43200.000          43200
30   559990_010    652  54.33333    5.433333   No   50000.000          50000
31   557680_020    812  67.66667    6.766667   No   46000.000          46000
32   556364_010    951  79.25000    7.925000  Yes    6192.000           6192
33   552323_010    862  71.83333    7.183333  Yes   16440.000          16440
34   554006_010    895  74.58333    7.458333  Yes   26320.000          26320
35   551054_010    685  57.08333    5.708333   No   29073.827          29074
36   557601_010   1100  91.66667    9.166667   No   24216.000          24216
37   557595_020    759  63.25000    6.325000   No   30552.000          30552
38   556536_010    641  53.41667    5.341667  Yes   14364.000          14364
39   558004_010    637  53.08333    5.308333   No  102000.000         102000
40   556675_020    571  47.58333    4.758333   No  115000.000         115000
41   556381_010    651  54.25000    5.425000   No  178000.000         178000
42   553553_010    639  53.25000    5.325000   No    1512.000           1512
43   553780_020    674  56.16667    5.616667   No  389080.000         389080
44   555022_010    625  52.08333    5.208333  Yes   31800.000          31800
45   555463_010   1020  85.00000    8.500000  Yes   12660.000          12660
46   559646_010    646  53.83333    5.383333   No   23200.000          23200
47   559601_010    639  53.25000    5.325000  Yes   12660.000          12660
48   551767_010    643  53.58333    5.358333  Yes   37700.000          37700
49   553534_010    651  54.25000    5.425000   No  104900.000         104900
50   555324_010    656  54.66667    5.466667   No   41688.000          41688
51   554129_020   1135  94.58333    9.458333   No   96200.000          96200
52   557351_020    834  69.50000    6.950000   No  107054.866         107055
53   556900_010    630  52.50000    5.250000   No  102000.000         102000
54   554807_010    816  68.00000    6.800000   No    8400.000           8400
55   551191_010    992  82.66667    8.266667  Yes   18030.697          18031
56   559148_010    729  60.75000    6.075000  Yes    9000.000           9000
57   557048_020    586  48.83333    4.883333   No  131020.000         131020
58   552306_020    609  50.75000    5.075000   No  187690.000         187690
59   552766_010    895  74.58333    7.458333   No   17664.000          17664
60   559300_010    680  56.66667    5.666667   No  353005.511         353006
61   556979_010    644  53.66667    5.366667   No   26792.000          26792
62   559820_010    635  52.91667    5.291667   No  175536.000         175536
63   554387_020    604  50.33333    5.033333   No  218690.633         218691
64   558974_010    669  55.75000    5.575000   No   94051.000          94051
65   556223_010    709  59.08333    5.908333   No  137000.000         137000
66   555951_010    823  68.58333    6.858333  Yes   53005.000          53005
67   559375_010    645  53.75000    5.375000   No  152000.000         152000
68   551604_020    899  74.91667    7.491667   No   60924.000          60924
69   557139_010    857  71.41667    7.141667  Yes   10197.776          10198
70   555071_020    579  48.25000    4.825000   No  124800.000         124800
71   553738_010    918  76.50000    7.650000   No   22763.401          22763
72   558128_010    619  51.58333    5.158333   No  237000.000         237000
73   557411_020    613  51.08333    5.108333  Yes   32640.000          32640
74   557646_010    681  56.75000    5.675000   No   46020.000          46020
75   554690_020    597  49.75000    4.975000   No  120001.000         120001
76   552939_010    662  55.16667    5.516667   No  109120.000         109120
77   558663_010    680  56.66667    5.666667  Yes   60200.000          60200
78   553817_010    681  56.75000    5.675000  Yes   43003.000          43003
79   553508_010    656  54.66667    5.466667   No    1681.298           1681
80   559346_010    892  74.33333    7.433333  Yes   84124.000          84124
81   553847_010    633  52.75000    5.275000  Yes   10800.000          10800
82   558935_010    796  66.33333    6.633333   No    8319.000           8319
83   551604_020    916  76.33333    7.633333   No   61205.000          61205
84   558588_010    747  62.25000    6.225000  Yes   25274.273          25274
85   559292_010    681  56.75000    5.675000   No       0.000              0
86   559479_010    637  53.08333    5.308333   No   60000.000          60000
87   551179_020    689  57.41667    5.741667   No  250000.000         250000
88   558926_020    675  56.25000    5.625000  Yes  121000.000         121000
89   556712_010    703  58.58333    5.858333  Yes   91500.000          91500
90   557375_010    623  51.91667    5.191667  Yes     500.000            500
91   554075_010    780  65.00000    6.500000   No     203.000            203
92   553124_020    580  48.33333    4.833333   No   90000.000          90000
93   554850_010    677  56.41667    5.641667   No   14400.000          14400
94   554481_010    766  63.83333    6.383333   No   55212.000          55212
95   556291_010    698  58.16667    5.816667   No   80000.000          80000
96   559660_010    753  62.75000    6.275000   No    8400.000           8400
97   552314_010    774  64.50000    6.450000   No   70000.000          70000
98   556207_010    926  77.16667    7.716667   No       0.000              0
99   551914_010    634  52.83333    5.283333   No   82000.000          82000
100  552482_010    817  68.08333    6.808333   No   51000.000          51000
101  556712_010    703  58.58333    5.858333  Yes   91500.000          91500
102  551116_020    432  36.00000    3.600000   No   68403.000          68403
103  559170_010    649  54.08333    5.408333   No   10000.000          10000
104  554479_010    669  55.75000    5.575000   No   15254.301          15254
105  554818_010    718  59.83333    5.983333   No   76033.000          76033
106  554186_010    650  54.16667    5.416667   No   18400.000          18400
107  551833_010    637  53.08333    5.308333   No   84000.000          84000
108  559523_010    831  69.25000    6.925000   No   46020.000          46020
109  555215_020    617  51.41667    5.141667   No       0.000              0
110  553211_010    883  73.58333    7.358333   No   21000.000          21000
111  550500_010   1086  90.50000    9.050000   No   18800.000          18800
112  554341_010    620  51.66667    5.166667   No   69876.368          69876
113  550964_010    641  53.41667    5.341667   No  630680.000         630680
114  550920_020    665  55.41667    5.541667   No   16320.000          16320
115  554344_020    804  67.00000    6.700000  Yes   58469.605          58470
116  557446_010    663  55.25000    5.525000   No   65000.000          65000
117  558646_010    772  64.33333    6.433333   No   20000.000          20000
118  550651_010    955  79.58333    7.958333  Yes   55000.000          55000
119  554591_020    586  48.83333    4.883333   No  126600.000         126600
120  556766_010    605  50.41667    5.041667   No   60000.000          60000
121  553087_020    813  67.75000    6.775000  Yes  178528.000         178528
122  555788_010    805  67.08333    6.708333   No   87000.000          87000
123  555460_010    640  53.33333    5.333333   No   22534.000          22534
124  552761_020    726  60.50000    6.050000   No   18895.000          18895
125  559996_010    757  63.08333    6.308333  Yes   32580.000          32580
126  555467_010    626  52.16667    5.216667   No  140000.000         140000
127  551602_010    857  71.41667    7.141667   No       0.000              0
128  551597_020    634  52.83333    5.283333   No   26000.000          26000
129  556646_010    830  69.16667    6.916667   No  253820.000         253820
130  559573_010    784  65.33333    6.533333  Yes    2149.000           2149
131  558651_010    644  53.66667    5.366667   No   48000.000          48000
132  555495_010    687  57.25000    5.725000   No   19500.000          19500
133  552423_020    680  56.66667    5.666667   No       0.000              0
134  550164_020    838  69.83333    6.983333   No  486747.804         486748
135  554494_010    649  54.08333    5.408333   No  139200.000         139200
136  551026_010    939  78.25000    7.825000   No   15500.000          15500
137  554561_010    659  54.91667    5.491667  Yes   70000.000          70000
138  552780_010    879  73.25000    7.325000   No   98137.254          98137
139  557152_020    631  52.58333    5.258333   No   83003.000          83003
140  556050_020    652  54.33333    5.433333   No  238400.000         238400
141  550345_010    865  72.08333    7.208333  Yes       0.000              0
142  557516_010   1163  96.91667    9.691667   No    8662.000           8662
143  554228_020    837  69.75000    6.975000  Yes   17412.000          17412
144  554680_010    786  65.50000    6.550000   No    3000.000           3000
145  556870_010    815  67.91667    6.791667   No   28800.000          28800
146  553826_020    753  62.75000    6.275000   No  174066.434         174066
147  552941_010    633  52.75000    5.275000   No    3600.000           3600
148  553316_010    673  56.08333    5.608333   No   25764.286          25764
149  550931_010    653  54.41667    5.441667   No   31850.000          31850
150  551334_010    803  66.91667    6.691667   No   94416.000          94416
151  556712_010    698  58.16667    5.816667  Yes   91000.000          91000
152  557413_010    617  51.41667    5.141667   No  990200.000         990200
153  556668_010   1013  84.41667    8.441667   No   23780.000          23780
154  555959_010    623  51.91667    5.191667   No   76000.000          76000
155  553031_010    641  53.41667    5.341667  Yes  145000.000         145000
156  553970_010    663  55.25000    5.525000  Yes   75080.000          75080
157  550240_010    886  73.83333    7.383333   No   47520.000          47520
158  558629_010    828  69.00000    6.900000   No  385000.000         385000
159  558694_010    644  53.66667    5.366667   No  353005.511         353006
160  554764_010    701  58.41667    5.841667  Yes  100480.000         100480
161  559227_010    642  53.50000    5.350000   No  102680.000         102680
162  556732_010    774  64.50000    6.450000   No   48012.000          48012
163  555209_010    630  52.50000    5.250000   No  365005.000         365005
164  551412_010    682  56.83333    5.683333   No   72600.000          72600
165  550859_010    673  56.08333    5.608333  Yes   54512.000          54512
166  559867_010    803  66.91667    6.691667   No  308584.288         308584
167  555053_010   1022  85.16667    8.516667   No   25274.273          25274
168  553757_010    635  52.91667    5.291667   No  265075.000         265075
169  553881_010    713  59.41667    5.941667   No   58469.605          58470
170  555886_020    706  58.83333    5.883333   No   88690.000          88690
171  550201_020    490  40.83333    4.083333   No  281000.000         281000
172  558175_010    631  52.58333    5.258333   No  526192.000         526192
173  553067_010    643  53.58333    5.358333   No  185000.000         185000
174  554832_020    737  61.41667    6.141667  Yes   13200.000          13200
175  556394_020    821  68.41667    6.841667   No   31000.000          31000
176  551944_020    630  52.50000    5.250000   No  134600.000         134600
177  553435_010    915  76.25000    7.625000   No   27450.000          27450
178  558774_020    681  56.75000    5.675000  Yes   40000.000          40000
179  551225_010    662  55.16667    5.516667  Yes   33603.498          33603
180  550569_020    637  53.08333    5.308333   No  319200.000         319200
181  552034_010    834  69.50000    6.950000   No   27376.000          27376
182  551143_020    607  50.58333    5.058333   No   27600.000          27600
183  559902_010    868  72.33333    7.233333  Yes   26008.000          26008
184  558360_010    771  64.25000    6.425000   No   10800.000          10800
185  556334_010    874  72.83333    7.283333  Yes   32580.000          32580
186  559885_010    629  52.41667    5.241667   No  101400.000         101400
187  551845_020    896  74.66667    7.466667   No   39154.111          39154
188  555737_020    497  41.41667    4.141667   No   95824.000          95824
189  556499_010    754  62.83333    6.283333   No   53400.000          53400
190  557180_010    677  56.41667    5.641667   No  277412.000         277412
191  556779_020    613  51.08333    5.108333   No  121060.000         121060
192  555445_020    914  76.16667    7.616667  Yes   67000.000          67000
193  552567_010    701  58.41667    5.841667   No  125000.000         125000
194  556143_010    706  58.83333    5.883333   No   33000.000          33000
195  556868_010    988  82.33333    8.233333  Yes    2544.000           2544
196  552892_020    746  62.16667    6.216667   No   92000.000          92000
197  554425_010    839  69.91667    6.991667  Yes   22636.000          22636
198  558831_010    636  53.00000    5.300000   No   15324.000          15324
199  558532_010    613  51.08333    5.108333   No   60200.000          60200
200  552025_020    497  41.41667    4.141667   No  117000.000         117000
201  555805_010    675  56.25000    5.625000   No  244738.170         244738
202  550696_010    841  70.08333    7.008333   No   16800.000          16800
203  552828_010    637  53.08333    5.308333   No  301201.732         301202
204  555221_010    718  59.83333    5.983333  Yes   26100.000          26100
205  554911_010    891  74.25000    7.425000   No   68403.000          68403
206  555918_010    626  52.16667    5.216667  Yes   23286.000          23286
207  556114_010    633  52.75000    5.275000   No  240591.268         240591
208  553646_020    619  51.58333    5.158333   No  223349.581         223350
209  559843_010    709  59.08333    5.908333   No   68320.000          68320
210  556291_010    699  58.25000    5.825000   No   80000.000          80000
211  558974_010    669  55.75000    5.575000   No   94204.000          94204
212  558837_020    809  67.41667    6.741667   No       0.000              0
213  551759_020    579  48.25000    4.825000   No  134188.000         134188
214  553273_010    660  55.00000    5.500000  Yes   55400.000          55400
215  552279_010    832  69.33333    6.933333   No   23724.438          23724
216  556859_010    647  53.91667    5.391667   No   57500.000          57500
217  551238_020    635  52.91667    5.291667   No   73000.000          73000
218  550753_020    651  54.25000    5.425000   No   52600.000          52600
219  551007_020    801  66.75000    6.675000  Yes   32140.949          32141
220  559287_010    841  70.08333    7.008333   No   96351.675          96352
221  551073_010    649  54.08333    5.408333   No    3604.000           3604
222  556390_010    632  52.66667    5.266667   No   12000.000          12000
223  556734_010    664  55.33333    5.533333   No  157820.000         157820
224  556989_010    935  77.91667    7.791667   No   17457.000          17457
225  559963_010    657  54.75000    5.475000  Yes  125000.000         125000
226  552082_020    838  69.83333    6.983333   No   22008.000          22008
227  558355_010    832  69.33333    6.933333   No    7740.000           7740
228  553341_010    616  51.33333    5.133333   No   24400.000          24400
229  555375_010    714  59.50000    5.950000   No   40100.000          40100
230  559806_010    783  65.25000    6.525000   No   55000.000          55000
231  552618_010    768  64.00000    6.400000   No   25673.251          25673
232  555041_020    912  76.00000    7.600000  Yes   48200.000          48200
233  550930_010    675  56.25000    5.625000  Yes   93680.000          93680
234  558039_010    758  63.16667    6.316667  Yes    3000.000           3000
235  553564_020    545  45.41667    4.541667  Yes   35000.000          35000
236  550347_020    635  52.91667    5.291667   No  208000.000         208000
237  554233_020    591  49.25000    4.925000   No  237050.000         237050
238  553294_010    643  53.58333    5.358333   No   55000.000          55000
239  551468_010    623  51.91667    5.191667  Yes   99000.000          99000
240  556836_010    628  52.33333    5.233333  Yes   99472.590          99473
241  550962_020    629  52.41667    5.241667  Yes   47000.000          47000
242  558741_010    939  78.25000    7.825000  Yes   14688.000          14688
243  552681_020    613  51.08333    5.108333   No   51000.000          51000
244  556144_020    764  63.66667    6.366667   No  148320.000         148320
245  558174_010    954  79.50000    7.950000   No  143000.000         143000
246  552323_020    819  68.25000    6.825000  Yes   16608.000          16608
247  558403_020    586  48.83333    4.883333   No  128000.000         128000
248  559470_010    797  66.41667    6.641667   No   17388.000          17388
249  551944_010    614  51.16667    5.116667   No  135024.000         135024
250  557383_010    802  66.83333    6.683333  Yes   15324.000          15324
251  556475_010    859  71.58333    7.158333   No   65592.000          65592
252  557125_010    698  58.16667    5.816667  Yes   40000.000          40000
253  556224_010    813  67.75000    6.775000   No   90000.000          90000
254  550119_020    968  80.66667    8.066667   No   33972.000          33972
255  550462_010    673  56.08333    5.608333   No   10000.000          10000
256  555545_010    721  60.08333    6.008333   No    3600.000           3600
257  550437_010    774  64.50000    6.450000   No   46800.000          46800
258  556732_010    774  64.50000    6.450000   No   47960.000          47960
259  552479_020    486  40.50000    4.050000   No  200020.000         200020
260  553055_010    752  62.66667    6.266667  Yes   41208.000          41208
261  551982_020    507  42.25000    4.225000   No  586000.000         586000
262  553768_010    947  78.91667    7.891667  Yes   12420.000          12420
263  558133_010    677  56.41667    5.641667  Yes  135024.000         135024
264  550543_010    634  52.83333    5.283333  Yes  161000.000         161000
265  557225_010    618  51.50000    5.150000  Yes   15500.000          15500
266  556951_010    630  52.50000    5.250000   No  182036.000         182036
267  554862_010    671  55.91667    5.591667   No   11448.000          11448
268  558391_020    644  53.66667    5.366667  Yes   50000.000          50000
269  557031_010    634  52.83333    5.283333   No   79974.000          79974
270  550186_010    634  52.83333    5.283333   No  276570.000         276570
271  555473_010    768  64.00000    6.400000   No    3600.000           3600
272  552279_020    712  59.33333    5.933333   No   24112.000          24112
273  552554_010    617  51.41667    5.141667  Yes  215008.000         215008
274  556558_010    647  53.91667    5.391667   No   82000.000          82000
275  557423_010    677  56.41667    5.641667  Yes  191000.000         191000
276  555085_020    681  56.75000    5.675000   No       0.000              0
277  551878_020    601  50.08333    5.008333  Yes   44400.000          44400
278  554913_010    612  51.00000    5.100000   No   45060.000          45060
279  553280_020    481  40.08333    4.008333   No   50000.000          50000
280  556531_010    706  58.83333    5.883333  Yes   40498.000          40498
281  551557_010    641  53.41667    5.341667   No   25722.251          25722
282  556944_010    713  59.41667    5.941667   No   91000.000          91000
283  554704_020    629  52.41667    5.241667   No  172000.000         172000
284  556635_010    818  68.16667    6.816667  Yes   20400.000          20400
285  556943_020    651  54.25000    5.425000   No   14160.000          14160
286  552494_010    682  56.83333    5.683333   No  280020.000         280020
287  552819_020    673  56.08333    5.608333   No  276400.000         276400
288  551892_010    626  52.16667    5.216667   No   74563.499          74563
289  558281_010   1063  88.58333    8.858333  Yes   21390.000          21390
290  557269_010    705  58.75000    5.875000   No   75500.000          75500
291  552383_010    853  71.08333    7.108333  Yes       0.000              0
292  554098_010    677  56.41667    5.641667   No    8000.000           8000
293  554674_010    650  54.16667    5.416667   No   78070.000          78070
294  559603_020    814  67.83333    6.783333   No  105036.000         105036
295  554203_020    667  55.58333    5.558333   No  190000.000         190000
296  557358_010    720  60.00000    6.000000  Yes   22110.000          22110
297  553252_010    681  56.75000    5.675000  Yes     250.000            250
298  556089_010    789  65.75000    6.575000  Yes   25832.000          25832
299  559704_010    731  60.91667    6.091667   No   25000.000          25000
300  554370_010    877  73.08333    7.308333  Yes   62000.000          62000
301  556208_020    741  61.75000    6.175000   No   70800.000          70800
302  551991_020    605  50.41667    5.041667   No   33000.000          33000
303  551505_010    897  74.75000    7.475000   No    9779.466           9779
304  552298_010    800  66.66667    6.666667  Yes  276570.000         276570
305  554365_020    714  59.50000    5.950000  Yes     300.000            300
306  555115_010    869  72.41667    7.241667   No   45240.000          45240
307  554172_010    735  61.25000    6.125000   No   31200.000          31200
308  557061_010    644  53.66667    5.366667   No   21000.000          21000
309  553961_020    675  56.25000    5.625000  Yes  168400.000         168400
310  551547_010    824  68.66667    6.866667   No   65600.000          65600
311  551553_020    803  66.91667    6.691667   No   47252.000          47252
312  559839_010    638  53.16667    5.316667   No  369257.048         369257
313  556266_010    685  57.08333    5.708333  Yes   12782.635          12783
314  559734_020    602  50.16667    5.016667   No  109000.000         109000
315  559487_010    867  72.25000    7.225000   No   36600.000          36600
316  555922_010    899  74.91667    7.491667  Yes   21500.000          21500
317  559767_010    922  76.83333    7.683333   No   12000.000          12000
318  558560_010    618  51.50000    5.150000   No  100000.000         100000
319  555064_020    611  50.91667    5.091667  Yes   32140.949          32141
320  550233_020    778  64.83333    6.483333  Yes   25260.000          25260
321  555375_010    714  59.50000    5.950000   No   40010.000          40010
322  552986_010   1086  90.50000    9.050000   No   24288.000          24288
323  557977_010    694  57.83333    5.783333   No   25000.000          25000
324  553646_020    617  51.41667    5.141667   No  223349.581         223350
325  558849_020    556  46.33333    4.633333   No  115000.000         115000
326  552110_010    639  53.25000    5.325000  Yes   19200.000          19200
327  555314_010    988  82.33333    8.233333  Yes   19320.000          19320
328  555872_010    677  56.41667    5.641667   No   70000.000          70000
329  550233_020    777  64.75000    6.475000  Yes   25304.000          25304
330  556757_020    701  58.41667    5.841667  Yes  175000.000         175000
331  558748_010    636  53.00000    5.300000  Yes   33450.000          33450
332  553640_010    927  77.25000    7.725000  Yes   28608.000          28608
333  552320_010    758  63.16667    6.316667   No   12960.000          12960
334  559984_010    909  75.75000    7.575000   No   15385.000          15385
335  552159_010    685  57.08333    5.708333   No  130005.000         130005
336  550516_010    750  62.50000    6.250000   No   13200.000          13200
337  555239_010   1100  91.66667    9.166667  Yes   15600.000          15600
338  556936_020    627  52.25000    5.225000   No  100480.000         100480
339  557667_010    654  54.50000    5.450000  Yes    6500.589           6501
340  555041_020    932  77.66667    7.766667  Yes   49000.000          49000
341  558184_020    656  54.66667    5.466667   No   30332.902          30333
342  550513_010    971  80.91667    8.091667   No   94400.000          94400
343  557795_010    994  82.83333    8.283333   No   16000.000          16000
344  555301_010    636  53.00000    5.300000   No  172012.000         172012
345  554377_010    679  56.58333    5.658333  Yes   40400.000          40400
346  557337_020    576  48.00000    4.800000  Yes   44000.000          44000
347  553715_020    690  57.50000    5.750000  Yes    2136.000           2136
348  554345_010    605  50.41667    5.041667   No  177200.000         177200
349  554076_010    637  53.08333    5.308333   No   83000.000          83000
350  557914_010    646  53.83333    5.383333  Yes   14616.000          14616
351  551414_020    740  61.66667    6.166667   No       0.000              0
352  552490_010    862  71.83333    7.183333   No    5484.000           5484
353  550581_020    749  62.41667    6.241667  Yes   22507.295          22507
354  555332_010    660  55.00000    5.500000   No  107000.000         107000
355  559484_020    641  53.41667    5.341667   No  126000.000         126000
356  555129_020    637  53.08333    5.308333   No  216000.000         216000
357  550822_020    659  54.91667    5.491667  Yes   71240.000          71240
358  554628_010    647  53.91667    5.391667   No   14200.000          14200
359  553055_010    747  62.25000    6.225000  Yes   40800.000          40800
360  558837_010    807  67.25000    6.725000   No      36.000             36
361  555146_010    618  51.50000    5.150000   No  124000.000         124000
362  557244_010    692  57.66667    5.766667   No  130000.000         130000
363  554443_010    773  64.41667    6.441667  Yes   30671.980          30672
364  559342_020    727  60.58333    6.058333  Yes   21390.000          21390
365  552498_010    809  67.41667    6.741667   No       0.000              0
366  558638_010    851  70.91667    7.091667   No   13332.000          13332
367  554864_020    634  52.83333    5.283333   No  145000.000         145000
368  559867_010    803  66.91667    6.691667   No  303916.197         303916
369  553060_020    628  52.33333    5.233333   No  117000.000         117000
370  550147_010    714  59.50000    5.950000   No   30000.000          30000
371  558290_010    642  53.50000    5.350000   No  349000.000         349000
372  554486_010    831  69.25000    6.925000  Yes   50400.000          50400
373  554301_010    618  51.50000    5.150000   No  109200.000         109200
374  556233_010    642  53.50000    5.350000   No  164000.000         164000
375  551299_010    712  59.33333    5.933333   No    1200.000           1200
376  550186_010    634  52.83333    5.283333   No  277200.000         277200
377  555737_020    503  41.91667    4.191667   No   96000.000          96000
378  556734_010    664  55.33333    5.533333   No  157820.000         157820
379  552079_010    618  51.50000    5.150000   No   70000.000          70000
380  558252_010    619  51.58333    5.158333  Yes   13884.000          13884
381  558917_010    626  52.16667    5.216667  Yes  158440.000         158440
382  555848_010    772  64.33333    6.433333   No       0.000              0
383  558142_010   1093  91.08333    9.108333  Yes   13200.000          13200
384  550183_020    849  70.75000    7.075000   No   55000.000          55000
385  551723_020    797  66.41667    6.641667  Yes   27376.000          27376
386  557456_020    727  60.58333    6.058333   No   25260.000          25260
387  558837_010    807  67.25000    6.725000   No       0.000              0
388  550832_020    638  53.16667    5.316667   No   68400.000          68400
389  557383_010    796  66.33333    6.633333  Yes   15400.000          15400
390  557785_020    626  52.16667    5.216667   No  181200.000         181200
391  559467_020    669  55.75000    5.575000   No  366280.000         366280
392  552868_010    756  63.00000    6.300000   No   22846.000          22846
393  558309_010    987  82.25000    8.225000   No   12408.000          12408
394  559055_010    955  79.58333    7.958333   No   13488.000          13488
395  556345_010    756  63.00000    6.300000  Yes   21432.000          21432
396  555900_010    664  55.33333    5.533333   No   68000.000          68000
397  554594_010    702  58.50000    5.850000  Yes    1000.000           1000
398  558410_010    616  51.33333    5.133333   No  194000.000         194000
399  559170_010    650  54.16667    5.416667   No   10000.000          10000
400  551827_010    753  62.75000    6.275000  Yes   29760.000          29760
401  550587_010    801  66.75000    6.675000  Yes   50000.000          50000
402  552748_010    758  63.16667    6.316667   No   30436.000          30436
403  551579_010    687  57.25000    5.725000   No   22110.000          22110
404  556859_010    648  54.00000    5.400000   No   57000.000          57000
405  550698_010    791  65.91667    6.591667  Yes   46000.000          46000
406  552346_010    608  50.66667    5.066667   No   75700.000          75700
407  557690_010    720  60.00000    6.000000  Yes   24720.000          24720
408  559806_020    565  47.08333    4.708333   No   55000.000          55000
409  553646_010    620  51.66667    5.166667   No  225012.000         225012
410  557269_010    706  58.83333    5.883333   No   75700.000          75700
411  556549_010    868  72.33333    7.233333  Yes   13332.000          13332
412  550310_010    858  71.50000    7.150000  Yes   34196.000          34196
413  559839_010    638  53.16667    5.316667   No  380300.000         380300
414  558844_020    513  42.75000    4.275000   No   41688.000          41688
415  552722_020    603  50.25000    5.025000   No   79000.000          79000
416  552418_010    797  66.41667    6.641667   No   80724.000          80724
417  559213_010    757  63.08333    6.308333   No   50050.000          50050
418  552949_010    646  53.83333    5.383333   No  134000.000         134000
419  555073_020    676  56.33333    5.633333  Yes  209782.624         209783
420  554432_020    855  71.25000    7.125000   No  109000.000         109000
421  556384_010    792  66.00000    6.600000  Yes   10752.000          10752
422  559190_020    653  54.41667    5.441667   No  145400.000         145400
423  557892_010    976  81.33333    8.133333   No   45240.000          45240
424  558266_010    680  56.66667    5.666667   No   44929.000          44929
425  554994_020    662  55.16667    5.516667   No  132848.000         132848
426  554092_010    898  74.83333    7.483333   No   43896.000          43896
427  551803_020    600  50.00000    5.000000   No  176000.000         176000
428  557052_010    605  50.41667    5.041667   No   25032.000          25032
429  554252_020    588  49.00000    4.900000   No  101338.000         101338
430  559949_010    760  63.33333    6.333333  Yes    6192.000           6192
431  554727_010   1045  87.08333    8.708333   No   80000.000          80000
432  553651_010    925  77.08333    7.708333   No   12168.000          12168
433  551046_010    942  78.50000    7.850000  Yes   16440.000          16440
434  558664_010    692  57.66667    5.766667  Yes   67290.000          67290
435  559244_010    664  55.33333    5.533333   No  172000.000         172000
436  558281_010   1066  88.83333    8.883333  Yes   21800.000          21800
437  551845_010    804  67.00000    6.700000  Yes   40000.000          40000
438  559586_010    664  55.33333    5.533333   No  130010.000         130010
439  557470_020    665  55.41667    5.541667   No  237000.000         237000
440  557595_020    758  63.16667    6.316667   No   30500.000          30500
441  556413_020    670  55.83333    5.583333   No  155000.000         155000
442  559506_010    665  55.41667    5.541667  Yes   95824.000          95824
443  558613_010    653  54.41667    5.441667   No  100000.000         100000
444  555071_010    611  50.91667    5.091667   No  125000.000         125000
445  556073_010    780  65.00000    6.500000  Yes   11000.000          11000
446  556870_010    815  67.91667    6.791667   No   28264.000          28264
447  555767_010    687  57.25000    5.725000   No   30000.000          30000
448  556793_010    647  53.91667    5.391667   No     500.000            500
449  551108_010    622  51.83333    5.183333   No  118800.000         118800
450  552989_020    599  49.91667    4.991667   No    1788.000           1788
451  553480_010    653  54.41667    5.441667  Yes   22800.000          22800
452  551087_020    734  61.16667    6.116667   No    3372.000           3372
453  557038_010    820  68.33333    6.833333   No  110564.000         110564
454  552192_010    679  56.58333    5.658333   No   15624.000          15624
455  557031_010    627  52.25000    5.225000   No   79534.000          79534
456  558099_010    817  68.08333    6.808333   No    9600.000           9600
457  550516_010    748  62.33333    6.233333   No   13236.192          13236
458  551054_010    685  57.08333    5.708333   No   29100.000          29100
459  552544_010    677  56.41667    5.641667   No  198000.000         198000
460  550753_020    641  53.41667    5.341667   No   52774.571          52775
461  550832_020    638  53.16667    5.316667   No   69278.635          69279
462  559342_020    837  69.75000    6.975000   No   21770.862          21771
463  551069_010    899  74.91667    7.491667  Yes   23850.000          23850
464  552103_010    647  53.91667    5.391667   No   11796.000          11796
465  557104_010    736  61.33333    6.133333  Yes   67000.000          67000
466  557967_010    658  54.83333    5.483333   No  267060.000         267060
467  551762_020    523  43.58333    4.358333   No   80280.000          80280
468  558246_010    666  55.50000    5.550000   No  147000.000         147000
469  559819_010    622  51.83333    5.183333   No    1200.000           1200
470  557025_010    745  62.08333    6.208333   No   91500.000          91500
471  551179_020    689  57.41667    5.741667   No  250800.000         250800
472  550581_020    845  70.41667    7.041667   No   22564.000          22564
473  557470_020    670  55.83333    5.583333   No  236000.000         236000
474  557268_010    765  63.75000    6.375000   No   46344.000          46344
475  557889_010    747  62.25000    6.225000   No       0.000              0
476  559587_020    992  82.66667    8.266667   No   49000.000          49000
477  555085_020    681  56.75000    5.675000   No       0.000              0
478  551121_010    767  63.91667    6.391667  Yes   39640.000          39640
479  556453_020    774  64.50000    6.450000  Yes   37860.000          37860
480  556200_010    644  53.66667    5.366667   No  136817.000         136817
481  556381_010    655  54.58333    5.458333   No  177000.000         177000
482  555822_010    636  53.00000    5.300000  Yes   53005.000          53005
483  559983_020    762  63.50000    6.350000  Yes  349000.000         349000
484  555946_010    772  64.33333    6.433333   No       0.000              0
485  555620_010    633  52.75000    5.275000   No  131080.000         131080
486  550614_020    574  47.83333    4.783333   No  165520.000         165520
487  559659_010    767  63.91667    6.391667   No   65000.000          65000
488  558703_010    652  54.33333    5.433333  Yes   18002.000          18002
489  559002_010    648  54.00000    5.400000   No   98400.000          98400
490  555176_010    787  65.58333    6.558333   No   78400.000          78400
491  559683_010    692  57.66667    5.766667   No   91300.000          91300
492  553413_010    769  64.08333    6.408333   No   87000.000          87000
493  559898_020    611  50.91667    5.091667   No  140000.000         140000
494  556709_010    836  69.66667    6.966667  Yes   18720.000          18720
495  552741_010    667  55.58333    5.558333  Yes   45600.000          45600
496  551803_010    636  53.00000    5.300000   No  175536.000         175536
497  559425_020    643  53.58333    5.358333   No   87706.076          87706
498  557559_020    809  67.41667    6.741667   No  135000.000         135000
499  553267_010    851  70.91667    7.091667   No       0.000              0
500  556131_010    611  50.91667    5.091667  Yes   22000.000          22000
501  555601_010    700  58.33333    5.833333  Yes   59040.000          59040
502  553993_010    794  66.16667    6.616667   No   90000.000          90000
503  559133_010    987  82.25000    8.225000   No   22800.000          22800
504  554006_010    894  74.50000    7.450000  Yes   26792.000          26792
505  550173_010    628  52.33333    5.233333   No  318283.858         318284
506  550299_020    601  50.08333    5.008333  Yes   72600.000          72600
507  553413_020    771  64.25000    6.425000  Yes   87010.000          87010
508  558096_010    951  79.25000    7.925000  Yes   10000.000          10000
509  556741_010    649  54.08333    5.408333   No   60924.000          60924
510  552868_010    756  63.00000    6.300000   No   22908.000          22908
511  551222_010    641  53.41667    5.341667   No  135000.000         135000
512  559235_020    630  52.50000    5.250000   No   99200.000          99200
513  559752_010    815  67.91667    6.791667   No   45455.000          45455
514  550962_020    625  52.08333    5.208333  Yes   47131.499          47131
515  559785_020    684  57.00000    5.700000   No   75520.000          75520
516  559523_010    830  69.16667    6.916667   No   46260.196          46260
517  555314_010   1012  84.33333    8.433333  Yes   19200.000          19200
518  551827_010    753  62.75000    6.275000  Yes   29544.000          29544
519  559587_010    855  71.25000    7.125000   No   49100.000          49100
520  557574_010    749  62.41667    6.241667   No   15000.000          15000
521  559245_010    922  76.83333    7.683333   No   15500.000          15500
522  554911_010    891  74.25000    7.425000   No   68403.000          68403
523  556712_010    702  58.50000    5.850000  Yes   91520.000          91520
524  552363_020    591  49.25000    4.925000   No   76000.000          76000
525  557322_010    800  66.66667    6.666667   No  119123.052         119123
526  555515_010    624  52.00000    5.200000   No   70512.000          70512
527  554149_010    627  52.25000    5.225000   No   72000.000          72000
528  555792_010    687  57.25000    5.725000   No  308584.288         308584
529  550239_020    579  48.25000    4.825000   No    8940.000           8940
530  556090_010    611  50.91667    5.091667   No   76464.000          76464
531  554233_020    591  49.25000    4.925000   No  235960.000         235960
532  552590_010    749  62.41667    6.241667   No   19500.000          19500
533  556311_010    903  75.25000    7.525000   No  162000.000         162000
534  559494_020    457  38.08333    3.808333   No      60.000             60
535  554471_020    578  48.16667    4.816667   No  123759.964         123760
536  557263_020    558  46.50000    4.650000   No   64000.000          64000
537  558747_010    658  54.83333    5.483333  Yes   13032.000          13032
538  552346_010    608  50.66667    5.066667   No   75563.157          75563
539  552613_010    619  51.58333    5.158333   No   76000.000          76000
540  557371_010    819  68.25000    6.825000   No   42000.000          42000
541  551944_020    630  52.50000    5.250000   No  135024.000         135024
542  559341_010    668  55.66667    5.566667   No   20000.000          20000
543  553721_010    662  55.16667    5.516667  Yes   37978.774          37979
544  558917_010    626  52.16667    5.216667  Yes  158000.000         158000
545  554994_020    662  55.16667    5.516667   No  132036.000         132036
546  551098_010    650  54.16667    5.416667   No  285000.000         285000
547  556249_020    607  50.58333    5.058333   No  675800.000         675800
548  553654_010    655  54.58333    5.458333  Yes  111000.000         111000
549  552766_010    891  74.25000    7.425000   No   17520.000          17520
550  559734_020    602  50.16667    5.016667   No  109000.000         109000
551  553393_010    630  52.50000    5.250000   No    6800.000           6800
552  551991_010    643  53.58333    5.358333   No   32520.000          32520
553  557093_010    740  61.66667    6.166667  Yes   79974.000          79974
554  555249_010    636  53.00000    5.300000   No       0.000              0
555  556428_010    800  66.66667    6.666667  Yes   42000.000          42000
556  553849_010    925  77.08333    7.708333  Yes   15920.000          15920
557  552989_010    690  57.50000    5.750000   No    2000.000           2000
558  552734_010    644  53.66667    5.366667   No   17424.000          17424
559  559587_010    855  71.25000    7.125000   No   48515.000          48515
560  559843_020    679  56.58333    5.658333   No   68403.000          68403
561  551279_010    651  54.25000    5.425000   No     300.000            300
562  551444_010    791  65.91667    6.591667   No   12012.000          12012
563  554819_010    627  52.25000    5.225000   No  162000.000         162000
564  551372_010    677  56.41667    5.641667   No   17000.000          17000
565  551548_010    733  61.08333    6.108333  Yes   24836.000          24836
566  554003_010    685  57.08333    5.708333  Yes   16212.000          16212
567  554852_010    607  50.58333    5.058333   No   21802.756          21803
568  555663_010    677  56.41667    5.641667   No   90000.000          90000
569  551188_010    681  56.75000    5.675000  Yes   19920.000          19920
570  558391_020    644  53.66667    5.366667  Yes   50212.000          50212
571  559170_010    649  54.08333    5.408333   No   10000.000          10000
572  553699_010    761  63.41667    6.341667   No   10968.000          10968
573  554655_010    642  53.50000    5.350000  Yes   14796.000          14796
574  556018_010    635  52.91667    5.291667   No   55000.000          55000
575  559867_010    804  67.00000    6.700000   No  308000.000         308000
576  553237_010    678  56.50000    5.650000  Yes   14880.000          14880
577  558191_010    706  58.83333    5.883333   No  248463.477         248463
578  550902_010    620  51.66667    5.166667   No   12000.000          12000
579  552777_010    922  76.83333    7.683333  Yes   32520.000          32520
580  556394_020    715  59.58333    5.958333   No   31200.000          31200
581  556499_010    754  62.83333    6.283333   No   53200.000          53200
582  556865_010    635  52.91667    5.291667   No   70000.000          70000
583  550240_020    867  72.25000    7.225000  Yes   48000.000          48000
584  559093_020    566  47.16667    4.716667   No   50712.948          50713
585  552741_010    674  56.16667    5.616667  Yes   45760.000          45760
586  557020_020    641  53.41667    5.341667   No  218690.633         218691
587  557856_010    743  61.91667    6.191667   No   11604.000          11604
588  553341_010    616  51.33333    5.133333   No   24324.000          24324
589  551914_010    633  52.75000    5.275000   No   82000.000          82000
590  557391_020    791  65.91667    6.591667  Yes   25092.000          25092
591  552423_020    666  55.50000    5.550000   No     203.000            203
592  551305_010    648  54.00000    5.400000   No  200900.000         200900
593  558293_010    635  52.91667    5.291667   No   82000.000          82000
594  550918_010    731  60.91667    6.091667   No   22416.000          22416
595  554146_010    747  62.25000    6.225000   No   44485.048          44485
596  550753_010    706  58.83333    5.883333  Yes   52600.000          52600
597  552034_010    834  69.50000    6.950000   No   27000.000          27000
598  552418_010    797  66.41667    6.641667   No   80800.000          80800
599  558138_020    556  46.33333    4.633333   No  132003.000         132003
600  556381_010    655  54.58333    5.458333   No  177000.000         177000
601  551156_020    544  45.33333    4.533333   No  196000.000         196000
602  551761_020    759  63.25000    6.325000  Yes   31000.000          31000
603  554247_020    886  73.83333    7.383333  Yes   22004.000          22004
604  559551_010    673  56.08333    5.608333   No    4772.000           4772
605  552656_020    664  55.33333    5.533333   No  158800.000         158800
606  556398_010    804  67.00000    6.700000  Yes       0.000              0
607  553258_010    872  72.66667    7.266667   No   68240.000          68240
608  557061_010    644  53.66667    5.366667   No   21000.000          21000
609  553904_010    653  54.41667    5.441667   No    6216.000           6216
610  556260_010    637  53.08333    5.308333   No  147580.000         147580
611  555951_010    829  69.08333    6.908333  Yes   53428.000          53428
612  558082_010    988  82.33333    8.233333   No   15324.000          15324
613  552874_010    757  63.08333    6.308333   No   42281.000          42281
614  556154_010    656  54.66667    5.466667   No  262500.000         262500
615  553118_020    613  51.08333    5.108333   No   29436.000          29436
616  555653_010    622  51.83333    5.183333   No  120000.000         120000
617  552748_020    757  63.08333    6.308333   No   30500.000          30500
618  558844_020    514  42.83333    4.283333   No   41540.775          41541
619  554818_010    719  59.91667    5.991667   No   76033.000          76033
620  552104_020    616  51.33333    5.133333   No   19040.000          19040
621  554846_010    746  62.16667    6.216667   No   16800.000          16800
622  550920_020    721  60.08333    6.008333  Yes   16572.000          16572
623  552065_010    848  70.66667    7.066667   No   18231.333          18231
624  553776_010    658  54.83333    5.483333  Yes  336000.000         336000
625  557767_010    818  68.16667    6.816667   No   10800.000          10800
626  550661_010    651  54.25000    5.425000  Yes   22217.000          22217
627  557104_010    735  61.25000    6.125000  Yes   67000.000          67000
628  552193_010    686  57.16667    5.716667  Yes  103606.365         103606
629  556433_010    670  55.83333    5.583333   No       0.000              0
630  551789_010    671  55.91667    5.591667  Yes   43200.000          43200
631  558938_010    645  53.75000    5.375000  Yes   45455.000          45455
632  554847_010    627  52.25000    5.225000   No    3492.000           3492
633  555877_010    646  53.83333    5.383333  Yes  122000.000         122000
634  559269_010    649  54.08333    5.408333   No  101156.000         101156
635  551414_020    739  61.58333    6.158333   No       0.000              0
636  559223_010    591  49.25000    4.925000   No   70000.000          70000
637  555262_010    627  52.25000    5.225000   No  253820.000         253820
638  557775_010    641  53.41667    5.341667   No   59000.000          59000
639  553055_020    660  55.00000    5.500000  Yes   40950.000          40950
640  558264_010    702  58.50000    5.850000   No   28336.000          28336
641  556516_010    675  56.25000    5.625000   No  206000.000         206000
642  552154_020    597  49.75000    4.975000   No   10920.000          10920
643  550147_010    716  59.66667    5.966667   No   30174.637          30175
644  557407_010    634  52.83333    5.283333  Yes   43200.000          43200
645  556741_010    648  54.00000    5.400000   No   60819.000          60819
646  556833_010    649  54.08333    5.408333   No   72872.000          72872
647  555405_020    637  53.08333    5.308333   No   70000.000          70000
648  550661_010    641  53.41667    5.341667  Yes   21925.987          21926
649  556088_010   1053  87.75000    8.775000  Yes   10080.000          10080
650  554154_020    673  56.08333    5.608333   No   44000.000          44000
651  556301_010    662  55.16667    5.516667   No  111355.000         111355
652  551645_010    865  72.08333    7.208333  Yes   22256.400          22256
653  552544_010    677  56.41667    5.641667   No  200100.000         200100
654  555931_010    655  54.58333    5.458333   No  325480.000         325480
655  555800_010    873  72.75000    7.275000  Yes   48515.000          48515
656  550698_010    742  61.83333    6.183333  Yes   46000.000          46000
657  554152_020    684  57.00000    5.700000   No  325480.000         325480
658  558187_020    607  50.58333    5.058333   No  102000.000         102000
659  553951_020    629  52.41667    5.241667   No   76000.000          76000
660  557268_010    765  63.75000    6.375000   No   46236.000          46236
661  557649_010    729  60.75000    6.075000   No   87706.076          87706
662  556886_020    652  54.33333    5.433333   No  157820.000         157820
663  558543_020    772  64.33333    6.433333  Yes  276881.000         276881
664  555915_020    653  54.41667    5.441667   No   74000.000          74000
665  557657_010    627  52.25000    5.225000   No  263000.000         263000
666  554953_010    643  53.58333    5.358333   No   31500.000          31500
667  558859_010    650  54.16667    5.416667   No   75000.000          75000
668  557802_010    808  67.33333    6.733333   No   40800.000          40800
669  554624_010   1100  91.66667    9.166667  Yes   26008.000          26008
670  557048_010    713  59.41667    5.941667  Yes  131080.000         131080
671  551073_010    650  54.16667    5.416667   No    3400.000           3400
672  554344_010    844  70.33333    7.033333   No   59040.000          59040
673  552192_010    679  56.58333    5.658333   No   15254.301          15254
674  551132_020    679  56.58333    5.658333   No  109000.000         109000
675  559346_010    877  73.08333    7.308333   No   84000.000          84000
676  556453_020    782  65.16667    6.516667  Yes   37860.000          37860
677  559907_010    690  57.50000    5.750000   No       0.000              0
678  554117_020    633  52.75000    5.275000   No   84400.000          84400
679  558158_010    685  57.08333    5.708333   No   50000.000          50000
680  558626_010    671  55.91667    5.591667   No   80620.000          80620
681  556779_010    684  57.00000    5.700000   No  121200.000         121200
682  554003_010    685  57.08333    5.708333  Yes   16212.000          16212
683  554793_010    770  64.16667    6.416667  Yes   38608.344          38608
684  556149_010    714  59.50000    5.950000   No   16416.000          16416
685  552504_010    670  55.83333    5.583333   No    6457.206           6457
686  555586_010    657  54.75000    5.475000   No   29040.000          29040
687  558069_010    810  67.50000    6.750000   No   30000.000          30000
688  556675_010    691  57.58333    5.758333   No  115000.000         115000
689  551806_020    554  46.16667    4.616667   No  535269.708         535270
690  559103_020    566  47.16667    4.716667   No  348924.754         348925
691  550516_010    750  62.50000    6.250000   No   13236.000          13236
692  553262_010    632  52.66667    5.266667   No   17796.000          17796
693  558450_020    637  53.08333    5.308333   No  160120.000         160120
694  558380_010    758  63.16667    6.316667   No    4644.000           4644
695  550827_010    780  65.00000    6.500000   No   88690.000          88690
696  558293_010    635  52.91667    5.291667   No   81184.000          81184
697  556570_010    711  59.25000    5.925000   No   92760.000          92760
698  558316_010    804  67.00000    6.700000  Yes   25764.286          25764
699  555241_010    635  52.91667    5.291667   No   14712.000          14712
700  557111_020    959  79.91667    7.991667  Yes   38220.000          38220
701  555545_010    720  60.00000    6.000000   No    3372.000           3372
702  551214_010    798  66.50000    6.650000  Yes     203.000            203
703  556943_020    641  53.41667    5.341667   No   13824.000          13824
704  558629_020    835  69.58333    6.958333   No  389080.000         389080
705  558511_010    610  50.83333    5.083333  Yes   47960.000          47960
706  553826_010    765  63.75000    6.375000   No  175000.000         175000
707  558841_010    628  52.33333    5.233333   No  162000.000         162000
708  557351_020    815  67.91667    6.791667   No  107680.000         107680
709  550156_020    612  51.00000    5.100000   No  287339.246         287339
710  554874_010    720  60.00000    6.000000  Yes   29000.000          29000
711  557721_020    644  53.66667    5.366667   No   60276.000          60276
712  558985_010    651  54.25000    5.425000  Yes   13728.000          13728
713  551944_010    612  51.00000    5.100000   No  135616.756         135617
714  552329_010    666  55.50000    5.550000   No   20716.000          20716
715  553815_020    457  38.08333    3.808333   No  173051.899         173052
716  559840_010    658  54.83333    5.483333   No  182700.000         182700
717  556088_010   1052  87.66667    8.766667  Yes   10000.000          10000
718  550503_010    955  79.58333    7.958333   No   21200.000          21200
719  551412_020    680  56.66667    5.666667   No   72600.000          72600
720  554479_010    669  55.75000    5.575000   No   15345.000          15345
721  555476_020    641  53.41667    5.341667   No  325480.000         325480
722  557375_010    623  51.91667    5.191667  Yes     500.000            500
723  556717_020    665  55.41667    5.541667   No  357000.000         357000
724  554706_010    691  57.58333    5.758333   No  312198.000         312198
725  556760_010    607  50.58333    5.058333   No  800600.000         800600
726  559839_010    638  53.16667    5.316667   No  376139.620         376140
727  557571_010    818  68.16667    6.816667  Yes   22848.000          22848
728  559644_010    736  61.33333    6.133333  Yes   13872.000          13872
729  553505_020    570  47.50000    4.750000   No  246700.000         246700
730  558366_010    677  56.41667    5.641667   No  152000.000         152000
731  555952_020    612  51.00000    5.100000  Yes  103000.000         103000
732  557804_020    713  59.41667    5.941667  Yes    2400.000           2400
733  556431_020    629  52.41667    5.241667  Yes  118000.000         118000
734  551054_010    685  57.08333    5.708333   No   29000.000          29000
735  558001_010    646  53.83333    5.383333   No   54240.000          54240
736  558617_010    701  58.41667    5.841667  Yes   68000.000          68000
737  550887_010    671  55.91667    5.591667   No   28680.000          28680
738  552780_020    853  71.08333    7.108333   No   98000.000          98000
739  551806_020    557  46.41667    4.641667   No  533260.399         533260
740  551761_010    882  73.50000    7.350000   No   31000.000          31000
741  554961_010    651  54.25000    5.425000   No   63915.000          63915
742  555679_010    686  57.16667    5.716667   No   30000.000          30000
743  551461_020    633  52.75000    5.275000   No   76000.000          76000
744  554098_010    677  56.41667    5.641667   No    7800.000           7800
745  551808_020    843  70.25000    7.025000   No   19248.000          19248
746  559069_020    695  57.91667    5.791667   No  189003.000         189003
747  552843_010    937  78.08333    7.808333   No   17832.000          17832
748  553206_010    656  54.66667    5.466667  Yes    3604.000           3604
749  557983_010    824  68.66667    6.866667   No   11840.000          11840
750  559501_010    658  54.83333    5.483333   No  228533.430         228533
751  555797_010    622  51.83333    5.183333   No    1980.000           1980
752  556175_010    650  54.16667    5.416667   No  220000.000         220000
753  550860_010    823  68.58333    6.858333   No   93200.000          93200
754  555578_010    725  60.41667    6.041667   No   13824.000          13824
755  556990_010    630  52.50000    5.250000   No   70000.000          70000
756  555955_010   1070  89.16667    8.916667  Yes   10920.000          10920
757  551950_020    823  68.58333    6.858333   No   37978.774          37979
758  559002_010    645  53.75000    5.375000   No   98137.254          98137
759  557461_010    660  55.00000    5.500000  Yes  407606.754         407607
760  556483_010    629  52.41667    5.241667   No  180640.000         180640
761  557966_010    653  54.41667    5.441667   No  130000.000         130000
762  556008_020    566  47.16667    4.716667  Yes  209782.624         209783
763  559587_020    861  71.75000    7.175000   No   49100.000          49100
764  556541_010    689  57.41667    5.741667   No    9208.000           9208
765  557902_010    862  71.83333    7.183333   No   15264.000          15264
766  550183_010    879  73.25000    7.325000   No   55000.000          55000
767  557225_010    618  51.50000    5.150000  Yes   15252.000          15252
768  559515_020    809  67.41667    6.741667  Yes  218690.633         218691
769  551779_010    764  63.66667    6.366667   No  637040.695         637041
770  552775_020    580  48.33333    4.833333   No  117050.000         117050
771  552011_010    628  52.33333    5.233333   No   61537.649          61538
772  552638_020    527  43.91667    4.391667   No  137000.000         137000
773  555037_010    615  51.25000    5.125000   No   72000.000          72000
774  557963_010    685  57.08333    5.708333   No   88689.000          88689
775  553446_010    605  50.41667    5.041667   No   17592.000          17592
776  556323_020    662  55.16667    5.516667   No  122012.000         122012
777  558156_010    903  75.25000    7.525000   No   17964.000          17964
778  551646_010    679  56.58333    5.658333   No   51200.000          51200
779  554591_020    582  48.50000    4.850000   No  127020.000         127020
780  559373_010    625  52.08333    5.208333   No   13032.000          13032
781  552339_010    662  55.16667    5.516667  Yes   11748.000          11748
782  555931_010    656  54.66667    5.466667   No  332712.192         332712
783  557384_010    862  71.83333    7.183333  Yes   37700.000          37700
784  555086_010    657  54.75000    5.475000   No  109120.000         109120
785  556424_010    622  51.83333    5.183333   No   49000.000          49000
786  553935_010    836  69.66667    6.966667   No   19086.000          19086
787  557253_010    891  74.25000    7.425000  Yes   30671.980          30672
788  553852_010    635  52.91667    5.291667   No       0.000              0
789  554789_020    745  62.08333    6.208333   No  149048.000         149048
790  551110_010    823  68.58333    6.858333   No   13806.325          13806
791  556873_010    843  70.25000    7.025000  Yes  131080.000         131080
792  559812_010    686  57.16667    5.716667   No   51200.000          51200
793  557223_020    773  64.41667    6.441667   No   30300.000          30300
794  559283_010    636  53.00000    5.300000  Yes   52774.571          52775
795  559353_010    617  51.41667    5.141667   No   38536.101          38536
796  557141_010    638  53.16667    5.316667  Yes   96428.000          96428
797  558131_010    674  56.16667    5.616667   No  168000.000         168000
798  555578_020    701  58.41667    5.841667   No   14148.000          14148
799  557965_010    613  51.08333    5.108333   No  287339.246         287339
800  558115_010    675  56.25000    5.625000  Yes       0.000              0
801  558052_010    681  56.75000    5.675000  Yes   10000.000          10000
802  552681_010    624  52.00000    5.200000   No   51000.000          51000
803  559379_010    616  51.33333    5.133333   No  105000.000         105000
804  558867_010    816  68.00000    6.800000   No   37079.926          37080
805  559229_020    574  47.83333    4.783333  Yes  418024.000         418024
806  555785_020    496  41.33333    4.133333   No   30598.050          30598
807  550569_020    642  53.50000    5.350000   No  320000.000         320000
808  554154_020    673  56.08333    5.608333  Yes   43760.000          43760
809  552192_010    679  56.58333    5.658333   No   15600.000          15600
810  552949_020    651  54.25000    5.425000   No  134000.000         134000
811  557892_020    980  81.66667    8.166667   No   45240.000          45240
812  553280_020    486  40.50000    4.050000   No   50000.000          50000
813  554604_020    621  51.75000    5.175000   No   21600.000          21600
814  555209_010    630  52.50000    5.250000   No  364400.000         364400
815  554840_010    663  55.25000    5.525000  Yes   30869.000          30869
816  559785_010    675  56.25000    5.625000  Yes   75520.000          75520
817  550299_010    669  55.75000    5.575000   No   72600.000          72600
818  554772_010   1048  87.33333    8.733333   No   19604.000          19604
819  552874_020    787  65.58333    6.558333   No   42300.000          42300
820  556768_020    866  72.16667    7.216667   No   41208.000          41208
821  559010_010    812  67.66667    6.766667   No   20908.000          20908
822  559928_010    644  53.66667    5.366667   No    3959.941           3960
823  553413_020    771  64.25000    6.425000  Yes   87000.000          87000
824  557909_020    418  34.83333    3.483333   No   51682.000          51682
825  554773_010    749  62.41667    6.241667   No   60000.000          60000
826  559734_010    663  55.25000    5.525000   No  108836.000         108836
827  552780_020    849  70.75000    7.075000   No   99200.000          99200
828  554655_010    642  53.50000    5.350000  Yes   15024.000          15024
829  556876_010    788  65.66667    6.566667   No   90000.000          90000
830  559820_010    635  52.91667    5.291667   No  176000.000         176000
831  559984_010    909  75.75000    7.575000   No   15600.000          15600
832  556983_020    614  51.16667    5.116667   No  148000.000         148000
833  552184_010    646  53.83333    5.383333  Yes   10200.000          10200
834  559573_010    771  64.25000    6.425000  Yes    1788.000           1788
835  552314_010    774  64.50000    6.450000   No   70000.000          70000
836  554301_020    589  49.08333    4.908333   No  109000.000         109000
837  552154_020    596  49.66667    4.966667   No   10968.000          10968
838  555210_010    819  68.25000    6.825000  Yes   23808.000          23808
839  555336_010    797  66.41667    6.641667   No   35000.000          35000
840  559691_010    609  50.75000    5.075000   No   71000.000          71000
841  559341_010    668  55.66667    5.566667   No   20100.000          20100
842  552100_010    760  63.33333    6.333333   No  178080.000         178080
843  556796_010    610  50.83333    5.083333   No   36682.528          36683
844  550316_010    796  66.33333    6.633333   No   19332.000          19332
845  558191_010    667  55.58333    5.558333   No  243600.000         243600
846  556666_020    570  47.50000    4.750000   No  186600.000         186600
847  552812_010    655  54.58333    5.458333  Yes  153404.000         153404
848  552786_010    718  59.83333    5.983333  Yes   39154.111          39154
849  555506_010    607  50.58333    5.058333   No   25274.273          25274
850  558939_020    741  61.75000    6.175000   No  145000.000         145000
851  554006_010    896  74.66667    7.466667  Yes   26420.000          26420
852  553707_010   1016  84.66667    8.466667   No   37978.774          37979
853  559567_010    825  68.75000    6.875000   No   37181.174          37181
854  554144_010    663  55.25000    5.525000   No   31616.000          31616
855  550688_010    621  51.75000    5.175000  Yes   19100.000          19100
856  557480_010    617  51.41667    5.141667  Yes       0.000              0
857  553914_020    612  51.00000    5.100000   No  250800.000         250800
858  552660_020    924  77.00000    7.700000   No   37200.000          37200
859  556148_020    919  76.58333    7.658333   No   36024.000          36024
860  559912_020    682  56.83333    5.683333   No  133000.000         133000
861  559431_020    614  51.16667    5.116667   No  115000.000         115000
862  554069_010    804  67.00000    6.700000   No   13149.386          13149
863  552681_010    624  52.00000    5.200000   No   51311.000          51311
864  558629_010    835  69.58333    6.958333   No  383500.000         383500
865  557118_010    626  52.16667    5.216667   No   22846.000          22846
866  557320_020    571  47.58333    4.758333   No  164000.000         164000
867  553775_010    652  54.33333    5.433333  Yes  101036.000         101036
868  555663_010    682  56.83333    5.683333   No   89670.804          89671
869  551833_010    637  53.08333    5.308333   No   83800.000          83800
870  553994_020    615  51.25000    5.125000  Yes   10968.000          10968
871  555073_020    667  55.58333    5.558333   No  212942.661         212943
872  555797_010    622  51.83333    5.183333   No    2000.000           2000
873  558281_010   1063  88.58333    8.858333  Yes   21500.000          21500
874  550683_010    635  52.91667    5.291667  Yes  306283.154         306283
875  554972_020    556  46.33333    4.633333   No   46892.000          46892
876  555294_010    641  53.41667    5.341667   No   22110.000          22110
877  558441_010    640  53.33333    5.333333   No  308000.000         308000
878  554330_020    676  56.33333    5.633333  Yes  161000.000         161000
879  553780_020    672  56.00000    5.600000   No  383500.000         383500
880  551412_020    680  56.66667    5.666667   No   73120.000          73120
881  553534_010    655  54.58333    5.458333   No  104400.000         104400
882  554449_010    699  58.25000    5.825000   No  263279.733         263280
883  552332_020    769  64.08333    6.408333  Yes  122600.000         122600
884  556579_010    866  72.16667    7.216667  Yes   18049.141          18049
885  554256_020    669  55.75000    5.575000   No   13872.000          13872
886  556453_020    774  64.50000    6.450000  Yes   37800.000          37800
887  551748_010    661  55.08333    5.508333   No  100000.000         100000
888  555601_020    735  61.25000    6.125000  Yes   59040.000          59040
889  554899_020    493  41.08333    4.108333  Yes   33663.623          33664
890  558174_020    939  78.25000    7.825000   No  141276.000         141276
891  553771_010    656  54.66667    5.466667  Yes   12420.000          12420
892  556878_020    568  47.33333    4.733333   No   94400.000          94400
893  556185_010    772  64.33333    6.433333   No   18840.000          18840
894  556200_010    644  53.66667    5.366667   No  136817.000         136817
895  550790_020    569  47.41667    4.741667   No  418024.000         418024
896  550967_020    767  63.91667    6.391667  Yes   84600.000          84600
897  555274_010    698  58.16667    5.816667  Yes   47400.000          47400
898  556069_010    895  74.58333    7.458333   No   16800.000          16800
899  556675_020    576  48.00000    4.800000   No  115000.000         115000
900  558252_010    619  51.58333    5.158333  Yes   13806.325          13806
901  556495_020    608  50.66667    5.066667   No   55000.000          55000
902  556995_010    652  54.33333    5.433333   No  102784.980         102785
903  554851_010    968  80.66667    8.066667  Yes    6140.000           6140
904  550686_010    701  58.41667    5.841667   No   28680.000          28680
905  552118_020    746  62.16667    6.216667   No  101338.000         101338
906  554690_020    595  49.58333    4.958333   No  120000.000         120000
907  554172_010    735  61.25000    6.125000   No   31000.000          31000
908  559286_010    807  67.25000    6.725000   No   85000.000          85000
909  556437_020    640  53.33333    5.333333   No    2916.000           2916
910  554864_020    633  52.75000    5.275000   No  145000.000         145000
911  556050_010    646  53.83333    5.383333   No  238400.000         238400
912  559416_010    680  56.66667    5.666667   No   52000.000          52000
913  559071_010    706  58.83333    5.883333   No       0.000              0
914  559750_010    833  69.41667    6.941667   No   28932.000          28932
915  556634_010    611  50.91667    5.091667   No   24960.000          24960
916  558252_010    620  51.66667    5.166667  Yes   14160.000          14160
917  552721_010    891  74.25000    7.425000  Yes   14113.430          14113
918  553948_020    782  65.16667    6.516667  Yes  118000.000         118000
919  559587_020    812  67.66667    6.766667   No   48200.000          48200
920  558546_010    726  60.50000    6.050000   No   11880.000          11880
921  557855_010    714  59.50000    5.950000  Yes   32580.000          32580
922  552819_010    673  56.08333    5.608333   No  276881.000         276881
923  557538_020    667  55.58333    5.558333   No    4320.000           4320
924  556441_010    711  59.25000    5.925000   No   20000.000          20000
925  559600_020    664  55.33333    5.533333   No   70020.000          70020
926  556424_020    544  45.33333    4.533333  Yes   48200.000          48200
927  552228_010    660  55.00000    5.500000   No   12000.000          12000
928  555650_010    668  55.66667    5.566667   No   53400.000          53400
929  557014_010    988  82.33333    8.233333  Yes   46793.034          46793
930  558897_010    618  51.50000    5.150000   No   12251.412          12251
931  559269_020    615  51.25000    5.125000   No  100960.000         100960
932  559292_010    681  56.75000    5.675000   No       0.000              0
933  554152_020    684  57.00000    5.700000   No  327000.000         327000
934  557461_020    606  50.50000    5.050000  Yes  404000.000         404000
935  555163_010    651  54.25000    5.425000   No  200000.000         200000
936  558155_010    706  58.83333    5.883333  Yes   16320.000          16320
937  559691_010    609  50.75000    5.075000   No   70800.000          70800
938  551092_010    679  56.58333    5.658333   No   99000.000          99000
939  558671_020    909  75.75000    7.575000  Yes   30869.000          30869
940  555351_010    646  53.83333    5.383333   No   69278.635          69279
941  553574_010    641  53.41667    5.341667   No  100000.000         100000
942  551512_010    779  64.91667    6.491667   No   19380.000          19380
943  556666_020    569  47.41667    4.741667   No  188000.000         188000
944  559762_010    656  54.66667    5.466667   No   73537.000          73537
945  550166_010    653  54.41667    5.441667  Yes  356087.063         356087
946  552816_020    764  63.66667    6.366667   No       0.000              0
947  553227_010    676  56.33333    5.633333   No   14796.000          14796
948  556240_010    689  57.41667    5.741667   No   15000.000          15000
949  555152_010    661  55.08333    5.508333   No  707600.000         707600
950  551660_010    855  71.25000    7.125000   No   24132.000          24132
951  555192_020   1060  88.33333    8.833333   No   19716.000          19716
952  558532_020    663  55.25000    5.525000   No   60200.000          60200
953  552490_010    862  71.83333    7.183333   No    5860.000           5860
954  557811_010    619  51.58333    5.158333  Yes  148060.000         148060
955  551144_010    927  77.25000    7.725000   No   19500.000          19500
956  552971_010    813  67.75000    6.775000  Yes   21000.000          21000
957  556869_010    885  73.75000    7.375000  Yes   69479.000          69479
958  556541_010    682  56.83333    5.683333   No    8880.000           8880
959  553399_020    861  71.75000    7.175000   No  212942.661         212943
960  553114_010    629  52.41667    5.241667   No  156204.000         156204
961  552179_010    626  52.16667    5.216667   No   35000.000          35000
962  559408_010    862  71.83333    7.183333   No   68403.000          68403
963  559842_010    629  52.41667    5.241667  Yes  250080.000         250080
964  551442_010    704  58.66667    5.866667   No   25405.000          25405
965  550661_010    651  54.25000    5.425000  Yes   22004.000          22004
966  554238_020    912  76.00000    7.600000   No   62862.000          62862
967  556121_010    661  55.08333    5.508333  Yes    9750.000           9750
968  551940_010    672  56.00000    5.600000   No  119008.000         119008
969  550183_010    879  73.25000    7.325000   No   55000.000          55000
970  552510_010    625  52.08333    5.208333   No   93809.033          93809
971  553319_010    634  52.83333    5.283333   No   59404.000          59404
972  558344_010    654  54.50000    5.450000  Yes   75520.000          75520
973  553315_020    735  61.25000    6.125000   No   56003.000          56003
974  555578_010    726  60.50000    6.050000   No   13860.000          13860
975  559094_010    642  53.50000    5.350000   No   26400.000          26400
976  550920_010    731  60.91667    6.091667  Yes   16392.679          16393
977  554449_010    698  58.16667    5.816667   No  258224.000         258224
978  550428_010    713  59.41667    5.941667   No   55000.000          55000
979  559129_010    700  58.33333    5.833333   No   23200.000          23200
980  556323_010    635  52.91667    5.291667   No  122036.000         122036
981  554569_010    894  74.50000    7.450000   No   33972.000          33972
982  552976_020    581  48.41667    4.841667   No  147012.000         147012
983  559707_010    643  53.58333    5.358333   No  136656.000         136656
984  557924_020    627  52.25000    5.225000   No  116500.000         116500
985  557446_010    663  55.25000    5.525000   No   65000.000          65000
986  551380_010    654  54.50000    5.450000   No  104400.000         104400
987  551944_020    635  52.91667    5.291667   No  135024.000         135024
988  550156_010    612  51.00000    5.100000   No  289000.000         289000
989  554069_010    823  68.58333    6.858333   No   12960.000          12960
990  555697_020    654  54.50000    5.450000  Yes   15192.000          15192
991  551110_010    823  68.58333    6.858333   No   13843.000          13843
992  557786_010    740  61.66667    6.166667   No   45000.000          45000
993  557965_020    568  47.33333    4.733333   No  289000.000         289000
994  550295_010    627  52.25000    5.225000  Yes   25260.000          25260
995  559586_010    664  55.33333    5.533333   No  129600.000         129600
996  552231_010    632  52.66667    5.266667   No  102200.000         102200
997  559649_010    733  61.08333    6.108333   No   53400.000          53400
998  554247_020    980  81.66667    8.166667  Yes   22000.000          22000
999  553121_010    677  56.41667    5.641667   No    7200.000           7200
1000 552025_010    619  51.58333    5.158333   No  116500.000         116500
1001 558568_020    804  67.00000    6.700000  Yes   52000.000          52000
1002 553757_020    621  51.75000    5.175000   No  267060.000         267060
1003 553948_020    782  65.16667    6.516667  Yes  118000.000         118000
1004 556249_020    607  50.58333    5.058333   No  711600.000         711600
1005 553399_010    862  71.83333    7.183333   No  209782.624         209783
1006 557630_020    590  49.16667    4.916667   No   55012.000          55012
1007 556390_010    632  52.66667    5.266667   No   12000.000          12000
1008 556869_010    885  73.75000    7.375000  Yes   70080.000          70080
1009 557320_020    574  47.83333    4.783333   No  164000.000         164000
1010 555004_010    620  51.66667    5.166667   No   15000.000          15000
1011 550239_010    639  53.25000    5.325000   No    8940.000           8940
1012 557889_010    752  62.66667    6.266667   No       0.000              0
1013 559973_010    652  54.33333    5.433333  Yes  150512.000         150512
1014 556300_020    636  53.00000    5.300000   No  385000.000         385000
1015 550201_020    484  40.33333    4.033333   No  281000.000         281000
1016 552118_020    665  55.41667    5.541667   No  101400.000         101400
1017 551759_010    659  54.91667    5.491667   No  134000.000         134000
1018 557111_010    911  75.91667    7.591667  Yes   38452.000          38452
1019 559603_020    813  67.75000    6.775000  Yes  105000.000         105000
1020 556717_020    642  53.50000    5.350000   No  360000.000         360000
1021 553879_010    734  61.16667    6.116667   No   13097.695          13098
1022 556732_010    774  64.50000    6.450000   No   47777.107          47777
1023 556431_010    620  51.66667    5.166667   No  118000.000         118000
1024 550683_010    635  52.91667    5.291667  Yes  303916.197         303916
1025 559698_010    616  51.33333    5.133333   No  407606.754         407607
1026 559010_010    813  67.75000    6.775000   No   20820.000          20820
1027 555065_010    660  55.00000    5.500000   No  196000.000         196000
1028 553112_010    791  65.91667    6.591667   No   43200.000          43200
1029 555405_010    637  53.08333    5.308333   No   70080.000          70080
1030 550882_010    645  53.75000    5.375000   No    6180.000           6180
1031 559287_010    924  77.00000    7.700000   No   96267.615          96268
1032 553961_020    675  56.25000    5.625000  Yes  169876.000         169876
1033 559624_010    668  55.66667    5.566667   No   85449.191          85449
1034 555578_010    765  63.75000    6.375000   No   13824.000          13824
1035 557856_010    731  60.91667    6.091667   No   11772.000          11772
1036 552741_010    667  55.58333    5.558333  Yes   45421.000          45421
1037 559093_020    565  47.08333    4.708333   No   50400.000          50400
1038 559764_010    737  61.41667    6.141667   No   13527.000          13527
1039 554161_010    619  51.58333    5.158333   No  124000.000         124000
1040 556225_020    507  42.25000    4.225000   No   63000.000          63000
1041 554017_010    866  72.16667    7.216667   No   10344.000          10344
1042 554578_010    674  56.16667    5.616667   No  175000.000         175000
1043 558175_010    630  52.50000    5.250000   No  534004.000         534004
1044 550015_010    678  56.50000    5.650000   No   90000.000          90000
1045 554006_010    897  74.75000    7.475000  Yes   26400.000          26400
1046 557424_010    623  51.91667    5.191667  Yes   54026.574          54027
1047 554069_020    733  61.08333    6.108333   No   13208.000          13208
1048 559269_010    649  54.08333    5.408333   No  100900.000         100900
1049 555464_010    641  53.41667    5.341667  Yes   10348.000          10348
1050 558271_010    648  54.00000    5.400000   No  139000.000         139000
1051 554305_010    862  71.83333    7.183333   No   39132.000          39132
1052 552320_010    757  63.08333    6.308333   No   13200.000          13200
1053 556271_010    748  62.33333    6.233333  Yes   13149.386          13149
1054 556979_010    644  53.66667    5.366667   No   26880.000          26880
1055 556621_010    801  66.75000    6.675000  Yes   19200.000          19200
1056 551057_010    927  77.25000    7.725000   No   15000.000          15000
1057 557680_020    857  71.41667    7.141667   No   46020.000          46020
1058 554443_010    773  64.41667    6.441667  Yes   30724.000          30724
1059 557446_010    663  55.25000    5.525000   No   65000.000          65000
1060 557510_020    564  47.00000    4.700000   No   88690.000          88690
1061 558380_010    759  63.25000    6.325000   No    4688.000           4688
1062 555137_010    686  57.16667    5.716667   No   13884.000          13884
1063 553715_010    739  61.58333    6.158333  Yes    2209.000           2209
1064 558582_010    655  54.58333    5.458333  Yes   62000.000          62000
1065 550637_020    627  52.25000    5.225000   No  455012.000         455012
1066 558390_010    658  54.83333    5.483333   No  127522.562         127523
1067 555151_010    627  52.25000    5.225000   No  369257.048         369257
1068 555018_010    691  57.58333    5.758333   No  156660.000         156660
1069 552840_010    635  52.91667    5.291667   No   37200.000          37200
1070 552874_020    761  63.41667    6.341667  Yes   42300.000          42300
1071 557924_020    629  52.41667    5.241667   No  117012.000         117012
1072 552976_020    583  48.58333    4.858333   No  147012.000         147012
1073 552741_010    675  56.25000    5.625000  Yes   45421.000          45421
1074 552104_010    605  50.41667    5.041667   No   19381.000          19381
1075 553014_010    867  72.25000    7.225000  Yes  235960.000         235960
1076 552025_010    619  51.58333    5.158333   No  117050.000         117050
1077 552154_010    662  55.16667    5.516667   No   11000.000          11000
1078 556428_010    801  66.75000    6.675000  Yes   42200.000          42200
1079 552629_010    939  78.25000    7.825000  Yes   30780.000          30780
1080 557151_010    968  80.66667    8.066667   No   44000.000          44000
1081 551150_010    888  74.00000    7.400000   No     203.000            203
1082 553778_020    798  66.50000    6.650000  Yes  126000.000         126000
1083 559286_010    807  67.25000    6.725000   No   84600.000          84600
1084 558309_010    987  82.25000    8.225000   No   12348.000          12348
1085 553055_020    733  61.08333    6.108333  Yes   40498.000          40498
1086 557902_010    861  71.75000    7.175000   No   15385.000          15385
1087 552011_010    628  52.33333    5.233333   No   61324.356          61324
1088 550964_010    629  52.41667    5.241667   No  637040.695         637041
1089 550516_010    748  62.33333    6.233333   No   13032.000          13032
1090 554256_010    662  55.16667    5.516667   No   13800.000          13800
1091 551744_020    711  59.25000    5.925000   No  194000.000         194000
1092 552363_020    591  49.25000    4.925000   No   76033.000          76033
1093 550410_010    608  50.66667    5.066667   No  100010.000         100010
1094 551529_010    994  82.83333    8.283333   No   20100.000          20100
1095 552301_010    925  77.08333    7.708333   No   11880.000          11880
1096 551928_010    643  53.58333    5.358333  Yes   28264.000          28264
1097 556668_020    992  82.66667    8.266667   No   23616.000          23616
1098 558445_010    690  57.50000    5.750000   No       0.000              0
1099 552395_010   1027  85.58333    8.558333   No    9600.000           9600
1100 554154_020    673  56.08333    5.608333   No   44000.000          44000
1101 550267_020    688  57.33333    5.733333   No  133000.000         133000
1102 559241_010    659  54.91667    5.491667   No  277412.000         277412
1103 554152_020    684  57.00000    5.700000   No  334248.000         334248
1104 555216_010    907  75.58333    7.558333   No   44400.000          44400
1105 559178_020    739  61.58333    6.158333   No   94204.000          94204
1106 556325_020    572  47.66667    4.766667   No   83000.000          83000
1107 556939_010    635  52.91667    5.291667   No   31336.000          31336
1108 559969_020    932  77.66667    7.766667   No   30000.000          30000
1109 552306_020    610  50.83333    5.083333   No  188000.000         188000
1110 550461_010    764  63.66667    6.366667  Yes   15600.000          15600
1111 558082_010    983  81.91667    8.191667   No   15252.000          15252
1112 557811_020    646  53.83333    5.383333   No  148000.000         148000
1113 553879_010    735  61.25000    6.125000   No   13032.000          13032
1114 550583_010    651  54.25000    5.425000   No   94788.000          94788
1115 559917_010    668  55.66667    5.566667   No       0.000              0
1116 558594_010    668  55.66667    5.566667   No    9600.000           9600
1117 556732_010    774  64.50000    6.450000   No   47520.000          47520
1118 556793_010    647  53.91667    5.391667   No     300.000            300
1119 557461_020    617  51.41667    5.141667  Yes  407606.754         407607
1120 557811_020    654  54.50000    5.450000  Yes  148024.000         148024
1121 558576_010    686  57.16667    5.716667  Yes   52000.000          52000
1122 557529_010    618  51.50000    5.150000   No  120024.000         120024
1123 550645_010    797  66.41667    6.641667   No  145400.000         145400
1124 551263_020    634  52.83333    5.283333   No  160080.000         160080
1125 553534_010    651  54.25000    5.425000   No  104900.000         104900
1126 553948_010    781  65.08333    6.508333  Yes  118000.000         118000
1127 557967_020    645  53.75000    5.375000   No  267060.000         267060
1128 552494_010    682  56.83333    5.683333   No  285000.000         285000
1129 552775_020    580  48.33333    4.833333   No  117000.000         117000
1130 550759_010    830  69.16667    6.916667   No   17520.000          17520
1131 556666_020    567  47.25000    4.725000   No  187800.000         187800
1132 552079_010    618  51.50000    5.150000   No   70000.000          70000
1133 554660_020    665  55.41667    5.541667  Yes   11040.000          11040
1134 558540_010    767  63.91667    6.391667   No    9672.000           9672
1135 551263_020    634  52.83333    5.283333   No  160120.000         160120
1136 550110_010    674  56.16667    5.616667   No    3000.000           3000
1137 550931_010    653  54.41667    5.441667   No   31616.000          31616
1138 555503_020    676  56.33333    5.633333   No   30000.000          30000
1139 550920_010    784  65.33333    6.533333  Yes   16608.000          16608
1140 559818_010    652  54.33333    5.433333   No   23142.000          23142
1141 552766_010    895  74.58333    7.458333   No   17592.000          17592
1142 557510_020    566  47.16667    4.716667   No   88690.000          88690
1143 557725_010    685  57.08333    5.708333   No  100900.000         100900
1144 552721_010    892  74.33333    7.433333  Yes   14040.000          14040
1145 558532_010    613  51.08333    5.108333   No   60400.000          60400
1146 552177_010    653  54.41667    5.441667   No   82000.000          82000
1147 556241_010    633  52.75000    5.275000   No   25962.000          25962
1148 550064_010    675  56.25000    5.625000  Yes  110500.000         110500
1149 559905_010    591  49.25000    4.925000   No    3959.941           3960
1150 554280_010    633  52.75000    5.275000   No   80000.000          80000
1151 557391_020    866  72.16667    7.216667  Yes   25032.000          25032
1152 554877_010    623  51.91667    5.191667  Yes  105000.000         105000
1153 556493_010    717  59.75000    5.975000   No   26400.000          26400
1154 552154_010    662  55.16667    5.516667   No   11000.000          11000
1155 555178_010    823  68.58333    6.858333   No   49496.000          49496
1156 554486_010    831  69.25000    6.925000  Yes   50607.954          50608
1157 552886_010    873  72.75000    7.275000  Yes   22800.000          22800
1158 554438_010    747  62.25000    6.225000  Yes   11928.000          11928
1159 555978_010    745  62.08333    6.208333   No    1681.298           1681
1160 555476_010    641  53.41667    5.341667   No  327040.000         327040
1161 551253_010    625  52.08333    5.208333  Yes   67884.000          67884
1162 555113_020    598  49.83333    4.983333   No   84800.000          84800
1163 558552_020    758  63.16667    6.316667   No   70512.000          70512
1164 557131_010    768  64.00000    6.400000   No  113000.000         113000
1165 554330_020    676  56.33333    5.633333  Yes  161000.000         161000
1166 557213_010    783  65.25000    6.525000   No    7650.000           7650
1167 558543_020    776  64.66667    6.466667  Yes  276400.000         276400
1168 557538_020    667  55.58333    5.558333   No    4320.000           4320
1169 553030_010    624  52.00000    5.200000  Yes   46020.000          46020
1170 557283_010    670  55.83333    5.583333   No   31000.000          31000
1171 555311_020    564  47.00000    4.700000   No  484000.000         484000
1172 555156_020    647  53.91667    5.391667  Yes  106000.000         106000
1173 554387_010    668  55.66667    5.566667   No  218690.633         218691
1174 552812_010    655  54.58333    5.458333  Yes  153000.000         153000
1175 550066_010    963  80.25000    8.025000  Yes   87706.076          87706
1176 556266_010    685  57.08333    5.708333  Yes   12708.000          12708
1177 550614_010    644  53.66667    5.366667   No  166711.764         166712
1178 553430_010    661  55.08333    5.508333   No   66000.000          66000
1179 559600_020    668  55.66667    5.566667   No   70000.000          70000
1180 553970_010    663  55.25000    5.525000  Yes   75000.000          75000
1181 552819_010    669  55.75000    5.575000   No  274191.814         274192
1182 551664_010    897  74.75000    7.475000  Yes   66000.000          66000
1183 558922_010    633  52.75000    5.275000   No   14712.000          14712
1184 550458_010    674  56.16667    5.616667   No  343280.000         343280
1185 558198_010    645  53.75000    5.375000  Yes   25304.000          25304
1186 558403_020    588  49.00000    4.900000   No  129000.000         129000
1187 557721_020    643  53.58333    5.358333   No   60400.000          60400
1188 559029_020    609  50.75000    5.075000   No  152501.000         152501
1189 555331_010    669  55.75000    5.575000   No  145000.000         145000
1190 553294_010    643  53.58333    5.358333   No   55012.000          55012
1191 553280_010    646  53.83333    5.383333   No   50000.000          50000
1192 555578_020    713  59.41667    5.941667   No   13956.000          13956
1193 556493_020    817  68.08333    6.808333  Yes   26400.000          26400
1194 554073_010    617  51.41667    5.141667   No  175536.000         175536
1195 555169_010    660  55.00000    5.500000   No   20000.000          20000
1196 555848_010    772  64.33333    6.433333   No       0.000              0
1197 551514_010    656  54.66667    5.466667   No   13527.000          13527
1198 559353_010    617  51.41667    5.141667   No   38200.000          38200
1199 554855_010    824  68.66667    6.866667   No  145000.000         145000
1200 559834_010    896  74.66667    7.466667  Yes   20574.000          20574
1201 555307_010    762  63.50000    6.350000   No   12348.000          12348
1202 553139_020    623  51.91667    5.191667   No   50000.000          50000
1203 551127_010    827  68.91667    6.891667   No   11700.000          11700
1204 550536_010    925  77.08333    7.708333   No  115000.000         115000
1205 556300_010    635  52.91667    5.291667   No  383500.000         383500
1206 551975_010    641  53.41667    5.341667   No  104208.000         104208
1207 550064_010    674  56.16667    5.616667   No  110000.000         110000
1208 557258_010    665  55.41667    5.541667   No   68664.000          68664
1209 554652_010    631  52.58333    5.258333   No   48000.000          48000
1210 559511_010    681  56.75000    5.675000   No  119000.000         119000
1211 557014_010    824  68.66667    6.866667  Yes   47220.000          47220
1212 551334_010    754  62.83333    6.283333  Yes   94788.000          94788
1213 550201_020    481  40.08333    4.008333   No  285000.000         285000
1214 556495_020    608  50.66667    5.066667   No   55040.000          55040
1215 559598_010    687  57.25000    5.725000   No  372036.209         372036
1216 554740_010    707  58.91667    5.891667  Yes       0.000              0
1217 559839_010    638  53.16667    5.316667   No  380300.000         380300
1218 558552_020    757  63.08333    6.308333   No   70332.000          70332
1219 559234_010    623  51.91667    5.191667  Yes  137979.058         137979
1220 554690_020    597  49.75000    4.975000   No  120001.000         120001
1221 555134_010    670  55.83333    5.583333   No    9672.000           9672
1222 559235_010    629  52.41667    5.241667   No   99000.000          99000
1223 557461_020    606  50.50000    5.050000  Yes  404000.000         404000
1224 552238_010    673  56.08333    5.608333   No    2304.000           2304
1225 559748_010    758  63.16667    6.316667   No   29200.000          29200
1226 553641_010    627  52.25000    5.225000   No   50000.000          50000
1227 552304_010    758  63.16667    6.316667   No  182200.000         182200
1228 551808_020    792  66.00000    6.600000   No   19200.000          19200
1229 552395_010   1037  86.41667    8.641667   No    9672.000           9672
1230 556621_010    800  66.66667    6.666667  Yes   19040.000          19040
1231 555962_010    865  72.08333    7.208333  Yes   29700.000          29700
1232 552660_010    924  77.00000    7.700000  Yes   37000.000          37000
1233 555041_020    912  76.00000    7.600000  Yes   49100.000          49100
1234 555042_010    682  56.83333    5.683333   No  130252.000         130252
1235 553832_010    873  72.75000    7.275000  Yes   14377.649          14378
1236 555663_020    628  52.33333    5.233333   No   90000.000          90000
1237 559001_010    834  69.50000    6.950000   No    6720.000           6720
1238 551222_010    643  53.58333    5.358333   No  135000.000         135000
1239 557141_010    638  53.16667    5.316667  Yes   96267.615          96268
1240 552753_010    642  53.50000    5.350000   No  113000.000         113000
1241 551744_010    665  55.41667    5.541667   No  194000.000         194000
1242 559567_020    717  59.75000    5.975000  Yes   37079.926          37080
1243 552618_020    862  71.83333    7.183333   No   25600.000          25600
1244 559617_020    649  54.08333    5.408333   No  194080.000         194080
1245 559494_020    457  38.08333    3.808333   No       0.000              0
1246 552789_010    758  63.16667    6.316667   No   90000.000          90000
1247 552156_010    783  65.25000    6.525000   No   27300.000          27300
1248 558133_010    677  56.41667    5.641667  Yes  135000.000         135000
1249 558404_020    766  63.83333    6.383333   No  105000.000         105000
1250 559235_010    629  52.41667    5.241667   No   98030.000          98030
1251 553503_020    609  50.75000    5.075000  Yes   80500.000          80500
1252 552154_020    597  49.75000    4.975000   No   11208.000          11208
1253 554687_010    643  53.58333    5.358333   No  142650.000         142650
1254 558155_010    705  58.75000    5.875000  Yes   16600.000          16600
1255 551064_010    675  56.25000    5.625000   No   56800.000          56800
1256 556125_010    964  80.33333    8.033333  Yes   13843.000          13843
1257 554899_020    484  40.33333    4.033333  Yes   33460.000          33460
1258 557344_010    698  58.16667    5.816667  Yes   13600.000          13600
1259 558366_020    639  53.25000    5.325000   No  150000.000         150000
1260 550941_010    910  75.83333    7.583333   No   16848.000          16848
1261 556475_010    859  71.58333    7.158333   No   66040.000          66040
1262 556675_020    576  48.00000    4.800000   No  115336.201         115336
1263 556352_010    703  58.58333    5.858333   No   61324.356          61324
1264 557619_010    666  55.50000    5.550000   No  187008.000         187008
1265 558765_010    749  62.41667    6.241667  Yes   16848.000          16848
1266 553067_010    645  53.75000    5.375000   No  182200.000         182200
1267 553610_010    649  54.08333    5.408333   No  110144.000         110144
1268 550267_020    688  57.33333    5.733333   No  132848.000         132848
1269 557690_010    720  60.00000    6.000000  Yes   24752.000          24752
1270 557630_020    589  49.08333    4.908333   No   55000.000          55000
1271 558950_010    661  55.08333    5.508333  Yes   71000.000          71000
1272 556495_020    608  50.66667    5.066667   No   55000.000          55000
1273 559969_010    899  74.91667    7.491667  Yes   30174.637          30175
1274 554674_020    753  62.75000    6.275000   No   78256.000          78256
1275 554344_020    840  70.00000    7.000000  Yes   58000.000          58000
1276 553646_010    619  51.58333    5.158333   No  223000.000         223000
1277 555648_010    658  54.83333    5.483333   No   40000.000          40000
1278 552423_020    666  55.50000    5.550000   No       0.000              0
1279 553780_010    691  57.58333    5.758333   No  385000.000         385000
1280 553817_010    681  56.75000    5.675000  Yes   43000.000          43000
1281 559494_020    481  40.08333    4.008333   No       0.000              0
1282 557882_010    634  52.83333    5.283333   No   10000.000          10000
1283 557568_010    621  51.75000    5.175000   No   68320.000          68320
1284 559080_010    679  56.58333    5.658333  Yes   20400.000          20400
1285 553846_010    605  50.41667    5.041667   No   14400.000          14400
1286 553778_010    754  62.83333    6.283333   No  126000.000         126000
1287 556288_020    904  75.33333    7.533333   No  308000.000         308000
1288 551878_010    712  59.33333    5.933333  Yes   44505.000          44505
1289 557633_010    799  66.58333    6.658333  Yes    1000.000           1000
1290 551073_010    649  54.08333    5.408333   No    3360.000           3360
1291 556993_010    628  52.33333    5.233333   No  186025.000         186025
1292 559234_020    673  56.08333    5.608333   No  137000.000         137000
1293 556038_010    769  64.08333    6.408333   No   70900.000          70900
1294 552964_020    650  54.16667    5.416667   No  107000.000         107000
1295 553908_020    569  47.41667    4.741667   No     300.000            300
1296 555929_010    670  55.83333    5.583333   No   42300.000          42300
1297 557681_010    782  65.16667    6.516667  Yes   16748.872          16749
1298 550685_010    655  54.58333    5.458333  Yes   34236.000          34236
1299 552874_020    801  66.75000    6.675000   No   42200.000          42200
1300 552454_010    772  64.33333    6.433333   No   96004.000          96004
1301 551248_010    702  58.50000    5.850000   No  110000.000         110000
1302 554409_020    591  49.25000    4.925000   No    3600.000           3600
1303 551845_010    823  68.58333    6.858333  Yes   39928.000          39928
1304 558266_010    680  56.66667    5.666667   No   45060.000          45060
1305 556549_010    869  72.41667    7.241667  Yes   13416.000          13416
1306 558703_010    636  53.00000    5.300000  Yes   18000.000          18000
1307 558143_020    601  50.08333    5.008333   No  534004.000         534004
1308 559762_010    656  54.66667    5.466667   No   73640.000          73640
1309 555754_010    589  49.08333    4.908333   No  195000.000         195000
1310 550851_020    569  47.41667    4.741667   No       0.000              0
1311 550418_010    638  53.16667    5.316667   No    3000.000           3000
1312 553743_020    804  67.00000    6.700000   No   10000.000          10000
1313 550930_010    675  56.25000    5.625000  Yes   93680.000          93680
1314 555156_020    643  53.58333    5.358333  Yes  106000.000         106000
1315 555053_020    937  78.08333    7.808333  Yes   25320.000          25320
1316 554899_020    476  39.66667    3.966667  Yes   33460.000          33460
1317 555891_010    676  56.33333    5.633333  Yes   17964.000          17964
1318 552734_010    644  53.66667    5.366667   No   17424.000          17424
1319 559785_020    679  56.58333    5.658333   No   75563.157          75563
1320 550428_010    713  59.41667    5.941667   No   55000.000          55000
1321 554427_010    637  53.08333    5.308333   No  200100.000         200100
1322 554069_020    722  60.16667    6.016667   No   13200.000          13200
1323 555215_010    619  51.58333    5.158333   No       0.000              0
1324 559878_010   1014  84.50000    8.450000  Yes   36682.528          36683
1325 557997_010    655  54.58333    5.458333  Yes  819600.000         819600
1326 558366_020    639  53.25000    5.325000   No  150000.000         150000
1327 552816_020    812  67.66667    6.766667   No       0.000              0
1328 550605_010    789  65.75000    6.575000  Yes   17661.151          17661
1329 557882_010    633  52.75000    5.275000   No   10080.000          10080
1330 550143_010    910  75.83333    7.583333   No   45503.939          45504
1331 551712_010    872  72.66667    7.266667   No   60340.000          60340
1332 555792_010    687  57.25000    5.725000   No  299440.000         299440
1333 555777_010    653  54.41667    5.441667   No   21001.000          21001
1334 556666_020    568  47.33333    4.733333   No  189000.000         189000
1335 554847_010    627  52.25000    5.225000   No    3600.000           3600
1336 557883_010    639  53.25000    5.325000   No   93003.000          93003
1337 553273_010    659  54.91667    5.491667  Yes   56000.000          56000
1338 559044_020    722  60.16667    6.016667   No  173000.000         173000
1339 559315_010    636  53.00000    5.300000  Yes   31000.000          31000
1340 556531_010    706  58.83333    5.883333  Yes   40950.000          40950
1341 552822_020    630  52.50000    5.250000   No  318283.858         318284
1342 555103_010    648  54.00000    5.400000  Yes   29100.000          29100
1343 553627_010    627  52.25000    5.225000   No  155000.000         155000
1344 558174_010    961  80.08333    8.008333   No  142650.000         142650
1345 552065_010    845  70.41667    7.041667   No   18278.000          18278
1346 559567_020    717  59.75000    5.975000  Yes   37181.174          37181
1347 558290_020    629  52.41667    5.241667   No  353005.511         353006
1348 555439_010    620  51.66667    5.166667   No  160644.000         160644
1349 556921_010    877  73.08333    7.308333   No   28264.000          28264
1350 559928_010    638  53.16667    5.316667   No    3820.000           3820
1351 555037_010    615  51.25000    5.125000   No   72000.000          72000
1352 554550_010    610  50.83333    5.083333   No   53400.000          53400
1353 555349_010    687  57.25000    5.725000   No  116500.000         116500
1354 551878_010    769  64.08333    6.408333  Yes   44485.048          44485
1355 556573_010    865  72.08333    7.208333  Yes  124589.000         124589
1356 555354_010    935  77.91667    7.791667   No   29436.000          29436
1357 556990_010    630  52.50000    5.250000   No   70000.000          70000
1358 550736_010    988  82.33333    8.233333   No   47520.000          47520
1359 557349_020    595  49.58333    4.958333   No  110000.000         110000
1360 553273_010    659  54.91667    5.491667  Yes   55400.000          55400
1361 557624_020    672  56.00000    5.600000   No   21800.000          21800
1362 555115_010    868  72.33333    7.233333   No   45784.000          45784
1363 555441_020    725  60.41667    6.041667   No   52774.571          52775
1364 557824_010    797  66.41667    6.641667   No  125000.000         125000
1365 557140_010    623  51.91667    5.191667   No   56000.000          56000
1366 558737_010    849  70.75000    7.075000   No   47000.000          47000
1367 557751_010    700  58.33333    5.833333   No   93200.000          93200
1368 559877_020    556  46.33333    4.633333   No    5812.000           5812
1369 559603_020    787  65.58333    6.558333   No  105000.000         105000
1370 551156_020    535  44.58333    4.458333   No  194127.867         194128
1371 559600_010    654  54.50000    5.450000   No   70000.000          70000
1372 550155_010    643  53.58333    5.358333   No  340000.000         340000
1373 559080_020    588  49.00000    4.900000  Yes   20568.000          20568
1374 554026_010    694  57.83333    5.783333  Yes   12360.000          12360
1375 554413_010    781  65.08333    6.508333   No   14880.000          14880
1376 554789_010    759  63.25000    6.325000   No  148320.000         148320
1377 550093_020    762  63.50000    6.350000   No  267060.000         267060
1378 551923_010    641  53.41667    5.341667   No  109000.000         109000
1379 556433_010    670  55.83333    5.583333   No       0.000              0
1380 550418_010    638  53.16667    5.316667   No    3000.000           3000
1381 555286_010   1050  87.50000    8.750000   No   16757.841          16758
1382 550683_010    636  53.00000    5.300000  Yes  301201.732         301202
1383 555463_020   1016  84.66667    8.466667  Yes   12728.443          12728
1384 551069_010    900  75.00000    7.500000  Yes   24132.000          24132
1385 555586_010    657  54.75000    5.475000   No   29200.000          29200
1386 557664_010    964  80.33333    8.033333  Yes   54000.000          54000
1387 554213_010    646  53.83333    5.383333   No  149048.000         149048
1388 552681_020    613  51.08333    5.108333   No   51384.000          51384
1389 559586_010    664  55.33333    5.533333   No  130000.000         130000
1390 553837_020    863  71.91667    7.191667  Yes   77010.000          77010
1391 556806_010    848  70.66667    7.066667   No   24400.000          24400
1392 555332_010    660  55.00000    5.500000   No  107054.866         107055
1393 558157_010    622  51.83333    5.183333  Yes   89300.000          89300
1394 551179_020    689  57.41667    5.741667   No  250080.000         250080
1395 556606_010    668  55.66667    5.566667   No   40012.000          40012
1396 557630_010    629  52.41667    5.241667  Yes   55000.000          55000
1397 557213_010    785  65.41667    6.541667   No    7320.000           7320
1398 559103_010    626  52.16667    5.216667   No  353005.511         353006
1399 551512_010    780  65.00000    6.500000   No   19320.000          19320
1400 558049_010    818  68.16667    6.816667   No   63915.000          63915
1401 556424_020    543  45.25000    4.525000  Yes   49240.000          49240
1402 556179_010    652  54.33333    5.433333   No  108040.000         108040
1403 557518_010    698  58.16667    5.816667   No  124589.000         124589
1404 551735_020    617  51.41667    5.141667   No  276881.000         276881
1405 550514_020    618  51.50000    5.150000   No   53616.000          53616
1406 555460_010    640  53.33333    5.333333   No   22500.000          22500
1407 553446_010    605  50.41667    5.041667   No   17661.151          17661
1408 558602_010    733  61.08333    6.108333   No   53384.000          53384
1409 557557_010    647  53.91667    5.391667   No   35944.967          35945
1410 552306_020    607  50.58333    5.058333  Yes  187800.000         187800
1411 550790_020    568  47.33333    4.733333   No  445000.000         445000
1412 559963_010    658  54.83333    5.483333  Yes  124353.000         124353
1413 558390_010    658  54.83333    5.483333   No  128000.000         128000
1414 553765_010    650  54.16667    5.416667   No   67000.000          67000
1415 556135_010    645  53.75000    5.375000  Yes   40000.000          40000
1416 558935_010    794  66.16667    6.616667   No    8400.000           8400
1417 557751_010    700  58.33333    5.833333   No   93424.188          93424
1418 555405_010    637  53.08333    5.308333   No   70000.000          70000
1419 554318_010    955  79.58333    7.958333   No   57872.869          57873
1420 550943_010    753  62.75000    6.275000  Yes    3360.000           3360
1421 559785_010    677  56.41667    5.641667  Yes   75563.157          75563
1422 559283_020    621  51.75000    5.175000   No   52668.000          52668
1423 554717_010    663  55.25000    5.525000   No    2304.000           2304
1424 550962_020    625  52.08333    5.208333  Yes   46793.034          46793
1425 555441_020    650  54.16667    5.416667   No   52306.909          52307
1426 558679_020    625  52.08333    5.208333   No  217200.000         217200
1427 553951_020    629  52.41667    5.241667   No   76033.000          76033
1428 559445_010    671  55.91667    5.591667   No   13149.386          13149
1429 553443_010    814  67.83333    6.783333  Yes   50000.000          50000
1430 556536_010    647  53.91667    5.391667  Yes   14508.000          14508
1431 552548_010    780  65.00000    6.500000   No   84012.000          84012
1432 559484_020    641  53.41667    5.341667   No  127000.000         127000
1433 551744_010    660  55.00000    5.500000   No  194080.000         194080
1434 558664_010    693  57.75000    5.775000  Yes   67400.000          67400
1435 557802_010    807  67.25000    6.725000   No   41208.000          41208
1436 554302_010    887  73.91667    7.391667  Yes   30174.637          30175
1437 556758_010    644  53.66667    5.366667   No   40000.000          40000
1438 559470_020    836  69.66667    6.966667  Yes   17328.000          17328
1439 553432_010    860  71.66667    7.166667   No   38475.624          38476
1440 555427_010    851  70.91667    7.091667  Yes   25405.000          25405
1441 559722_010    635  52.91667    5.291667   No  312198.000         312198
1442 551098_010    650  54.16667    5.416667   No  285240.000         285240
1443 553738_010    924  77.00000    7.700000   No   22800.000          22800
1444 557785_010    628  52.33333    5.233333   No  181200.000         181200
1445 555375_010    715  59.58333    5.958333   No   40000.000          40000
1446 550038_010    640  53.33333    5.333333  Yes   72000.000          72000
1447 556018_020    638  53.16667    5.316667   No   55000.000          55000
1448 559793_010    654  54.50000    5.450000   No   98030.000          98030
1449 551169_010    681  56.75000    5.675000   No   24000.000          24000
1450 559350_010    653  54.41667    5.441667   No   77010.000          77010
1451 551781_010    670  55.83333    5.583333   No   16816.000          16816
1452 557036_010    615  51.25000    5.125000  Yes   56764.000          56764
1453 557269_010    706  58.83333    5.883333   No   75700.000          75700
1454 557699_010    619  51.58333    5.158333   No   10920.000          10920
1455 558450_020    637  53.08333    5.308333   No  160080.000         160080
1456 554845_020    810  67.50000    6.750000   No   95824.000          95824
1457 557538_020    739  61.58333    6.158333   No    4320.000           4320
1458 558142_010    990  82.50000    8.250000  Yes   13200.000          13200
1459 551748_010    661  55.08333    5.508333   No   99472.590          99473
1460 559420_010    556  46.33333    4.633333   No  109000.000         109000
1461 555339_010    649  54.08333    5.408333   No       0.000              0
1462 554680_010    786  65.50000    6.550000   No    2880.000           2880
1463 551025_020    706  58.83333    5.883333   No   61200.000          61200
1464 553508_010    663  55.25000    5.525000   No    1681.298           1681
1465 558039_010    760  63.33333    6.333333  Yes    3000.000           3000
1466 555601_010    700  58.33333    5.833333  Yes   58286.511          58287
1467 550745_010    620  51.66667    5.166667   No  126600.000         126600
1468 555331_020    560  46.66667    4.666667   No  145400.000         145400
1469 550155_020    601  50.08333    5.008333   No  340000.000         340000
1470 559616_010    638  53.16667    5.316667   No   56800.000          56800
1471 559814_010    669  55.75000    5.575000   No  223349.581         223350
1472 557322_020    800  66.66667    6.666667   No  119220.000         119220
1473 555176_010    789  65.75000    6.575000   No   78500.000          78500
1474 558191_020    567  47.25000    4.725000   No  243000.000         243000
1475 557139_010    850  70.83333    7.083333  Yes   10344.000          10344
1476 553623_020    772  64.33333    6.433333   No   85488.000          85488
1477 553670_010    627  52.25000    5.225000   No 1800012.000        1800012
1478 557269_010    707  58.91667    5.891667   No   75563.157          75563
1479 551529_010    992  82.66667    8.266667   No   20280.000          20280
1480 559283_010    643  53.58333    5.358333   No   52700.000          52700
1481 554540_010    681  56.75000    5.675000   No   89008.000          89008
1482 550428_010    685  57.08333    5.708333   No   55308.000          55308
1483 557097_010    635  52.91667    5.291667   No   16460.606          16461
1484 552748_020    774  64.50000    6.450000   No   30436.000          30436
1485 558693_010    630  52.50000    5.250000  Yes   72000.000          72000
1486 553118_020    607  50.58333    5.058333   No   28932.000          28932
1487 558039_010    760  63.33333    6.333333  Yes    2880.000           2880
1488 556993_020    564  47.00000    4.700000   No  185000.000         185000
1489 556325_010    658  54.83333    5.483333   No   83000.000          83000
1490 559818_010    652  54.33333    5.433333   No   23520.000          23520
1491 552482_020    745  62.08333    6.208333   No   51200.000          51200
1492 551104_010    670  55.83333    5.583333   No   19852.000          19852
1493 554471_010    612  51.00000    5.100000   No  123759.964         123760
1494 552429_010    787  65.58333    6.558333   No   55000.000          55000
1495 555115_010    878  73.16667    7.316667   No   45500.000          45500
1496 554486_020    873  72.75000    7.275000   No   50551.154          50551
1497 554312_010    679  56.58333    5.658333   No   51000.000          51000
1498 558797_010    626  52.16667    5.216667   No  211696.111         211696
1499 550889_010    633  52.75000    5.275000  Yes    3000.000           3000
1500 558532_010    613  51.08333    5.108333   No   60400.000          60400
1501 553778_020    797  66.41667    6.641667  Yes  127000.000         127000
1502 559391_010   1086  90.50000    9.050000   No    4688.000           4688
1503 555844_010    644  53.66667    5.366667   No   64000.000          64000
1504 553790_020    667  55.58333    5.558333   No  160644.000         160644
1505 550962_010    642  53.50000    5.350000   No   47000.000          47000
1506 550817_010    912  76.00000    7.600000  Yes   23184.000          23184
1507 557885_020    744  62.00000    6.200000  Yes  103000.000         103000
1508 552822_010    630  52.50000    5.250000   No  318283.858         318284
1509 553512_010    661  55.08333    5.508333   No  114000.000         114000
1510 559471_010    711  59.25000    5.925000   No       0.000              0
1511 552490_010    862  71.83333    7.183333   No    5040.000           5040
1512 557814_010    635  52.91667    5.291667   No  325480.000         325480
1513 555702_010    720  60.00000    6.000000   No   93000.000          93000
1514 550362_010    671  55.91667    5.591667  Yes    2520.000           2520
1515 551335_020    601  50.08333    5.008333  Yes  269682.462         269682
1516 556964_010    679  56.58333    5.658333  Yes   36600.000          36600
1517 556149_010    714  59.50000    5.950000   No   16596.000          16596
1518 558594_010    668  55.66667    5.566667   No    9480.000           9480
1519 554252_020    586  48.83333    4.883333   No  101400.000         101400
1520 559445_010    671  55.91667    5.591667   No   13128.000          13128
1521 557226_010    930  77.50000    7.750000   No   17520.000          17520
1522 552648_020    799  66.58333    6.658333  Yes   15948.000          15948
1523 550421_010    901  75.08333    7.508333   No   15948.000          15948
1524 551686_020    638  53.16667    5.316667   No   72000.000          72000
1525 553114_020    625  52.08333    5.208333   No  157200.000         157200
1526 552911_010    623  51.91667    5.191667   No   55000.000          55000
1527 554591_020    579  48.25000    4.825000   No  126800.000         126800
1528 551863_020    745  62.08333    6.208333   No   85488.000          85488
1529 551412_020    674  56.16667    5.616667   No   72872.000          72872
1530 554717_010    663  55.25000    5.525000   No    2500.000           2500
1531 553393_010    630  52.50000    5.250000   No    6648.000           6648
1532 553911_010    964  80.33333    8.033333   No   10080.000          10080
1533 559963_010    657  54.75000    5.475000  Yes  124353.000         124353
1534 551155_010    543  45.25000    4.525000   No   68095.000          68095
1535 550536_010    927  77.25000    7.725000   No  115000.000         115000
1536 551346_010    687  57.25000    5.725000   No       0.000              0
1537 557411_020    618  51.50000    5.150000  Yes   33020.000          33020
1538 557484_020    626  52.16667    5.216667   No  228032.000         228032
1539 557617_010    780  65.00000    6.500000  Yes   73510.000          73510
1540 550320_010    628  52.33333    5.233333   No   11208.000          11208
1541 556686_020    839  69.91667    6.991667  Yes   69120.000          69120
1542 550880_010    662  55.16667    5.516667  Yes   49800.000          49800
1543 550609_010    665  55.41667    5.541667   No  114656.000         114656
1544 550272_010    665  55.41667    5.541667   No   47521.893          47522
1545 551843_010    683  56.91667    5.691667   No  153000.000         153000
1546 559471_010    709  59.08333    5.908333   No       0.000              0
1547 552028_020    625  52.08333    5.208333   No  303916.197         303916
1548 553925_010    989  82.41667    8.241667   No    8400.000           8400
1549 550581_020    797  66.41667    6.641667   No   22564.000          22564
1550 554408_010    656  54.66667    5.466667   No  180640.000         180640
1551 553014_020    868  72.33333    7.233333   No  237050.000         237050
1552 559157_020    853  71.08333    7.108333   No   10348.000          10348
1553 557595_010    836  69.66667    6.966667  Yes   30300.000          30300
1554 554432_020    868  72.33333    7.233333   No  109120.000         109120
1555 557551_010    647  53.91667    5.391667   No  110300.000         110300
1556 553710_010    626  52.16667    5.216667   No   21936.000          21936
1557 555785_020    503  41.91667    4.191667   No   30600.000          30600
1558 557615_010    629  52.41667    5.241667   No  102020.000         102020
1559 558286_010    691  57.58333    5.758333   No    9480.000           9480
1560 555560_010    699  58.25000    5.825000   No   85180.000          85180
1561 551735_020    621  51.75000    5.175000   No  276570.000         276570
1562 550419_010   1058  88.16667    8.816667   No   25260.000          25260
1563 552892_020    725  60.41667    6.041667   No   92000.000          92000
1564 550817_010    913  76.08333    7.608333  Yes   23120.000          23120
1565 557396_010    825  68.75000    6.875000   No   17324.000          17324
1566 554365_010    778  64.83333    6.483333  Yes     300.000            300
1567 558552_010    783  65.25000    6.525000   No   70520.000          70520
1568 555489_020    706  58.83333    5.883333   No  129000.000         129000
1569 559806_020    649  54.08333    5.408333  Yes   55000.000          55000
1570 552292_010    692  57.66667    5.766667  Yes   10920.000          10920
1571 552819_010    669  55.75000    5.575000   No  277200.000         277200
1572 559467_020    669  55.75000    5.575000   No  357000.000         357000
1573 555341_010    673  56.08333    5.608333  Yes   23748.000          23748
1574 553884_010    610  50.83333    5.083333   No   37700.000          37700
1575 554604_010    623  51.91667    5.191667   No   21770.862          21771
1576 555137_010    746  62.16667    6.216667   No   14160.000          14160
1577 556471_010    791  65.91667    6.591667   No   43000.000          43000
1578 554604_020    621  51.75000    5.175000   No   21600.000          21600
1579 558103_010    619  51.58333    5.158333   No     804.000            804
1580 550445_010   1008  84.00000    8.400000   No  155580.000         155580
1581 558366_010    675  56.25000    5.625000   No  150000.000         150000
1582 554885_010    791  65.91667    6.591667  Yes   33460.000          33460
1583 554506_010    914  76.16667    7.616667   No   18048.000          18048
1584 555962_010    864  72.00000    7.200000  Yes   29600.000          29600
1585 556079_010    662  55.16667    5.516667  Yes   44485.048          44485
1586 550201_020    486  40.50000    4.050000   No  280020.000         280020
1587 550233_010    778  64.83333    6.483333  Yes   25320.000          25320
1588 550554_010    624  52.00000    5.200000   No   72872.000          72872
1589 557642_010    678  56.50000    5.650000   No   67000.000          67000
1590 550218_020    689  57.41667    5.741667   No  168400.000         168400
1591 554344_020    844  70.33333    7.033333  Yes   58286.511          58287
1592 555765_010    655  54.58333    5.458333   No  100315.000         100315
1593 559990_010    656  54.66667    5.466667   No   50000.000          50000
1594 559094_010    642  53.50000    5.350000   No   26268.000          26268
1595 554903_010    746  62.16667    6.216667   No   45152.000          45152
1596 558316_010    841  70.08333    7.008333  Yes   25600.000          25600
1597 556833_010    651  54.25000    5.425000   No   73000.000          73000
1598 557882_010    633  52.75000    5.275000   No   10000.000          10000
1599 555911_010    617  51.41667    5.141667   No   18030.697          18031
1600 556513_010    725  60.41667    6.041667   No   30332.902          30333
1601 552693_010    659  54.91667    5.491667  Yes   29576.000          29576
1602 557322_020    839  69.91667    6.991667   No  119000.000         119000
1603 559190_020    649  54.08333    5.408333   No  145200.000         145200
1604 558543_020    776  64.66667    6.466667  Yes  276400.000         276400
1605 552646_010    626  52.16667    5.216667   No  130000.000         130000
1606 550181_010    666  55.50000    5.550000   No   55308.000          55308
1607 553321_010    746  62.16667    6.216667   No   29700.000          29700
1608 559698_010    616  51.33333    5.133333   No  402720.000         402720
1609 552395_010   1022  85.16667    8.516667   No    9600.000           9600
1610 556345_010    755  62.91667    6.291667  Yes   21708.000          21708
1611 550201_010    633  52.75000    5.275000   No  285240.000         285240
1612 555844_010    644  53.66667    5.366667   No   64376.000          64376
1613 557349_020    597  49.75000    4.975000   No  110000.000         110000
1614 555215_020    619  51.58333    5.158333   No       0.000              0
1615 559506_010    665  55.41667    5.541667  Yes   96004.000          96004
1616 558441_010    640  53.33333    5.333333   No  299440.000         299440
1617 554163_010    678  56.50000    5.650000   No  325480.000         325480
1618 553114_020    611  50.91667    5.091667   No  155000.000         155000
1619 551143_020    607  50.58333    5.058333   No   27600.000          27600
1620 551048_010    648  54.00000    5.400000   No   74020.000          74020
1621 555952_010    612  51.00000    5.100000  Yes  102929.000         102929
1622 558144_010    657  54.75000    5.475000   No   18840.000          18840
1623 559270_010    625  52.08333    5.208333   No       0.000              0
1624 553699_010    758  63.16667    6.316667   No   10920.000          10920
1625 557710_010   1048  87.33333    8.733333   No   34800.000          34800
1626 551098_010    650  54.16667    5.416667   No  281000.000         281000
1627 552852_010    729  60.75000    6.075000   No  102200.000         102200
1628 558837_010    808  67.33333    6.733333   No     250.000            250
1629 559839_010    638  53.16667    5.316667   No  378052.138         378052
1630 552648_010    769  64.08333    6.408333  Yes   15948.000          15948
1631 555209_010    633  52.75000    5.275000   No  360000.000         360000
1632 553761_010    653  54.41667    5.441667   No   19040.000          19040
1633 555797_010    622  51.83333    5.183333   No    1980.000           1980
1634 558155_010    707  58.91667    5.891667   No   16320.000          16320
1635 558646_010    772  64.33333    6.433333   No   19852.000          19852
1636 555215_010    619  51.58333    5.158333   No       0.000              0
1637 555073_010    706  58.83333    5.883333  Yes  212942.661         212943
1638 552363_020    591  49.25000    4.925000   No   76000.000          76000
1639 555065_010    659  54.91667    5.491667   No  194127.867         194128
1640 553280_010    648  54.00000    5.400000   No   50000.000          50000
1641 553327_010    622  51.83333    5.183333  Yes   12660.000          12660
1642 557460_010    918  76.50000    7.650000   No   40410.370          40410
1643 556441_010    711  59.25000    5.925000   No   20000.000          20000
1644 555780_010    819  68.25000    6.825000   No   89008.000          89008
1645 555166_010    648  54.00000    5.400000   No    5484.000           5484
1646 554398_010    643  53.58333    5.358333   No   21120.000          21120
1647 557792_010    621  51.75000    5.175000   No  244738.170         244738
1648 557152_020    631  52.58333    5.258333   No   83000.000          83000
1649 551944_020    631  52.58333    5.258333   No  135000.000         135000
1650 555553_010    684  57.00000    5.700000   No   62862.000          62862
1651 556159_010    632  52.66667    5.266667   No  165236.000         165236
1652 554481_010    767  63.91667    6.391667   No   55308.000          55308
1653 558953_010    657  54.75000    5.475000   No       0.000              0
1654 551279_010    651  54.25000    5.425000   No     480.000            480
1655 554438_010    747  62.25000    6.225000  Yes   12168.000          12168
1656 552059_010    737  61.41667    6.141667  Yes   28104.000          28104
1657 559586_010    664  55.33333    5.533333   No  130244.000         130244
1658 557544_010    676  56.33333    5.633333   No   87000.000          87000
1659 557882_010    634  52.83333    5.283333   No   10080.000          10080
1660 551957_010    623  51.91667    5.191667   No  114820.000         114820
1661 555603_020    531  44.25000    4.425000   No  535269.708         535270
1662 556668_020    942  78.50000    7.850000  Yes   23808.000          23808
1663 559023_010    637  53.08333    5.308333  Yes   28680.000          28680
1664 553280_020    476  39.66667    3.966667   No   50000.000          50000
1665 558123_010    969  80.75000    8.075000   No    3492.000           3492
1666 555073_020    676  56.33333    5.633333   No  212117.637         212118
1667 550698_020    805  67.08333    6.708333  Yes   46000.000          46000
1668 558694_020    642  53.50000    5.350000   No  347933.333         347933
1669 553413_020    771  64.25000    6.425000  Yes   87000.000          87000
1670 558410_010    616  51.33333    5.133333   No  194080.000         194080
1671 550015_020    597  49.75000    4.975000   No   90000.000          90000
1672 559932_010    903  75.25000    7.525000  Yes   27948.000          27948
1673 551975_020    621  51.75000    5.175000   No  104400.000         104400
1674 551080_010    839  69.91667    6.991667   No   50000.000          50000
1675 551803_010    641  53.41667    5.341667   No  175601.000         175601
1676 553849_010    925  77.08333    7.708333  Yes   16212.000          16212
1677 556057_010    793  66.08333    6.608333   No   38220.000          38220
1678 552306_020    609  50.75000    5.075000  Yes  189003.000         189003
1679 552613_010    619  51.58333    5.158333   No   76000.000          76000
1680 555071_020    579  48.25000    4.825000   No  124589.000         124589
1681 556799_020    605  50.41667    5.041667  Yes  210000.000         210000
1682 550223_010    668  55.66667    5.566667   No    9840.000           9840
1683 558693_020    649  54.08333    5.408333  Yes   72180.000          72180
1684 555506_010    605  50.41667    5.041667   No   25249.061          25249
1685 553881_010    713  59.41667    5.941667   No   58469.605          58470
1686 553920_010    637  53.08333    5.308333   No  228032.000         228032
1687 559734_010    663  55.25000    5.525000   No  109000.000         109000
1688 551123_010    888  74.00000    7.400000   No   24112.000          24112
1689 558344_010    649  54.08333    5.408333  Yes   75510.095          75510
1690 550524_010    839  69.91667    6.991667   No   51539.746          51540
1691 552692_010    625  52.08333    5.208333   No  510720.000         510720
1692 557061_010    644  53.66667    5.366667   No   20908.000          20908
1693 558849_010    650  54.16667    5.416667   No  115000.000         115000
1694 551126_010    635  52.91667    5.291667  Yes    4375.497           4375
1695 559321_010    640  53.33333    5.333333   No   40048.000          40048
1696 558419_010    806  67.16667    6.716667  Yes   53428.000          53428
1697 552963_010    638  53.16667    5.316667   No   15048.000          15048
1698 556276_020    625  52.08333    5.208333   No   93000.000          93000
1699 558445_010    687  57.25000    5.725000   No       0.000              0
1700 550156_020    612  51.00000    5.100000  Yes  289000.000         289000
1701 556760_010    607  50.58333    5.058333   No  770537.149         770537
1702 559479_010    637  53.08333    5.308333   No   60000.000          60000
1703 558120_010    811  67.58333    6.758333   No   15048.000          15048
1704 552837_010    617  51.41667    5.141667   No   74300.000          74300
1705 552028_020    625  52.08333    5.208333   No  310440.000         310440
1706 554880_010    717  59.75000    5.975000   No    2136.000           2136
1707 559513_020    788  65.66667    6.566667  Yes   90000.000          90000
1708 554427_020    595  49.58333    4.958333   No  202312.000         202312
1709 559867_010    804  67.00000    6.700000   No  299440.000         299440
1710 557624_010    667  55.58333    5.558333   No   21760.000          21760
1711 553060_020    628  52.33333    5.233333   No  117050.000         117050
1712 553014_020    731  60.91667    6.091667  Yes  233054.000         233054
1713 552892_020    725  60.41667    6.041667   No   92000.000          92000
1714 558884_010    714  59.50000    5.950000  Yes  153404.000         153404
1715 557858_010    626  52.16667    5.216667   No   17424.000          17424
1716 550385_010    781  65.08333    6.508333   No   28717.537          28718
1717 551191_010   1007  83.91667    8.391667  Yes   18049.141          18049
1718 554842_010    837  69.75000    6.975000  Yes       0.000              0
1719 556090_010    611  50.91667    5.091667   No   77010.000          77010
1720 552836_020    677  56.41667    5.641667   No  218690.633         218691
1721 559487_010    898  74.83333    7.483333   No   36600.000          36600
1722 550043_010    903  75.25000    7.525000   No   27524.000          27524
1723 556493_010    719  59.91667    5.991667   No   26420.000          26420
1724 554627_010    754  62.83333    6.283333   No   79000.000          79000
1725 554092_010    892  74.33333    7.433333   No   43760.000          43760
1726 556394_010    691  57.58333    5.758333   No   31200.000          31200
1727 558103_010    619  51.58333    5.158333   No     750.000            750
1728 557842_020    613  51.08333    5.108333  Yes   30000.000          30000
1729 556499_010    754  62.83333    6.283333   No   53384.000          53384
1730 556137_010    729  60.75000    6.075000   No   33020.000          33020
1731 553351_010    643  53.58333    5.358333   No   13488.000          13488
1732 555441_010    649  54.08333    5.408333   No   52774.571          52775
1733 554301_020    590  49.16667    4.916667   No  109000.000         109000
1734 552300_020    676  56.33333    5.633333   No  185000.000         185000
1735 551150_010    888  74.00000    7.400000   No       0.000              0
1736 555071_020    586  48.83333    4.883333   No  124589.000         124589
1737 556845_010    655  54.58333    5.458333   No  120000.000         120000
1738 559598_010    686  57.16667    5.716667   No  379754.958         379755
1739 558154_010    673  56.08333    5.608333   No       0.000              0
1740 550985_020    654  54.50000    5.450000   No  130252.000         130252
1741 559831_020    972  81.00000    8.100000  Yes  225012.000         225012
1742 552479_020    490  40.83333    4.083333  Yes  200100.000         200100
1743 552753_010    642  53.50000    5.350000   No  111600.000         111600
1744 558897_010    618  51.50000    5.150000   No   12300.000          12300
1745 550047_010    656  54.66667    5.466667   No  110752.000         110752
1746 553793_010    666  55.50000    5.550000   No   50000.000          50000
1747 556833_010    651  54.25000    5.425000   No   73283.240          73283
1748 551459_020    794  66.16667    6.616667  Yes   80500.000          80500
1749 555603_020    520  43.33333    4.333333   No  534004.000         534004
1750 555788_010    804  67.00000    6.700000   No   87000.000          87000
1751 554862_010    671  55.91667    5.591667   No   11748.000          11748
1752 559227_020    603  50.25000    5.025000   No  103606.365         103606
1753 552529_020    660  55.00000    5.500000   No  134952.000         134952
1754 559121_010    681  56.75000    5.675000  Yes    5000.000           5000
1755 550410_010    608  50.66667    5.066667   No  100000.000         100000
1756 556143_010    706  58.83333    5.883333   No   33036.000          33036
1757 554238_020    908  75.66667    7.566667   No   62000.000          62000
1758 550362_010    671  55.91667    5.591667  Yes    2400.000           2400
1759 559425_020    636  53.00000    5.300000   No   87750.000          87750
1760 554793_010    770  64.16667    6.416667  Yes   38536.101          38536
1761 550233_010    800  66.66667    6.666667  Yes   25260.000          25260
1762 554740_010    706  58.83333    5.883333  Yes       0.000              0
1763 553570_020    476  39.66667    3.966667  Yes   46656.000          46656
1764 553166_020    988  82.33333    8.233333  Yes   15920.000          15920
1765 555244_010    725  60.41667    6.041667  Yes   20648.000          20648
1766 553055_010    756  63.00000    6.300000  Yes   40498.000          40498
1767 550254_010    674  56.16667    5.616667   No    5760.000           5760
1768 557391_010    879  73.25000    7.325000   No   24960.000          24960
1769 556352_010    703  58.58333    5.858333   No   61200.000          61200
1770 555545_020    721  60.08333    6.008333   No    3480.000           3480
1771 550686_010    701  58.41667    5.841667   No   28600.000          28600
1772 555310_010    922  76.83333    7.683333   No    2500.000           2500
1773 555545_010    721  60.08333    6.008333   No    3576.000           3576
1774 556073_010    780  65.00000    6.500000  Yes   10968.000          10968
1775 553890_010    656  54.66667    5.466667   No   55040.000          55040
1776 550254_010    674  56.16667    5.616667   No    5000.000           5000
1777 559315_010    636  53.00000    5.300000  Yes   31200.000          31200
1778 556154_020    656  54.66667    5.466667   No  257212.000         257212
1779 556873_010    840  70.00000    7.000000  Yes  131020.000         131020
1780 552633_010    735  61.25000    6.125000  Yes   20000.000          20000
1781 559893_010    748  62.33333    6.233333  Yes    1000.000           1000
1782 555515_010    635  52.91667    5.291667   No   70512.000          70512
1783 554548_010    738  61.50000    6.150000  Yes   79000.000          79000
1784 550356_010    658  54.83333    5.483333  Yes   24112.000          24112
1785 554724_020    817  68.08333    6.808333   No   50607.954          50608
1786 551203_010    683  56.91667    5.691667   No   67000.000          67000
1787 554448_010    776  64.66667    6.466667  Yes   36600.000          36600
1788 556266_010    685  57.08333    5.708333  Yes   12600.000          12600
1789 553482_010    688  57.33333    5.733333  Yes   21048.000          21048
1790 556445_010    699  58.25000    5.825000  Yes   21600.000          21600
1791 552917_010    676  56.33333    5.633333   No  407606.754         407607
1792 552840_010    635  52.91667    5.291667   No   37181.174          37181
1793 558237_010    660  55.00000    5.500000  Yes   22763.401          22763
1794 551505_010    895  74.58333    7.458333   No    9672.000           9672
1795 552818_010    684  57.00000    5.700000   No 1015012.000        1015012
1796 559023_010    637  53.08333    5.308333  Yes   28637.869          28638
1797 557690_010    721  60.08333    6.008333  Yes   24600.000          24600
1798 558532_010    616  51.33333    5.133333   No   60475.000          60475
1799 553399_010    861  71.75000    7.175000   No  209782.624         209783
1800 555441_010    650  54.16667    5.416667   No   52700.000          52700
1801 558668_010    640  53.33333    5.333333  Yes   78764.000          78764
1802 557909_010    635  52.91667    5.291667   No   51700.000          51700
1803 557795_010    995  82.91667    8.291667   No   15826.395          15826
1804 559964_010    798  66.50000    6.650000   No   15624.000          15624
1805 558951_020    654  54.50000    5.450000   No   91520.000          91520
1806 556179_020    543  45.25000    4.525000  Yes  108112.000         108112
1807 559346_010    876  73.00000    7.300000   No   83600.000          83600
1808 557710_010   1045  87.08333    8.708333   No   34674.064          34674
1809 551746_010    624  52.00000    5.200000   No   52000.000          52000
1810 558413_020    612  51.00000    5.100000   No  186600.000         186600
1811 557126_020    609  50.75000    5.075000   No   99472.590          99473
1812 553443_020    739  61.58333    6.158333  Yes   50212.000          50212
1813 554517_010    684  57.00000    5.700000   No       0.000              0
1814 559301_010    607  50.58333    5.058333   No   42000.000          42000
1815 553086_010    814  67.83333    6.783333  Yes   18231.333          18231
1816 553826_020    712  59.33333    5.933333   No  175000.000         175000
1817 551957_020    621  51.75000    5.175000   No  114656.000         114656
1818 555241_010    635  52.91667    5.291667   No   14400.000          14400
1819 555749_010    661  55.08333    5.508333   No   10252.000          10252
1820 554624_010   1097  91.41667    9.141667  Yes   25800.000          25800
1821 559691_010    610  50.83333    5.083333   No   71000.000          71000
1822 559839_010    638  53.16667    5.316667   No  369257.048         369257
1823 557882_010    627  52.25000    5.225000   No   10000.000          10000
1824 558747_010    658  54.83333    5.483333  Yes   13200.000          13200
1825 556260_020    689  57.41667    5.741667   No  148060.000         148060
1826 557141_010    638  53.16667    5.316667  Yes   96428.000          96428
1827 554203_010    658  54.83333    5.483333   No  191000.000         191000
1828 557219_010    630  52.50000    5.250000   No   82020.000          82020
1829 557198_010    671  55.91667    5.591667   No  133000.000         133000
1830 556240_020    618  51.50000    5.150000   No   15160.000          15160
1831 550554_010    624  52.00000    5.200000   No   72600.000          72600
1832 551057_010    924  77.00000    7.700000   No   15048.000          15048
1833 551450_010    682  56.83333    5.683333   No  340000.000         340000
1834 553294_020    523  43.58333    4.358333  Yes   54652.000          54652
1835 556869_010    886  73.83333    7.383333  Yes   70060.000          70060
1836 559861_020    667  55.58333    5.558333   No  223349.581         223350
1837 556138_010    713  59.41667    5.941667   No    8000.000           8000
1838 552828_010    636  53.00000    5.300000   No  303916.197         303916
1839 550873_010    624  52.00000    5.200000  Yes  123320.000         123320
1840 554238_020    909  75.75000    7.575000   No   62412.000          62412
1841 552482_010    756  63.00000    6.300000   No   51253.000          51253
1842 559963_010    656  54.66667    5.466667  Yes  124589.000         124589
1843 556288_020    891  74.25000    7.425000   No  308584.288         308584
1844 555336_010    791  65.91667    6.591667   No   35000.000          35000
1845 551450_010    682  56.83333    5.683333   No  344000.000         344000
1846 553435_010    911  75.91667    7.591667   No   27450.000          27450
1847 551723_010    778  64.83333    6.483333   No   27140.000          27140
1848 551238_010    646  53.83333    5.383333   No   72872.000          72872
1849 559968_010    650  54.16667    5.416667   No  115000.000         115000
1850 552228_020    654  54.50000    5.450000   No   12000.000          12000
1851 557198_010    671  55.91667    5.591667   No  132036.000         132036
1852 559301_020    527  43.91667    4.391667   No   42000.000          42000
1853 551483_010    797  66.41667    6.641667  Yes   12000.000          12000
1854 559387_010    646  53.83333    5.383333  Yes   33204.000          33204
1855 558602_020    767  63.91667    6.391667  Yes   53384.000          53384
1856 550524_010    838  69.83333    6.983333   No   51700.000          51700
1857 558069_010    810  67.50000    6.750000   No   30000.000          30000
1858 557754_010    778  64.83333    6.483333  Yes   18895.000          18895
1859 558266_010    680  56.66667    5.666667   No   45000.000          45000
1860 556545_010    631  52.58333    5.258333   No    3900.000           3900
1861 558309_010    988  82.33333    8.233333   No   12420.000          12420
1862 554667_010    627  52.25000    5.225000   No  236000.000         236000
1863 558268_010    629  52.41667    5.241667   No   31200.000          31200
1864 558693_010    630  52.50000    5.250000  Yes   72000.000          72000
1865 553248_010    828  69.00000    6.900000   No   65000.000          65000
1866 557721_020    647  53.91667    5.391667   No   60400.000          60400
1867 557131_020    836  69.66667    6.966667  Yes  112500.000         112500
1868 550063_010    631  52.58333    5.258333   No   33800.000          33800
1869 550759_010    830  69.16667    6.916667   No   17650.000          17650
1870 552050_010    684  57.00000    5.700000  Yes   17412.000          17412
1871 555216_020    842  70.16667    7.016667  Yes   44485.048          44485
1872 555785_020    499  41.58333    4.158333   No   30600.000          30600
1873 552812_020    654  54.50000    5.450000  Yes  153404.000         153404
1874 557842_010    632  52.66667    5.266667  Yes   30000.000          30000
1875 559329_020    545  45.41667    4.541667   No  188000.000         188000
1876 552231_020    650  54.16667    5.416667   No  102000.000         102000
1877 554690_020    596  49.66667    4.966667   No  120000.000         120000
1878 556549_010    868  72.33333    7.233333  Yes   13368.000          13368
1879 559649_010    722  60.16667    6.016667   No   53400.000          53400
1880 559793_010    654  54.50000    5.450000   No   98030.000          98030
1881 554129_020   1081  90.08333    9.008333   No   96351.675          96352
1882 550904_020    564  47.00000    4.700000   No  455562.777         455563
1883 553241_020    564  47.00000    4.700000   No  106000.000         106000
1884 552949_010    648  54.00000    5.400000   No  134000.000         134000
1885 552100_010    758  63.16667    6.316667   No  177000.000         177000
1886 558837_020    808  67.33333    6.733333   No       0.000              0
1887 556477_010    638  53.16667    5.316667  Yes   13070.612          13071
1888 558082_010    989  82.41667    8.241667   No   15600.000          15600
1889 554250_010    927  77.25000    7.725000   No  110300.000         110300
1890 551110_010    824  68.66667    6.866667   No   13860.000          13860
1891 557721_020    643  53.58333    5.358333   No   60200.000          60200
1892 557407_010    639  53.25000    5.325000  Yes   43270.000          43270
1893 553424_010    636  53.00000    5.300000  Yes   51682.000          51682
1894 558284_010    972  81.00000    8.100000  Yes   35944.967          35945
1895 557253_010    892  74.33333    7.433333  Yes   30600.000          30600
1896 558991_010    626  52.16667    5.216667   No   40100.000          40100
1897 557126_020    609  50.75000    5.075000   No   99472.590          99473
1898 556509_010    960  80.00000    8.000000  Yes   15500.000          15500
1899 559227_020    605  50.41667    5.041667   No  102680.000         102680
1900 559484_020    634  52.83333    5.283333   No  126000.000         126000
1901 558004_010    637  53.08333    5.308333   No  102000.000         102000
1902 550904_020    566  47.16667    4.716667   No  430400.000         430400
1903 551024_010    951  79.25000    7.925000  Yes   18400.000          18400
1904 550783_010   1016  84.66667    8.466667   No   20880.000          20880
1905 559691_010    607  50.58333    5.058333   No   70800.000          70800
1906 552745_010    635  52.91667    5.291667   No   84012.000          84012
1907 557785_020    627  52.25000    5.225000   No  180112.000         180112
1908 556126_010    616  51.33333    5.133333   No   22217.000          22217
1909 559786_020    633  52.75000    5.275000  Yes   41208.000          41208
1910 558380_010    758  63.16667    6.316667   No    4688.000           4688
1911 554256_020    669  55.75000    5.575000   No   14040.000          14040
1912 559470_010    740  61.66667    6.166667   No   17328.000          17328
1913 557775_010    641  53.41667    5.341667   No   58469.605          58470
1914 554314_010    669  55.75000    5.575000   No   70000.000          70000
1915 559762_010    656  54.66667    5.466667   No   73640.000          73640
1916 553267_010    856  71.33333    7.133333   No       0.000              0
1917 552156_010    783  65.25000    6.525000   No   27140.000          27140
1918 551286_020    811  67.58333    6.758333   No   65600.000          65600
1919 558927_010    652  54.33333    5.433333   No   70000.000          70000
1920 557003_010    676  56.33333    5.633333   No    6260.000           6260
1921 556433_010    670  55.83333    5.583333   No       0.000              0
1922 550347_020    601  50.08333    5.008333   No  205002.000         205002
1923 557385_020    771  64.25000    6.425000   No   31850.000          31850
1924 555911_010    617  51.41667    5.141667   No   17796.000          17796
1925 558541_010    833  69.41667    6.941667   No   27450.000          27450
1926 557484_020    653  54.41667    5.441667   No  229120.000         229120
1927 557461_020    619  51.58333    5.158333  Yes  407606.754         407607
1928 552048_010    955  79.58333    7.958333   No    1000.000           1000
1929 557223_010    841  70.08333    7.008333  Yes   30332.902          30333
1930 557034_010    823  68.58333    6.858333   No    3000.000           3000
1931 550794_020    662  55.16667    5.516667  Yes  122036.000         122036
1932 556433_010    670  55.83333    5.583333   No       0.000              0
1933 552872_020    774  64.50000    6.450000   No  485600.000         485600
1934 556654_010    613  51.08333    5.108333   No   40000.000          40000
1935 551514_010    656  54.66667    5.466667   No   13608.000          13608
1936 551761_010    823  68.58333    6.858333   No   31080.000          31080
1937 553948_020    803  66.91667    6.691667  Yes  117228.000         117228
1938 552690_010    726  60.50000    6.050000  Yes   15252.000          15252
1939 554939_010    708  59.00000    5.900000   No   38220.000          38220
1940 555311_020    566  47.16667    4.716667   No  510720.000         510720
1941 557425_010    656  54.66667    5.466667   No   40632.000          40632
1942 553393_010    630  52.50000    5.250000   No    6800.000           6800
1943 558315_020    687  57.25000    5.725000   No  190420.000         190420
1944 551305_010    649  54.08333    5.408333   No  198000.000         198000
1945 559905_010    611  50.91667    5.091667   No    3959.941           3960
1946 558826_010    883  73.58333    7.358333  Yes   18231.333          18231
1947 550790_020    567  47.25000    4.725000   No  430400.000         430400
1948 552025_010    619  51.58333    5.158333   No  117000.000         117000
1949 554195_010    722  60.16667    6.016667   No   50607.954          50608
1950 554628_010    647  53.91667    5.391667   No   13806.325          13806
1951 559806_010    773  64.41667    6.441667   No   55000.000          55000
1952 551564_010    655  54.58333    5.458333   No   29700.000          29700
1953 554069_020    722  60.16667    6.016667   No   13097.695          13098
1954 551767_010    643  53.58333    5.358333  Yes   37836.000          37836
1955 556484_010    685  57.08333    5.708333  Yes   60000.000          60000
1956 556367_010    666  55.50000    5.550000   No   17952.000          17952
1957 556141_020    891  74.25000    7.425000  Yes   75700.000          75700
1958 553715_010    740  61.66667    6.166667  Yes    2000.000           2000
1959 551261_010    651  54.25000    5.425000   No   28000.000          28000
1960 555872_010    677  56.41667    5.641667   No   70000.000          70000
1961 555473_010    768  64.00000    6.400000   No    3600.000           3600
1962 552548_010    780  65.00000    6.500000   No   83600.000          83600
1963 551057_010    925  77.08333    7.708333   No   14796.000          14796
1964 554427_020    595  49.58333    4.958333   No  199200.000         199200
1965 557386_010   1066  88.83333    8.883333   No   12492.000          12492
1966 559512_010   1200 100.00000   10.000000   No   18108.000          18108
1967 555311_010    617  51.41667    5.141667   No  486747.804         486748
1968 550822_010    658  54.83333    5.483333  Yes   71240.000          71240
1969 554831_010    845  70.41667    7.041667   No   72000.000          72000
1970 558926_010    676  56.33333    5.633333   No  120864.000         120864
1971 559512_010   1093  91.08333    9.108333   No   18300.000          18300
1972 550278_010    816  68.00000    6.800000  Yes   21760.000          21760
1973 556545_010    631  52.58333    5.258333   No    4000.000           4000
1974 553206_010    656  54.66667    5.466667  Yes    3240.000           3240
1975 559704_010    730  60.83333    6.083333   No   24960.000          24960
1976 557721_020    643  53.58333    5.358333   No   60276.000          60276
1977 553393_010    630  52.50000    5.250000   No    7000.000           7000
1978 551514_010    656  54.66667    5.466667   No   13416.000          13416
1979 553826_020    701  58.41667    5.841667   No  175000.000         175000
1980 550295_010    627  52.25000    5.225000  Yes   25308.000          25308
1981 551026_010    939  78.25000    7.825000   No   15600.000          15600
1982 556114_010    633  52.75000    5.275000   No  238400.000         238400
1983 553755_010    926  77.16667    7.716667  Yes   94400.000          94400
1984 557876_010    865  72.08333    7.208333   No   12660.000          12660
1985 552468_010    768  64.00000    6.400000  Yes  124589.000         124589
1986 557721_010    642  53.50000    5.350000   No   60340.000          60340
1987 558131_010    670  55.83333    5.583333   No  168400.000         168400
1988 559157_010    852  71.00000    7.100000   No   10197.776          10198
1989 557093_010    747  62.25000    6.225000  Yes   80280.000          80280
1990 558266_010    680  56.66667    5.666667   No   44600.000          44600
1991 554917_010    794  66.16667    6.616667   No    2760.000           2760
1992 558131_020    676  56.33333    5.633333  Yes  168000.000         168000
1993 555245_010    635  52.91667    5.291667   No    1980.000           1980
1994 554345_020    605  50.41667    5.041667   No  178080.000         178080
1995 558626_020    564  47.00000    4.700000   No   80724.000          80724
1996 557773_010    679  56.58333    5.658333   No   52000.000          52000
1997 557038_010    820  68.33333    6.833333   No  110300.000         110300
1998 551087_010    704  58.66667    5.866667   No    3600.000           3600
1999 555050_010    636  53.00000    5.300000  Yes   38000.000          38000
2000 550845_010    646  53.83333    5.383333   No   53428.000          53428
2001 550418_010    638  53.16667    5.316667   No    2700.000           2700
2002 553327_010    622  51.83333    5.183333  Yes   12728.443          12728
2003 555053_010    972  81.00000    8.100000   No   25249.061          25249
2004 552053_010    685  57.08333    5.708333   No  155000.000         155000
2005 552812_020    655  54.58333    5.458333   No  154000.000         154000
2006 557030_010    990  82.50000    8.250000   No       0.000              0
2007 557673_010    773  64.41667    6.441667   No   47400.000          47400
2008 551225_010    662  55.16667    5.516667  Yes   33484.000          33484
2009 550143_010    912  76.00000    7.600000   No   45421.000          45421
2010 554354_010    729  60.75000    6.075000   No  186600.000         186600
2011 557073_020    784  65.33333    6.533333   No    2149.000           2149
2012 551744_020    680  56.66667    5.666667   No  194000.000         194000
2013 557223_010    887  73.91667    7.391667  Yes   30500.000          30500
2014 558809_010    664  55.33333    5.533333   No   92760.000          92760
2015 554578_020    651  54.25000    5.425000   No  175012.000         175012
2016 554578_010    666  55.50000    5.550000   No  175012.000         175012
2017 551783_010    791  65.91667    6.591667  Yes  165000.000         165000
2018 556411_010    615  51.25000    5.125000   No  281000.000         281000
2019 550317_010    620  51.66667    5.166667   No   70177.547          70178
2020 559586_010    664  55.33333    5.533333   No  129667.915         129668
2021 556668_020    891  74.25000    7.425000  Yes   24000.000          24000
2022 552776_010    638  53.16667    5.316667   No   12782.635          12783
2023 559579_020    612  51.00000    5.100000   No  192120.000         192120
2024 550105_010    860  71.66667    7.166667  Yes   44302.496          44302
2025 552223_010    658  54.83333    5.483333  Yes  779800.000         779800
2026 558974_010    669  55.75000    5.575000   No   94204.000          94204
2027 555805_010    674  56.16667    5.616667   No  248463.477         248463
2028 554312_020    677  56.41667    5.641667  Yes   51384.000          51384
2029 555780_010    821  68.41667    6.841667   No   88800.000          88800
2030 555053_020    925  77.08333    7.708333  Yes   25200.000          25200
2031 550356_010    656  54.66667    5.466667  Yes   24112.000          24112
2032 550164_020    782  65.16667    6.516667   No  484000.000         484000
2033 559660_010    746  62.16667    6.216667   No    8662.000           8662
2034 559477_020    382  31.83333    3.183333   No   31000.000          31000
2035 553121_010    677  56.41667    5.641667   No    6960.000           6960
2036 553815_020    382  31.83333    3.183333   No  171520.000         171520
2037 557924_010    649  54.08333    5.408333  Yes  117000.000         117000
2038 554146_010    752  62.66667    6.266667   No   44485.048          44485
2039 554121_010    704  58.66667    5.866667   No    2000.000           2000
2040 556475_010    860  71.66667    7.166667   No   66040.000          66040
2041 550918_010    729  60.75000    6.075000   No   22256.400          22256
2042 559758_010    810  67.50000    6.750000  Yes   34674.064          34674
2043 550240_020    844  70.33333    7.033333  Yes   47960.000          47960
2044 556698_010    671  55.91667    5.591667   No  160040.000         160040
2045 553262_010    632  52.66667    5.266667   No   18000.000          18000
2046 557680_010    812  67.66667    6.766667   No   46000.000          46000
2047 559425_020    635  52.91667    5.291667   No   87680.000          87680
2048 557063_020    627  52.25000    5.225000  Yes  129600.000         129600
2049 551207_010    639  53.25000    5.325000  Yes    4848.000           4848
2050 558859_010    650  54.16667    5.416667   No   75280.000          75280
2051 550228_010    773  64.41667    6.441667   No   15624.000          15624
2052 554069_010    804  67.00000    6.700000   No   13070.612          13071
2053 557842_010    635  52.91667    5.291667  Yes   30000.000          30000
2054 559283_010    636  53.00000    5.300000   No   52600.000          52600
2055 554255_010    675  56.25000    5.625000   No   15480.000          15480
2056 555891_020    667  55.58333    5.558333  Yes   18000.000          18000
2057 559806_020    601  50.08333    5.008333   No   55212.000          55212
2058 555171_010    949  79.08333    7.908333   No   12372.000          12372
2059 556533_020    503  41.91667    4.191667   No   79000.000          79000
2060 558185_010    660  55.00000    5.500000  Yes   20100.000          20100
2061 557152_010    648  54.00000    5.400000   No   83204.000          83204
2062 557966_010    653  54.41667    5.441667   No  130000.000         130000
2063 552638_020    531  44.25000    4.425000   No  136656.000         136656
2064 551316_010    669  55.75000    5.575000  Yes    8000.000           8000
2065 556857_010    617  51.41667    5.141667   No   10344.000          10344
2066 559912_020    683  56.91667    5.691667   No  133000.000         133000
2067 554363_010    672  56.00000    5.600000   No   67500.000          67500
2068 558693_020    647  53.91667    5.391667  Yes   72000.000          72000
2069 552648_010    771  64.25000    6.425000   No   15948.000          15948
2070 559752_010    837  69.75000    6.975000   No   45600.000          45600
2071 552906_010    619  51.58333    5.158333  Yes   49100.000          49100
2072 559186_020    567  47.25000    4.725000   No  130000.000         130000
2073 553623_010    711  59.25000    5.925000   No   85449.191          85449
2074 555853_010    868  72.33333    7.233333   No   10476.000          10476
2075 551957_020    621  51.75000    5.175000   No  114656.000         114656
2076 554517_010    684  57.00000    5.700000   No       0.000              0
2077 554832_010    738  61.50000    6.150000  Yes   13208.000          13208
2078 555053_010   1012  84.33333    8.433333   No   25260.000          25260
2079 553180_010   1053  87.75000    8.775000   No   26400.000          26400
2080 557510_020    566  47.16667    4.716667   No   88612.000          88612
2081 554075_010    779  64.91667    6.491667   No       0.000              0
2082 559814_010    667  55.58333    5.558333   No  223000.000         223000
2083 557544_020    602  50.16667    5.016667   No   87010.000          87010
2084 556976_020    573  47.75000    4.775000   No  178528.000         178528
2085 553738_010    924  77.00000    7.700000   No   22636.000          22636
2086 551459_010    745  62.08333    6.208333  Yes   80800.000          80800
2087 559653_010    823  68.58333    6.858333   No   31963.035          31963
2088 559921_010    644  53.66667    5.366667   No   12420.000          12420
2089 551833_010    637  53.08333    5.308333   No   83600.000          83600
2090 557667_010    661  55.08333    5.508333  Yes    6457.206           6457
2091 551080_020    837  69.75000    6.975000   No   50000.000          50000
2092 556224_010    812  67.66667    6.766667   No   90000.000          90000
2093 556271_010    749  62.41667    6.241667  Yes   13200.000          13200
2094 554789_010    788  65.66667    6.566667  Yes  148320.000         148320
2095 550964_020    674  56.16667    5.616667   No  637040.695         637041
2096 554724_020    816  68.00000    6.800000   No   50761.000          50761
2097 556994_010    677  56.41667    5.641667  Yes  175000.000         175000
2098 554445_010    891  74.25000    7.425000  Yes   18300.000          18300
2099 555653_010    624  52.00000    5.200000   No  120001.000         120001
2100 555037_020    418  34.83333    3.483333   No   72000.000          72000
2101 558015_010    775  64.58333    6.458333   No  380300.000         380300
2102 557470_020    674  56.16667    5.616667   No  233000.000         233000
2103 559369_010    833  69.41667    6.941667   No   14400.000          14400
2104 556144_020    763  63.58333    6.358333   No  148320.000         148320
2105 554345_010    605  50.41667    5.041667   No  178528.000         178528
2106 553921_010   1093  91.08333    9.108333   No   10000.000          10000
2107 556766_010    605  50.41667    5.041667   No   60000.000          60000
2108 550385_010    774  64.50000    6.450000   No   28266.534          28267
2109 552779_010   1100  91.66667    9.166667   No    6648.000           6648
2110 554392_010    784  65.33333    6.533333  Yes   49400.000          49400
2111 557885_020    650  54.16667    5.416667  Yes  102784.980         102785
2112 557349_020    597  49.75000    4.975000   No  110000.000         110000
2113 559470_010    791  65.91667    6.591667   No   17412.000          17412
2114 557048_020    586  48.83333    4.883333   No  131016.000         131016
2115 551214_010    797  66.41667    6.641667  Yes       0.000              0
2116 552578_020    657  54.75000    5.475000   No  127522.562         127523
2117 553167_020    618  51.50000    5.150000  Yes   87000.000          87000
2118 558617_010    691  57.58333    5.758333  Yes   68000.000          68000
2119 554314_010    669  55.75000    5.575000   No   70012.000          70012
2120 555706_020    653  54.41667    5.441667   No  130252.000         130252
2121 550295_010    627  52.25000    5.225000  Yes   25304.000          25304
2122 550967_020    767  63.91667    6.391667  Yes   85000.000          85000
2123 550962_010    642  53.50000    5.350000   No   47000.000          47000
2124 559144_010   1008  84.00000    8.400000  Yes  208000.000         208000
2125 555113_020    597  49.75000    4.975000   No   85012.000          85012
2126 558974_010    669  55.75000    5.575000   No   94000.000          94000
2127 559223_020    591  49.25000    4.925000   No   70000.000          70000
2128 552811_020    722  60.16667    6.016667   No  320000.000         320000
2129 551744_010    660  55.00000    5.500000   No  194080.000         194080
2130 556402_010    629  52.41667    5.241667   No   15948.000          15948
2131 550291_010    655  54.58333    5.458333   No   18800.000          18800
2132 550043_010    903  75.25000    7.525000   No   27600.000          27600
2133 554228_020    837  69.75000    6.975000  Yes   17388.000          17388
2134 553325_010    840  70.00000    7.000000   No   14508.000          14508
2135 551686_010    657  54.75000    5.475000   No   72000.000          72000
2136 559649_010    722  60.16667    6.016667   No   53400.000          53400
2137 552301_010    925  77.08333    7.708333   No   12012.000          12012
2138 558109_010    685  57.08333    5.708333   No  238400.000         238400
2139 554899_010    613  51.08333    5.108333  Yes   33344.000          33344
2140 550015_020    595  49.58333    4.958333   No   90000.000          90000
2141 550985_020    653  54.41667    5.441667   No  130252.000         130252
2142 558936_010    760  63.33333    6.333333   No   13236.192          13236
2143 553798_020    508  42.33333    4.233333   No  117000.000         117000
2144 551132_020    683  56.91667    5.691667   No  109000.000         109000
2145 554369_010    780  65.00000    6.500000  Yes    6552.000           6552
2146 559343_010    670  55.83333    5.583333   No    2149.000           2149
2147 553793_010    666  55.50000    5.550000   No   50000.000          50000
2148 553757_020    610  50.83333    5.083333   No  267060.000         267060
2149 557433_010    783  65.25000    6.525000  Yes   20000.000          20000
2150 555260_010    933  77.75000    7.775000   No   23748.000          23748
2151 554494_020    614  51.16667    5.116667   No  139200.000         139200
2152 558739_010    630  52.50000    5.250000   No  237050.000         237050
2153 554875_020    611  50.91667    5.091667   No     600.000            600
2154 559270_010    626  52.16667    5.216667   No       0.000              0
2155 556249_020    611  50.91667    5.091667   No  707600.000         707600
2156 553994_020    618  51.50000    5.150000  Yes   11000.000          11000
2157 556851_010    670  55.83333    5.583333   No   12251.412          12251
2158 550185_020    609  50.75000    5.075000   No  100000.000         100000
2159 555338_010    893  74.41667    7.441667  Yes       0.000              0
2160 551286_020    811  67.58333    6.758333   No   65982.336          65982
2161 555351_010    646  53.83333    5.383333   No   69278.635          69279
2162 559011_010    658  54.83333    5.483333   No   37079.926          37080
2163 551085_010    669  55.75000    5.575000   No   29040.000          29040
2164 552629_010    941  78.41667    7.841667  Yes   30600.000          30600
2165 554463_010    675  56.25000    5.625000   No   49240.000          49240
2166 552302_010    633  52.75000    5.275000  Yes       0.000              0
2167 553424_010    643  53.58333    5.358333  Yes   51600.000          51600
2168 551026_010    939  78.25000    7.825000   No   15345.000          15345
2169 556943_020    651  54.25000    5.425000   No   14160.000          14160
2170 558646_010    772  64.33333    6.433333   No   20088.000          20088
2171 556827_010    836  69.66667    6.966667   No   16800.000          16800
2172 550964_010    641  53.41667    5.341667   No  594000.000         594000
2173 552053_010    686  57.16667    5.716667   No  155180.000         155180
2174 559839_020    537  44.75000    4.475000   No  380300.000         380300
2175 550015_010    678  56.50000    5.650000   No   90000.000          90000
2176 555331_020    556  46.33333    4.633333   No  145000.000         145000
2177 553935_010    836  69.66667    6.966667   No   19200.000          19200
2178 553995_010    748  62.33333    6.233333   No   40012.000          40012
2179 557795_010    995  82.91667    8.291667   No   16000.000          16000
2180 556779_020    613  51.08333    5.108333   No  121200.000         121200
2181 550522_010    674  56.16667    5.616667   No    1000.000           1000
2182 555441_010    649  54.08333    5.408333   No   52700.000          52700
2183 551737_020    622  51.83333    5.183333   No  194000.000         194000
2184 558652_020    611  50.91667    5.091667   No  103000.000         103000
2185 555653_020    622  51.83333    5.183333   No  120000.000         120000
2186 554163_010    678  56.50000    5.650000   No  332600.000         332600
2187 551031_010    645  53.75000    5.375000   No   31963.035          31963
2188 559300_010    680  56.66667    5.666667   No  353005.511         353006
2189 559734_010    663  55.25000    5.525000   No  109120.000         109120
2190 557908_010    680  56.66667    5.666667   No   23808.000          23808
2191 557529_020    539  44.91667    4.491667   No  120000.000         120000
2192 557784_010    657  54.75000    5.475000  Yes   23748.000          23748
2193 556920_010    621  51.75000    5.175000   No  134188.000         134188
2194 556936_010    745  62.08333    6.208333  Yes  100480.000         100480
2195 557559_020    809  67.41667    6.741667   No  135000.000         135000
2196 559440_010    662  55.16667    5.516667   No  121200.000         121200
2197 559990_010    652  54.33333    5.433333   No   49800.000          49800
2198 551228_010    684  57.00000    5.700000  Yes   22776.000          22776
2199 552383_010    849  70.75000    7.075000  Yes       0.000              0
2200 559132_010    714  59.50000    5.950000   No  228533.430         228533
2201 554655_010    642  53.50000    5.350000  Yes   15000.000          15000
2202 557898_010    663  55.25000    5.525000  Yes   42200.000          42200
2203 551686_020    638  53.16667    5.316667   No   72201.000          72201
2204 556586_010    829  69.08333    6.908333   No   93480.000          93480
2205 557571_010    818  68.16667    6.816667  Yes   22800.000          22800
2206 552499_020    746  62.16667    6.216667   No    9000.000           9000
2207 559593_010    614  51.16667    5.116667   No  147000.000         147000
2208 552019_010    623  51.91667    5.191667   No  250080.000         250080
2209 556431_010    620  51.66667    5.166667   No  118000.000         118000
2210 559653_010    773  64.41667    6.441667   No   31800.000          31800
2211 559199_020    559  46.58333    4.658333   No   34610.000          34610
2212 558938_010    645  53.75000    5.375000  Yes   45240.000          45240
2213 552238_010    673  56.08333    5.608333   No    2500.000           2500
2214 551108_020    622  51.83333    5.183333   No  119008.000         119008
2215 555071_010    612  51.00000    5.100000   No  124589.000         124589
2216 557647_010    644  53.66667    5.366667  Yes   18300.000          18300
2217 555925_010    850  70.83333    7.083333   No   45500.000          45500
2218 555511_010    606  50.50000    5.050000   No   40000.000          40000
2219 553826_010    725  60.41667    6.041667   No  175000.000         175000
2220 551735_010    622  51.83333    5.183333   No  276400.000         276400
2221 559234_020    683  56.91667    5.691667   No  137000.000         137000
2222 558703_010    641  53.41667    5.341667  Yes   17964.000          17964
2223 553522_010    672  56.00000    5.600000   No  140200.000         140200
2224 556976_010    628  52.33333    5.233333   No  178528.000         178528
2225 550551_010    649  54.08333    5.408333   No   73510.000          73510
2226 559272_010    623  51.91667    5.191667   No   19650.320          19650
2227 552332_020    769  64.08333    6.408333  Yes  122000.000         122000
2228 555331_020    554  46.16667    4.616667   No  145400.000         145400
2229 557617_010    780  65.00000    6.500000  Yes   73848.000          73848
2230 559963_010    657  54.75000    5.475000  Yes  124517.822         124518
2231 556390_010    632  52.66667    5.266667   No   12000.000          12000
2232 555944_010    687  57.25000    5.725000   No  190420.000         190420
2233 553139_020    624  52.00000    5.200000   No   50000.000          50000
2234 556456_010    631  52.58333    5.258333   No   44600.000          44600
2235 556431_020    626  52.16667    5.216667  Yes  118000.000         118000
2236 552177_010    652  54.33333    5.433333   No   82150.000          82150
2237 552646_010    626  52.16667    5.216667   No  129667.915         129668
2238 553552_010    914  76.16667    7.616667   No    6480.000           6480
2239 550181_010    666  55.50000    5.550000   No   55000.000          55000
2240 553413_010    768  64.00000    6.400000   No   87010.000          87010
2241 558511_020    610  50.83333    5.083333  Yes   47484.000          47484
2242 551080_010    837  69.75000    6.975000   No   50000.000          50000
2243 550100_010    644  53.66667    5.366667   No     804.000            804
2244 556717_020    636  53.00000    5.300000   No  366280.000         366280
2245 552448_010    902  75.16667    7.516667  Yes   10707.000          10707
2246 557063_020    627  52.25000    5.225000  Yes  130000.000         130000
2247 555716_020    673  56.08333    5.608333   No   10000.000          10000
2248 555037_010    615  51.25000    5.125000   No   72201.000          72201
2249 558547_020    599  49.91667    4.991667   No    5040.000           5040
2250 556413_020    670  55.83333    5.583333   No  157200.000         157200
2251 550569_010    661  55.08333    5.508333  Yes  317000.000         317000
2252 559346_010    900  75.00000    7.500000   No   84012.000          84012
2253 555022_010    626  52.16667    5.216667  Yes   31850.000          31850
2254 556646_020    721  60.08333    6.008333   No  254000.000         254000
2255 554591_020    586  48.83333    4.883333   No  127000.000         127000
2256 550822_020    660  55.00000    5.500000  Yes   71240.000          71240
2257 558671_020    945  78.75000    7.875000  Yes   31235.000          31235
2258 552748_010    760  63.33333    6.333333   No   30332.902          30333
2259 553641_010    627  52.25000    5.225000   No   50212.000          50212
2260 554463_010    676  56.33333    5.633333   No   49100.000          49100
2261 551628_010    708  59.00000    5.900000  Yes       0.000              0
2262 557375_010    623  51.91667    5.191667  Yes     300.000            300
2263 555338_020    988  82.33333    8.233333   No       0.000              0
2264 557940_010    672  56.00000    5.600000   No   19380.000          19380
2265 555037_020    414  34.50000    3.450000   No   72180.000          72180
2266 555297_020    657  54.75000    5.475000   No  540000.000         540000
2267 557353_010    811  67.58333    6.758333  Yes   10236.000          10236
2268 553998_010    643  53.58333    5.358333  Yes       0.000              0
2269 559001_010    834  69.50000    6.950000   No    6812.000           6812
2270 552306_020    607  50.58333    5.058333   No  189003.000         189003
2271 554420_010   1040  86.66667    8.666667  Yes   14241.000          14241
2272 555706_020    657  54.75000    5.475000   No  130000.000         130000
2273 552964_010    649  54.08333    5.408333   No  107000.000         107000
2274 556484_010    685  57.08333    5.708333  Yes   60050.000          60050
2275 556038_010    768  64.00000    6.400000   No   71080.000          71080
2276 553241_010    628  52.33333    5.233333   No  106000.000         106000
2277 559029_020    603  50.25000    5.025000   No  152000.000         152000
2278 550233_020    778  64.83333    6.483333  Yes   25300.000          25300
2279 550375_010    762  63.50000    6.350000   No   19040.000          19040
2280 550583_010    648  54.00000    5.400000   No   95000.000          95000
2281 552835_010    674  56.16667    5.616667   No  172000.000         172000
2282 557855_010    714  59.50000    5.950000  Yes   32580.000          32580
2283 550147_010    716  59.66667    5.966667   No   30000.000          30000
2284 551597_020    634  52.83333    5.283333   No   26000.000          26000
2285 550581_020    749  62.41667    6.241667  Yes   22534.000          22534
2286 554445_010    879  73.25000    7.325000  Yes   18226.344          18226
2287 559472_010   1066  88.83333    8.883333   No   48366.581          48367
2288 555663_010    682  56.83333    5.683333   No   89670.804          89671
2289 555216_010    855  71.25000    7.125000   No   44485.048          44485
2290 552454_010    716  59.66667    5.966667   No   96000.000          96000
2291 552633_010    735  61.25000    6.125000  Yes   20000.000          20000
2292 553564_020    545  45.41667    4.541667  Yes   35000.000          35000
2293 557510_010    698  58.16667    5.816667  Yes   88800.000          88800
2294 558330_020    816  68.00000    6.800000  Yes   92856.000          92856
2295 553755_010   1108  92.33333    9.233333  Yes   94641.197          94641
2296 557456_020    788  65.66667    6.566667  Yes   25304.000          25304
2297 557699_010    619  51.58333    5.158333   No   10920.000          10920
2298 552578_010    657  54.75000    5.475000   No  128435.835         128436
2299 559023_010    637  53.08333    5.308333  Yes   28264.000          28264
2300 558198_010    722  60.16667    6.016667  Yes   25304.000          25304
2301 556205_010    629  52.41667    5.241667   No   49400.000          49400
2302 559355_010    649  54.08333    5.408333   No   78256.000          78256
2303 551310_010    803  66.91667    6.691667   No   80000.000          80000
2304 556205_010    631  52.58333    5.258333   No   49501.000          49501
2305 556073_010    780  65.00000    6.500000  Yes   11052.000          11052
2306 551116_010    616  51.33333    5.133333   No   68664.000          68664
2307 556141_020    860  71.66667    7.166667  Yes   75500.000          75500
2308 551223_010    636  53.00000    5.300000   No   16824.000          16824
2309 553775_020    551  45.91667    4.591667  Yes  101156.000         101156
2310 551762_010    629  52.41667    5.241667  Yes   80000.000          80000
2311 552342_010    663  55.25000    5.525000   No   28036.000          28036
2312 558174_020    947  78.91667    7.891667   No  141276.000         141276
2313 559660_010    753  62.75000    6.275000   No    8640.000           8640
2314 558281_010   1082  90.16667    9.016667  Yes   21716.000          21716
2315 554748_010    685  57.08333    5.708333   No   94796.000          94796
2316 551140_010    804  67.00000    6.700000   No   10200.000          10200
2317 553474_020    804  67.00000    6.700000   No       0.000              0
2318 554280_010    633  52.75000    5.275000   No   80000.000          80000
2319 556484_010    685  57.08333    5.708333  Yes   60000.000          60000
2320 555476_010    639  53.25000    5.325000   No  327000.000         327000
2321 557484_020    653  54.41667    5.441667   No  227901.215         227901
2322 559660_010    753  62.75000    6.275000   No    8400.000           8400
2323 558128_010    619  51.58333    5.158333   No  237000.000         237000
2324 559346_020    912  76.00000    7.600000  Yes   83600.000          83600
2325 551761_020    759  63.25000    6.325000  Yes   31235.000          31235
2326 557102_010    645  53.75000    5.375000   No  243000.000         243000
2327 550535_010    661  55.08333    5.508333   No   25000.000          25000
2328 559909_010    648  54.00000    5.400000   No    2311.393           2311
2329 555607_010    765  63.75000    6.375000   No    1000.000           1000
2330 555636_010    608  50.66667    5.066667   No  218032.013         218032
2331 554630_010    820  68.33333    6.833333  Yes   40498.000          40498
2332 559269_020    613  51.08333    5.108333   No  101338.000         101338
2333 551517_010    665  55.41667    5.541667   No    6960.000           6960
2334 556089_020    709  59.08333    5.908333   No   25962.000          25962
2335 558216_010    637  53.08333    5.308333   No   93480.000          93480
2336 552482_020    839  69.91667    6.991667   No   51000.000          51000
2337 553768_010    955  79.58333    7.958333  Yes   12408.000          12408
2338 551337_020    896  74.66667    7.466667  Yes   31235.000          31235
2339 556350_010    643  53.58333    5.358333   No   16320.000          16320
2340 555959_010    623  51.91667    5.191667   No   76000.000          76000
2341 559083_010    815  67.91667    6.791667   No   57500.000          57500
2342 558446_010    650  54.16667    5.416667   No   20008.604          20009
2343 558175_020    614  51.16667    5.116667   No  526192.000         526192
2344 552578_020    655  54.58333    5.458333   No  127840.000         127840
2345 557619_010    666  55.50000    5.550000   No  188000.000         188000
2346 557802_010    806  67.16667    6.716667   No   40498.000          40498
2347 553030_010    626  52.16667    5.216667  Yes   46000.000          46000
2348 555395_020    682  56.83333    5.683333   No  404000.000         404000
2349 554864_010    633  52.75000    5.275000   No  145400.000         145400
2350 559492_020    634  52.83333    5.283333  Yes   73537.000          73537
2351 555053_020    891  74.25000    7.425000  Yes   25272.000          25272
2352 555258_010    653  54.41667    5.441667  Yes   40000.000          40000
2353 557617_020    776  64.66667    6.466667   No   73848.000          73848
2354 554603_010    634  52.83333    5.283333   No    1512.000           1512
2355 557791_010    622  51.83333    5.183333  Yes  100000.000         100000
2356 552332_010    721  60.08333    6.008333  Yes  122600.000         122600
2357 550653_010    976  81.33333    8.133333   No    4848.000           4848
2358 555050_010    636  53.00000    5.300000  Yes   37896.000          37896
2359 556276_020    625  52.08333    5.208333   No   93003.000          93003
2360 550626_010    802  66.83333    6.683333  Yes   85000.000          85000
2361 556384_010    792  66.00000    6.600000  Yes   10703.000          10703
2362 557351_010    838  69.83333    6.983333   No  106500.000         106500
2363 559877_020    559  46.58333    4.658333   No    5500.000           5500
2364 555721_010    665  55.41667    5.541667   No   98000.000          98000
2365 550637_020    627  52.25000    5.225000   No  430400.000         430400
2366 554369_010    780  65.00000    6.500000  Yes    6840.000           6840
2367 559842_010    629  52.41667    5.241667  Yes  250000.000         250000
2368 554933_010    670  55.83333    5.583333   No   11870.463          11870
2369 555578_010    802  66.83333    6.683333   No   14200.000          14200
2370 550830_010    680  56.66667    5.666667  Yes  100000.000         100000
2371 557751_010    699  58.25000    5.825000   No   93200.000          93200
2372 559734_020    603  50.25000    5.025000  Yes  108400.000         108400
2373 550041_020    615  51.25000    5.125000  Yes  711600.000         711600
2374 551547_010    826  68.83333    6.883333   No   66040.000          66040
2375 551046_010    939  78.25000    7.825000  Yes   16416.000          16416
2376 551646_010    679  56.58333    5.658333   No   51311.000          51311
2377 554961_010    652  54.33333    5.433333   No   64800.000          64800
2378 555192_010   1060  88.33333    8.833333   No   19716.000          19716
2379 550041_010    614  51.16667    5.116667  Yes  699684.000         699684
2380 559722_010    636  53.00000    5.300000   No  318283.858         318284
2381 554845_020    812  67.66667    6.766667   No   95824.000          95824
2382 559425_020    643  53.58333    5.358333   No   87706.076          87706
2383 558765_010    749  62.41667    6.241667  Yes   16869.661          16870
2384 554752_010    675  56.25000    5.625000   No  281000.000         281000
2385 553262_010    632  52.66667    5.266667   No   17964.000          17964
2386 557788_010    935  77.91667    7.791667   No       0.000              0
2387 556758_010    645  53.75000    5.375000   No   40000.000          40000
2388 557180_020    589  49.08333    4.908333   No  276570.000         276570
2389 555439_010    620  51.66667    5.166667   No  160644.000         160644
2390 557417_010    805  67.08333    6.708333   No       0.000              0
2391 553757_020    611  50.91667    5.091667   No  268500.000         268500
2392 557518_010    698  58.16667    5.816667   No  124800.000         124800
2393 558062_010    714  59.50000    5.950000  Yes   52550.000          52550
2394 554864_020    634  52.83333    5.283333   No  144600.000         144600
2395 554717_010    663  55.25000    5.525000   No    2424.000           2424
2396 558398_010    647  53.91667    5.391667   No    1000.000           1000
2397 558055_010    940  78.33333    7.833333   No   25832.000          25832
2398 554789_020    823  68.58333    6.858333  Yes  149080.000         149080
2399 556921_010    876  73.00000    7.300000   No   28600.000          28600
2400 551744_010    665  55.41667    5.541667   No  194080.000         194080
2401 550685_010    661  55.08333    5.508333  Yes   34000.000          34000
2402 555232_010    886  73.83333    7.383333  Yes   13416.000          13416
2403 551645_010    912  76.00000    7.600000  Yes   22256.400          22256
2404 557538_020    668  55.66667    5.566667   No    4772.000           4772
2405 553778_010    783  65.25000    6.525000   No  126000.000         126000
2406 557223_020    773  64.41667    6.441667   No   30300.000          30300
2407 552490_010    887  73.91667    7.391667   No    5000.000           5000
2408 551064_010    679  56.58333    5.658333   No   56800.000          56800
2409 550862_020    764  63.66667    6.366667   No   27300.000          27300
2410 557725_010    685  57.08333    5.708333   No  101400.000         101400
2411 557131_010    769  64.08333    6.408333   No  112500.000         112500
2412 559300_010    680  56.66667    5.666667   No  347933.333         347933
2413 559968_010    650  54.16667    5.416667   No  114820.000         114820
2414 550270_010    633  52.75000    5.275000   No   30174.637          30175
2415 559565_010    897  74.75000    7.475000   No   43760.000          43760
2416 550851_020    569  47.41667    4.741667   No      60.000             60
2417 551372_010    677  56.41667    5.641667   No   16988.000          16988
2418 554951_010    650  54.16667    5.416667   No   34610.000          34610
2419 550404_010    684  57.00000    5.700000   No   50551.154          50551
2420 558313_010    770  64.16667    6.416667   No  236000.000         236000
2421 553994_010    617  51.41667    5.141667  Yes   10920.000          10920
2422 554789_020    831  69.25000    6.925000  Yes  149080.000         149080
2423 557557_010    646  53.83333    5.383333   No   35944.967          35945
2424 551973_010    682  56.83333    5.683333  Yes   43200.000          43200
2425 550524_010    892  74.33333    7.433333   No   51682.000          51682
2426 554488_020    665  55.41667    5.541667   No  210364.000         210364
2427 553970_020    543  45.25000    4.525000   No   75000.000          75000
2428 559857_010    666  55.50000    5.550000   No  250800.000         250800
2429 557723_010    736  61.33333    6.133333   No     336.000            336
2430 553505_020    570  47.50000    4.750000   No  243000.000         243000
2431 559470_020    798  66.50000    6.650000  Yes   17380.000          17380
2432 552677_010    699  58.25000    5.825000   No  560500.000         560500
2433 551878_020    651  54.25000    5.425000   No   44328.000          44328
2434 558321_010    633  52.75000    5.275000   No   26484.000          26484
2435 551346_010    713  59.41667    5.941667   No       0.000              0
2436 554789_010    758  63.16667    6.316667   No  148320.000         148320
2437 555171_010    948  79.00000    7.900000   No   12420.000          12420
2438 552529_020    660  55.00000    5.500000   No  134600.000         134600
2439 555138_010    654  54.50000    5.450000   No  265075.000         265075
2440 556225_020    506  42.16667    4.216667   No   62000.000          62000
2441 551808_010    896  74.66667    7.466667   No   19332.000          19332
2442 550458_020    674  56.16667    5.616667   No  343280.000         343280
2443 557125_010    697  58.08333    5.808333  Yes   40000.000          40000
2444 551228_010    684  57.00000    5.700000  Yes   23004.000          23004
2445 551030_010    654  54.50000    5.450000  Yes   13128.000          13128
2446 550490_010    607  50.58333    5.058333   No   41688.000          41688
2447 554764_010    701  58.41667    5.841667  Yes  100480.000         100480
2448 558517_010    632  52.66667    5.266667   No  116500.000         116500
2449 552499_010    888  74.00000    7.400000   No    8880.000           8880
2450 550310_010    814  67.83333    6.783333  Yes   34000.000          34000
2451 559622_010   1148  95.66667    9.566667   No   17736.000          17736
2452 556223_020    782  65.16667    6.516667  Yes  135840.000         135840
2453 559133_010    989  82.41667    8.241667   No   22752.000          22752
2454 553721_010    662  55.16667    5.516667  Yes   37705.568          37706
2455 557151_010    964  80.33333    8.033333   No   43760.000          43760
2456 559343_010    670  55.83333    5.583333   No    2000.000           2000
2457 556077_020    766  63.83333    6.383333   No  140200.000         140200
2458 558158_010    686  57.16667    5.716667   No   50000.000          50000
2459 550560_020    797  66.41667    6.641667   No  106500.000         106500
2460 555085_010    681  56.75000    5.675000   No       0.000              0
2461 554687_010    643  53.58333    5.358333   No  142600.000         142600
2462 557226_010    935  77.91667    7.791667   No   17664.000          17664
2463 559287_020    796  66.33333    6.633333   No   96267.615          96268
2464 553771_010    657  54.75000    5.475000  Yes   12348.000          12348
2465 559887_010    649  54.08333    5.408333   No    3604.000           3604
2466 557025_020    745  62.08333    6.208333   No   92000.000          92000
2467 551461_020    633  52.75000    5.275000   No   76000.000          76000
2468 559741_010    752  62.66667    6.266667   No    2500.000           2500
2469 554686_010    658  54.83333    5.483333   No  262500.000         262500
2470 559646_010    647  53.91667    5.391667   No   23130.617          23131
2471 557476_010    629  52.41667    5.241667  Yes  114000.000         114000
2472 552554_020    588  49.00000    4.900000  Yes  216000.000         216000
2473 555262_020    657  54.75000    5.475000   No  253820.000         253820
2474 559121_010    681  56.75000    5.675000  Yes    5860.000           5860
2475 551845_010    837  69.75000    6.975000  Yes   40000.000          40000
2476 557721_010    642  53.50000    5.350000   No   60200.000          60200
2477 555294_010    641  53.41667    5.341667   No   21936.000          21936
2478 556111_010    667  55.58333    5.558333   No  560500.000         560500
2479 556985_010    640  53.33333    5.333333   No  476000.000         476000
2480 553670_010    627  52.25000    5.225000   No 1800012.000        1800012
2481 556008_020    565  47.08333    4.708333  Yes  211696.111         211696
2482 553623_020    709  59.08333    5.908333   No   85449.191          85449
2483 553211_010    883  73.58333    7.358333   No   21200.000          21200
2484 557111_020    962  80.16667    8.016667  Yes   38220.000          38220
2485 552163_010    813  67.75000    6.775000  Yes   31850.000          31850
2486 558366_010    678  56.50000    5.650000   No  152000.000         152000
2487 556720_020   1014  84.50000    8.450000   No   73640.000          73640
2488 552383_010    849  70.75000    7.075000  Yes       0.000              0
2489 557351_010    835  69.58333    6.958333   No  108040.000         108040
2490 554717_010    663  55.25000    5.525000   No    2500.000           2500
2491 558355_010    833  69.41667    6.941667   No    7500.000           7500
2492 554773_010    750  62.50000    6.250000   No   60050.000          60050
2493 556758_010    646  53.83333    5.383333   No   40000.000          40000
2494 556846_010    681  56.75000    5.675000   No  770537.149         770537
2495 555479_010    662  55.16667    5.516667   No   75012.000          75012
2496 556646_010    830  69.16667    6.916667   No  253820.000         253820
2497 552908_010    658  54.83333    5.483333  Yes   67600.000          67600
2498 558748_010    635  52.91667    5.291667  Yes   33603.498          33603
2499 559984_010    907  75.58333    7.558333   No   15480.000          15480
2500 559190_010    674  56.16667    5.616667   No  144600.000         144600
2501 557642_010    678  56.50000    5.650000   No   66876.000          66876
2502 555113_010    680  56.66667    5.666667  Yes   84600.000          84600
2503 554387_020    607  50.58333    5.058333   No  220099.546         220100
2504 557034_010    825  68.75000    6.875000   No    2700.000           2700
2505 556121_010    661  55.08333    5.508333  Yes    9779.466           9779
2506 552693_010    660  55.00000    5.500000  Yes   29544.000          29544
2507 558004_020    660  55.00000    5.500000   No  102000.000         102000
2508 551140_010    812  67.66667    6.766667   No   10252.000          10252
2509 555946_010    772  64.33333    6.433333   No       0.000              0
2510 556845_010    656  54.66667    5.466667   No  120000.000         120000
2511 558935_010    794  66.16667    6.616667   No    8319.000           8319
2512 553948_010    781  65.08333    6.508333  Yes  117228.000         117228
2513 551664_010    896  74.66667    7.466667  Yes   66000.000          66000
2514 551781_010    670  55.83333    5.583333   No   16800.000          16800
2515 552745_020    635  52.91667    5.291667   No   84124.000          84124
2516 556344_010    610  50.83333    5.083333   No  262500.000         262500
2517 550967_010    767  63.91667    6.391667   No   85000.000          85000
2518 552104_010    616  51.33333    5.133333   No   19200.000          19200
2519 555648_010    658  54.83333    5.483333   No   40000.000          40000
2520 555087_010    617  51.41667    5.141667   No    8940.000           8940
2521 558568_020    862  71.83333    7.183333  Yes   52000.000          52000
2522 555710_010    626  52.16667    5.216667   No   27600.000          27600
2523 554490_010    694  57.83333    5.783333   No 1800012.000        1800012
2524 553167_020    606  50.50000    5.050000  Yes   87096.000          87096
2525 553611_010    914  76.16667    7.616667  Yes   19332.000          19332
2526 552919_010    689  57.41667    5.741667   No   31460.000          31460
2527 559069_020    694  57.83333    5.783333   No  189003.000         189003
2528 554845_010    809  67.41667    6.741667  Yes   96004.000          96004
2529 559220_010    626  52.16667    5.216667   No  476000.000         476000
2530 552179_010    626  52.16667    5.216667   No   35000.000          35000
2531 555721_020    570  47.50000    4.750000   No   99200.000          99200
2532 554171_020    691  57.58333    5.758333   No   15160.000          15160
2533 553448_010    741  61.75000    6.175000  Yes   13236.192          13236
2534 551553_010    805  67.08333    6.708333   No   47131.499          47131
2535 558639_020    598  49.83333    4.983333   No  990200.000         990200
2536 550310_010    814  67.83333    6.783333  Yes   34080.000          34080
2537 551651_010    640  53.33333    5.333333   No   10000.000          10000
2538 556907_020    912  76.00000    7.600000  Yes  124000.000         124000
2539 555922_010    900  75.00000    7.500000  Yes   21390.000          21390
2540 554117_020    633  52.75000    5.275000   No   84600.000          84600
2541 550985_020    654  54.50000    5.450000   No  130005.000         130005
2542 554630_010    819  68.25000    6.825000  Yes   41188.000          41188
2543 550119_010    903  75.25000    7.525000   No   33800.000          33800
2544 555929_010    670  55.83333    5.583333   No   42010.000          42010
2545 559023_010    637  53.08333    5.308333  Yes   28800.000          28800
2546 556291_010    697  58.08333    5.808333   No   80000.000          80000
2547 558344_010    649  54.08333    5.408333  Yes   75563.157          75563
2548 557977_020    612  51.00000    5.100000   No   25032.000          25032
2549 553768_010    948  79.00000    7.900000  Yes   12360.000          12360
2550 553206_010    656  54.66667    5.466667  Yes    3420.000           3420
2551 554344_010    861  71.75000    7.175000   No   58286.511          58287
2552 559839_020    542  45.16667    4.516667   No  380300.000         380300
2553 557014_010    824  68.66667    6.866667  Yes   46892.000          46892
2554 552110_010    639  53.25000    5.325000  Yes   19200.000          19200
2555 556402_010    629  52.41667    5.241667   No   16000.000          16000
2556 554690_010    653  54.41667    5.441667   No  120000.000         120000
2557 552811_020    732  61.00000    6.100000   No  318283.858         318284
2558 551723_020    797  66.41667    6.641667  Yes   27000.000          27000
2559 550745_010    620  51.66667    5.166667   No  126500.000         126500
2560 559270_020    580  48.33333    4.833333   No       0.000              0
2561 551553_020    844  70.33333    7.033333   No   46656.000          46656
2562 559617_020    666  55.50000    5.550000   No  194080.000         194080
2563 554238_020    912  76.00000    7.600000   No   63000.000          63000
2564 553832_010    872  72.66667    7.266667  Yes   14400.000          14400
2565 550315_010    625  52.08333    5.208333   No   57500.000          57500
2566 550583_010    649  54.08333    5.408333   No   94400.000          94400
2567 551140_010    804  67.00000    6.700000   No   10536.000          10536
2568 550237_010    639  53.25000    5.325000   No   79890.312          79890
2569 558602_020    760  63.33333    6.333333  Yes   53044.000          53044
2570 554953_010    644  53.66667    5.366667   No   31500.000          31500
2571 555262_010    627  52.25000    5.225000   No  252662.216         252662
2572 553338_010    858  71.50000    7.150000  Yes   17796.000          17796
2573 558087_010    653  54.41667    5.441667  Yes   13149.386          13149
2574 556997_010    800  66.66667    6.666667   No   29760.000          29760
2575 550747_010    645  53.75000    5.375000   No    8400.000           8400
2576 557011_010   1003  83.58333    8.358333   No   46260.196          46260
2577 553043_010    883  73.58333    7.358333   No   17640.000          17640
2578 554345_020    605  50.41667    5.041667   No  178600.000         178600
2579 552786_010    719  59.91667    5.991667  Yes   40000.000          40000
2580 559129_010    700  58.33333    5.833333   No   23400.000          23400
2581 550859_010    673  56.08333    5.608333  Yes   53533.000          53533
2582 556536_010    646  53.83333    5.383333  Yes   14377.649          14378
2583 557924_010    652  54.33333    5.433333  Yes  116500.000         116500
2584 555978_010    746  62.16667    6.216667   No    1681.298           1681
2585 552808_010    623  51.91667    5.191667   No    9828.000           9828
2586 557451_020    503  41.91667    4.191667  Yes   24216.000          24216
2587 551602_010    854  71.16667    7.116667   No       0.000              0
2588 550790_020    567  47.25000    4.725000   No  430400.000         430400
2589 553970_020    543  45.25000    4.525000   No   75000.000          75000
2590 551064_010    675  56.25000    5.625000   No   57014.000          57014
2591 551686_010    653  54.41667    5.441667   No   72000.000          72000
2592 559986_010    651  54.25000    5.425000   No   80000.000          80000
2593 552414_020    603  50.25000    5.025000   No  161000.000         161000
2594 553532_010    704  58.66667    5.866667   No    6800.000           6800
2595 559598_020    687  57.25000    5.725000   No  378052.138         378052
2596 559624_010    673  56.08333    5.608333   No   85449.191          85449
2597 552656_010    658  54.83333    5.483333   No  158440.000         158440
2598 557930_020    820  68.33333    6.833333   No   21390.000          21390
2599 553400_010    764  63.66667    6.366667   No   24200.000          24200
2600 556249_020    605  50.41667    5.041667   No  746620.000         746620
2601 553582_010    596  49.66667    4.966667   No   82000.000          82000
2602 558446_010    650  54.16667    5.416667   No   20100.000          20100
2603 552861_010    935  77.91667    7.791667  Yes   26400.000          26400
2604 559315_010    636  53.00000    5.300000  Yes   31000.000          31000
2605 558441_010    640  53.33333    5.333333   No  310440.000         310440
2606 554840_010    663  55.25000    5.525000  Yes   31000.000          31000
2607 553815_020    426  35.50000    3.550000   No  171520.000         171520
2608 555736_010    614  51.16667    5.116667   No  178600.000         178600
2609 556138_010    713  59.41667    5.941667   No    7800.000           7800
2610 553913_010    948  79.00000    7.900000   No  122012.000         122012
2611 558985_010    651  54.25000    5.425000  Yes   13600.000          13600
2612 554413_010    781  65.08333    6.508333   No   15000.000          15000
2613 557544_010    676  56.33333    5.633333   No   87000.000          87000
2614 550100_020    621  51.75000    5.175000   No     750.000            750
2615 555198_010    543  45.25000    4.525000   No  174436.000         174436
2616 555441_010    649  54.08333    5.408333   No   52774.571          52775
2617 552231_020    650  54.16667    5.416667  Yes  102000.000         102000
2618 550401_010    645  53.75000    5.375000  Yes   48000.000          48000
2619 551892_010    626  52.16667    5.216667   No   74000.000          74000
2620 551104_020    590  49.16667    4.916667  Yes   20100.000          20100
2621 558131_020    676  56.33333    5.633333  Yes  170164.930         170165
2622 550904_010    636  53.00000    5.300000   No  455012.000         455012
2623 556266_020    610  50.83333    5.083333  Yes   12782.635          12783
2624 556635_010    818  68.16667    6.816667  Yes   20568.000          20568
2625 555697_020    654  54.50000    5.450000  Yes   14796.000          14796
2626 551279_010    651  54.25000    5.425000   No     400.000            400
2627 559283_020    636  53.00000    5.300000   No   52600.000          52600
2628 550015_020    597  49.75000    4.975000   No   90000.000          90000
2629 556445_010    698  58.16667    5.816667  Yes   21396.000          21396
2630 558764_010    674  56.16667    5.616667  Yes   17380.000          17380
2631 558174_010    957  79.75000    7.975000   No  141400.000         141400
2632 556181_010    848  70.66667    7.066667   No   19320.000          19320
2633 553765_020    616  51.33333    5.133333  Yes   66876.000          66876
2634 552494_010    677  56.41667    5.641667   No  285000.000         285000
2635 550233_020    778  64.83333    6.483333  Yes   25260.000          25260
2636 553935_010    836  69.66667    6.966667   No   18960.000          18960
2637 552681_020    613  51.08333    5.108333   No   51204.000          51204
2638 557909_010    635  52.91667    5.291667   No   51682.000          51682
2639 552323_010    851  70.91667    7.091667  Yes   16488.000          16488
2640 550637_020    625  52.08333    5.208333   No  430400.000         430400
2641 552156_020    753  62.75000    6.275000   No   27170.731          27171
2642 557932_020    640  53.33333    5.333333   No  140000.000         140000
2643 555134_020    664  55.33333    5.533333   No    9672.000           9672
2644 552911_010    623  51.91667    5.191667   No   55000.000          55000
2645 559416_020    680  56.66667    5.666667   No   52000.000          52000
2646 557568_010    620  51.66667    5.166667   No   68400.000          68400
2647 558962_010    668  55.66667    5.566667   No   27408.000          27408
2648 559083_010    830  69.16667    6.916667   No   57184.000          57184
2649 552218_010    868  72.33333    7.233333  Yes   10707.000          10707
2650 557088_010    863  71.91667    7.191667   No   17412.000          17412
2651 552398_020    687  57.25000    5.725000   No  162012.000         162012
2652 550384_010    725  60.41667    6.041667   No    2181.933           2182
2653 557347_020    666  55.50000    5.550000   No  102000.000         102000
2654 559878_010   1006  83.83333    8.383333  Yes   36600.000          36600
2655 557775_010    642  53.50000    5.350000   No   59040.000          59040
2656 550514_020    607  50.58333    5.058333   No   54026.574          54027
2657 559456_010    913  76.08333    7.608333  Yes    8000.000           8000
2658 551396_010    754  62.83333    6.283333  Yes  325480.000         325480
2659 555460_010    640  53.33333    5.333333   No   22256.400          22256
2660 556148_020    922  76.83333    7.683333   No   35856.000          35856
2661 559355_010    650  54.16667    5.416667   No   78500.000          78500
2662 550661_010    651  54.25000    5.425000  Yes   22172.000          22172
2663 551292_010    673  56.08333    5.608333  Yes    3372.000           3372
2664 556698_010    671  55.91667    5.591667   No  160040.000         160040
2665 551564_010    654  54.50000    5.450000   No   29544.000          29544
2666 550962_010    642  53.50000    5.350000   No   46793.034          46793
2667 552965_010    692  57.66667    5.766667   No  223349.581         223350
2668 551238_010    647  53.91667    5.391667  Yes   73000.000          73000
2669 550783_010   1014  84.50000    8.450000   No   21000.000          21000
2670 556435_010    610  50.83333    5.083333   No  210364.000         210364
2671 550238_010    773  64.41667    6.441667   No   11080.000          11080
2672 556710_010    607  50.58333    5.058333   No   49800.000          49800
2673 558951_020    654  54.50000    5.450000   No   91500.000          91500
2674 555915_020    651  54.25000    5.425000   No   74563.499          74563
2675 550904_020    565  47.08333    4.708333   No  430400.000         430400
2676 558001_010    647  53.91667    5.391667   No   54240.000          54240
2677 557326_010    857  71.41667    7.141667   No   15600.000          15600
2678 554601_010    620  51.66667    5.166667   No   50000.000          50000
2679 550560_020    797  66.41667    6.641667   No  108040.000         108040
2680 555217_010    647  53.91667    5.391667   No   14200.000          14200
2681 555706_020    653  54.41667    5.441667   No  130252.000         130252
2682 557433_010    783  65.25000    6.525000  Yes   20000.000          20000
2683 554604_010    622  51.83333    5.183333   No   21390.000          21390
2684 551557_010    643  53.58333    5.358333   No   25600.000          25600
2685 552156_020    753  62.75000    6.275000   No   26972.000          26972
2686 558155_010    705  58.75000    5.875000   No   16392.679          16393
2687 553275_010    661  55.08333    5.508333   No   38135.548          38136
2688 555463_020   1005  83.75000    8.375000  Yes   12642.000          12642
2689 551223_010    636  53.00000    5.300000   No   16988.000          16988
2690 554752_020    645  53.75000    5.375000   No  285000.000         285000
2691 558158_010    686  57.16667    5.716667   No   50000.000          50000
2692 559766_010    815  67.91667    6.791667  Yes   45455.000          45455
2693 556936_010    747  62.25000    6.225000  Yes  100480.000         100480
2694 552188_010    644  53.66667    5.366667   No  166711.764         166712
2695 557011_010    992  82.66667    8.266667   No   46020.000          46020
2696 555439_020    556  46.33333    4.633333   No  160408.000         160408
2697 552567_010    698  58.16667    5.816667   No  124800.000         124800
2698 559893_010    749  62.41667    6.241667  Yes    1320.000           1320
2699 556710_010    609  50.75000    5.075000   No   50000.000          50000
2700 559404_010    865  72.08333    7.208333   No   34673.749          34674
2701 552777_010    917  76.41667    7.641667  Yes   33000.000          33000
2702 555635_010    621  51.75000    5.175000   No   16800.000          16800
2703 550315_010    625  52.08333    5.208333   No   56800.000          56800
2704 551524_020    794  66.16667    6.616667   No   30552.000          30552
2705 556758_010    646  53.83333    5.383333   No   40000.000          40000
2706 558271_020    644  53.66667    5.366667   No  139712.180         139712
2707 555103_010    649  54.08333    5.408333  Yes   29073.827          29074
2708 556341_010    738  61.50000    6.150000   No       0.000              0
2709 550410_010    608  50.66667    5.066667   No  100130.000         100130
2710 552816_010    812  67.66667    6.766667  Yes       0.000              0
2711 555198_010    542  45.16667    4.516667   No  175012.000         175012
2712 558739_020    629  52.41667    5.241667   No  233054.000         233054
2713 557003_010    675  56.25000    5.625000   No    6140.000           6140
2714 554152_020    684  57.00000    5.700000   No  334248.000         334248
2715 558911_020    609  50.75000    5.075000   No   52012.000          52012
2716 557855_010    714  59.50000    5.950000  Yes   32580.000          32580
2717 555262_020    657  54.75000    5.475000   No  254000.000         254000
2718 551116_020    382  31.83333    3.183333   No   69278.635          69279
2719 556018_010    635  52.91667    5.291667   No   55000.000          55000
2720 556418_010    617  51.41667    5.141667   No  202312.000         202312
2721 559487_010    866  72.16667    7.216667   No   36795.000          36795
2722 559353_010    617  51.41667    5.141667   No   38608.344          38608
2723 551991_020    605  50.41667    5.041667   No   33000.000          33000
2724 553775_020    545  45.41667    4.541667  Yes  101338.000         101338
2725 558095_010    656  54.66667    5.466667   No   12108.000          12108
2726 550385_010    781  65.08333    6.508333   No   28264.000          28264
2727 557413_010    617  51.41667    5.141667   No 1800012.000        1800012
2728 558095_010    656  54.66667    5.466667   No   12000.000          12000
     lung drink          race_original    sex
1      No    No                   <NA> Female
2      No   Yes        White/Caucasian Female
3      No   Yes                   <NA>   Male
4      No   Yes        White/Caucasian   Male
5      No   Yes Black/African American   Male
6     Yes   Yes        White/Caucasian Female
7      No   Yes Black/African American   Male
8      No   Yes Black/African American   Male
9      No   Yes        White/Caucasian   Male
10     No   Yes                   <NA>   Male
11     No    No                   <NA> Female
12     No    No                   <NA> Female
13    Yes   Yes        White/Caucasian   Male
14     No    No Black/African American   Male
15     No   Yes Black/African American   Male
16     No    No        White/Caucasian   Male
17     No   Yes                   <NA>   Male
18     No   Yes        White/Caucasian   Male
19     No   Yes Black/African American Female
20     No   Yes Black/African American Female
21     No   Yes        White/Caucasian   Male
22     No   Yes                   <NA> Female
23     No    No                   <NA> Female
24     No   Yes        White/Caucasian Female
25     No   Yes                  Other Female
26     No   Yes        White/Caucasian   Male
27     No   Yes Black/African American Female
28     No   Yes        White/Caucasian Female
29     No   Yes        White/Caucasian   Male
30     No   Yes                   <NA> Female
31     No   Yes Black/African American   Male
32     No    No Black/African American   Male
33    Yes   Yes        White/Caucasian   Male
34     No    No        White/Caucasian Female
35     No   Yes Black/African American Female
36     No    No Black/African American   Male
37     No   Yes                  Other Female
38     No    No        White/Caucasian Female
39     No   Yes        White/Caucasian Female
40     No   Yes                  Other Female
41     No   Yes        White/Caucasian Female
42     No   Yes        White/Caucasian Female
43     No   Yes Black/African American Female
44     No   Yes                  Other Female
45     No    No        White/Caucasian Female
46     No    No        White/Caucasian Female
47    Yes    No                   <NA>   Male
48     No    No                  Other Female
49     No   Yes                   <NA> Female
50     No    No        White/Caucasian Female
51     No   Yes Black/African American   Male
52    Yes    No Black/African American Female
53    Yes   Yes        White/Caucasian Female
54     No   Yes                  Other   Male
55     No    No Black/African American Female
56    Yes   Yes        White/Caucasian Female
57     No    No Black/African American Female
58     No   Yes                   <NA> Female
59     No   Yes Black/African American Female
60     No   Yes        White/Caucasian   Male
61     No   Yes        White/Caucasian Female
62     No   Yes        White/Caucasian Female
63     No   Yes                   <NA> Female
64     No   Yes        White/Caucasian   Male
65     No   Yes Black/African American Female
66     No    No Black/African American Female
67     No   Yes Black/African American   Male
68     No    No Black/African American Female
69     No   Yes Black/African American Female
70    Yes   Yes Black/African American   Male
71     No    No Black/African American Female
72     No   Yes                   <NA>   Male
73    Yes   Yes        White/Caucasian Female
74     No   Yes        White/Caucasian Female
75     No   Yes        White/Caucasian   Male
76     No   Yes Black/African American Female
77     No   Yes        White/Caucasian Female
78     No    No Black/African American Female
79     No    No                   <NA> Female
80     No   Yes Black/African American Female
81     No    No                   <NA> Female
82     No   Yes        White/Caucasian Female
83     No    No Black/African American Female
84     No    No                  Other Female
85     No   Yes Black/African American Female
86     No    No                   <NA> Female
87     No   Yes Black/African American Female
88     No    No        White/Caucasian Female
89     No    No Black/African American Female
90    Yes   Yes        White/Caucasian   Male
91     No    No        White/Caucasian Female
92     No   Yes                   <NA> Female
93     No   Yes Black/African American   Male
94     No    No Black/African American   Male
95     No    No Black/African American Female
96    Yes    No Black/African American Female
97     No   Yes Black/African American Female
98    Yes   Yes Black/African American Female
99     No   Yes Black/African American   Male
100   Yes   Yes        White/Caucasian Female
101    No    No Black/African American Female
102    No   Yes                   <NA> Female
103    No    No                   <NA> Female
104    No    No Black/African American Female
105    No   Yes Black/African American   Male
106    No   Yes Black/African American Female
107    No   Yes                   <NA> Female
108    No    No Black/African American Female
109    No   Yes                   <NA>   Male
110   Yes    No Black/African American Female
111    No    No        White/Caucasian Female
112    No   Yes        White/Caucasian   Male
113    No   Yes        White/Caucasian Female
114    No   Yes                   <NA> Female
115    No    No Black/African American Female
116   Yes    No        White/Caucasian Female
117    No   Yes Black/African American   Male
118    No   Yes Black/African American Female
119    No   Yes Black/African American   Male
120    No   Yes                   <NA>   Male
121    No    No                   <NA> Female
122    No    No Black/African American   Male
123    No   Yes                   <NA> Female
124    No    No        White/Caucasian Female
125    No   Yes                  Other Female
126    No   Yes                   <NA> Female
127    No   Yes                  Other   Male
128    No    No                   <NA> Female
129    No   Yes Black/African American   Male
130    No   Yes        White/Caucasian Female
131    No   Yes Black/African American Female
132    No   Yes        White/Caucasian Female
133    No    No Black/African American Female
134    No   Yes        White/Caucasian   Male
135    No   Yes        White/Caucasian Female
136    No   Yes Black/African American Female
137    No   Yes                  Other   Male
138    No   Yes        White/Caucasian   Male
139    No    No        White/Caucasian Female
140    No   Yes        White/Caucasian Female
141    No   Yes        White/Caucasian Female
142    No    No Black/African American Female
143    No   Yes        White/Caucasian   Male
144    No   Yes Black/African American   Male
145   Yes   Yes Black/African American Female
146    No   Yes        White/Caucasian   Male
147    No    No Black/African American Female
148    No    No                   <NA> Female
149    No   Yes                   <NA>   Male
150    No   Yes Black/African American   Male
151    No    No Black/African American Female
152    No   Yes Black/African American   Male
153   Yes    No        White/Caucasian Female
154    No   Yes Black/African American Female
155    No   Yes Black/African American Female
156    No   Yes        White/Caucasian   Male
157    No   Yes        White/Caucasian   Male
158    No    No        White/Caucasian Female
159    No   Yes        White/Caucasian Female
160    No   Yes Black/African American Female
161    No   Yes        White/Caucasian   Male
162    No   Yes        White/Caucasian Female
163    No   Yes        White/Caucasian   Male
164    No   Yes Black/African American   Male
165    No   Yes        White/Caucasian Female
166    No   Yes        White/Caucasian   Male
167    No   Yes        White/Caucasian   Male
168    No   Yes        White/Caucasian   Male
169    No   Yes Black/African American   Male
170    No   Yes        White/Caucasian   Male
171    No   Yes        White/Caucasian   Male
172    No   Yes                   <NA> Female
173    No   Yes                   <NA> Female
174    No    No        White/Caucasian Female
175    No   Yes        White/Caucasian   Male
176    No   Yes                   <NA> Female
177    No   Yes        White/Caucasian Female
178    No   Yes        White/Caucasian Female
179    No    No                  Other Female
180    No   Yes        White/Caucasian   Male
181    No    No Black/African American Female
182   Yes   Yes        White/Caucasian Female
183    No    No        White/Caucasian Female
184    No    No Black/African American Female
185    No   Yes Black/African American Female
186    No   Yes Black/African American Female
187    No   Yes                  Other   Male
188    No   Yes                   <NA>   Male
189    No   Yes Black/African American Female
190    No   Yes        White/Caucasian   Male
191    No   Yes        White/Caucasian Female
192    No    No        White/Caucasian Female
193    No   Yes        White/Caucasian Female
194    No    No        White/Caucasian Female
195    No   Yes Black/African American Female
196   Yes   Yes Black/African American Female
197    No    No Black/African American   Male
198    No   Yes                   <NA> Female
199    No   Yes                   <NA> Female
200    No   Yes Black/African American Female
201    No   Yes                   <NA>   Male
202    No    No        White/Caucasian Female
203    No   Yes Black/African American   Male
204    No    No        White/Caucasian Female
205    No   Yes                  Other   Male
206    No    No Black/African American Female
207    No    No        White/Caucasian Female
208    No   Yes                   <NA>   Male
209    No    No        White/Caucasian   Male
210    No    No Black/African American Female
211    No   Yes        White/Caucasian   Male
212    No    No        White/Caucasian Female
213    No   Yes        White/Caucasian Female
214    No   Yes Black/African American Female
215    No   Yes                  Other   Male
216    No   Yes                   <NA> Female
217    No   Yes        White/Caucasian Female
218    No    No        White/Caucasian Female
219    No   Yes Black/African American   Male
220    No   Yes        White/Caucasian Female
221    No   Yes                  Other Female
222    No   Yes        White/Caucasian Female
223    No   Yes        White/Caucasian   Male
224    No    No Black/African American   Male
225    No   Yes                  Other   Male
226   Yes    No Black/African American   Male
227    No    No Black/African American Female
228   Yes   Yes                   <NA> Female
229    No   Yes Black/African American   Male
230    No    No        White/Caucasian Female
231   Yes    No Black/African American Female
232    No    No Black/African American Female
233    No   Yes Black/African American Female
234    No   Yes Black/African American Female
235    No    No        White/Caucasian Female
236    No   Yes                   <NA> Female
237    No   Yes        White/Caucasian Female
238    No   Yes                   <NA>   Male
239    No   Yes                  Other Female
240    No    No        White/Caucasian   Male
241    No   Yes Black/African American   Male
242    No   Yes Black/African American   Male
243    No    No Black/African American Female
244    No   Yes        White/Caucasian Female
245   Yes    No Black/African American   Male
246   Yes   Yes        White/Caucasian   Male
247    No   Yes Black/African American Female
248    No   Yes        White/Caucasian Female
249    No   Yes                   <NA>   Male
250    No   Yes                  Other Female
251    No   Yes Black/African American Female
252    No   Yes Black/African American Female
253    No   Yes Black/African American   Male
254    No   Yes        White/Caucasian   Male
255    No   Yes                  Other   Male
256    No   Yes Black/African American   Male
257    No   Yes Black/African American   Male
258    No   Yes        White/Caucasian Female
259    No   Yes        White/Caucasian Female
260    No   Yes Black/African American   Male
261    No   Yes                  Other Female
262    No   Yes Black/African American   Male
263    No   Yes        White/Caucasian   Male
264    No   Yes        White/Caucasian Female
265   Yes    No                   <NA> Female
266    No   Yes                   <NA> Female
267   Yes   Yes                   <NA>   Male
268    No    No        White/Caucasian Female
269    No   Yes Black/African American Female
270    No   Yes        White/Caucasian   Male
271    No   Yes Black/African American Female
272    No    No                  Other Female
273    No   Yes                  Other Female
274    No   Yes                   <NA> Female
275    No   Yes        White/Caucasian   Male
276    No    No                  Other Female
277    No    No Black/African American   Male
278    No   Yes                   <NA> Female
279    No    No                   <NA> Female
280    No   Yes Black/African American   Male
281    No   Yes Black/African American Female
282    No   Yes        White/Caucasian   Male
283   Yes   Yes        White/Caucasian Female
284    No   Yes Black/African American   Male
285    No   Yes                  Other Female
286    No   Yes        White/Caucasian   Male
287    No   Yes                   <NA> Female
288    No   Yes Black/African American Female
289    No    No                  Other Female
290   Yes   Yes                  Other Female
291    No   Yes                  Other Female
292    No   Yes                   <NA> Female
293    No   Yes Black/African American Female
294    No   Yes Black/African American   Male
295    No   Yes                   <NA> Female
296    No   Yes                  Other   Male
297    No    No        White/Caucasian   Male
298    No    No Black/African American   Male
299    No    No Black/African American   Male
300    No   Yes Black/African American Female
301    No   Yes        White/Caucasian Female
302    No    No Black/African American Female
303    No    No Black/African American Female
304    No   Yes Black/African American Female
305    No   Yes                  Other   Male
306    No    No Black/African American Female
307    No   Yes                  Other   Male
308    No   Yes Black/African American Female
309    No   Yes        White/Caucasian Female
310    No   Yes                  Other   Male
311    No    No Black/African American Female
312    No    No                  Other   Male
313   Yes    No Black/African American Female
314    No   Yes                   <NA>   Male
315    No    No        White/Caucasian   Male
316    No   Yes Black/African American   Male
317    No    No Black/African American Female
318    No    No                   <NA> Female
319    No    No        White/Caucasian Female
320    No   Yes        White/Caucasian   Male
321    No   Yes Black/African American   Male
322    No   Yes Black/African American Female
323    No   Yes                  Other   Male
324    No   Yes                   <NA>   Male
325    No    No        White/Caucasian Female
326    No    No                   <NA>   Male
327    No    No Black/African American Female
328    No   Yes        White/Caucasian Female
329    No   Yes        White/Caucasian   Male
330    No    No Black/African American Female
331    No   Yes                   <NA> Female
332   Yes    No Black/African American Female
333    No    No        White/Caucasian Female
334    No    No        White/Caucasian Female
335    No   Yes        White/Caucasian   Male
336    No   Yes Black/African American   Male
337    No    No Black/African American Female
338    No    No Black/African American Female
339    No   Yes        White/Caucasian   Male
340    No    No Black/African American Female
341    No   Yes                  Other Female
342    No   Yes Black/African American   Male
343    No    No Black/African American Female
344    No   Yes                   <NA> Female
345    No   Yes Black/African American Female
346    No   Yes        White/Caucasian Female
347    No   Yes Black/African American   Male
348    No   Yes                   <NA>   Male
349    No   Yes        White/Caucasian Female
350    No   Yes                  Other   Male
351    No    No        White/Caucasian Female
352    No    No Black/African American   Male
353    No   Yes        White/Caucasian Female
354    No   Yes                   <NA>   Male
355    No   Yes Black/African American Female
356    No   Yes        White/Caucasian Female
357    No    No Black/African American Female
358    No    No                   <NA>   Male
359    No   Yes Black/African American   Male
360    No   Yes        White/Caucasian   Male
361    No   Yes Black/African American Female
362    No    No        White/Caucasian   Male
363    No   Yes        White/Caucasian Female
364    No   Yes Black/African American   Male
365    No    No Black/African American Female
366    No    No                  Other Female
367    No   Yes                   <NA> Female
368    No   Yes        White/Caucasian   Male
369    No   Yes        White/Caucasian Female
370    No    No Black/African American   Male
371    No   Yes        White/Caucasian   Male
372    No    No Black/African American Female
373    No   Yes        White/Caucasian Female
374    No   Yes Black/African American   Male
375    No    No                  Other Female
376    No   Yes        White/Caucasian   Male
377    No   Yes                  Other   Male
378    No   Yes        White/Caucasian   Male
379    No    No        White/Caucasian Female
380    No   Yes Black/African American Female
381    No    No                   <NA> Female
382    No   Yes Black/African American Female
383    No   Yes        White/Caucasian Female
384    No    No                  Other   Male
385    No    No                  Other   Male
386    No    No        White/Caucasian Female
387    No   Yes        White/Caucasian   Male
388    No   Yes                   <NA> Female
389    No   Yes                  Other Female
390    No    No        White/Caucasian   Male
391    No   Yes        White/Caucasian Female
392    No   Yes Black/African American Female
393    No   Yes                  Other Female
394    No    No        White/Caucasian Female
395   Yes    No                  Other Female
396    No   Yes                  Other   Male
397    No   Yes Black/African American   Male
398    No   Yes                   <NA> Female
399    No    No                   <NA> Female
400    No    No        White/Caucasian   Male
401    No   Yes                  Other Female
402    No    No Black/African American Female
403   Yes    No        White/Caucasian Female
404    No   Yes                   <NA> Female
405    No   Yes Black/African American   Male
406    No    No Black/African American   Male
407    No    No                  Other Female
408    No    No                  Other Female
409    No   Yes                   <NA>   Male
410   Yes   Yes                  Other Female
411    No    No                  Other Female
412    No   Yes Black/African American Female
413    No    No                  Other   Male
414    No   Yes        White/Caucasian Female
415    No   Yes                   <NA>   Male
416    No    No Black/African American   Male
417    No    No Black/African American Female
418    No    No        White/Caucasian Female
419    No   Yes        White/Caucasian Female
420    No   Yes        White/Caucasian Female
421    No   Yes        White/Caucasian Female
422    No   Yes        White/Caucasian Female
423    No   Yes        White/Caucasian   Male
424    No   Yes        White/Caucasian Female
425    No   Yes                   <NA>   Male
426    No   Yes        White/Caucasian   Male
427    No   Yes                   <NA> Female
428    No    No        White/Caucasian Female
429    No   Yes                  Other Female
430    No   Yes        White/Caucasian Female
431    No    No Black/African American   Male
432    No   Yes Black/African American Female
433    No   Yes Black/African American Female
434   Yes   Yes        White/Caucasian Female
435    No   Yes        White/Caucasian Female
436    No    No                  Other Female
437    No   Yes Black/African American Female
438    No   Yes                  Other   Male
439    No   Yes        White/Caucasian Female
440    No   Yes                  Other Female
441    No   Yes                  Other Female
442    No   Yes                   <NA> Female
443    No   Yes                   <NA> Female
444   Yes   Yes Black/African American   Male
445    No    No Black/African American   Male
446   Yes   Yes Black/African American Female
447    No    No Black/African American Female
448    No   Yes                  Other Female
449    No   Yes        White/Caucasian Female
450    No   Yes        White/Caucasian   Male
451    No   Yes        White/Caucasian   Male
452    No    No        White/Caucasian Female
453    No   Yes Black/African American Female
454    No   Yes                  Other   Male
455    No   Yes Black/African American Female
456    No   Yes                  Other Female
457    No   Yes Black/African American   Male
458    No   Yes Black/African American Female
459    No   Yes        White/Caucasian   Male
460    No    No        White/Caucasian Female
461    No   Yes                   <NA> Female
462    No   Yes Black/African American Female
463    No   Yes        White/Caucasian Female
464    No    No Black/African American Female
465    No    No Black/African American Female
466    No   Yes        White/Caucasian Female
467    No   Yes        White/Caucasian Female
468    No   Yes        White/Caucasian Female
469    No   Yes        White/Caucasian   Male
470    No   Yes                  Other   Male
471    No   Yes Black/African American Female
472    No   Yes        White/Caucasian   Male
473    No   Yes        White/Caucasian Female
474    No   Yes Black/African American Female
475    No    No                  Other   Male
476    No   Yes        White/Caucasian   Male
477    No    No                  Other Female
478    No   Yes                  Other   Male
479    No    No Black/African American   Male
480    No   Yes        White/Caucasian Female
481    No   Yes        White/Caucasian Female
482    No   Yes                   <NA> Female
483    No   Yes        White/Caucasian   Male
484    No    No Black/African American   Male
485    No   Yes Black/African American   Male
486    No   Yes        White/Caucasian Female
487    No   Yes Black/African American   Male
488    No   Yes                   <NA>   Male
489    No   Yes Black/African American Female
490    No   Yes Black/African American   Male
491    No    No        White/Caucasian   Male
492   Yes    No                  Other Female
493    No   Yes        White/Caucasian Female
494    No    No Black/African American Female
495    No   Yes Black/African American   Male
496    No   Yes                   <NA>   Male
497    No   Yes        White/Caucasian Female
498    No   Yes Black/African American Female
499    No   Yes                  Other   Male
500    No   Yes Black/African American Female
501    No   Yes Black/African American Female
502    No   Yes                  Other Female
503    No    No Black/African American Female
504    No    No        White/Caucasian Female
505    No   Yes Black/African American Female
506    No    No                   <NA> Female
507    No   Yes                  Other   Male
508    No   Yes                  Other Female
509    No    No                  Other   Male
510    No   Yes Black/African American Female
511    No   Yes                   <NA>   Male
512    No    No                   <NA>   Male
513    No   Yes Black/African American Female
514    No   Yes Black/African American   Male
515    No   Yes                  Other Female
516    No    No Black/African American Female
517    No    No Black/African American Female
518    No    No        White/Caucasian   Male
519    No   Yes        White/Caucasian   Male
520    No   Yes                  Other Female
521    No   Yes Black/African American Female
522    No   Yes                  Other   Male
523    No    No Black/African American Female
524    No   Yes        White/Caucasian Female
525    No    No Black/African American Female
526    No   Yes        White/Caucasian   Male
527    No   Yes                   <NA> Female
528    No   Yes        White/Caucasian Female
529    No   Yes        White/Caucasian Female
530    No   Yes        White/Caucasian Female
531    No   Yes        White/Caucasian Female
532    No   Yes        White/Caucasian   Male
533    No    No Black/African American Female
534    No    No        White/Caucasian Female
535    No   Yes        White/Caucasian   Male
536    No    No        White/Caucasian Female
537    No    No                  Other   Male
538    No    No                  Other   Male
539    No   Yes        White/Caucasian   Male
540    No    No        White/Caucasian   Male
541    No   Yes                   <NA> Female
542    No   Yes Black/African American Female
543    No    No        White/Caucasian   Male
544    No    No                   <NA> Female
545    No   Yes                   <NA> Female
546    No    No        White/Caucasian   Male
547    No   Yes                  Other Female
548    No    No                   <NA>   Male
549    No   Yes Black/African American Female
550    No    No                   <NA>   Male
551    No    No        White/Caucasian Female
552    No    No Black/African American   Male
553    No   Yes                  Other   Male
554    No    No                   <NA> Female
555    No   Yes Black/African American Female
556    No    No                  Other Female
557    No    No        White/Caucasian Female
558    No   Yes Black/African American Female
559    No   Yes        White/Caucasian   Male
560    No    No        White/Caucasian Female
561    No   Yes Black/African American   Male
562    No   Yes Black/African American   Male
563    No   Yes        White/Caucasian Female
564    No   Yes        White/Caucasian   Male
565    No   Yes Black/African American Female
566    No   Yes Black/African American Female
567    No    No                   <NA> Female
568    No   Yes                  Other   Male
569   Yes    No                  Other Female
570    No    No        White/Caucasian Female
571    No    No                   <NA> Female
572   Yes    No        White/Caucasian Female
573    No   Yes        White/Caucasian   Male
574    No   Yes        White/Caucasian Female
575    No   Yes        White/Caucasian   Male
576    No   Yes                  Other   Male
577    No   Yes                   <NA>   Male
578    No    No        White/Caucasian Female
579    No    No        White/Caucasian   Male
580    No    No        White/Caucasian Female
581    No   Yes Black/African American Female
582    No   Yes Black/African American Female
583    No   Yes        White/Caucasian   Male
584    No   Yes Black/African American Female
585    No   Yes Black/African American   Male
586    No   Yes        White/Caucasian   Male
587    No    No                  Other   Male
588   Yes   Yes                   <NA> Female
589    No   Yes Black/African American   Male
590    No    No        White/Caucasian Female
591    No    No Black/African American   Male
592    No   Yes        White/Caucasian   Male
593    No   Yes        White/Caucasian Female
594    No    No Black/African American   Male
595    No   Yes                  Other   Male
596    No    No        White/Caucasian   Male
597    No    No Black/African American Female
598    No    No Black/African American   Male
599    No   Yes        White/Caucasian Female
600    No   Yes        White/Caucasian Female
601    No    No                   <NA> Female
602    No   Yes Black/African American   Male
603    No    No        White/Caucasian Female
604    No    No Black/African American Female
605    No    No        White/Caucasian   Male
606    No   Yes        White/Caucasian   Male
607    No    No Black/African American Female
608    No   Yes Black/African American Female
609    No   Yes                   <NA>   Male
610    No   Yes        White/Caucasian Female
611    No    No Black/African American Female
612    No    No Black/African American Female
613    No   Yes        White/Caucasian   Male
614    No    No Black/African American Female
615   Yes    No                   <NA>   Male
616    No   Yes                   <NA>   Male
617    No    No Black/African American   Male
618    No   Yes        White/Caucasian Female
619    No   Yes Black/African American   Male
620   Yes   Yes        White/Caucasian   Male
621    No   Yes Black/African American   Male
622    No   Yes        White/Caucasian   Male
623    No   Yes Black/African American   Male
624    No    No                   <NA>   Male
625    No   Yes        White/Caucasian   Male
626    No    No        White/Caucasian Female
627    No    No Black/African American Female
628    No   Yes                  Other   Male
629    No    No                   <NA>   Male
630    No   Yes                   <NA> Female
631    No    No Black/African American Female
632    No   Yes                   <NA> Female
633   Yes   Yes        White/Caucasian   Male
634    No   Yes        White/Caucasian   Male
635    No    No        White/Caucasian Female
636    No   Yes Black/African American Female
637    No   Yes        White/Caucasian Female
638    No   Yes        White/Caucasian   Male
639    No   Yes Black/African American   Male
640    No   Yes Black/African American   Male
641    No   Yes        White/Caucasian Female
642    No    No        White/Caucasian Female
643    No    No Black/African American   Male
644   Yes    No Black/African American Female
645    No    No                  Other   Male
646    No   Yes        White/Caucasian Female
647    No   Yes                  Other Female
648    No    No        White/Caucasian Female
649    No    No Black/African American Female
650    No   Yes        White/Caucasian   Male
651    No    No Black/African American Female
652    No   Yes        White/Caucasian Female
653    No   Yes        White/Caucasian   Male
654    No   Yes                  Other Female
655    No   Yes                   <NA> Female
656    No   Yes Black/African American Female
657    No   Yes        White/Caucasian   Male
658   Yes   Yes        White/Caucasian Female
659    No    No                  Other Female
660    No   Yes Black/African American Female
661    No   Yes Black/African American Female
662    No   Yes                   <NA> Female
663    No   Yes        White/Caucasian   Male
664    No   Yes        White/Caucasian Female
665    No   Yes Black/African American Female
666    No    No        White/Caucasian Female
667    No   Yes        White/Caucasian Female
668    No   Yes Black/African American Female
669    No    No                  Other Female
670    No    No Black/African American   Male
671    No   Yes                  Other Female
672    No   Yes Black/African American   Male
673    No   Yes                  Other   Male
674    No   Yes        White/Caucasian   Male
675    No   Yes Black/African American Female
676    No    No Black/African American   Male
677    No   Yes                  Other   Male
678    No   Yes        White/Caucasian   Male
679    No   Yes Black/African American   Male
680    No   Yes                   <NA>   Male
681    No   Yes        White/Caucasian   Male
682    No   Yes Black/African American Female
683    No   Yes Black/African American Female
684    No   Yes                  Other   Male
685    No   Yes        White/Caucasian   Male
686    No   Yes                   <NA> Female
687   Yes   Yes Black/African American Female
688    No   Yes                  Other   Male
689    No   Yes        White/Caucasian Female
690    No   Yes        White/Caucasian Female
691    No   Yes Black/African American   Male
692    No    No        White/Caucasian   Male
693    No   Yes        White/Caucasian Female
694    No    No        White/Caucasian Female
695    No   Yes        White/Caucasian Female
696    No   Yes        White/Caucasian Female
697    No   Yes Black/African American   Male
698    No    No                  Other Female
699    No   Yes Black/African American   Male
700    No    No Black/African American   Male
701    No   Yes Black/African American   Male
702    No   Yes                  Other   Male
703    No   Yes                  Other Female
704    No    No        White/Caucasian Female
705    No    No                   <NA> Female
706    No   Yes        White/Caucasian   Male
707    No   Yes        White/Caucasian Female
708    No    No Black/African American Female
709    No    No        White/Caucasian Female
710    No    No Black/African American   Male
711    No    No        White/Caucasian   Male
712    No    No                  Other   Male
713    No   Yes                   <NA>   Male
714    No   Yes        White/Caucasian Female
715    No   Yes                   <NA> Female
716    No   Yes                   <NA>   Male
717    No    No Black/African American Female
718    No    No        White/Caucasian   Male
719    No   Yes        White/Caucasian Female
720    No    No Black/African American Female
721    No   Yes        White/Caucasian Female
722   Yes   Yes        White/Caucasian   Male
723    No   Yes                   <NA>   Male
724    No   Yes Black/African American Female
725    No   Yes                   <NA> Female
726    No    No                  Other   Male
727   Yes    No Black/African American Female
728   Yes   Yes        White/Caucasian   Male
729    No   Yes        White/Caucasian Female
730    No   Yes        White/Caucasian Female
731    No    No        White/Caucasian   Male
732    No    No Black/African American Female
733    No    No                   <NA> Female
734    No   Yes Black/African American Female
735    No   Yes                  Other   Male
736    No   Yes        White/Caucasian Female
737    No   Yes                   <NA>   Male
738    No   Yes                  Other Female
739    No   Yes        White/Caucasian Female
740    No   Yes Black/African American   Male
741    No    No                   <NA>   Male
742    No   Yes                   <NA>   Male
743    No    No        White/Caucasian   Male
744    No   Yes                   <NA> Female
745    No   Yes Black/African American Female
746    No    No        White/Caucasian   Male
747    No   Yes        White/Caucasian Female
748    No   Yes Black/African American   Male
749    No    No                   <NA>   Male
750    No    No        White/Caucasian   Male
751    No   Yes                   <NA>   Male
752    No   Yes        White/Caucasian Female
753    No   Yes Black/African American Female
754    No   Yes Black/African American Female
755    No   Yes        White/Caucasian Female
756    No    No Black/African American Female
757    No   Yes        White/Caucasian Female
758    No   Yes Black/African American Female
759    No   Yes        White/Caucasian   Male
760    No   Yes Black/African American   Male
761    No   Yes                   <NA> Female
762    No   Yes        White/Caucasian Female
763    No   Yes        White/Caucasian   Male
764    No    No Black/African American   Male
765    No   Yes        White/Caucasian   Male
766    No    No                  Other   Male
767   Yes    No                   <NA> Female
768    No   Yes Black/African American Female
769    No   Yes Black/African American   Male
770    No   Yes                   <NA>   Male
771    No    No Black/African American Female
772    No   Yes                   <NA> Female
773    No   Yes                   <NA>   Male
774   Yes    No                   <NA>   Male
775    No    No                   <NA>   Male
776    No   Yes        White/Caucasian   Male
777    No    No                  Other Female
778    No   Yes                   <NA> Female
779    No   Yes Black/African American   Male
780    No   Yes                   <NA>   Male
781    No    No        White/Caucasian Female
782    No   Yes                  Other Female
783    No   Yes Black/African American   Male
784   Yes    No                   <NA> Female
785    No   Yes        White/Caucasian   Male
786    No    No Black/African American Female
787    No   Yes        White/Caucasian   Male
788    No   Yes        White/Caucasian   Male
789    No   Yes Black/African American Female
790    No    No Black/African American Female
791    No   Yes        White/Caucasian   Male
792   Yes   Yes Black/African American Female
793    No   Yes        White/Caucasian Female
794    No   Yes                   <NA> Female
795    No    No        White/Caucasian Female
796    No   Yes        White/Caucasian   Male
797    No   Yes        White/Caucasian   Male
798    No   Yes Black/African American Female
799    No   Yes        White/Caucasian   Male
800    No    No                   <NA>   Male
801   Yes   Yes        White/Caucasian Female
802    No   Yes Black/African American   Male
803    No    No                   <NA> Female
804    No   Yes Black/African American Female
805    No   Yes        White/Caucasian Female
806    No    No                   <NA> Female
807    No   Yes        White/Caucasian Female
808    No   Yes        White/Caucasian Female
809    No   Yes                  Other   Male
810    No    No        White/Caucasian   Male
811    No    No        White/Caucasian Female
812    No    No                   <NA> Female
813    No   Yes                   <NA> Female
814    No   Yes        White/Caucasian   Male
815    No   Yes                  Other Female
816   Yes   Yes        White/Caucasian   Male
817    No   Yes                   <NA>   Male
818    No   Yes Black/African American Female
819    No   Yes        White/Caucasian   Male
820    No    No                  Other Female
821    No   Yes Black/African American   Male
822    No   Yes        White/Caucasian Female
823    No   Yes                  Other   Male
824    No   Yes                  Other Female
825    No    No Black/African American Female
826    No    No                   <NA>   Male
827    No   Yes                  Other Female
828    No   Yes        White/Caucasian   Male
829    No   Yes        White/Caucasian Female
830    No   Yes        White/Caucasian Female
831    No    No        White/Caucasian Female
832    No    No                   <NA> Female
833    No   Yes                   <NA>   Male
834    No   Yes        White/Caucasian Female
835    No   Yes Black/African American Female
836    No   Yes        White/Caucasian   Male
837    No    No        White/Caucasian Female
838    No    No Black/African American Female
839    No   Yes Black/African American   Male
840    No    No        White/Caucasian Female
841    No   Yes Black/African American Female
842    No   Yes Black/African American   Male
843    No   Yes        White/Caucasian Female
844    No   Yes                  Other   Male
845    No   Yes                   <NA>   Male
846    No    No        White/Caucasian Female
847    No   Yes Black/African American   Male
848    No   Yes                  Other Female
849   Yes    No                   <NA>   Male
850    No   Yes                  Other   Male
851    No    No        White/Caucasian Female
852    No   Yes                  Other Female
853    No    No Black/African American Female
854    No    No                   <NA> Female
855   Yes   Yes                  Other Female
856    No    No                  Other Female
857    No   Yes                   <NA>   Male
858    No    No Black/African American   Male
859    No   Yes        White/Caucasian Female
860    No   Yes        White/Caucasian Female
861    No   Yes                  Other Female
862    No   Yes Black/African American   Male
863    No   Yes                  Other   Male
864    No    No        White/Caucasian Female
865    No   Yes                  Other Female
866    No   Yes        White/Caucasian Female
867    No   Yes                  Other   Male
868    No   Yes                  Other   Male
869    No   Yes                   <NA> Female
870   Yes    No        White/Caucasian Female
871    No   Yes        White/Caucasian Female
872    No   Yes                   <NA>   Male
873    No    No                  Other Female
874    No   Yes Black/African American Female
875    No   Yes Black/African American   Male
876    No    No                   <NA> Female
877    No   Yes                   <NA> Female
878    No   Yes        White/Caucasian   Male
879    No   Yes Black/African American Female
880    No   Yes        White/Caucasian Female
881    No   Yes                   <NA> Female
882    No   Yes Black/African American Female
883    No   Yes        White/Caucasian   Male
884    No    No                  Other   Male
885    No    No                  Other   Male
886    No    No Black/African American   Male
887    No   Yes        White/Caucasian Female
888    No   Yes Black/African American Female
889    No   Yes        White/Caucasian Female
890   Yes   Yes        White/Caucasian Female
891    No   Yes                  Other Female
892    No   Yes        White/Caucasian Female
893    No    No Black/African American Female
894    No   Yes        White/Caucasian Female
895    No   Yes                   <NA> Female
896    No    No Black/African American   Male
897    No    No                  Other Female
898    No   Yes Black/African American Female
899    No   Yes                  Other Female
900    No   Yes Black/African American Female
901    No    No                   <NA>   Male
902    No   Yes                   <NA> Female
903    No   Yes        White/Caucasian   Male
904    No    No        White/Caucasian Female
905    No   Yes                  Other Female
906    No   Yes        White/Caucasian   Male
907    No   Yes                  Other   Male
908    No    No Black/African American Female
909    No   Yes                   <NA> Female
910    No   Yes                   <NA> Female
911    No   Yes        White/Caucasian   Male
912    No   Yes Black/African American Female
913    No   Yes        White/Caucasian   Male
914    No   Yes                  Other Female
915    No    No                   <NA> Female
916    No   Yes Black/African American Female
917    No   Yes Black/African American Female
918    No   Yes Black/African American   Male
919    No   Yes        White/Caucasian   Male
920    No   Yes                  Other   Male
921    No   Yes Black/African American   Male
922    No   Yes                   <NA> Female
923    No   Yes        White/Caucasian   Male
924    No   Yes Black/African American   Male
925    No   Yes                   <NA>   Male
926    No    No        White/Caucasian Female
927    No   Yes                   <NA>   Male
928    No   Yes        White/Caucasian Female
929    No    No Black/African American Female
930    No    No        White/Caucasian Female
931    No   Yes        White/Caucasian Female
932    No   Yes Black/African American Female
933    No   Yes        White/Caucasian   Male
934    No   Yes        White/Caucasian   Male
935    No    No        White/Caucasian   Male
936    No    No Black/African American   Male
937    No    No        White/Caucasian Female
938    No   Yes                   <NA> Female
939    No    No        White/Caucasian Female
940    No   Yes Black/African American   Male
941    No   Yes Black/African American Female
942    No   Yes        White/Caucasian Female
943    No    No        White/Caucasian Female
944    No   Yes        White/Caucasian Female
945    No   Yes        White/Caucasian   Male
946    No   Yes        White/Caucasian   Male
947    No   Yes        White/Caucasian   Male
948    No   Yes Black/African American Female
949    No   Yes        White/Caucasian   Male
950    No   Yes Black/African American Female
951   Yes   Yes                  Other Female
952    No    No                   <NA>   Male
953    No    No Black/African American   Male
954    No   Yes        White/Caucasian Female
955    No    No        White/Caucasian   Male
956   Yes   Yes Black/African American   Male
957    No    No Black/African American Female
958    No    No Black/African American   Male
959    No    No Black/African American   Male
960    No   Yes                   <NA> Female
961    No   Yes                   <NA> Female
962    No   Yes        White/Caucasian Female
963    No   Yes        White/Caucasian   Male
964    No    No Black/African American Female
965    No    No        White/Caucasian Female
966    No   Yes        White/Caucasian   Male
967    No    No                   <NA>   Male
968    No   Yes        White/Caucasian Female
969    No    No                  Other   Male
970    No   Yes        White/Caucasian   Male
971    No   Yes                   <NA>   Male
972    No   Yes                   <NA> Female
973    No   Yes        White/Caucasian   Male
974    No   Yes Black/African American Female
975    No   Yes Black/African American   Male
976    No   Yes                   <NA>   Male
977    No   Yes Black/African American Female
978    No   Yes Black/African American   Male
979    No   Yes                  Other   Male
980    No   Yes        White/Caucasian Female
981    No    No Black/African American Female
982    No   Yes                   <NA> Female
983    No   Yes                   <NA> Female
984    No    No        White/Caucasian Female
985   Yes    No        White/Caucasian Female
986    No   Yes        White/Caucasian   Male
987    No   Yes                   <NA> Female
988    No    No        White/Caucasian Female
989    No   Yes Black/African American   Male
990    No   Yes        White/Caucasian   Male
991    No    No Black/African American Female
992    No   Yes Black/African American   Male
993    No   Yes        White/Caucasian Female
994    No   Yes        White/Caucasian Female
995    No   Yes                  Other   Male
996    No   Yes                   <NA> Female
997    No   Yes Black/African American Female
998    No    No        White/Caucasian Female
999    No   Yes        White/Caucasian Female
1000   No   Yes Black/African American Female
1001   No    No Black/African American Female
1002   No   Yes        White/Caucasian Female
1003   No   Yes Black/African American   Male
1004   No   Yes                  Other Female
1005   No    No Black/African American   Male
1006   No   Yes        White/Caucasian   Male
1007   No   Yes        White/Caucasian Female
1008   No    No Black/African American Female
1009   No   Yes        White/Caucasian Female
1010   No   Yes                  Other Female
1011   No   Yes Black/African American   Male
1012   No    No                  Other   Male
1013   No    No        White/Caucasian   Male
1014   No    No                   <NA>   Male
1015   No   Yes        White/Caucasian   Male
1016   No   Yes                  Other Female
1017   No   Yes        White/Caucasian   Male
1018   No   Yes Black/African American Female
1019   No   Yes Black/African American   Male
1020   No   Yes                   <NA>   Male
1021   No   Yes                  Other Female
1022   No   Yes        White/Caucasian Female
1023   No   Yes                   <NA>   Male
1024   No   Yes Black/African American Female
1025   No   Yes                   <NA>   Male
1026   No   Yes Black/African American   Male
1027   No    No                   <NA> Female
1028   No   Yes Black/African American Female
1029   No   Yes                  Other Female
1030   No   Yes Black/African American Female
1031   No   Yes        White/Caucasian   Male
1032   No   Yes        White/Caucasian Female
1033   No   Yes                   <NA>   Male
1034   No   Yes Black/African American Female
1035   No    No                  Other   Male
1036   No   Yes Black/African American   Male
1037   No   Yes Black/African American Female
1038   No   Yes Black/African American Female
1039   No   Yes        White/Caucasian Female
1040   No   Yes                   <NA> Female
1041   No    No        White/Caucasian Female
1042   No    No                  Other   Male
1043   No   Yes                   <NA> Female
1044   No   Yes                  Other   Male
1045   No    No        White/Caucasian Female
1046   No   Yes Black/African American   Male
1047   No    No Black/African American Female
1048   No   Yes        White/Caucasian   Male
1049   No   Yes        White/Caucasian   Male
1050   No   Yes        White/Caucasian   Male
1051   No   Yes        White/Caucasian Female
1052   No    No        White/Caucasian Female
1053   No    No                  Other Female
1054   No   Yes        White/Caucasian Female
1055   No   Yes        White/Caucasian   Male
1056  Yes    No        White/Caucasian Female
1057   No   Yes Black/African American Female
1058   No   Yes        White/Caucasian Female
1059  Yes    No        White/Caucasian Female
1060   No    No Black/African American Female
1061   No    No        White/Caucasian Female
1062   No   Yes Black/African American   Male
1063   No    No Black/African American Female
1064   No   Yes        White/Caucasian   Male
1065   No   Yes                   <NA>   Male
1066   No    No                  Other   Male
1067  Yes   Yes        White/Caucasian   Male
1068   No    No Black/African American Female
1069   No   Yes                   <NA> Female
1070   No   Yes        White/Caucasian Female
1071  Yes    No        White/Caucasian Female
1072   No   Yes                   <NA> Female
1073   No   Yes Black/African American   Male
1074  Yes   Yes        White/Caucasian Female
1075   No   Yes                  Other   Male
1076   No   Yes Black/African American Female
1077   No   Yes        White/Caucasian   Male
1078   No   Yes Black/African American Female
1079   No   Yes Black/African American   Male
1080   No    No Black/African American Female
1081   No   Yes                  Other Female
1082   No   Yes Black/African American   Male
1083   No    No Black/African American Female
1084   No   Yes                  Other Female
1085   No    No Black/African American Female
1086   No   Yes        White/Caucasian   Male
1087   No    No Black/African American Female
1088   No   Yes        White/Caucasian Female
1089   No   Yes Black/African American   Male
1090   No    No                  Other   Male
1091   No    No        White/Caucasian   Male
1092   No   Yes        White/Caucasian Female
1093   No    No                   <NA>   Male
1094   No    No Black/African American Female
1095   No   Yes        White/Caucasian Female
1096   No    No        White/Caucasian   Male
1097  Yes   Yes        White/Caucasian   Male
1098   No   Yes Black/African American Female
1099   No   Yes        White/Caucasian   Male
1100   No   Yes        White/Caucasian   Male
1101   No   Yes        White/Caucasian   Male
1102   No   Yes        White/Caucasian Female
1103   No   Yes        White/Caucasian   Male
1104   No   Yes                  Other   Male
1105   No    No Black/African American Female
1106   No   Yes                   <NA> Female
1107  Yes   Yes                   <NA> Female
1108   No    No        White/Caucasian Female
1109   No   Yes                   <NA> Female
1110   No    No        White/Caucasian Female
1111   No    No Black/African American Female
1112   No   Yes        White/Caucasian   Male
1113   No   Yes                  Other Female
1114  Yes   Yes        White/Caucasian   Male
1115   No   Yes        White/Caucasian   Male
1116   No   Yes                   <NA> Female
1117   No   Yes        White/Caucasian Female
1118   No   Yes                  Other Female
1119   No   Yes        White/Caucasian   Male
1120   No   Yes        White/Caucasian   Male
1121   No   Yes        White/Caucasian   Male
1122   No   Yes                   <NA>   Male
1123   No   Yes        White/Caucasian   Male
1124   No   Yes        White/Caucasian   Male
1125   No   Yes                   <NA> Female
1126  Yes    No Black/African American Female
1127   No   Yes        White/Caucasian Female
1128   No   Yes        White/Caucasian   Male
1129   No   Yes                   <NA>   Male
1130   No   Yes                  Other Female
1131   No    No        White/Caucasian Female
1132   No    No        White/Caucasian Female
1133   No   Yes        White/Caucasian Female
1134   No   Yes        White/Caucasian Female
1135   No   Yes        White/Caucasian   Male
1136   No    No        White/Caucasian Female
1137   No   Yes                   <NA>   Male
1138   No   Yes                  Other Female
1139   No   Yes                   <NA>   Male
1140   No   Yes                   <NA> Female
1141   No   Yes Black/African American Female
1142   No    No Black/African American Female
1143   No   Yes        White/Caucasian Female
1144   No   Yes Black/African American Female
1145   No   Yes                   <NA> Female
1146   No   Yes        White/Caucasian   Male
1147   No    No        White/Caucasian   Male
1148   No   Yes        White/Caucasian   Male
1149   No    No                   <NA> Female
1150   No    No                   <NA>   Male
1151   No    No        White/Caucasian Female
1152   No   Yes Black/African American Female
1153   No   Yes Black/African American Female
1154   No   Yes        White/Caucasian   Male
1155   No   Yes Black/African American   Male
1156   No    No Black/African American Female
1157   No    No Black/African American Female
1158   No   Yes Black/African American Female
1159   No   Yes Black/African American Female
1160   No   Yes        White/Caucasian   Male
1161   No   Yes Black/African American Female
1162   No   Yes                   <NA> Female
1163   No   Yes                  Other   Male
1164   No   Yes Black/African American Female
1165   No   Yes        White/Caucasian   Male
1166   No   Yes        White/Caucasian Female
1167   No   Yes        White/Caucasian   Male
1168   No   Yes        White/Caucasian   Male
1169   No   Yes        White/Caucasian   Male
1170   No   Yes        White/Caucasian Female
1171   No    No                   <NA> Female
1172   No   Yes                  Other   Male
1173   No   Yes                   <NA>   Male
1174   No   Yes Black/African American   Male
1175   No    No        White/Caucasian Female
1176   No    No Black/African American Female
1177   No   Yes        White/Caucasian   Male
1178   No   Yes        White/Caucasian   Male
1179   No    No                   <NA> Female
1180   No   Yes        White/Caucasian   Male
1181   No   Yes                   <NA> Female
1182   No   Yes Black/African American Female
1183   No    No Black/African American Female
1184   No   Yes                   <NA>   Male
1185   No    No                   <NA> Female
1186   No   Yes Black/African American Female
1187   No    No        White/Caucasian   Male
1188   No   Yes        White/Caucasian   Male
1189   No   Yes        White/Caucasian   Male
1190   No   Yes                   <NA>   Male
1191   No    No                  Other   Male
1192   No   Yes Black/African American Female
1193   No    No Black/African American   Male
1194   No    No Black/African American Female
1195   No   Yes        White/Caucasian   Male
1196   No   Yes Black/African American Female
1197   No   Yes                   <NA> Female
1198   No    No        White/Caucasian Female
1199   No   Yes Black/African American   Male
1200   No   Yes        White/Caucasian Female
1201   No    No Black/African American Female
1202   No   Yes        White/Caucasian   Male
1203   No    No        White/Caucasian Female
1204   No   Yes Black/African American Female
1205   No    No                   <NA> Female
1206   No   Yes                   <NA>   Male
1207   No   Yes Black/African American Female
1208   No   Yes                   <NA>   Male
1209   No   Yes        White/Caucasian   Male
1210   No   Yes        White/Caucasian   Male
1211   No    No Black/African American Female
1212   No   Yes Black/African American Female
1213   No   Yes        White/Caucasian   Male
1214   No   Yes                   <NA> Female
1215   No    No Black/African American   Male
1216   No   Yes Black/African American Female
1217   No    No                  Other   Male
1218   No   Yes Black/African American   Male
1219   No   Yes                   <NA> Female
1220   No   Yes        White/Caucasian   Male
1221   No   Yes                   <NA>   Male
1222   No    No                   <NA>   Male
1223   No   Yes        White/Caucasian   Male
1224   No   Yes                   <NA>   Male
1225  Yes   Yes Black/African American   Male
1226  Yes    No                  Other Female
1227   No   Yes        White/Caucasian   Male
1228   No   Yes Black/African American Female
1229   No   Yes        White/Caucasian   Male
1230   No   Yes        White/Caucasian   Male
1231   No    No Black/African American   Male
1232   No   Yes Black/African American Female
1233   No    No Black/African American Female
1234  Yes    No                  Other Female
1235  Yes    No Black/African American Female
1236   No    No        White/Caucasian Female
1237   No   Yes                  Other   Male
1238   No   Yes                   <NA>   Male
1239   No   Yes        White/Caucasian   Male
1240   No    No        White/Caucasian Female
1241   No   Yes        White/Caucasian   Male
1242   No    No Black/African American   Male
1243   No    No Black/African American   Male
1244   No   Yes        White/Caucasian Female
1245   No    No        White/Caucasian Female
1246   No   Yes Black/African American Female
1247   No   Yes Black/African American Female
1248   No   Yes        White/Caucasian   Male
1249   No   Yes                  Other   Male
1250   No    No                   <NA>   Male
1251  Yes   Yes        White/Caucasian Female
1252   No    No        White/Caucasian Female
1253   No   Yes                   <NA>   Male
1254   No    No Black/African American   Male
1255   No   Yes                   <NA> Female
1256   No   Yes Black/African American   Male
1257   No   Yes        White/Caucasian Female
1258   No    No Black/African American   Male
1259   No   Yes        White/Caucasian Female
1260   No    No        White/Caucasian Female
1261   No   Yes Black/African American Female
1262   No   Yes                  Other Female
1263   No   Yes                  Other   Male
1264   No   Yes                   <NA>   Male
1265   No    No Black/African American Female
1266   No   Yes                   <NA> Female
1267   No   Yes        White/Caucasian Female
1268   No   Yes        White/Caucasian   Male
1269   No    No                  Other Female
1270   No   Yes        White/Caucasian   Male
1271   No   Yes                   <NA> Female
1272   No    No                   <NA>   Male
1273   No   Yes                  Other   Male
1274   No   Yes Black/African American   Male
1275   No   Yes Black/African American   Male
1276   No   Yes                   <NA>   Male
1277   No   Yes                   <NA> Female
1278   No    No Black/African American   Male
1279   No   Yes Black/African American   Male
1280   No    No Black/African American Female
1281   No    No        White/Caucasian Female
1282   No   Yes        White/Caucasian Female
1283   No   Yes        White/Caucasian Female
1284   No   Yes                   <NA> Female
1285   No   Yes                   <NA> Female
1286   No   Yes Black/African American Female
1287   No   Yes        White/Caucasian   Male
1288   No   Yes Black/African American Female
1289   No   Yes Black/African American   Male
1290   No   Yes                  Other Female
1291   No   Yes        White/Caucasian Female
1292   No   Yes                   <NA> Female
1293   No   Yes Black/African American   Male
1294   No    No        White/Caucasian   Male
1295   No   Yes Black/African American Female
1296   No    No        White/Caucasian   Male
1297   No    No Black/African American Female
1298   No   Yes        White/Caucasian   Male
1299   No   Yes        White/Caucasian   Male
1300   No   Yes                  Other   Male
1301   No   Yes Black/African American   Male
1302   No    No                  Other Female
1303   No   Yes Black/African American Female
1304   No   Yes        White/Caucasian Female
1305   No    No                  Other Female
1306   No   Yes                   <NA>   Male
1307   No   Yes        White/Caucasian   Male
1308   No   Yes        White/Caucasian Female
1309   No   Yes                   <NA> Female
1310   No   Yes        White/Caucasian Female
1311   No   Yes                   <NA> Female
1312   No   Yes Black/African American   Male
1313   No    No Black/African American   Male
1314   No   Yes                  Other   Male
1315   No    No        White/Caucasian Female
1316   No   Yes        White/Caucasian Female
1317   No   Yes Black/African American   Male
1318   No   Yes Black/African American Female
1319   No   Yes                  Other Female
1320   No   Yes Black/African American   Male
1321   No   Yes                  Other   Male
1322   No    No Black/African American Female
1323   No   Yes                   <NA> Female
1324   No   Yes        White/Caucasian   Male
1325   No   Yes                   <NA> Female
1326   No   Yes        White/Caucasian Female
1327   No   Yes        White/Caucasian Female
1328   No   Yes                  Other Female
1329   No   Yes        White/Caucasian Female
1330   No   Yes Black/African American Female
1331   No   Yes                  Other   Male
1332   No   Yes        White/Caucasian Female
1333   No    No        White/Caucasian Female
1334   No    No Black/African American Female
1335   No   Yes                   <NA> Female
1336   No   Yes                   <NA> Female
1337   No   Yes Black/African American Female
1338   No   Yes        White/Caucasian Female
1339   No    No                  Other   Male
1340   No   Yes Black/African American   Male
1341   No   Yes        White/Caucasian   Male
1342   No   Yes        White/Caucasian   Male
1343   No    No                   <NA> Female
1344   No   Yes Black/African American Female
1345   No   Yes Black/African American   Male
1346   No    No Black/African American   Male
1347   No   Yes Black/African American Female
1348   No   Yes                   <NA>   Male
1349   No    No Black/African American Female
1350   No   Yes        White/Caucasian Female
1351   No   Yes                   <NA>   Male
1352   No    No                   <NA> Female
1353   No    No        White/Caucasian   Male
1354   No   Yes                  Other Female
1355  Yes    No Black/African American   Male
1356  Yes    No Black/African American   Male
1357   No   Yes        White/Caucasian Female
1358   No    No Black/African American   Male
1359   No   Yes                  Other Female
1360   No   Yes Black/African American Female
1361   No   Yes        White/Caucasian   Male
1362   No    No Black/African American Female
1363   No   Yes        White/Caucasian Female
1364   No   Yes                  Other Female
1365   No   Yes                   <NA> Female
1366   No    No        White/Caucasian Female
1367   No   Yes Black/African American Female
1368   No   Yes        White/Caucasian Female
1369   No   Yes Black/African American Female
1370   No    No                   <NA> Female
1371   No   Yes                   <NA>   Male
1372   No    No        White/Caucasian Female
1373   No    No                   <NA>   Male
1374   No    No                  Other Female
1375   No   Yes                   <NA> Female
1376   No   Yes Black/African American Female
1377   No   Yes Black/African American Female
1378   No   Yes Black/African American Female
1379   No    No                   <NA>   Male
1380   No   Yes                   <NA> Female
1381  Yes   Yes        White/Caucasian Female
1382   No   Yes Black/African American Female
1383   No    No        White/Caucasian   Male
1384   No   Yes        White/Caucasian Female
1385   No   Yes                   <NA> Female
1386   No   Yes                  Other Female
1387   No   Yes        White/Caucasian   Male
1388   No   Yes Black/African American   Male
1389   No   Yes                  Other   Male
1390   No   Yes        White/Caucasian Female
1391   No    No Black/African American Female
1392   No   Yes                   <NA>   Male
1393   No    No                   <NA> Female
1394   No   Yes Black/African American Female
1395   No   Yes Black/African American Female
1396   No    No        White/Caucasian Female
1397   No   Yes        White/Caucasian Female
1398   No   Yes        White/Caucasian   Male
1399   No   Yes        White/Caucasian Female
1400   No   Yes        White/Caucasian   Male
1401   No    No        White/Caucasian Female
1402   No   Yes Black/African American   Male
1403   No   Yes        White/Caucasian Female
1404   No   Yes        White/Caucasian   Male
1405   No   Yes                  Other Female
1406   No   Yes                   <NA> Female
1407   No    No                   <NA>   Male
1408   No    No        White/Caucasian Female
1409   No   Yes        White/Caucasian   Male
1410   No   Yes                   <NA>   Male
1411   No   Yes                   <NA> Female
1412   No   Yes Black/African American   Male
1413   No    No                  Other   Male
1414   No   Yes                  Other   Male
1415   No   Yes                  Other   Male
1416   No   Yes        White/Caucasian Female
1417   No   Yes Black/African American Female
1418   No   Yes                  Other Female
1419   No    No        White/Caucasian Female
1420   No   Yes                  Other   Male
1421  Yes   Yes        White/Caucasian   Male
1422   No   Yes                   <NA>   Male
1423   No   Yes        White/Caucasian Female
1424   No   Yes Black/African American   Male
1425   No   Yes        White/Caucasian Female
1426   No    No                   <NA>   Male
1427   No    No                  Other Female
1428   No    No Black/African American   Male
1429   No    No Black/African American   Male
1430   No    No        White/Caucasian Female
1431   No   Yes        White/Caucasian Female
1432   No   Yes                  Other Female
1433   No   Yes        White/Caucasian   Male
1434  Yes   Yes        White/Caucasian Female
1435   No   Yes Black/African American Female
1436   No   Yes        White/Caucasian Female
1437   No   Yes        White/Caucasian   Male
1438   No   Yes        White/Caucasian   Male
1439   No    No Black/African American Female
1440   No    No Black/African American Female
1441   No   Yes                   <NA>   Male
1442   No    No        White/Caucasian   Male
1443   No    No Black/African American Female
1444   No    No        White/Caucasian   Male
1445   No   Yes Black/African American   Male
1446   No   Yes        White/Caucasian   Male
1447   No   Yes        White/Caucasian   Male
1448   No    No                   <NA>   Male
1449   No   Yes        White/Caucasian Female
1450   No    No        White/Caucasian Female
1451   No   Yes                   <NA> Female
1452   No    No                   <NA>   Male
1453  Yes   Yes                  Other Female
1454   No    No Black/African American Female
1455   No   Yes        White/Caucasian Female
1456   No   Yes Black/African American   Male
1457   No   Yes        White/Caucasian   Male
1458   No   Yes        White/Caucasian Female
1459   No   Yes        White/Caucasian Female
1460   No   Yes                   <NA>   Male
1461   No   Yes        White/Caucasian   Male
1462   No   Yes Black/African American   Male
1463   No   Yes Black/African American Female
1464   No    No                   <NA> Female
1465   No   Yes                   <NA> Female
1466   No   Yes Black/African American Female
1467   No    No                   <NA> Female
1468   No   Yes        White/Caucasian Female
1469   No   Yes        White/Caucasian   Male
1470  Yes   Yes                  Other   Male
1471   No   Yes        White/Caucasian Female
1472   No    No Black/African American Female
1473   No   Yes Black/African American   Male
1474   No   Yes                   <NA> Female
1475   No   Yes Black/African American Female
1476   No   Yes Black/African American   Male
1477   No    No                   <NA>   Male
1478  Yes   Yes                  Other Female
1479   No    No Black/African American Female
1480   No   Yes                   <NA> Female
1481   No    No                   <NA> Female
1482   No   Yes Black/African American   Male
1483  Yes   Yes                   <NA> Female
1484   No    No Black/African American   Male
1485   No   Yes                  Other Female
1486   No    No                   <NA>   Male
1487   No   Yes                   <NA> Female
1488   No   Yes        White/Caucasian Female
1489   No   Yes                   <NA>   Male
1490   No   Yes                   <NA> Female
1491  Yes   Yes        White/Caucasian   Male
1492   No    No                  Other   Male
1493   No   Yes        White/Caucasian   Male
1494   No   Yes Black/African American Female
1495   No    No Black/African American Female
1496   No   Yes Black/African American   Male
1497   No   Yes                   <NA> Female
1498   No    No                   <NA> Female
1499  Yes    No                   <NA>   Male
1500   No   Yes                   <NA> Female
1501   No   Yes Black/African American   Male
1502   No   Yes        White/Caucasian Female
1503   No   Yes        White/Caucasian   Male
1504   No   Yes        White/Caucasian   Male
1505   No   Yes Black/African American Female
1506   No   Yes Black/African American Female
1507   No   Yes                  Other Female
1508   No   Yes        White/Caucasian   Male
1509   No    No                   <NA>   Male
1510   No   Yes        White/Caucasian Female
1511   No    No Black/African American   Male
1512   No   Yes        White/Caucasian   Male
1513   No   Yes Black/African American   Male
1514  Yes    No        White/Caucasian Female
1515   No   Yes Black/African American Female
1516  Yes   Yes                   <NA> Female
1517   No   Yes                  Other   Male
1518   No   Yes                   <NA> Female
1519   No   Yes                  Other Female
1520   No    No Black/African American   Male
1521   No    No Black/African American   Male
1522   No    No Black/African American   Male
1523  Yes    No Black/African American Female
1524   No   Yes Black/African American   Male
1525   No   Yes                   <NA>   Male
1526   No   Yes Black/African American   Male
1527   No   Yes Black/African American   Male
1528   No   Yes Black/African American Female
1529   No   Yes        White/Caucasian Female
1530   No   Yes        White/Caucasian Female
1531   No    No        White/Caucasian Female
1532   No    No Black/African American Female
1533   No   Yes Black/African American   Male
1534   No    No                   <NA> Female
1535   No   Yes Black/African American Female
1536   No   Yes                  Other   Male
1537  Yes   Yes        White/Caucasian   Male
1538   No    No                   <NA> Female
1539   No   Yes Black/African American Female
1540   No    No                  Other Female
1541   No   Yes        White/Caucasian   Male
1542   No    No        White/Caucasian   Male
1543   No   Yes        White/Caucasian   Male
1544   No   Yes        White/Caucasian Female
1545   No    No        White/Caucasian Female
1546   No   Yes        White/Caucasian Female
1547   No   Yes Black/African American   Male
1548   No    No Black/African American Female
1549   No   Yes        White/Caucasian   Male
1550   No   Yes                   <NA> Female
1551   No   Yes                  Other   Male
1552   No   Yes Black/African American Female
1553   No   Yes                  Other   Male
1554   No   Yes        White/Caucasian   Male
1555   No   Yes                   <NA>   Male
1556   No   Yes        White/Caucasian Female
1557   No    No                   <NA> Female
1558   No   Yes                   <NA> Female
1559   No   Yes        White/Caucasian   Male
1560   No    No Black/African American   Male
1561   No   Yes        White/Caucasian   Male
1562   No   Yes Black/African American Female
1563  Yes   Yes Black/African American Female
1564   No   Yes Black/African American Female
1565   No    No Black/African American Female
1566   No   Yes                  Other   Male
1567   No    No                  Other Female
1568   No   Yes        White/Caucasian Female
1569   No   Yes        White/Caucasian   Male
1570   No    No        White/Caucasian Female
1571   No   Yes                   <NA> Female
1572   No   Yes        White/Caucasian Female
1573   No   Yes        White/Caucasian   Male
1574   No    No                   <NA> Female
1575   No   Yes                   <NA>   Male
1576   No   Yes Black/African American   Male
1577   No   Yes Black/African American Female
1578   No   Yes                   <NA> Female
1579  Yes    No        White/Caucasian Female
1580   No   Yes Black/African American   Male
1581   No   Yes        White/Caucasian Female
1582   No    No Black/African American Female
1583   No    No        White/Caucasian Female
1584   No    No Black/African American   Male
1585   No    No        White/Caucasian Female
1586   No   Yes        White/Caucasian   Male
1587   No   Yes        White/Caucasian Female
1588   No   Yes                   <NA>   Male
1589   No   Yes        White/Caucasian Female
1590   No    No        White/Caucasian Female
1591   No    No Black/African American Female
1592   No    No        White/Caucasian Female
1593   No   Yes                   <NA> Female
1594   No   Yes Black/African American   Male
1595   No   Yes Black/African American   Male
1596   No    No                  Other Female
1597   No   Yes        White/Caucasian Female
1598   No   Yes        White/Caucasian Female
1599   No   Yes        White/Caucasian Female
1600   No   Yes Black/African American   Male
1601   No    No                  Other Female
1602   No    No Black/African American   Male
1603   No   Yes        White/Caucasian Female
1604   No   Yes        White/Caucasian   Male
1605   No    No        White/Caucasian   Male
1606   No    No Black/African American Female
1607   No   Yes Black/African American   Male
1608   No   Yes                   <NA>   Male
1609   No   Yes        White/Caucasian   Male
1610  Yes    No                  Other Female
1611   No   Yes        White/Caucasian   Male
1612   No   Yes        White/Caucasian   Male
1613   No   Yes                  Other Female
1614   No   Yes                   <NA>   Male
1615   No   Yes                   <NA> Female
1616   No   Yes                   <NA> Female
1617   No   Yes        White/Caucasian   Male
1618   No   Yes                   <NA>   Male
1619  Yes   Yes        White/Caucasian Female
1620   No    No                   <NA> Female
1621   No    No        White/Caucasian   Male
1622   No   Yes Black/African American Female
1623   No   Yes                   <NA> Female
1624  Yes    No        White/Caucasian Female
1625   No    No Black/African American Female
1626   No    No        White/Caucasian   Male
1627   No   Yes Black/African American Female
1628   No   Yes        White/Caucasian   Male
1629   No    No                  Other   Male
1630   No   Yes Black/African American Female
1631   No   Yes        White/Caucasian   Male
1632   No   Yes        White/Caucasian Female
1633   No   Yes                   <NA>   Male
1634   No    No Black/African American   Male
1635   No   Yes Black/African American   Male
1636   No   Yes                   <NA> Female
1637   No   Yes Black/African American   Male
1638   No   Yes        White/Caucasian Female
1639   No    No                   <NA> Female
1640   No    No                  Other   Male
1641   No   Yes Black/African American Female
1642   No    No Black/African American Female
1643   No   Yes Black/African American   Male
1644   No   Yes                  Other   Male
1645   No   Yes                   <NA>   Male
1646   No   Yes        White/Caucasian Female
1647   No   Yes Black/African American   Male
1648   No    No        White/Caucasian Female
1649   No   Yes                   <NA> Female
1650   No   Yes                   <NA> Female
1651   No   Yes        White/Caucasian Female
1652   No    No Black/African American   Male
1653   No    No                   <NA>   Male
1654   No   Yes Black/African American   Male
1655   No   Yes Black/African American Female
1656   No    No        White/Caucasian   Male
1657   No   Yes                  Other   Male
1658   No   Yes                   <NA> Female
1659   No   Yes        White/Caucasian Female
1660   No   Yes        White/Caucasian Female
1661   No    No        White/Caucasian Female
1662   No   Yes        White/Caucasian   Male
1663   No    No                   <NA>   Male
1664   No    No                   <NA> Female
1665   No   Yes Black/African American   Male
1666   No   Yes        White/Caucasian Female
1667   No   Yes Black/African American   Male
1668   No   Yes        White/Caucasian   Male
1669   No   Yes                  Other   Male
1670   No   Yes                   <NA> Female
1671   No   Yes                  Other Female
1672   No   Yes                  Other   Male
1673   No   Yes                   <NA> Female
1674   No   Yes Black/African American   Male
1675   No   Yes                   <NA>   Male
1676   No    No                  Other Female
1677  Yes   Yes Black/African American   Male
1678   No   Yes                   <NA>   Male
1679   No   Yes        White/Caucasian   Male
1680  Yes   Yes Black/African American   Male
1681   No    No        White/Caucasian   Male
1682   No   Yes        White/Caucasian Female
1683   No   Yes                  Other   Male
1684  Yes    No                   <NA>   Male
1685   No   Yes Black/African American   Male
1686   No   Yes                   <NA> Female
1687   No    No                   <NA>   Male
1688   No   Yes                  Other Female
1689   No   Yes                   <NA> Female
1690   No   Yes Black/African American   Male
1691   No   Yes                   <NA>   Male
1692   No   Yes Black/African American Female
1693   No    No        White/Caucasian   Male
1694   No    No        White/Caucasian   Male
1695   No    No                   <NA> Female
1696   No    No                  Other   Male
1697   No    No        White/Caucasian   Male
1698   No   Yes                   <NA>   Male
1699   No   Yes Black/African American Female
1700   No    No        White/Caucasian   Male
1701   No   Yes                   <NA> Female
1702   No    No                   <NA> Female
1703   No   Yes Black/African American   Male
1704   No    No        White/Caucasian Female
1705   No   Yes                  Other   Male
1706   No   Yes                  Other   Male
1707   No   Yes Black/African American   Male
1708   No   Yes        White/Caucasian Female
1709   No   Yes        White/Caucasian   Male
1710  Yes   Yes        White/Caucasian Female
1711   No   Yes        White/Caucasian   Male
1712   No    No                  Other Female
1713  Yes   Yes Black/African American Female
1714   No   Yes Black/African American Female
1715   No    No        White/Caucasian Female
1716   No    No                  Other Female
1717   No    No Black/African American Female
1718   No    No Black/African American Female
1719   No   Yes        White/Caucasian Female
1720   No   Yes        White/Caucasian   Male
1721   No    No        White/Caucasian   Male
1722   No    No        White/Caucasian Female
1723   No   Yes Black/African American Female
1724   No   Yes        White/Caucasian Female
1725   No   Yes        White/Caucasian   Male
1726   No    No Black/African American Female
1727  Yes    No        White/Caucasian Female
1728   No    No                  Other   Male
1729   No   Yes Black/African American Female
1730   No   Yes Black/African American Female
1731   No   Yes Black/African American Female
1732   No   Yes        White/Caucasian   Male
1733   No   Yes        White/Caucasian   Male
1734   No   Yes        White/Caucasian Female
1735   No   Yes                  Other Female
1736  Yes   Yes Black/African American   Male
1737   No   Yes                   <NA> Female
1738   No    No Black/African American   Male
1739  Yes   Yes        White/Caucasian   Male
1740   No    No                  Other   Male
1741   No    No Black/African American   Male
1742   No   Yes        White/Caucasian Female
1743   No   Yes        White/Caucasian   Male
1744   No    No        White/Caucasian Female
1745   No   Yes        White/Caucasian   Male
1746   No   Yes Black/African American   Male
1747   No   Yes        White/Caucasian Female
1748   No   Yes Black/African American   Male
1749   No    No        White/Caucasian Female
1750   No    No Black/African American   Male
1751  Yes   Yes                   <NA>   Male
1752   No   Yes        White/Caucasian Female
1753   No   Yes        White/Caucasian Female
1754  Yes   Yes                  Other Female
1755   No    No                   <NA>   Male
1756   No    No        White/Caucasian Female
1757   No   Yes        White/Caucasian   Male
1758  Yes    No        White/Caucasian Female
1759   No   Yes        White/Caucasian Female
1760   No   Yes Black/African American Female
1761   No   Yes        White/Caucasian   Male
1762   No   Yes Black/African American Female
1763   No   Yes        White/Caucasian Female
1764   No    No        White/Caucasian Female
1765   No    No Black/African American Female
1766   No   Yes Black/African American   Male
1767   No   Yes                   <NA>   Male
1768   No    No        White/Caucasian Female
1769   No   Yes                  Other   Male
1770   No   Yes Black/African American Female
1771   No    No        White/Caucasian Female
1772   No    No Black/African American   Male
1773   No   Yes Black/African American   Male
1774   No    No Black/African American   Male
1775   No   Yes        White/Caucasian Female
1776   No   Yes                   <NA>   Male
1777   No    No                  Other   Male
1778   No    No Black/African American Female
1779   No   Yes        White/Caucasian   Male
1780   No   Yes        White/Caucasian   Male
1781   No    No                  Other   Male
1782   No   Yes        White/Caucasian   Male
1783   No    No Black/African American Female
1784  Yes    No        White/Caucasian   Male
1785   No   Yes Black/African American Female
1786   No   Yes                   <NA>   Male
1787   No   Yes Black/African American   Male
1788  Yes    No Black/African American Female
1789   No   Yes Black/African American Female
1790   No    No                  Other   Male
1791   No   Yes        White/Caucasian Female
1792   No   Yes                   <NA> Female
1793   No   Yes Black/African American   Male
1794   No    No Black/African American Female
1795   No   Yes        White/Caucasian   Male
1796   No    No                   <NA>   Male
1797   No    No                  Other Female
1798   No   Yes                   <NA> Female
1799   No    No Black/African American   Male
1800   No   Yes        White/Caucasian   Male
1801   No   Yes                   <NA> Female
1802   No   Yes        White/Caucasian   Male
1803   No    No Black/African American Female
1804   No    No                  Other Female
1805  Yes    No        White/Caucasian Female
1806   No   Yes        White/Caucasian Female
1807   No   Yes Black/African American Female
1808   No    No Black/African American Female
1809   No    No Black/African American   Male
1810   No   Yes                   <NA>   Male
1811   No   Yes        White/Caucasian Female
1812   No   Yes Black/African American Female
1813   No   Yes                  Other Female
1814   No   Yes                   <NA>   Male
1815   No    No Black/African American Female
1816   No   Yes        White/Caucasian   Male
1817   No   Yes        White/Caucasian   Male
1818   No   Yes Black/African American   Male
1819   No    No                   <NA>   Male
1820   No    No                  Other Female
1821   No    No        White/Caucasian Female
1822   No    No Black/African American   Male
1823   No   Yes        White/Caucasian Female
1824   No    No                  Other   Male
1825   No   Yes        White/Caucasian Female
1826   No   Yes        White/Caucasian   Male
1827   No   Yes                   <NA> Female
1828   No   Yes                   <NA> Female
1829   No   Yes        White/Caucasian Female
1830   No   Yes Black/African American Female
1831   No   Yes                   <NA>   Male
1832  Yes    No        White/Caucasian Female
1833   No    No        White/Caucasian   Male
1834   No    No                   <NA> Female
1835   No    No Black/African American Female
1836   No   Yes                   <NA> Female
1837  Yes   Yes Black/African American Female
1838   No   Yes Black/African American   Male
1839   No   Yes                   <NA> Female
1840   No    No        White/Caucasian Female
1841   No   Yes        White/Caucasian   Male
1842   No   Yes Black/African American   Male
1843   No   Yes        White/Caucasian   Male
1844   No   Yes Black/African American   Male
1845   No    No        White/Caucasian   Male
1846   No   Yes        White/Caucasian Female
1847   No   Yes Black/African American Female
1848   No   Yes        White/Caucasian   Male
1849   No   Yes                   <NA>   Male
1850   No   Yes                   <NA> Female
1851   No   Yes        White/Caucasian Female
1852   No   Yes                   <NA>   Male
1853   No    No        White/Caucasian Female
1854   No   Yes Black/African American Female
1855   No   Yes        White/Caucasian   Male
1856   No   Yes Black/African American   Male
1857  Yes   Yes Black/African American Female
1858  Yes   Yes        White/Caucasian Female
1859   No   Yes        White/Caucasian Female
1860   No   Yes                  Other Female
1861   No   Yes                  Other Female
1862   No    No        White/Caucasian   Male
1863   No   Yes                   <NA>   Male
1864   No   Yes                  Other Female
1865   No    No Black/African American Female
1866   No    No        White/Caucasian   Male
1867   No   Yes Black/African American   Male
1868   No   Yes        White/Caucasian   Male
1869   No   Yes                  Other Female
1870   No    No Black/African American Female
1871   No   Yes                  Other Female
1872   No    No                   <NA> Female
1873   No   Yes        White/Caucasian Female
1874   No    No        White/Caucasian Female
1875   No   Yes                  Other Female
1876   No   Yes                   <NA>   Male
1877   No   Yes        White/Caucasian   Male
1878   No    No                  Other Female
1879   No   Yes Black/African American Female
1880   No    No                   <NA>   Male
1881   No   Yes Black/African American Female
1882   No   Yes Black/African American Female
1883   No   Yes Black/African American Female
1884   No    No        White/Caucasian Female
1885   No   Yes Black/African American   Male
1886   No   Yes        White/Caucasian   Male
1887   No   Yes                   <NA>   Male
1888   No    No Black/African American Female
1889   No   Yes                   <NA> Female
1890   No    No Black/African American Female
1891   No    No        White/Caucasian   Male
1892  Yes    No Black/African American Female
1893  Yes   Yes                   <NA> Female
1894   No    No Black/African American Female
1895   No   Yes        White/Caucasian   Male
1896   No    No        White/Caucasian   Male
1897   No   Yes        White/Caucasian Female
1898   No   Yes Black/African American   Male
1899   No   Yes        White/Caucasian Female
1900   No   Yes Black/African American Female
1901   No   Yes        White/Caucasian Female
1902   No   Yes Black/African American Female
1903   No   Yes Black/African American   Male
1904   No    No Black/African American Female
1905   No    No        White/Caucasian Female
1906   No    No        White/Caucasian   Male
1907   No    No        White/Caucasian   Male
1908   No   Yes                   <NA> Female
1909   No    No        White/Caucasian Female
1910   No    No        White/Caucasian Female
1911   No    No                  Other   Male
1912   No   Yes        White/Caucasian Female
1913   No   Yes        White/Caucasian   Male
1914   No   Yes                   <NA> Female
1915   No   Yes        White/Caucasian Female
1916   No   Yes                  Other   Male
1917   No   Yes Black/African American Female
1918   No   Yes        White/Caucasian Female
1919   No   Yes        White/Caucasian Female
1920   No   Yes Black/African American Female
1921   No    No                   <NA>   Male
1922   No   Yes                   <NA> Female
1923   No   Yes Black/African American Female
1924   No   Yes        White/Caucasian Female
1925   No    No        White/Caucasian Female
1926   No    No                   <NA> Female
1927   No   Yes        White/Caucasian   Male
1928   No   Yes        White/Caucasian Female
1929   No   Yes        White/Caucasian   Male
1930   No    No                  Other Female
1931   No   Yes        White/Caucasian Female
1932   No    No                   <NA>   Male
1933   No   Yes        White/Caucasian   Male
1934   No   Yes        White/Caucasian   Male
1935   No   Yes                   <NA> Female
1936   No   Yes Black/African American Female
1937   No   Yes Black/African American   Male
1938   No    No Black/African American Female
1939   No   Yes Black/African American Female
1940   No    No                   <NA> Female
1941   No   Yes                  Other Female
1942   No    No        White/Caucasian Female
1943   No    No Black/African American   Male
1944   No   Yes        White/Caucasian   Male
1945   No    No                   <NA> Female
1946   No    No Black/African American   Male
1947   No   Yes                   <NA> Female
1948   No   Yes                  Other Female
1949   No    No        White/Caucasian   Male
1950   No    No                   <NA>   Male
1951   No    No        White/Caucasian Female
1952   No   Yes        White/Caucasian Female
1953   No    No Black/African American Female
1954   No    No                  Other Female
1955   No   Yes        White/Caucasian   Male
1956   No    No Black/African American Female
1957   No    No                  Other Female
1958   No    No Black/African American Female
1959   No    No Black/African American Female
1960   No   Yes        White/Caucasian Female
1961   No   Yes Black/African American Female
1962   No   Yes        White/Caucasian Female
1963  Yes    No        White/Caucasian Female
1964   No   Yes        White/Caucasian Female
1965   No   Yes Black/African American   Male
1966  Yes   Yes Black/African American Female
1967   No    No                   <NA>   Male
1968  Yes   Yes Black/African American   Male
1969   No   Yes Black/African American   Male
1970   No    No        White/Caucasian   Male
1971  Yes   Yes Black/African American Female
1972   No    No Black/African American   Male
1973   No   Yes                  Other Female
1974   No   Yes Black/African American   Male
1975   No    No Black/African American   Male
1976   No    No        White/Caucasian   Male
1977   No    No        White/Caucasian Female
1978   No   Yes                   <NA> Female
1979   No   Yes        White/Caucasian   Male
1980   No   Yes        White/Caucasian Female
1981   No   Yes Black/African American Female
1982   No    No        White/Caucasian Female
1983   No   Yes Black/African American Female
1984   No   Yes        White/Caucasian Female
1985   No    No        White/Caucasian   Male
1986   No    No        White/Caucasian Female
1987   No   Yes        White/Caucasian   Male
1988   No   Yes Black/African American Female
1989   No   Yes                  Other   Male
1990   No   Yes        White/Caucasian Female
1991   No    No Black/African American Female
1992   No   Yes        White/Caucasian Female
1993   No    No Black/African American Female
1994   No   Yes                   <NA> Female
1995   No   Yes                   <NA> Female
1996   No    No        White/Caucasian   Male
1997   No   Yes Black/African American Female
1998   No    No        White/Caucasian Female
1999   No    No                  Other Female
2000   No    No        White/Caucasian Female
2001   No   Yes                   <NA> Female
2002   No   Yes Black/African American Female
2003   No   Yes        White/Caucasian   Male
2004   No   Yes        White/Caucasian   Male
2005   No   Yes Black/African American Female
2006  Yes    No Black/African American   Male
2007   No   Yes Black/African American Female
2008   No    No                  Other Female
2009   No   Yes Black/African American Female
2010   No    No        White/Caucasian Female
2011   No   Yes                  Other Female
2012   No    No        White/Caucasian   Male
2013   No   Yes        White/Caucasian   Male
2014   No   Yes        White/Caucasian Female
2015   No    No                  Other Female
2016   No    No                  Other   Male
2017   No   Yes Black/African American Female
2018   No   Yes                   <NA>   Male
2019   No   Yes                  Other   Male
2020   No   Yes                  Other   Male
2021   No   Yes        White/Caucasian   Male
2022   No   Yes Black/African American   Male
2023   No   Yes                  Other Female
2024   No   Yes                  Other Female
2025   No   Yes        White/Caucasian   Male
2026   No   Yes        White/Caucasian   Male
2027   No   Yes                   <NA>   Male
2028   No    No                   <NA>   Male
2029   No   Yes                  Other Female
2030   No    No        White/Caucasian Female
2031  Yes    No        White/Caucasian   Male
2032   No   Yes        White/Caucasian   Male
2033  Yes    No Black/African American Female
2034   No    No Black/African American Female
2035   No   Yes        White/Caucasian Female
2036   No   Yes                   <NA> Female
2037  Yes   Yes                  Other   Male
2038   No   Yes                  Other   Male
2039   No    No Black/African American Female
2040   No   Yes Black/African American Female
2041   No    No Black/African American   Male
2042   No    No Black/African American   Male
2043   No    No        White/Caucasian Female
2044   No    No Black/African American   Male
2045   No    No        White/Caucasian   Male
2046   No   Yes Black/African American   Male
2047   No   Yes        White/Caucasian Female
2048   No   Yes        White/Caucasian   Male
2049   No   Yes        White/Caucasian Female
2050   No   Yes        White/Caucasian Female
2051   No   Yes        White/Caucasian   Male
2052   No   Yes Black/African American   Male
2053   No    No        White/Caucasian Female
2054   No   Yes                   <NA> Female
2055   No    No                  Other Female
2056   No   Yes        White/Caucasian   Male
2057   No    No                  Other Female
2058   No   Yes Black/African American   Male
2059   No    No Black/African American Female
2060   No   Yes        White/Caucasian Female
2061   No    No        White/Caucasian   Male
2062   No   Yes                   <NA> Female
2063   No   Yes                   <NA> Female
2064   No    No                   <NA> Female
2065   No    No                  Other Female
2066   No   Yes        White/Caucasian Female
2067   No    No Black/African American   Male
2068   No   Yes                  Other   Male
2069   No   Yes Black/African American Female
2070   No   Yes Black/African American Female
2071   No   Yes                  Other Female
2072   No   Yes        White/Caucasian Female
2073   No    No Black/African American Female
2074   No    No                  Other Female
2075   No   Yes        White/Caucasian   Male
2076   No   Yes                  Other Female
2077   No   Yes        White/Caucasian   Male
2078   No   Yes        White/Caucasian   Male
2079   No    No                  Other Female
2080   No    No Black/African American Female
2081   No    No        White/Caucasian Female
2082   No   Yes        White/Caucasian Female
2083   No   Yes                   <NA>   Male
2084   No   Yes        White/Caucasian   Male
2085   No    No Black/African American Female
2086   No   Yes Black/African American   Male
2087   No   Yes Black/African American Female
2088   No    No        White/Caucasian Female
2089   No   Yes                   <NA> Female
2090   No   Yes        White/Caucasian   Male
2091   No   Yes Black/African American   Male
2092   No   Yes Black/African American   Male
2093   No    No                  Other Female
2094   No   Yes Black/African American   Male
2095   No   Yes        White/Caucasian   Male
2096   No   Yes Black/African American Female
2097   No    No        White/Caucasian   Male
2098   No   Yes Black/African American Female
2099   No   Yes                   <NA> Female
2100   No   Yes                   <NA> Female
2101  Yes   Yes        White/Caucasian Female
2102   No   Yes        White/Caucasian Female
2103  Yes   Yes Black/African American Female
2104   No   Yes        White/Caucasian Female
2105   No   Yes                   <NA>   Male
2106   No    No Black/African American Female
2107   No   Yes                   <NA>   Male
2108   No    No                  Other Female
2109   No   Yes        White/Caucasian Female
2110   No   Yes Black/African American   Male
2111   No   Yes                  Other Female
2112   No   Yes                  Other Female
2113   No   Yes        White/Caucasian   Male
2114   No    No Black/African American Female
2115   No   Yes                  Other   Male
2116   No   Yes                   <NA> Female
2117   No   Yes                   <NA> Female
2118   No   Yes        White/Caucasian Female
2119   No   Yes                   <NA> Female
2120   No   Yes Black/African American Female
2121   No   Yes        White/Caucasian Female
2122   No    No Black/African American   Male
2123   No   Yes Black/African American Female
2124   No    No Black/African American   Male
2125   No   Yes                   <NA> Female
2126   No   Yes        White/Caucasian   Male
2127   No   Yes        White/Caucasian Female
2128   No   Yes Black/African American Female
2129   No   Yes        White/Caucasian   Male
2130   No    No        White/Caucasian   Male
2131   No   Yes        White/Caucasian   Male
2132   No    No Black/African American Female
2133   No   Yes        White/Caucasian   Male
2134   No    No Black/African American   Male
2135   No    No Black/African American Female
2136   No   Yes Black/African American Female
2137   No   Yes        White/Caucasian Female
2138   No   Yes Black/African American   Male
2139   No   Yes        White/Caucasian   Male
2140   No   Yes                  Other Female
2141   No   Yes                  Other Female
2142   No   Yes Black/African American   Male
2143   No   Yes                   <NA> Female
2144   No   Yes        White/Caucasian   Male
2145  Yes   Yes Black/African American Female
2146   No   Yes                  Other Female
2147   No   Yes Black/African American   Male
2148   No   Yes        White/Caucasian Female
2149   No    No Black/African American   Male
2150   No    No Black/African American Female
2151   No    No        White/Caucasian   Male
2152   No   Yes                  Other Female
2153   No   Yes Black/African American Female
2154   No   Yes                   <NA> Female
2155   No   Yes                  Other Female
2156  Yes    No        White/Caucasian Female
2157   No   Yes Black/African American Female
2158   No   Yes        White/Caucasian Female
2159   No   Yes Black/African American   Male
2160   No   Yes                  Other Female
2161   No   Yes Black/African American   Male
2162   No   Yes        White/Caucasian Female
2163   No    No                  Other Female
2164   No   Yes Black/African American   Male
2165   No   Yes        White/Caucasian   Male
2166   No    No                   <NA> Female
2167   No   Yes                   <NA> Female
2168   No   Yes Black/African American Female
2169   No   Yes                  Other Female
2170   No   Yes Black/African American   Male
2171   No    No                  Other Female
2172   No   Yes        White/Caucasian Female
2173   No   Yes        White/Caucasian   Male
2174   No    No Black/African American Female
2175   No   Yes                  Other   Male
2176   No   Yes        White/Caucasian Female
2177   No    No Black/African American Female
2178   No   Yes Black/African American Female
2179   No    No Black/African American Female
2180   No   Yes        White/Caucasian   Male
2181   No    No                  Other Female
2182   No   Yes        White/Caucasian Female
2183   No   Yes        White/Caucasian   Male
2184   No    No Black/African American   Male
2185   No   Yes                   <NA> Female
2186   No   Yes        White/Caucasian   Male
2187   No   Yes                   <NA>   Male
2188   No   Yes        White/Caucasian   Male
2189   No    No                   <NA>   Male
2190   No    No                  Other Female
2191   No   Yes                   <NA> Female
2192   No   Yes Black/African American Female
2193   No   Yes        White/Caucasian Female
2194   No    No Black/African American Female
2195   No   Yes Black/African American Female
2196   No   Yes        White/Caucasian   Male
2197   No   Yes                   <NA> Female
2198   No   Yes                  Other   Male
2199   No   Yes                  Other Female
2200   No   Yes                  Other Female
2201   No   Yes        White/Caucasian   Male
2202   No    No                   <NA>   Male
2203   No   Yes Black/African American   Male
2204   No   Yes        White/Caucasian   Male
2205  Yes    No Black/African American Female
2206   No    No                  Other Female
2207   No   Yes        White/Caucasian   Male
2208   No   Yes                   <NA>   Male
2209   No   Yes                   <NA>   Male
2210   No   Yes Black/African American Female
2211   No   Yes                  Other Female
2212   No    No Black/African American Female
2213   No   Yes                   <NA>   Male
2214   No    No        White/Caucasian   Male
2215  Yes   Yes Black/African American   Male
2216   No    No        White/Caucasian   Male
2217   No   Yes Black/African American Female
2218   No   Yes                   <NA>   Male
2219   No   Yes        White/Caucasian   Male
2220   No   Yes        White/Caucasian Female
2221   No   Yes                   <NA> Female
2222   No   Yes                   <NA>   Male
2223   No   Yes        White/Caucasian   Male
2224   No   Yes        White/Caucasian   Male
2225   No    No                   <NA> Female
2226   No    No Black/African American   Male
2227   No   Yes        White/Caucasian   Male
2228   No   Yes        White/Caucasian Female
2229   No   Yes Black/African American Female
2230   No   Yes Black/African American   Male
2231   No   Yes        White/Caucasian Female
2232   No   Yes Black/African American   Male
2233   No   Yes        White/Caucasian   Male
2234   No   Yes        White/Caucasian Female
2235   No    No                   <NA> Female
2236   No   Yes        White/Caucasian   Male
2237   No    No        White/Caucasian   Male
2238   No    No                  Other Female
2239   No    No        White/Caucasian Female
2240   No    No                  Other Female
2241   No    No                   <NA> Female
2242   No   Yes Black/African American   Male
2243  Yes    No        White/Caucasian   Male
2244   No   Yes                   <NA>   Male
2245   No   Yes                  Other Female
2246   No   Yes        White/Caucasian   Male
2247   No    No                  Other Female
2248   No   Yes                   <NA>   Male
2249   No    No        White/Caucasian   Male
2250   No   Yes                  Other Female
2251   No   Yes        White/Caucasian   Male
2252   No   Yes Black/African American Female
2253   No   Yes                  Other Female
2254   No   Yes Black/African American Female
2255   No   Yes Black/African American   Male
2256  Yes   Yes Black/African American   Male
2257   No    No        White/Caucasian Female
2258   No    No Black/African American Female
2259  Yes    No                  Other Female
2260   No   Yes        White/Caucasian   Male
2261   No   Yes Black/African American Female
2262  Yes   Yes        White/Caucasian   Male
2263   No   Yes                  Other Female
2264   No   Yes Black/African American Female
2265   No   Yes                   <NA> Female
2266   No   Yes                  Other Female
2267   No   Yes Black/African American Female
2268   No   Yes        White/Caucasian   Male
2269   No   Yes                  Other   Male
2270   No   Yes                   <NA> Female
2271   No   Yes Black/African American Female
2272   No   Yes Black/African American Female
2273   No    No        White/Caucasian   Male
2274   No   Yes        White/Caucasian   Male
2275   No   Yes Black/African American   Male
2276   No   Yes Black/African American   Male
2277   No   Yes        White/Caucasian   Male
2278   No   Yes        White/Caucasian   Male
2279   No   Yes Black/African American Female
2280  Yes   Yes        White/Caucasian   Male
2281   No    No        White/Caucasian   Male
2282   No   Yes Black/African American   Male
2283   No    No Black/African American   Male
2284   No    No                   <NA> Female
2285   No   Yes        White/Caucasian Female
2286   No   Yes Black/African American Female
2287   No   Yes                  Other Female
2288   No   Yes                  Other   Male
2289   No   Yes                  Other   Male
2290   No   Yes                  Other   Male
2291   No   Yes        White/Caucasian   Male
2292   No    No        White/Caucasian Female
2293   No   Yes Black/African American   Male
2294   No   Yes Black/African American   Male
2295   No   Yes Black/African American Female
2296   No    No                  Other Female
2297   No    No Black/African American Female
2298   No   Yes                   <NA>   Male
2299   No    No                   <NA>   Male
2300   No    No                   <NA>   Male
2301   No    No                   <NA> Female
2302   No    No                   <NA>   Male
2303   No   Yes Black/African American   Male
2304   No    No                   <NA> Female
2305   No    No Black/African American   Male
2306   No   Yes                   <NA>   Male
2307   No    No                  Other Female
2308   No   Yes                   <NA>   Male
2309   No   Yes                  Other Female
2310   No   Yes        White/Caucasian   Male
2311   No   Yes Black/African American   Male
2312   No   Yes Black/African American Female
2313  Yes    No Black/African American Female
2314   No    No                  Other Female
2315   No   Yes        White/Caucasian   Male
2316   No   Yes        White/Caucasian Female
2317   No   Yes Black/African American Female
2318   No    No                   <NA>   Male
2319   No   Yes        White/Caucasian   Male
2320   No   Yes        White/Caucasian Female
2321   No    No                   <NA> Female
2322  Yes    No Black/African American Female
2323   No   Yes                   <NA>   Male
2324   No   Yes Black/African American   Male
2325   No   Yes Black/African American   Male
2326   No   Yes                  Other   Male
2327   No   Yes        White/Caucasian   Male
2328   No   Yes Black/African American   Male
2329   No   Yes        White/Caucasian Female
2330   No   Yes                   <NA>   Male
2331   No   Yes Black/African American Female
2332   No   Yes        White/Caucasian Female
2333   No    No        White/Caucasian Female
2334   No    No        White/Caucasian Female
2335   No   Yes Black/African American   Male
2336  Yes   Yes        White/Caucasian Female
2337   No   Yes Black/African American   Male
2338  Yes   Yes Black/African American Female
2339   No   Yes Black/African American Female
2340   No   Yes Black/African American Female
2341   No   Yes Black/African American Female
2342   No   Yes Black/African American   Male
2343   No   Yes                   <NA>   Male
2344   No   Yes                   <NA> Female
2345   No   Yes                   <NA>   Male
2346   No   Yes Black/African American Female
2347   No   Yes        White/Caucasian   Male
2348   No    No        White/Caucasian   Male
2349   No   Yes                   <NA>   Male
2350   No   Yes                   <NA>   Male
2351   No    No        White/Caucasian Female
2352  Yes   Yes Black/African American Female
2353   No   Yes Black/African American   Male
2354   No    No Black/African American Female
2355   No   Yes        White/Caucasian Female
2356   No   Yes        White/Caucasian Female
2357   No    No        White/Caucasian Female
2358   No    No                  Other Female
2359   No   Yes                   <NA>   Male
2360   No    No Black/African American   Male
2361   No   Yes        White/Caucasian Female
2362   No    No Black/African American Female
2363   No   Yes        White/Caucasian Female
2364   No   Yes                   <NA>   Male
2365   No   Yes                   <NA>   Male
2366  Yes   Yes Black/African American Female
2367   No   Yes        White/Caucasian   Male
2368   No   Yes        White/Caucasian   Male
2369   No   Yes Black/African American   Male
2370   No    No Black/African American   Male
2371   No   Yes Black/African American Female
2372   No   Yes                   <NA> Female
2373   No   Yes                   <NA>   Male
2374   No   Yes                  Other   Male
2375   No   Yes Black/African American Female
2376   No   Yes                   <NA> Female
2377   No    No                   <NA>   Male
2378   No   Yes        White/Caucasian   Male
2379   No   Yes                   <NA> Female
2380   No   Yes                   <NA>   Male
2381   No   Yes Black/African American Female
2382   No   Yes        White/Caucasian Female
2383   No    No Black/African American Female
2384   No    No        White/Caucasian   Male
2385   No    No        White/Caucasian   Male
2386   No    No                  Other Female
2387   No   Yes        White/Caucasian Female
2388   No   Yes        White/Caucasian Female
2389   No   Yes                   <NA>   Male
2390   No   Yes                  Other   Male
2391   No   Yes        White/Caucasian Female
2392   No   Yes        White/Caucasian Female
2393   No   Yes Black/African American   Male
2394   No   Yes                   <NA> Female
2395   No   Yes        White/Caucasian Female
2396  Yes   Yes                   <NA> Female
2397   No    No Black/African American Female
2398   No   Yes Black/African American   Male
2399   No    No Black/African American Female
2400   No   Yes        White/Caucasian   Male
2401   No   Yes        White/Caucasian   Male
2402   No   Yes        White/Caucasian   Male
2403   No   Yes        White/Caucasian Female
2404   No   Yes        White/Caucasian   Male
2405   No   Yes Black/African American Female
2406   No   Yes        White/Caucasian Female
2407   No    No Black/African American   Male
2408   No   Yes                   <NA> Female
2409   No   Yes Black/African American Female
2410   No   Yes        White/Caucasian Female
2411   No   Yes Black/African American Female
2412   No   Yes        White/Caucasian   Male
2413   No   Yes                   <NA>   Male
2414   No   Yes        White/Caucasian   Male
2415  Yes    No Black/African American   Male
2416   No   Yes        White/Caucasian Female
2417   No   Yes        White/Caucasian   Male
2418   No   Yes                  Other Female
2419   No    No Black/African American Female
2420   No   Yes Black/African American Female
2421  Yes    No        White/Caucasian Female
2422   No   Yes Black/African American   Male
2423   No   Yes        White/Caucasian   Male
2424   No   Yes        White/Caucasian   Male
2425   No   Yes Black/African American   Male
2426   No   Yes Black/African American Female
2427   No   Yes                  Other Female
2428   No   Yes        White/Caucasian   Male
2429   No   Yes Black/African American Female
2430   No   Yes        White/Caucasian Female
2431   No   Yes        White/Caucasian   Male
2432   No   Yes        White/Caucasian   Male
2433   No   Yes                  Other Female
2434   No   Yes        White/Caucasian Female
2435   No   Yes                  Other   Male
2436   No   Yes Black/African American Female
2437   No   Yes Black/African American   Male
2438   No   Yes        White/Caucasian Female
2439   No   Yes        White/Caucasian Female
2440   No   Yes                   <NA> Female
2441   No   Yes Black/African American   Male
2442   No   Yes                   <NA> Female
2443   No   Yes Black/African American Female
2444   No   Yes                  Other   Male
2445   No   Yes        White/Caucasian   Male
2446   No   Yes                   <NA> Female
2447   No   Yes Black/African American Female
2448   No   Yes        White/Caucasian Female
2449   No   Yes                  Other   Male
2450   No   Yes Black/African American Female
2451   No    No Black/African American Female
2452   No   Yes Black/African American Female
2453   No    No Black/African American Female
2454   No    No        White/Caucasian   Male
2455   No    No Black/African American Female
2456   No   Yes                  Other Female
2457   No    No                  Other   Male
2458   No   Yes Black/African American   Male
2459   No   Yes Black/African American Female
2460   No    No                  Other Female
2461   No   Yes                   <NA>   Male
2462   No    No Black/African American   Male
2463   No   Yes        White/Caucasian Female
2464   No   Yes                  Other Female
2465   No   Yes                   <NA> Female
2466   No   Yes        White/Caucasian   Male
2467   No    No        White/Caucasian   Male
2468   No   Yes Black/African American   Male
2469   No   Yes        White/Caucasian Female
2470   No    No        White/Caucasian Female
2471   No   Yes Black/African American   Male
2472   No   Yes                  Other Female
2473   No   Yes        White/Caucasian   Male
2474  Yes   Yes                  Other Female
2475   No   Yes Black/African American Female
2476   No    No        White/Caucasian Female
2477   No    No                   <NA> Female
2478   No   Yes        White/Caucasian Female
2479   No    No        White/Caucasian   Male
2480   No    No                   <NA>   Male
2481   No   Yes        White/Caucasian Female
2482   No   Yes Black/African American   Male
2483  Yes    No Black/African American Female
2484   No    No Black/African American   Male
2485   No    No Black/African American   Male
2486   No   Yes        White/Caucasian Female
2487   No    No Black/African American Female
2488   No   Yes                  Other Female
2489   No   Yes Black/African American   Male
2490   No   Yes        White/Caucasian Female
2491   No    No Black/African American Female
2492   No    No Black/African American Female
2493   No   Yes        White/Caucasian   Male
2494   No   Yes        White/Caucasian Female
2495   No   Yes                   <NA>   Male
2496   No   Yes Black/African American   Male
2497   No    No                  Other   Male
2498   No   Yes                   <NA> Female
2499   No    No        White/Caucasian Female
2500   No    No        White/Caucasian   Male
2501   No   Yes        White/Caucasian Female
2502   No   Yes                   <NA>   Male
2503   No   Yes                   <NA> Female
2504   No    No        White/Caucasian Female
2505   No    No                   <NA>   Male
2506   No    No                  Other Female
2507   No   Yes        White/Caucasian   Male
2508   No   Yes        White/Caucasian Female
2509   No    No Black/African American   Male
2510   No   Yes                   <NA> Female
2511   No   Yes        White/Caucasian Female
2512  Yes    No Black/African American Female
2513   No   Yes Black/African American Female
2514   No   Yes                   <NA> Female
2515   No   Yes        White/Caucasian Female
2516   No   Yes                   <NA> Female
2517   No    No Black/African American Female
2518   No   Yes        White/Caucasian   Male
2519   No   Yes                   <NA> Female
2520   No    No                  Other Female
2521   No    No Black/African American   Male
2522   No   Yes                   <NA>   Male
2523   No   Yes Black/African American   Male
2524   No   Yes                   <NA> Female
2525  Yes   Yes        White/Caucasian Female
2526   No   Yes Black/African American   Male
2527   No    No        White/Caucasian   Male
2528   No   Yes Black/African American Female
2529   No   Yes        White/Caucasian   Male
2530   No   Yes                   <NA> Female
2531   No   Yes                   <NA> Female
2532   No   Yes                  Other Female
2533   No   Yes Black/African American Female
2534   No    No Black/African American Female
2535   No   Yes        White/Caucasian Female
2536   No   Yes Black/African American Female
2537   No   Yes        White/Caucasian Female
2538   No    No Black/African American   Male
2539   No   Yes Black/African American   Male
2540   No   Yes        White/Caucasian   Male
2541   No    No                  Other   Male
2542   No   Yes Black/African American Female
2543   No   Yes        White/Caucasian Female
2544   No    No        White/Caucasian   Male
2545   No    No                   <NA>   Male
2546   No    No Black/African American Female
2547   No   Yes                   <NA> Female
2548   No   Yes                  Other   Male
2549   No   Yes Black/African American   Male
2550   No   Yes Black/African American   Male
2551   No   Yes Black/African American   Male
2552   No    No Black/African American Female
2553   No    No Black/African American Female
2554   No    No                   <NA>   Male
2555   No    No        White/Caucasian   Male
2556   No   Yes        White/Caucasian Female
2557   No   Yes Black/African American Female
2558   No    No Black/African American   Male
2559   No    No                   <NA> Female
2560   No    No        White/Caucasian   Male
2561   No    No Black/African American Female
2562   No   Yes        White/Caucasian   Male
2563   No   Yes        White/Caucasian   Male
2564  Yes    No Black/African American Female
2565   No   Yes        White/Caucasian   Male
2566  Yes   Yes        White/Caucasian   Male
2567   No   Yes        White/Caucasian Female
2568   No   Yes        White/Caucasian Female
2569   No   Yes        White/Caucasian   Male
2570   No    No        White/Caucasian Female
2571   No   Yes        White/Caucasian Female
2572   No   Yes                  Other   Male
2573   No   Yes Black/African American Female
2574   No   Yes Black/African American   Male
2575   No   Yes                  Other   Male
2576   No   Yes Black/African American Female
2577   No    No Black/African American Female
2578   No   Yes                   <NA> Female
2579   No   Yes                  Other Female
2580   No   Yes                  Other   Male
2581   No   Yes        White/Caucasian Female
2582   No    No        White/Caucasian Female
2583  Yes   Yes                  Other   Male
2584   No   Yes Black/African American Female
2585   No    No                   <NA>   Male
2586   No    No        White/Caucasian Female
2587   No   Yes                  Other   Male
2588   No   Yes                   <NA> Female
2589   No   Yes                  Other Female
2590   No   Yes                   <NA> Female
2591   No    No Black/African American Female
2592   No    No        White/Caucasian Female
2593   No    No        White/Caucasian Female
2594   No   Yes Black/African American   Male
2595   No    No Black/African American   Male
2596   No   Yes                   <NA>   Male
2597   No    No        White/Caucasian Female
2598   No   Yes Black/African American Female
2599   No   Yes Black/African American   Male
2600   No   Yes                  Other Female
2601   No    No Black/African American   Male
2602   No   Yes Black/African American   Male
2603   No    No Black/African American Female
2604   No    No                  Other   Male
2605   No   Yes                   <NA> Female
2606   No   Yes                  Other Female
2607   No   Yes                   <NA> Female
2608   No   Yes        White/Caucasian Female
2609  Yes   Yes Black/African American Female
2610   No    No Black/African American Female
2611   No    No                  Other   Male
2612   No   Yes Black/African American Female
2613   No   Yes                   <NA> Female
2614  Yes    No        White/Caucasian Female
2615   No   Yes                   <NA> Female
2616   No   Yes        White/Caucasian   Male
2617   No   Yes                   <NA>   Male
2618   No   Yes                  Other   Male
2619   No   Yes Black/African American Female
2620   No    No Black/African American Female
2621   No   Yes        White/Caucasian Female
2622   No   Yes Black/African American   Male
2623   No    No Black/African American   Male
2624   No   Yes Black/African American   Male
2625   No   Yes        White/Caucasian   Male
2626   No   Yes Black/African American   Male
2627   No   Yes                   <NA>   Male
2628   No   Yes                  Other Female
2629   No    No                  Other   Male
2630   No    No        White/Caucasian   Male
2631   No   Yes        White/Caucasian Female
2632   No    No Black/African American Female
2633   No    No                  Other Female
2634   No   Yes        White/Caucasian   Male
2635   No   Yes        White/Caucasian   Male
2636   No    No Black/African American Female
2637   No    No Black/African American Female
2638   No   Yes        White/Caucasian   Male
2639  Yes   Yes        White/Caucasian   Male
2640   No   Yes                   <NA>   Male
2641   No   Yes Black/African American Female
2642   No   Yes        White/Caucasian   Male
2643   No   Yes        White/Caucasian   Male
2644   No   Yes Black/African American   Male
2645   No   Yes Black/African American Female
2646   No   Yes        White/Caucasian Female
2647   No   Yes        White/Caucasian Female
2648   No   Yes Black/African American Female
2649   No   Yes                  Other   Male
2650   No   Yes Black/African American   Male
2651   No   Yes        White/Caucasian   Male
2652  Yes   Yes Black/African American   Male
2653   No   Yes        White/Caucasian Female
2654   No   Yes        White/Caucasian   Male
2655   No   Yes        White/Caucasian   Male
2656   No   Yes                  Other   Male
2657  Yes   Yes                  Other Female
2658   No   Yes        White/Caucasian Female
2659   No   Yes                   <NA> Female
2660   No   Yes        White/Caucasian Female
2661   No    No                   <NA>   Male
2662   No    No        White/Caucasian Female
2663  Yes    No                   <NA>   Male
2664   No    No Black/African American   Male
2665   No   Yes        White/Caucasian Female
2666   No   Yes Black/African American Female
2667   No   Yes        White/Caucasian   Male
2668  Yes   Yes        White/Caucasian   Male
2669   No    No Black/African American Female
2670   No   Yes                   <NA> Female
2671   No    No Black/African American Female
2672   No   Yes                   <NA> Female
2673  Yes    No        White/Caucasian Female
2674   No   Yes        White/Caucasian Female
2675   No   Yes Black/African American Female
2676   No   Yes                  Other   Male
2677  Yes    No Black/African American Female
2678   No   Yes        White/Caucasian Female
2679   No   Yes Black/African American Female
2680   No   Yes        White/Caucasian   Male
2681   No   Yes Black/African American Female
2682   No    No Black/African American   Male
2683   No   Yes                   <NA>   Male
2684   No   Yes Black/African American Female
2685   No   Yes Black/African American Female
2686   No    No Black/African American   Male
2687   No   Yes                   <NA> Female
2688   No    No        White/Caucasian Female
2689   No   Yes                   <NA>   Male
2690   No    No        White/Caucasian   Male
2691   No   Yes Black/African American   Male
2692   No    No        White/Caucasian Female
2693   No    No Black/African American Female
2694   No   Yes Black/African American Female
2695   No   Yes Black/African American Female
2696   No   Yes                   <NA> Female
2697   No   Yes        White/Caucasian Female
2698   No    No                  Other   Male
2699   No   Yes                   <NA> Female
2700   No   Yes Black/African American   Male
2701   No    No Black/African American   Male
2702   No    No                   <NA> Female
2703   No   Yes        White/Caucasian   Male
2704   No   Yes                   <NA>   Male
2705   No   Yes        White/Caucasian   Male
2706   No   Yes        White/Caucasian Female
2707   No   Yes        White/Caucasian   Male
2708   No   Yes Black/African American Female
2709   No    No                   <NA>   Male
2710   No   Yes        White/Caucasian Female
2711   No   Yes                   <NA> Female
2712   No   Yes                  Other Female
2713   No   Yes Black/African American Female
2714   No   Yes        White/Caucasian   Male
2715   No   Yes        White/Caucasian   Male
2716   No   Yes Black/African American   Male
2717   No   Yes        White/Caucasian   Male
2718   No   Yes                   <NA> Female
2719   No   Yes        White/Caucasian Female
2720   No   Yes        White/Caucasian Female
2721   No    No        White/Caucasian   Male
2722   No    No        White/Caucasian Female
2723   No    No Black/African American Female
2724   No   Yes                  Other Female
2725   No   Yes                   <NA> Female
2726   No    No                  Other Female
2727   No   Yes Black/African American   Male
2728   No   Yes                   <NA> Female

rename()

Renaming with rename()

  • You can rename columns with select() but it’s a bit easier to do this with the rename() function.

  • You just need to remember new_name = old_name ordering.

  • For example, I want to highlight to myself the limited representation in the race_original and sex variables

    • I’ll rename them to race_3 and sex_2 to indicate that they are limited to 3 and 2 categories, respectively
hrs_06_rename <- hrs_05_mutate |> 
  rename(
    race_3 = race_original,
    sex_2 = sex
    )
names(hrs_06_rename)
1
The new name is on the left, and the old name is on the right.
 [1] "id"             "age_mo"         "diab"           "income"        
 [5] "lung"           "drink"          "race_3"         "sex_2"         
 [9] "age_yrs"        "age_decades"    "income_rounded"

If our variable names were something like “Age (years)”, we would need to write age_yrs = 'Age (years)' with single quotes around the old name because of the spaces and parentheses.

Wrap-up

  • We learned three functions that allow us to transform columns in our dataset:
    • relocate()
      • Reorder columns to a different spot in the dataset
    • select()
      • Subset specific columns to keep or drop
    • mutate()
      • Transform existing columns and/or create new columns
    • rename()
      • Rename columns with new names