| 1 |
09/28 |
1 |
Course info |
Welcome |
07min |
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Intro |
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2 |
Course info |
Course logistics |
26min |
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3 |
R Basics |
Download + Intro to R & Rstudio |
07min |
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3.4-3.5 |
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4 |
R Basics |
Basics |
06min |
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2.1 |
8.2 |
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5 |
Rigor & Reproducibility |
Folder and file organization |
16min |
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6 |
Rigor & Reproducibility |
Quarto and .qmd’s |
23min |
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28 |
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Total: 85min |
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10/04 |
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Practice 1 due |
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| 2 |
10/05 |
7 |
R Basics |
R scripts |
05min |
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6.1 |
3.8 |
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8 |
Best Practices in R |
Comments |
05min |
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2.2 |
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9 |
Best Practices in R |
Common errors |
14min |
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47.2 |
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10 |
Course info |
Introduction to HRS dataset |
04min |
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11 |
R Basics |
Packages |
09min |
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3.7 |
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12 |
Rigor & Reproducibility |
R projects and working directories |
22min |
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6.2.3-6.2.4 |
6 |
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Total: 59min |
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10/11 |
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Practice 2 due |
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| 3 |
10/12 |
13 |
R Basics |
Functions |
13min |
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2.4 |
3.6 |
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14 |
R Basics |
Objects |
14min |
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3.10 |
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15 |
Best Practices in R |
Getting help |
17min |
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8 |
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16 |
R Basics |
Piping |
09min |
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3.4, 4.3 |
8.1 |
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17 |
R Basics |
Import and export |
11min |
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7 |
7 |
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Total: 64min |
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10/18 |
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Practice 3 Due |
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10/18 |
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Lab 1 due |
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| 4 |
10/19 |
18 |
R Basics |
Key operators and functions |
17min |
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12.3 |
8.2 |
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19 |
R Basics |
Tidy data |
07min |
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5.2 |
4.1 |
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20 |
Data transformation |
Intro to data transformations and summarizations |
04min |
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3.1 |
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21 |
Data transformation |
Data transformation: rows |
16min |
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3.2 |
13.7-13.8 |
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22 |
Data transformation |
Data transformation: columns |
14min |
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3.3 |
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Total: 58min |
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10/25 |
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Practice 4 due |
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| 5 |
10/26 |
23 |
Data transformation |
Data transformations: advanced |
28min |
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12.2, 16 |
11 |
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24 |
Data summarization Data visualization |
Missing data: summarization and visualization |
25min |
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20.4 |
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25 |
Data transformation |
Missing data: transformations |
20min |
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Total: 73min |
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11/01 |
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Practice 5 due |
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11/08 |
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Lab 2 due |
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| 6 |
11/02 |
26 |
Data summarization |
Data summarization: intro |
04min |
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17 |
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27 |
Data summarization |
Data summarization: quick summaries |
14min |
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17 |
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28 |
Data summarization |
Data summarization: tables |
16min |
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17 |
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29 |
Data summarization |
Data summarization: grouped summaries |
13min |
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3.5 |
17 |
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Total: 47min |
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11/08 |
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Practice 6 due |
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| 7 |
11/09 |
30 |
Data visualization |
Data visualization: intro to ggplot |
18min |
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1.1-1.3 |
30.2-30.5 |
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31 |
Data visualization |
Data visualization: basic plotting |
23min |
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9.2-9.3 |
30.4-30.5 |
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32 |
Data visualization |
Data visualization: design choices |
25min |
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1.5 |
30.6-30.10 |
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Total: 66min |
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11/15 |
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Practice 7 due |
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11/15 |
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Lab 3 due |
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| 8 |
11/16 |
33 |
Rigor & Reproducibility |
Quarto and .qmd’s: revisited |
25min |
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28 |
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Total: 25min |
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11/22 |
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Practice 8 due |
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| 9 |
11/23 |
34 |
Data transformation |
Lengthening data |
12min |
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5.3 |
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35 |
Data transformation |
Widening data |
10min |
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5.4 |
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Total: 22min |
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11/29 |
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Lab 4 due |
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| 10 |
11/30 |
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Course info |
Project help |
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| 11 |
12/07 |
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No lessons this week |
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12/09 |
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Final Project due |
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