| Sun, Sep 6 |
Data visualization I |
- 1.1–1.4 in Chester Ismay, Albert Y. Kim, and Arturo Valdivia, Statistical Inference via Data Science: A ModernDive into R and the Tidyverse, 2nd ed. (Chapman and Hall/CRC, 2025), https://doi.org/10.1201/9781032724546
- Ismay, et al. ModernDive, 2.1–2.4
- “Data visualization basics” interactive primer, https://r-primers.andrewheiss.com/basics/01-visualization-basics/
- 99% Invisible, Florence Nightingale: Data Viz Pioneer, 433, March 2, 2021, https://99percentinvisible.org/episode/433-florence-nightingale-data-viz-pioneer/
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| Tue, Sep 8 |
Data visualization II |
- Ismay, et al. ModernDive, 2.5–2.9
- Robert Kosara, “Understanding Pie Charts,” EagerEyes, January 12, 2010, https://eagereyes.org/blog/2010/pie-charts
- Nick Desbarats, “I’ve Stopped Using Box Plots. Should You?” Nightingale, November 4, 2021, https://nightingaledvs.com/ive-stopped-using-box-plots-should-you/
- Stephen Few, Dual-Scaled Axes in Graphs: Are They Ever the Best Solution?, Visual Business Intelligence Newsletter (Perceptual Edge, 2008), https://www.perceptualedge.com/articles/visual_business_intelligence/dual-scaled_axes.pdf
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| Mon, Sep 14 |
Problem set 2 due (submit by 23:59) |
Problem set 2 instructions |
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| Sun, Sep 13 |
Data wrangling I |
- Ismay, et al. ModernDive, 3.1–3.4
- “Working with tibbles” interactive primer, https://r-primers.andrewheiss.com/transform-data/01-tibbles/
- Andrew Heiss, “Visualizing {dplyr}’s mutate(), summarize(), group_by(), and ungroup() with Animations,” April 4, 2024, https://doi.org/10.59350/d2sz4-w4e25
- Recommended: “Data transformation” in Hadley Wickham, Mine Çetinkaya-Rundel, and Garrett Grolemund, R for Data Science, 2nd ed. (O’Reilly Media, 2023)
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| Tue, Sep 15 |
Data wrangling II |
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| Sun, Sep 20 |
Data importing and tidy data I |
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| Tue, Sep 22 |
Data importing and tidy data II |
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| Sat, Sep 26 |
Problem set 3 due (submit by 23:59) |
Problem set 3 instructions |
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| Sun, Sep 27 |
Quiz 1 (in-class) |
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