Unit 1 · Complex Analyses — Chapter Map
From using functions to writing them, then handling data that does not come in a CSV. By the end of this unit, present visual and statistical insights from a dataset of your choice in a publication-ready Quarto document.
| Chapter | Topic | Source anchor | Matrix | Status |
|---|---|---|---|---|
| 1.1 | Writing Functions | r-programming(2025) | B-L1 | Published |
| 1.2 | Iteration (purrr) | r-programming(2025) 03–04 | B-L1 | Published |
| 1.3 | Efficient Code | Original | B-L2 | Published |
| 1.4 | JSON & APIs | Original | B-L2 | Published |
| 1.5 | Web Scraping | Original | B-L2 | Published |
| 1.6 | Great Tables | modern-ds-python | D-L2 | Published |
| 1.7 | Non-Standard Geoms | ggplot2(2025) | D-L2 | Published |
| 1.8 | Styled Plots | ggplot2(2025)+quarto-brand | D-L2 | Published |
Every chapter includes exercises and a capstone with a rubric.