A&S500/Lin517
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  1. Schedule
  • About
  • Schedule
  • Open Block Plan

Schedule

This is a tentative schedule, and is subject to change as we approach these topics.

Week Topic Events To Read Notes
1 Onboarding Syllabus review, RStudio & Github setup
2 - Tuesday Quarto Documents and Basic R Usage
  • https://quarto.org/docs/get-started/hello/rstudio.html

  • R Basics

  • How to Name Things (5 minute video)

2 - Thursday Data Visualization Data Visualization Principles, ggplot2 intro
  • Fundamentals: Mapping data onto aesthetics

  • Fundamentals: Proportional Ink

  • r4ds: Data Visualization (Sections 3.1 and 3.2)

3 - Tuesday Data Visualization ggplot2 continuation, use of colors & fonts
  • Fundamentals: Color Scales

  • Fundamentals: Common pitfalls of color use

  • r4ds: Visualize

  • (Recommended) Crameri, Shephard, and Heron (2020) (link)

3 - Thursday Data Visualization ggplot2 continuation, use of colors & fonts
  • Fundamentals: Multi-Panel Figures

  • Fundamentals: Titles, Captions, and Tables

  • r4ds: Communication

4 Data Visualization ggplot2 theming
  • Fundamentals: Balance data and context

  • r4ds: Communication (§13.5 Themes)

  • ggplot2: Themes

  • xd.gov beta: Data Visualization Standards, Typography

  • Smashing Magazine: Typographic Design Patterns And Current Practices (2013 Edition)

4 Data Visualization ggplot2 extras
  • ggthemes

  • ggforce

  • ggrepel

  • geomtextpath

  • scales

  • patchwork

--- --- --- ---
5 Data (re)Organization Tidy Data Principles, piping, dplyr transformations Data Visualization Report Due
6 Data (re)Organization wide-to-long, long-to-wide, split-apply-combine
7 Data (re)Organization joining and merges, tidying untidy data, rectangularizing Planning for Block 4
--- --- --- ---
8 Block 4 Resource Search Reports, Initial Implementation Data (re)Organization Report Due
9 Block 4 Application
Spring Break
10 Block 4 Fine-tuning and Report-backs Planning for Block 5
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11 Block 5 Resource Search Reports, Initial Implementation Block 4 Report Due
12 Block 5 Application
13 Block 5 Fine-tuning and Report-backs
--- --- --- ---
14 Wrap Up Block 5 Report Due
15 Wrap Up

References

Crameri, Fabio, Grace E. Shephard, and Philip J. Heron. 2020. “The Misuse of Colour in Science Communication.” Nature Communications 11 (1): 5444. https://doi.org/10.1038/s41467-020-19160-7.
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Open Block Plan