Further Resources

Cheatsheets

• Data Visualization cheatsheet (ggplot2)

• Data Wrangling cheatsheet (dplyr and tidyr)

• Data Transformation cheatsheet (dplyr)

• Spatial Manipulation cheatsheet (sf)

• leaflet cheatsheet

• R Markdown Reference Guide

• Other Cheatsheets

Textbooks

• R for Data Science

• Learning Statistics with R

• R Markdown

• Tidyverse Style Guide

• Data Points Ch. 3

Documentation

• ggplot2

• dplyr

• tidyr

• sf

• leaflet

GitHub and Git

• Installing Git

• Introduction to Git

• Another Git Tutorial

• Using Git with RStudio

Statistics

• Learning Statistics with R

• MIT OpenCourseWare Intro Probability & Statistics

• Khan Academy AP Statistics

• What Statistical Test Should I Use?

Other Resources

• ColorBrewer 2.0

• RMarkdown Website Guide

• Netlify

• Websites with GitHub Pages and R Markdown (How I made this website!)

• Shiny Apps

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See the GitHub repo, or contact me via my personal website.

Credit: Course and website by Kathleen Hablutzel, NCSSM '19, Smith College SDS+CS '23.

Almost everything I share, I learned from Smith College's SDS 192 Introduction to Data Science course by Ben Baumer and R. Jordan Crouser.