Math Camp Materials: 2022

Math Camp for Harvard Kennedy School MPA/ID 2022.

Topics covered include:

1. Installing and using R, RStudio, RMarkdown, and R Packages.
2. Reading and manipulating datasets (read_csv(), read_rds(), dplyr functions, etc.).
3. Functions in base R (e.g. unique(), table(), mean(), etc.).
4. Introduction to dplyr (group-level statistics with group_by() and summarise()).
5. Data visualization with ggplot2.
6. Merging information from multiple datasets (inner_join(), left_join(), full_join() , right_join().)
7. Creating tables with gt.
8. Practice [creating tables]{.underline} in R with gt.
9. Reading documentation and troubleshooting.
10. Creating maps with sf.