This is my personal guidebook that I created with notes and examples on the workings of R, SQL and Web Scraping. This online book is created and developed using RStudio and the Bookdown package.
https://alecng27.github.io/R_Programming_Guidebook/
See the LICENSE file for license rights and limitations.
DataCamp Chapters
- Introduction to R
- Intermediate R
- Introduction to the Tidyverse
- Introduction to Data Visualization with ggplot2
- Working with Data in the Tidyverse
- Categorical Data in the Tidyverse
- Data Manipulation with dplyr
- Joining Data with dplyr
- Cleaning Data in R
- Introduction to SQL
- Joining Data in SQL
- Web Scraping in R
Econometrics Chapters
- Ch 2 SLR
- Ch 3 MLR
- Ch 4 Dummy Variables Part 1
- Ch 5 Dummy Variables Part 2
- Ch 6 Fixed Effects
- Ch 7 Difference-in-Differences