Resources

Documentation Tools

Quarto

Quarto Guides

LaTex

Overleaf LateX Guide

Python

Packages and Modules

Data Manipulation

Pandas
dask

Visualization

Matplotlib
Seaborn

R

Books

R for Data Science
Advanced R
Advanced R Solutions
R Graphics Cookbook
Elegant Graphics for Data Analysis
Mastering R Shiny

Packages

Package Cheatsheets

Data Manipulation

dplyr
tidycensus
stringr
readr
scales
purrr
furrr

Visualizations

ggplot2

Table Manipulation

GT
flextable

Spatial

sf
leaflet
mapview

Dashboarding

shiny
flexdashboard

Python Integration

Reticulate

Census

tidycensus

Analyzing US Census Data
Working with the 2022 ACS
Analyzing 2020 Decennial US Census Data in R
Doing ‘GIS’ and making maps with US Census data in R

Census Information

Census Reporter
Census Bureau Handbooks for Data Users
American Community Survey (ACS) Handbook
American Community Survey (ACS) Documentation
Public Use Microdata Sample (PuMS) Handbook
Public Use Microdata Sample (PuMS) Documentation
IPUMS PUMS Access

Git and GitHub

GitHub Education
What is Git? The Complete Guide to Git
Introduction to GitHub Lesson
Review Pull Requests Lesson
Resolve Merge Conflicts Lesson
Communicate Using Markdown Lesson
GitHub Skills to Explore

Machine Learning

Books

Causality for Machine Learning