Introduction to R/Tidyverse
- R Bootcamp
- tidyverse idea and dplyr library
- Getting Started in R - Tinyverse
- Purrr Tips and Tricks
- Awesome Datavisualization with Hexagons on a US Map
- Text mining for humanists and social scientists in R
Teaching
Bookdown Contest
- Global_Terrorism_Database_Thesis
- https://geocompr.robinlovelace.net/index.html
- mindr bookdown
- Programming for Psychologists: Data Creation and Analysis
- Creating Posters
- Dissertation Example
- PhD thesis/Working Paper template
Animation
Machine Learning
- Code for Workshop: Intro to Machine Learning w/ R
- Big Data Analysis in the Social Sciences
- Hands-on Machine Learning with R
Topic Models
Web Scraping
- rvest and Rselenium @ useR2018
- Automated Collection of Web and Social Data
- {Rcrawler}
- YouTube Channel Analysis - Identifying Influencers-and-Haters
Non-Standard Evaluation (NSE)
- Tidy Eval Meets ggplot2 - The Bang Bang Plots
- {friendlyeval} A friendly interface to tidyeval/rlang that will excuse itself when you're done
- Programming in the Tidyvderse - Slides
Hugo Academic
- Tips for using the Hugo academic theme
- Awesome Website based on the Hugo Academic theme
- Hugo Shortcodes
Bayesianism
- Building a Multilevel Model in BRMS Tutorial: Popularity Data
- Statistical Rethinking with brms, ggplot2, and the tidyverse
Artsy Stuff
Interesting Packages
Python
- Welcome to COGS18: Introduction to Python!
- Python for R Users Workshop
- Meme Pipeline
- R and Python: How to Integrate the Best of Both into Your Data Science Workflow
Rmarkdown
Shiny
Tools/Functions
- {runner} Rolling functions
- How to create colored titles
- R Markdown Scroll
- Reproducible Research with rrtools
- Progress Bars for purrr with {purrrogress}
- {ggfittext}
Weighting
Readings
- Multiple Regression Is Not Multiple Regressions: The Meaning of Multiple Regression and the Non-Problem of Collinearity
- Alternative Influence: Broadcasting the Reactionary Right on YouTube
Qualitative Data