Awesome Links

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

• An Introduction to Hierarchical Modeling
• How to create Radar Charts with Whatsapp Data

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

• gganimate
• Animating the Goals of the World Cup with R

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

• {tidystm}
• Learning Structural Topic Modeling
• {stminsights}

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

• {rusk} The goal of rusk is to show a nice representation of multiplication table
• {colorfindr}

Interesting Packages

• {recipes}
• {ViewPipeSteps}
• {DataPackageR}

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

• Creating a basic template package in R
• Radix
• Automated Rmarkdown Reporting

Shiny

• A gRadual intRoduction to 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

• {TAM}
• {srvyr}
• {Weighted.Desc.Stat}

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

• Diskursanalyse in RQDA