Mac OS X links
- dark mode utility
- windows management
- A floating browser window for OS X, good for videos
- Plug, a app to listen to music from https://hypem.com/popular
- encrypto – Protect files with AES-256 encryption on Mac and windows
- The Ultimate List of Data Science Podcasts
R Links:
- Rweekly: A greet list of R resources updated daily.
- Data Visualization: A Practical Introduction
- Working with ABS data in R
- Working with iCal files in R
- A Tidy Text Analysis of My Google Search History
- Extracting data from news articles: Australian pollution by postcode
- Summarizing rstudio::conf 2019 Summaries with Tidy Text Techniques
- Tidylog provides feedback about basic dplyr operations. It provides simple wrapper functions for the most common functions, such as filter, mutate, select, and group_by.
Books on R, Stats, and Graphics
- R for Data Science and the R for Data Science: Exercise Solutions are very useful.
- R Markdown: The Definitive Guide
- blogdown: Creating Websites with R Markdown
- Text Mining with R
- 21 Recipes for Mining Twitter Data with rtweet
- Efficient R programming
- Practical R for Mass Communication and Journalism
- ModernDive: Statistical Inference via Data Science
- Advanced R
- R packages
- Hands-On Programming with R
- The tidyverse style guide
Data Visualization
- Dr Drang put me onto this:
“I’m … interested in learning R and ggplot (to that end, Kieran Healy’s Data Visualization a Practical Introduction was recent Christmas gift to myself).” So I purchased it from amazon for AUD $60 The book can be found online at Data Visualization: A practical introduction - Fundamentals of Data Visualization
- R Graphics Cookbook
- How the BBC Visual and Data Journalism team works with graphics in R
- BBC Visual and Data Journalism cookbook for R graphics
