R Language
Books
- R for Data Science Garrett Grolemund, Hadley Wickham
- Tidy Text Mining - Tidy Video Delivered by Julia Silge (Stack Overflow) at the 2017 New York R Conference on April 21st and 22nd at Work-Bench.
- Efficient R Programming
Blogging
- Blogdown Webinar Site Slides
- Academic Theme Notes
- Communicating data science: A guide to presenting your work
Conferences/Datafests
Examples
Healthcare Examples
Government / Voting
Marketing
Statistics
Graphics/Plots/Visualizations
- 15 Questions Al R users have about plots
- Google Analytices Data Mining with R
- A better way of saving and loading objects in R
- RQGIS
- ggplot extensions
- ggplot extensions pdf
Courses
- DataCamp
- Cheat Sheet for Data Analysis in R using Quandl Quandle Resource Hub
- Chloropleth maps
Shiny
- ShinyApp tutorial How to start Shiny - 2hr 25 min
- ShinyDevCon 2016 Developer Conference Videos
- ShinyApp Debugging
- ShowMeShiny - a gallery of user created Shiny Apps
- PubMed ShinyApp
Courses
- Lynda
- Coursera
- R Jobs
Charleston Data Analytics - Data Visualization with R
dplyr - Brad - Data wrangling package - functions for manipulating data similiar to sql -like commands - glimpse, select, arrange, mutate, group_by, summarize
Data Analysis in R Part 2 with reshape2 and ggplot2 and possibly other 2s Stephen Guest - ggplot examples
- reshape2 - changing data from wide to tall, or vice versa
- identify which variables are identity versus which are measurements, methods - melt, dcast
Alzheimer’s ggplot Examples Christy Whitehead, June 13, 2016 - data.table + ggplot
Visual Data Analysis w/ R - Visualization frameworks, plotly examples