Data Visualization

My curated list of online resources for learning R.

R in general

• Statistical Programming DC, primarily a R user group
• Official intro to R
• Coursera videos on R
• Focus on ggplot2: Healy, Data Visualization for Social Science: A practical introduction with R and ggplot2
• Wickham and Grolemund, R for Data Science

Graphs in R

• Producing Simple Graphs in R
• Wickham, Ggplot2: Elegant Graphics for Data Analysis
, free online through Gelman Link

Maps in R

• Biologist on maps in R
• Micromaps, a very cool map plus chart
• Google Maps with R

• Data Viz Blog
• Data Community DC

• GW's R classes at Gelman Library
• Alberto Cairo on Misleading Data and Visualizations

• Visualizations to Emulate
• A super-duper bar chart on elections with all kinds of extra info
• Change over time that is not a line chart: introduction of vaccines and measles prevalence by state
• Information is Beautiful; see especially their annual awards
• “A Field Guide to Red and Blue America”, Wall Street Journal; map and bar chart and change over time
• How to show quantities: lawn and house size over time
• Visualizations Not to Emulate
• See scatter plot, scrolling down (“Negative Equity...”)
• Inequality by city
• New housing units built in California over time
• Shares in confusing depictions, via an article about pre-trial detention in DC from the Washington Post
• Guns over time from the Washington Post
• Confusing bar charts about wearable fitness from the Wall Street Journal
• And others to think for yourself
• Energy maps: quantities of subsidy, and source and destination uses
• Pedestrian crashes in DC, written about written here
• Five Thirty Eight's weirdest charts of 2014
• Data you could analyze
• Elections summary data, table form
• On elections data, by statistics guru Andrew Gelman
• Icons for Everything

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