Resources

Examples of data analyses/visualizations

• Advanced data visualizations by Tanya Shapiro: Going above and beyond the basic capabilities of R visualizations
• Data visualization with NFL data by Bradley J Congelio: Great example of using R to generate advanced data visualizations about the NFL.
• Exploring college major and income: a live data analysis in R by David Robinson: Video example of a data analysis, in real time.

Datasets

• CDC
• Data.gov
• Data is Plural
• Federal Reserve Economic Data
• General Social Survey
• Google Dataset Search
• Harvard Dataverse
• International Monetary Fund
• IPUMS survey data from around the world
• Our World In Data
• Pew Research
• PRISM Data Archive Project
• Roper Center
• San Francisco Open Data
• San Jose Open Data
• Stanford Large Network Dataset Collection
• The National Bureau of Economic Research
• TidyTuesday
• UCI Machine Learning Repository
• UNICEF Data
• United Nations Data
• United Nations Statistics Division
• US Census Data
• US Government Data
• World Bank Data
• Youth Risk Behavior Surveillance System (YRBSS)

Helpful courses

• Data Science in a Box
• Statistical Computing at Carnegie Mellon University
• Introduction to Data Science at Duke University
• Introduction to Computer Science at Harvard University
• Principles and Techniques of Data Science at UC Berkeley
• Data Visualization with R