MATH: Statistics

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Example:

Milberger, Sharon. Evaluation of Violence Against Women With Physical Disabilities in Michigan, 2000-2001. ICPSR version. Detroit: Wayne State University, 2002. Distributed by Ann Arbor, MI: Inter-University Consortium for Political and Social Research, 2002. 

• MS Statistics Resource Guide: Created by Ms. Reardon and contains many links to sites that have statistics and data sets
• EMU Data Sets LibGuide: Eastern Michigan University has links to many sites, including Data.gov, Quandl and Dartmouth's FIVE project.
• University of Florida: Data sets and descriptions, including UFO encounters and Lacrosse Helmet Impact.

Also

• Airbnb: Data sets related to Airbnb listings in dozens of cities around the world. 
• Bureau of Labor Statistics: Includes many important economic indicators for the United States (like unemployment and inflation)
• CDC Cause of Death: The Centers for Disease Control and Prevention maintains a database on cause of death
• Data.gov.uk: The British government’s official data portal with data sets on topics such as crime, education, transportation, and health.
• Dow Jones Weekly Returns: Predicting stock prices is a major application of data analysis and machine learning. 
• FBI Crime Data: The FBI crime data set.
• IMF Economic Data: Global financial statistics and other data.
• Lending Club: Lending Club provides data about loan applications it has rejected as well as the performance of loans that it issued. 
• Medicare Hospital Quality: The Centers for Medicare & Medicaid Services maintains a database on quality of care at more than 4,000 Medicare-certified hospitals across the U.S.
• Million Song Data Set: A freely-available collection of audio features and metadata for a million contemporary popular music tracks.
• Pew Research Center: Pew provides data to the public for secondary analysis.
• SEER Cancer Incidence: Data about cancer incidence, segmented by age, race, gender, year, and other factors. 
• Walmart: Walmart has released historical sales data for 45 stores located in different regions across the United States. 
• United States Census Data: The U.S. Census Bureau publishes reams of demographic data at the state, city, and even zip code level. 
• UNICEF: Data about the lives of children around the world including nutrition, immunization, and education. ​
• Yelp: 6 million reviews spanning 189,000 businesses in 10 metropolitan areas