07-DataSources
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100 Plus Data Sources Data ScienceThis is a section with links to data sources. During my data engineer coaching we need to find good data sets to work with. So, I started this section to make it easier to find good sources.
I've taken these links from articles and blog posts. Why not only link the articles? You know, these posts can go away at any time. I want to keep the links to the platforms either way.
I haven't had the chance to check each link myself. Please let me know if something isn't right.
You can find the articles on the bottom of this section to read more. They include even more data sources I haven't had time to add to this list.
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Contents:- Content Marketing
- Crime
- Drugs
- Education
- Entertainment
- Environmental And Weather Data
- Financial And Economic Data
- General And Academic
- Government And World
- Health
- Human Rights
- Labor And Employment Data
- Politics
- Retail
- Social
- Source Articles and Blog Posts
- Travel And Transportation
- Various Portals
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General And Academic- Amazon Public Data Sets
- Datasets Subreddit
- Enigma Public
- FiveThirtyEight
- Google Scholar
- Pew Research
- The Upshot by New York Times
- UNData
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Content Marketing#
Crime- Bureau of Justice Statistics
- FBI Crime Statistics
- National Archive of Criminal Justice Data
- Uniform Crime Reporting Statistics
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Drugs- Drug Data and Database by First Databank
- Drug War Facts
- National Institute on Drug Abuse
- U.S. Food and Drug Administration
- United Nations Office on Drugs and Crime
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Education#
Entertainment- Academic Rights Press
- BFI Film Forever
- BLS: Arts, Entertainment, and Recreation
- IFPI
- Million Song Dataset
- Statista: Film Industry
- Statista: Music Industry
- Statista: Video Game Industry
- The Numbers
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Environmental And Weather Data- Environmental Protection Agency
- International Energy Agency Atlas
- National Center for Environmental Health
- National Climatic Data Center
- National Weather Service
- Weather Underground
- WeatherBase
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Financial And Economic Data- Federal Reserve Economic Database
- Financial Data Finder at OSU - Missing link.
- Global Financial Data
- Google Finance
- Google Public Data Explorer
- IMF Economic Data
- National Bureau of Economic Research
- OpenCorporates
- The Atlas of Economic Complexity
- U.S. Bureau of Economic Analysis
- U.S. Securities and Exchange Commission
- UN Comtrade Database
- Visualizing Economics
- World Bank Doing Business Database
- World Bank Open Data
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Government And World- Data.gov
- European Union Open Data Portal
- Gapminder
- Land Matrix (Transnational Land Database)
- OECD Aid Database
- Open Data Network
- The CIA World Factbook
- The World Bank’s World Development Indicators
- U.S. Census Bureau
- UNDP’s Human Development Index
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Health- America’s Health Rankings
- Centers for Disease Control and Prevention
- Health & Social Care Information Centre
- Health Services Research Information Central
- HealthData.gov
- Medicare Hospital Quality
- MedicinePlus
- National Center for Health Statistics
- SEER Cancer Incidence
- World Health Organization
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Human Rights- Amnesty International
- Human Rights Data Analysis Group
- The Armed Conflict Database by Uppsala University
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Labor And Employment Data- Bureau of Labor Statistics
- Department of Labor
- Employment by U.S. Census
- U.S. Small Business Administration
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Politics- California Field Poll
- Crowdpac
- Gallup
- Open Secrets
- Rand State Statistics
- Real Clear Politics
- Roper Center for Public Opinion Research
- US Voter Files Note only some states are free, and most do not allow voter files to be used for commercial purposes - this map allows you to see the rules/cost for each state.
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Retail#
Social- Facebook Graph API
- Google Trends
- SocialMention - Missing link.
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Travel And Transportation- Bureau of Transportation Statistics
- Monthly Tourism Statistics – U.S. Travelers Overseas
- Search the World
- SkiftStats
- U.S. Travel Association
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Various Portals- Ckan
- Dataverse
- DBpedia
- freeCodeCamp Open Data
- Kaggle
- LODUM
- Open Data Ipact Map
- Open Data Kit
- Open Data Monitor
- Plenar.io
- UCI Machine Learning Repository
- Yelp Open Datasets
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Source Articles and Blog Posts- 100+ of the Best Free Data Sources For Your Next Project
- 15 Great Free Data Sources for 2016
- 20 Awesome Sources of Free Data
- 30+ Free Data Sources Every Company Should Be Aware Of
- 50 Amazing Free Data Sources You Should Know
- 50 Best Open Data Sources Ready to be Used Right Now
- 70 Amazing Free Data Sources You Should Know
- Big Data: 33 Brilliant And Free Data Sources Anyone Can Use
- These Are The Best Free Open Data Sources Anyone Can Use