Listed below is a collection of statistical resources that I have come across over time. I decided to put them all in one place for myself and others to easily consume and update. Most of the sites and data have a sports theme as you will be able to tell immediately.
- Kaggle
- AWS Public Datasets
- Google Cloud Public Datasets
- List of Public Datasets on Quora
- Awesome Public Datasets on GitHub
- Open Science Data Cloud
- Reddit OpenData
- KDNuggets Datasets
- NFL Reference
- CFB Player Game Finder
- NBA Reference
- Men's College Basketball Reference
- MLB Baseball Reference
- Official NCAA Stat DB
- CFBAnalysis Subreddit
- CFBAnalysis Subreddit's 2016 Data Sources
- CFBAnalysis Subreddit's 2015 Data Sources
- 2005-2013 Data .zip file
- CFBStats.com
- Matt Mills Data Sets and R Scripts
- Dr Wag's CFB & NFL Stats and Odds
- BlueScar's CFB Stats from ESPN's API (NPM)
- BlueScar's API access
- Brian Fremeau's CFB Analytical Ratings and Rankings
- NFLStatHeads Subreddit
- Armchair Analysis
- SuredBits API for NFL & NBA
- Script to pull NFL data into relational db
- Football Outsiders Snapcounts
- Historical NFL Combine Results
- nflscrapR - Scrapes NFL API with R
- Kaggle - Detailed 2015 Play-by-Play Data
- Kaggle - NFL Draft Outcomes
- Air Yards - Easy to use NFL data with visualizations
- Pro Football API - Affordable NFL API for stats and schedules
- The Football Database
- NFL NextGen Stats Data
- NFL Game Statistics & Information System
- NFLGSIS Guide for Statisticians
- NFLGSIS Gamebook PDF Example
- NFLGSIS Gamebook XML Example
- Splunk Article about ArmchairAnalysis.com
- SBNation's Football Study Hall
- Snoozle
- SCACCHoops - ACC Stats site for FB and BB
- NCAA Game Simulator - Simulates CFB, MBB, NFL, NBA
- Football Study Hall - College Football Statistics Articles