CSV
Baseball

Pitch Movement Database

Detailed pitch movement profiles including horizontal/vertical break, spin axis, and induced vertical break.

Size
100 MB
Records
200,000
Updated
Nov 2025
CSV
Baseball

Catcher Framing Data

Catcher framing metrics including strike rate added, framing runs, and called strike probability.

Size
10 MB
Records
15,000
Updated
Nov 2025
JSON
Basketball

NBA Hustle Stats

Hustle statistics including deflections, loose balls, charges drawn, contested shots, and screen assists.

Size
15 MB
Records
20,000
Updated
Nov 2025
JSON
Basketball

NBA Lineup Data

Five-man lineup statistics including plus/minus, pace, offensive/defensive ratings for all combinations.

Size
50 MB
Records
75,000
Updated
Nov 2025
CSV
Football

NFL Target Share Data

Target, air yard, and market share data for all NFL pass catchers by game and season.

Size
15 MB
Records
30,000
Updated
Nov 2025
CSV
Football

NFL QB Pressure Data

Quarterback pressure rates, time to throw, and offensive line protection metrics.

Size
8 MB
Records
12,000
Updated
Nov 2025
JSON
Soccer

Soccer Passing Networks

Pass network visualizations and adjacency matrices showing team passing patterns and key players.

Size
100 MB
Records
200,000
Updated
Nov 2025
CSV
Soccer

Set Piece Analytics Data

Corner kick, free kick, and penalty analysis data including delivery types and outcomes.

Size
25 MB
Records
40,000
Updated
Nov 2025
CSV
Hockey

NHL Expected Rebounds Data

Shot danger and rebound probability data for all NHL shots including save difficulty.

Size
75 MB
Records
150,000
Updated
Nov 2025
CSV
Hockey

NHL Zone Entry Data

Neutral zone transition data including carry-in vs dump-in rates and controlled entries.

Size
20 MB
Records
35,000
Updated
Nov 2025
CSV
General

Player Performance Embeddings

Pre-trained player embeddings for similarity analysis and recommendation systems in sports.

Size
50 MB
Records
20,000
Updated
Nov 2025
JSON
General

Sports Image Datasets

Labeled sports images for computer vision including player pose estimation and action recognition.

Size
5 GB
Records
100,000
Updated
Nov 2025
CSV
General

Sentiment Analysis - Sports

Labeled sports tweets and social media posts for sentiment analysis training.

Size
100 MB
Records
500,000
Updated
Nov 2025
JSON
General

Play-by-Play NLP Corpus

Annotated play-by-play text data for natural language processing in sports analytics.

Size
200 MB
Records
300,000
Updated
Nov 2025
JSON
General

Sports Video Datasets

Video datasets for action recognition, player tracking, and event detection in sports.

Size
50 GB
Records
10,000
Updated
Nov 2025
CSV
Volleyball

NCAA Volleyball Statistics

College volleyball statistics including kills, digs, blocks, and serving stats for D1, D2, D3.

Size
15 MB
Records
25,000
Updated
Nov 2025
CSV
Volleyball

FIVB International Stats

International volleyball statistics from FIVB World Championships and Volleyball Nations League.

Size
20 MB
Records
30,000
Updated
Nov 2025
CSV
Volleyball

AVP Beach Volleyball Stats

Professional beach volleyball statistics from AVP Tour including match results and player stats.

Size
5 MB
Records
10,000
Updated
Nov 2025
CSV
Volleyball

Olympic Volleyball Data

Historical Olympic volleyball match data including indoor and beach volleyball results.

Size
3 MB
Records
5,000
Updated
Nov 2025
API
General

ESPN API Data

Multi-sport data from ESPN including scores, standings, and player information across major leagues.

Size
Variable
Records
500,000
Updated
Nov 2025
CSV
General

Sports Betting Odds History

Historical betting lines and odds for major sports including opening and closing lines.

Size
200 MB
Records
300,000
Updated
Nov 2025
CSV
General

Sports Venue Database

Stadium and arena information including capacity, location, surface type, and construction year.

Size
5 MB
Records
5,000
Updated
Nov 2025
CSV
General

Olympic Historical Data

Complete Summer and Winter Olympic results from 1896 to present including medals and athlete data.

Size
50 MB
Records
300,000
Updated
Nov 2025
CSV
General

Wikipedia Sports Tables

Structured data extracted from Wikipedia sports tables covering various leagues and tournaments.

Size
Variable
Records
100,000
Updated
Nov 2025
CSV
General

Sports Reference Multi-Sport

Unified access to Baseball-Reference, Basketball-Reference, Pro-Football-Reference, and Hockey-Reference data.

Size
1 GB
Records
2,000,000
Updated
Nov 2025
CSV
General

Fantasy Sports Projections

Fantasy sports projections and rankings for football, baseball, basketball, and hockey.

Size
25 MB
Records
50,000
Updated
Nov 2025
CSV
General

Injury & Health Data

Player injury reports and historical health data across major professional sports leagues.

Size
30 MB
Records
60,000
Updated
Nov 2025
CSV
General

Sports Analytics Research Datasets

Academic research datasets used in sports analytics papers including tracking and event data.

Size
Variable
Records
100,000
Updated
Nov 2025
API
General

Athlete Social Media Metrics

Social media following and engagement metrics for professional athletes across platforms.

Size
Variable
Records
25,000
Updated
Nov 2025
CSV
Golf

PGA Tour Statistics

Official PGA Tour player statistics including strokes gained, driving, approach, and putting metrics.

Size
50 MB
Records
100,000
Updated
Nov 2025
API
Golf

Data Golf API

Advanced golf analytics including predicted strokes gained, skill decomposition, and player rankings.

Size
Variable
Records
50,000
Updated
Nov 2025
CSV
Golf

European Tour Stats

DP World Tour player statistics and tournament results for European professional golf.

Size
30 MB
Records
40,000
Updated
Nov 2025
CSV
Golf

Golf Course Database

Course ratings, slope ratings, yardage, and hole-by-hole data for courses worldwide.

Size
10 MB
Records
15,000
Updated
Nov 2025
CSV
Golf

LPGA Tour Statistics

Women's professional golf statistics from LPGA Tour including scoring, driving, and putting data.

Size
20 MB
Records
30,000
Updated
Nov 2025
CSV
Golf

ShotLink Data

Shot-level PGA Tour data with precise location tracking for every shot on tour.

Size
500 MB
Records
1,000,000
Updated
Nov 2025
CSV
Tennis

ATP Tennis Rankings & Stats

Historical ATP player rankings, match results, and statistics from 1968 to present.

Size
100 MB
Records
200,000
Updated
Nov 2025
CSV
Tennis

WTA Tennis Statistics

Women's tennis match results, rankings, and player statistics from WTA Tour.

Size
80 MB
Records
150,000
Updated
Nov 2025
CSV
Tennis

Grand Slam Match Data

Detailed match statistics from Australian Open, French Open, Wimbledon, and US Open.

Size
150 MB
Records
500,000
Updated
Nov 2025
CSV
Tennis

Tennis Abstract Match Charting

Point-by-point match charting data including serve placement, shot types, and rally lengths.

Size
200 MB
Records
1,000,000
Updated
Nov 2025
CSV
Tennis

Elo Tennis Rankings

Elo-based tennis player ratings and surface-specific rankings over time.

Size
25 MB
Records
50,000
Updated
Nov 2025
CSV
Tennis

ITF World Tennis Tour

Lower-tier professional tennis match results and rankings from ITF circuits.

Size
60 MB
Records
100,000
Updated
Nov 2025
CSV
MMA

UFC Stats Database

Official UFC fight statistics including significant strikes, takedowns, submissions, and control time.

Size
30 MB
Records
50,000
Updated
Nov 2025
CSV
MMA

FightMetric Data

Detailed MMA fight metrics including round-by-round statistics and historical fight records.

Size
25 MB
Records
40,000
Updated
Nov 2025
CSV
MMA

Sherdog Fighter Database

Fighter records, biographical data, and fight history from Sherdog for all major MMA organizations.

Size
40 MB
Records
75,000
Updated
Nov 2025
CSV
MMA

Tapology MMA Rankings

Community-driven MMA rankings and fight records across all weight classes and organizations.

Size
15 MB
Records
30,000
Updated
Nov 2025
CSV
MMA

Bellator Fight Stats

Fight statistics and results from Bellator MMA events.

Size
10 MB
Records
15,000
Updated
Nov 2025
CSV
Hockey

Evolving Hockey Data

Goals Above Replacement (GAR), WAR, and other advanced hockey metrics for NHL players.

Size
50 MB
Records
75,000
Updated
Nov 2025
CSV
Hockey

NHL Draft Data

Historical NHL Entry Draft picks including round, overall pick, team, and junior/college stats.

Size
8 MB
Records
25,000
Updated
Nov 2025
CSV
Hockey

NHL Salary Cap Data

NHL player contracts, salary cap hits, and team cap space information.

Size
15 MB
Records
20,000
Updated
Nov 2025
CSV
Hockey

KHL & European Hockey Stats

Statistics from KHL, SHL, Liiga, and other European hockey leagues.

Size
40 MB
Records
100,000
Updated
Nov 2025
CSV
Soccer

FBref Soccer Statistics

Comprehensive soccer statistics from top leagues including expected goals, passing networks, and defensive actions.

Size
200 MB
Records
300,000
Updated
Nov 2025
CSV
Soccer

Transfermarkt Player Valuations

Player market valuations, transfer history, and biographical data for football players worldwide.

Size
100 MB
Records
80,000
Updated
Nov 2025
JSON
Soccer

Understat xG Data

Expected goals and shot data for top European leagues (EPL, La Liga, Bundesliga, Serie A, Ligue 1).

Size
75 MB
Records
200,000
Updated
Nov 2025
CSV
Soccer

Football-Data.co.uk

Historical match results and betting odds for European football leagues dating back to 1990s.

Size
50 MB
Records
150,000
Updated
Nov 2025
JSON
Soccer

WhoScored Player Ratings

Player ratings and match statistics based on performance data from major leagues worldwide.

Size
30 MB
Records
50,000
Updated
Nov 2025
CSV
Soccer

MLS Player Statistics

Major League Soccer player and team statistics including goals, assists, and advanced metrics.

Size
15 MB
Records
25,000
Updated
Nov 2025
CSV
Soccer

FIFA World Cup Data

Historical World Cup match data including scores, lineups, and goals from all tournaments.

Size
5 MB
Records
10,000
Updated
Nov 2025
CSV
Soccer

UEFA Champions League Stats

Match results, player statistics, and historical data from UEFA Champions League.

Size
25 MB
Records
40,000
Updated
Nov 2025
CSV
Football

NFL Play-by-Play Data (nflfastR)

Comprehensive NFL play-by-play data from 1999-present including EPA, WPA, CPOE, and advanced metrics. Available via nflfastR package.

Size
1.5 GB
Records
1,000,000
Updated
Nov 2025
CSV
Football

NFL Combine Results

NFL Scouting Combine athletic measurements and drill results for all participants since 2000.

Size
5 MB
Records
10,000
Updated
Nov 2025
CSV
Football

Pro Football Reference Stats

Historical NFL player and team statistics including passing, rushing, receiving, and defensive metrics.

Size
200 MB
Records
500,000
Updated
Nov 2025
API
Football

NFL Next Gen Stats

Player tracking data including speed, separation, time to throw, and completion probability from AWS.

Size
Variable
Records
100,000
Updated
Nov 2025
CSV
Football

NFL Roster & Contract Data

Current and historical NFL rosters, salary cap data, and contract information for all players.

Size
10 MB
Records
50,000
Updated
Nov 2025
API
Football

College Football Statistics

NCAA FBS/FCS football statistics including player stats, team rankings, and game results.

Size
Variable
Records
300,000
Updated
Nov 2025
JSON
Football

NFL Injury Reports

Weekly injury reports and player availability status for all NFL teams throughout the season.

Size
2 MB
Records
5,000
Updated
Nov 2025
CSV
Football

NFL Draft History

Complete NFL Draft picks from 1936-present including pick number, team, position, and college.

Size
3 MB
Records
20,000
Updated
Nov 2025
CSV
Football

NFL Betting Lines & Odds

Historical and current NFL betting lines, spreads, over/unders, and closing lines.

Size
50 MB
Records
40,000
Updated
Nov 2025
CSV
Football

NFL Weather Data

Weather conditions for NFL games including temperature, wind speed, precipitation, and dome/outdoor status.

Size
5 MB
Records
15,000
Updated
Nov 2025
API
Hockey

NHL API Data

Official NHL statistics including player stats, team standings, game schedules, and play-by-play data.

Size
Variable
Records
200,000
Updated
Nov 2025
CSV
Hockey

Hockey Reference Stats

Complete NHL/WHA historical statistics from 1917 to present including skater and goalie stats.

Size
100 MB
Records
250,000
Updated
Nov 2025
CSV
Hockey

MoneyPuck Expected Goals Data

Advanced hockey analytics including expected goals (xG), shot quality, and game flow metrics.

Size
300 MB
Records
500,000
Updated
Nov 2025
CSV
Baseball

Baseball Savant Statcast Data

Pitch-level data including velocity, spin rate, exit velocity, launch angle, and expected stats from MLB Statcast system.

Size
2+ GB/season
Records
750,000
Updated
Nov 2025
CSV
Baseball

Retrosheet Play-by-Play

Detailed play-by-play data for MLB games dating back to 1871. Includes every plate appearance, play outcome, and game situation.

Size
500 MB
Records
2,000,000
Updated
Nov 2025
CSV
Baseball

FanGraphs Leaders Export

Advanced batting and pitching statistics including WAR, wRC+, FIP, and other sabermetric measures for all MLB players.

Size
15 MB
Records
50,000
Updated
Nov 2025
API
Baseball

MLB Pitch Data (pybaseball)

Statcast pitch-by-pitch data accessible via pybaseball library. Includes pitch type, location, movement, and outcomes.

Size
Variable
Records
1,000,000
Updated
Nov 2025
CSV
Baseball

Baseball Reference Game Logs

Daily game logs for players and teams including box score stats, opponent info, and game outcomes.

Size
100 MB
Records
300,000
Updated
Nov 2025
CSV
Baseball

MLB Park Factors Data

Park factor calculations for all MLB stadiums affecting batting, pitching, and specific stat categories.

Size
500 KB
Records
500
Updated
Nov 2025
CSV
Baseball

Minor League Baseball Stats

Statistics for MiLB players across all levels (AAA, AA, A+, A, Rookie) including batting, pitching, and fielding.

Size
25 MB
Records
150,000
Updated
Nov 2025
CSV
Baseball

College Baseball Statistics

NCAA Division I, II, and III baseball statistics including team and player performance data.

Size
10 MB
Records
75,000
Updated
Nov 2025
CSV
Baseball

Japanese Baseball (NPB) Stats

Historical statistics from Nippon Professional Baseball including player stats, team records, and game logs.

Size
8 MB
Records
50,000
Updated
Nov 2025
API
Basketball

NBA Stats API Data

Official NBA statistics including player stats, team stats, shot charts, and play-by-play data from stats.nba.com.

Size
Variable
Records
500,000
Updated
Nov 2025
CSV
Basketball

Basketball Reference Historical

Complete NBA/ABA historical statistics from 1946 to present. Player and team stats, awards, and advanced metrics.

Size
150 MB
Records
400,000
Updated
Nov 2025
JSON
Basketball

NBA Shot Chart Data

Detailed shot location data for all NBA players including coordinates, shot type, distance, and make/miss outcomes.

Size
500 MB/season
Records
250,000
Updated
Nov 2025
JSON
Basketball

NBA Play-by-Play Data

Every play from every NBA game including timestamps, players involved, play type, and score changes.

Size
2 GB/season
Records
1,500,000
Updated
Nov 2025
CSV
Basketball

NBA Combine Measurements

NBA Draft Combine athletic measurements including height, wingspan, vertical leap, agility, and strength tests.

Size
2 MB
Records
3,000
Updated
Nov 2025
CSV
Basketball

WNBA Statistics

Complete WNBA player and team statistics including box scores, advanced stats, and historical data.

Size
20 MB
Records
30,000
Updated
Nov 2025
CSV
Basketball

EuroLeague Basketball Stats

European basketball league statistics including EuroLeague and EuroCup player/team data.

Size
15 MB
Records
25,000
Updated
Nov 2025
CSV
Basketball

NCAA Basketball Statistics

College basketball stats for all NCAA divisions including team rankings, player stats, and tournament data.

Size
50 MB
Records
100,000
Updated
Nov 2025
CSV
Basketball

NBA Salary & Contract Data

Current and historical NBA player salaries, contract details, cap holds, and team salary information.

Size
5 MB
Records
10,000
Updated
Nov 2025
CSV
Baseball

Lahman Baseball Database

Comprehensive historical baseball statistics from 1871 to present

Size
25MB
Records
0
Updated
Nov 2025
CSV
Baseball

Statcast Data

MLB pitch-by-pitch tracking data including velocity, spin, and trajectory

Size
500MB+
Records
0
Updated
Nov 2025
API
Basketball

NBA Stats API

Official NBA statistics including player, team, and game data

Size
Variable
Records
0
Updated
Nov 2025
CSV
Football

nflfastR Play-by-Play

Detailed NFL play-by-play data with EPA and WPA calculations

Size
200MB
Records
0
Updated
Nov 2025
JSON
Soccer

StatsBomb Open Data

Free football event data including detailed match events

Size
100MB+
Records
0
Updated
Nov 2025
API
Hockey

NHL API

Official NHL statistics and play-by-play data

Size
Variable
Records
0
Updated
Nov 2025
CSV
Baseball

MLB Statcast Data 2023

Complete Statcast data for 2023 MLB season including exit velocity, launch angle, and sprint speed

Size
N/A
Records
0
Updated
Nov 2025
SQL
Baseball

Lahman Baseball Database

Historical baseball statistics from 1871 to present

Size
N/A
Records
0
Updated
Nov 2025
JSON
Basketball

NBA Player Tracking Data

Player movement and ball tracking data from NBA games

Size
N/A
Records
0
Updated
Nov 2025
CSV
Basketball

Basketball Reference Scraper Data

Comprehensive NBA statistics and box scores

Size
N/A
Records
0
Updated
Nov 2025
CSV
Football

NFL Play-by-Play Data

Detailed play-by-play data for NFL games

Size
N/A
Records
0
Updated
Nov 2025
JSON
Football

NextGen Stats Sample

Player tracking and advanced metrics from NFL NextGen Stats

Size
N/A
Records
0
Updated
Nov 2025
JSON
Soccer

StatsBomb Open Data

Free soccer event data for various competitions

Size
N/A
Records
0
Updated
Nov 2025
CSV
Soccer

FBref Soccer Stats

Comprehensive soccer statistics and match data

Size
N/A
Records
0
Updated
Nov 2025
JSON
Hockey

NHL Play-by-Play Data

Detailed NHL game events and statistics

Size
N/A
Records
0
Updated
Nov 2025
CSV
Hockey

Natural Stat Trick Data

Advanced NHL analytics and metrics

Size
N/A
Records
0
Updated
Nov 2025

API Access

Access our datasets programmatically through our REST API.

Python Example
import requests
import pandas as pd

# Fetch NBA player statistics
response = requests.get('https://api.sportsdatalab.com/nba/players/2024')
data = response.json()

# Convert to DataFrame
df = pd.DataFrame(data['players'])
print(df.head())
JavaScript Example
// Fetch Premier League match data
fetch('https://api.sportsdatalab.com/soccer/premier-league/matches')
  .then(response => response.json())
  .then(data => {
    console.log(data.matches);
    // Process match data
  });