Game Datasets

GitHub repository ↗ synced 2026/8/9

:video_game: Awesome Game Datasets

In computer science, Artificial Intelligence (AI) is intelligence demonstrated by machines. Its definition, AI research as the study of "intelligent agents": any device that perceives its environment and takes actions that achieving its goals Russell et. al (2016).

Withal, Data Mining (DM) is the process of discovering patterns in data sets (or datasets) involving methods of machine learning, statistics, and database systems; DM focus on extract the information of datasets Han (2011).

This repository guides work with Artificial Intelligence or Data Mining in digital games. Find datasets, tools, and materials to build your application or dataset.

Contributing

For suggestions or questions, open an issue. To contribute, read this and submit a pull request.

Contents

API
Artificial Intelligence
- Mobile
- Web
Books
Dataset
- Related
Market Research
Miscellaneous
License

API

Battle.net

Collection of games developed by [Blizzard](https://www.blizzard.com).

Battlefield 4 Stats

Stats, rankings, and progression of a player.

BoardGameGeek

Board games data.

Counter-Strike

data parsing for Counter-Strike: Global Offensive (CSGO).

Giant Bomb

Game data and players review.

IGDB

General information of games from any platform.

Marvel Developer

Information about Marvel's vast library of comics.

metacritc

Game reviews and evaluation.

NEXARDA

Games and price data.

OpenCritic

Game reviews aggregator.

OpenDota

Platform providing Dota 2 data.

PandaScore

Realtime eSports data.

PixelGamesHub AI Games Index

Curated index of AI-powered browser games with open JSON and CSV endpoints.

PokéAPI

Pokémon data of all generations.

Riot Games

Active games, match history, and ranked statistics.

smm-course-search

Search courses from Super Mario Maker game.

smm-course-viewer

Read courses from Super Mario Maker saves.

smm-maker-profile

Fetch the user profile from Super Mario Maker game.

Steam Database

Series of tools to Steam data. [Website](https://steamdb.info/).

Steam Spy

Game statistical from Steam users profiles.

Steam Web API

Query tool from Steam.

TGDB

General information of games from any platform. [Website](https://thegamesdb.net/).

vgchartzScrape

Crawler from [VGChartz](http://www.vgchartz.com).

WhatoPlay

Game reviews and ratings aggregator, and a recommender for discovering games.

Xbox LIVE API

Games, apps, users stats and messages. [paper](https://doi.org/10.1145/1943552.1943569).

API is "a set of functions and procedures allowing the creation of applications that access the features or data of an operating system, application, or other service" (Google).

Artificial Intelligence

CyberBattleSim

Experimentation platform to investigate automated agents. [Website](https://www.microsoft.com/en-us/research/project/cyberbattlesim/).

Daimonin

Isometric MMORPG.

Deliantra

Adventure game in a medieval environment.

Dungeon and Cave Generation

Constructive generation methods for dungeons and levels.

Dungeon Crawl: Stone Soup

Roguelike adventure.

Fighting Game AI Competition

Controller for a fighting game.

FlightGear Flight Simulator

Flight simulator.

Halite by Two Sigma

Collect the halite during a match in space.

Hanabi Competition

Board game competition.

Infinite Mario Bros

Super Mario competition. Platformer AI antecedent. [Website](http://julian.togelius.com/mariocompetition2009/).

Malmo

Platform built on top of [Minecraft](https://www.minecraft.net/en-us/) game.

microRTS

RTS game competition. [PT-BR](https://github.com/rubensolv/MicroRTS).

MiniDungeons

Procedural dungeon-like game.

Morai-Maker-Engine

Cooperative game level editor. [Paper](http://dx.doi.org/10.1145/3290605.3300854).

Ms. Pac-Man

Pac-Man game competition.

OpenLieroX

Liero (similar to Worms) game.

openmw

Open-world RPG game. [Website](https://openmw.org/en/).

Platformer AI

Super Mario competition.

polyworld

Artificial life system.

qengine

Retro game engine.

Retro Contest

Competition on SEGA Genesis games. [Website](https://openai.com/blog/retro-contest/).

Robocode

Robot battle tank competition.

Showdown AI Competition

Competition of Pokemon battle.

StarCraft AI Competition

StarCraft game competition.

Text-Based Adventure AI Competition

Text-adventure game competition. [Website](http://atkrye.github.io/IEEE-CIG-Text-Adventurer-Competition/).

The Genius

Chess engine.

The Open Racing Car Simulator

Car racing simulator.

Vegan on a Desert Island

Adventure game on island survival.

veloren

Sandbox game. [Website](https://veloren.net/).

Vindinium

Multi-player turn based on roguelike competition. [Documentation](https://pythonhosted.org/vindinium/).

Visual Doom AI Competition

Doom game competition.

Wargus

Real-time strategy game. [Website](https://wargus.github.io/).

Mobile

Habitica

Gamify your life.

Pixel Dungeon

Roguelike game.

Shattered Pixel Dungeon

Improved Pixel Dungeon.

Web

Digger

Boulderdash game.

Duck Hunt

Shooting game in ducks. [Play](http://duckhuntjs.com/).

Infinite Mario Bros

Super Mario Bros. [Play](https://openhtml5games.github.io/games-mirror/dist/mariohtml5/main.html).

Onslaught! Arena

Fight off hordes of medieval monsters. [Play](http://arcade.lostdecadegames.com/onslaught-arena/).

Starship

Traditional starship game.

TapAI

User interactions with a tap on screen game.

WebNES

Play rooms of NES in web browser. [Play](http://pubby.github.io/webnes/index_app.html).

Books

Drachen, A. Mirza-Babaei, P. Nacke, L. (2018). Games user research. Oxford.
El-Nasr, S. Drachen, A. Canossa, A. (2013). Game analytics: maximizing the value of player data. Sprigner.
Han, J., Pei, J., Kamber, M. (2011). Data mining: concepts and techniques. Elsevier.
Hennig-Thurau, T. Houston, M. (2018). Entertainment science: data analytics and practical theory for movies, games, music and books. Springer.
Loh, A. Sheng, Y. Ifenthaler, D. (2015). Serious games analytics: methodologies for performance measurement, assessment, and improvement. Springer.
Millington, Ian, Funge, John (2020). AI for Games, Third Edition. CRC Press.
Russell, S. J., Norvig, P. (2016). Artificial intelligence: a modern approach. Malaysia; Pearson Education Limited.
Yannakakis, G. N., Togelius, J. (2018). Artificial intelligence and games. Springer.

Dataset

(LoL) League of Legends Ranked Games

Matches details from ranked games.

17K Mobile Strategy Games

Strategy games from the Apple App Store.

2018 FIFA World Cup Squads

Squad details for teams participating in the World Cup.

320K Roblox App Google Store Reviews

Google Store reviews of Roblox.

380,000 Guesses Dataset - Higher or Lower?

Real-world game data of guessing a number.

Age of Empires 2: Definitive Edition 225.000 Games

Data about match ups, outcomes and game states over the time in 225.000 AoE2 matches.

Animal Crossing New Horizons Catalog

Comprehensive inventory of items, villagers, clothing, fish/bugs etc.

Board Game Data

Data from board games.

Board Games Dataset

Board Games Dataset from [BoardGameGeek](https://www.boardgamegeek.com/).

Board Games Dataset

Attributes and the ratings from board games in [BoardGameGeek](https://www.boardgamegeek.com/).

Boardgaming Online Game Records

Playthroughs of board games.

bravefrontier_data

Mobile game data, items and missions information.

CartolaFC

Popular brazilian fantasy football (from 2014 to 2017).

Chess Game Dataset (Lichess)

Chess games, including moves, victor, rating, opening details and more.

Clash royale Dataset

Cards data.

Complete FIFA 2017 Player dataset (Global)

Players data.

Condensing Steam: Distilling the Diversity of Gamer Behavior

Temporal games data.

Connect-4 Data Set

Connect-4 game matches.

CS:GO Competitive Matchmaking Data

Damage entries on rounds played.

CS:GO Steam Reviews

Steam Reviews.

Data Game ClashRoyale

Player data of Clash Royale game.

Defense of the Ancients

Monsters data from Warcraft III game.

dnddata

Dataset of Dungeons and Dragons characters.

Dota 2 Games (UCI)

Matches results.

Elden Ring Steam Reviews

Steam Reviews.

FIFA 18 Complete Player Dataset

Players and their attributes.

Fortnite Statistics_80 Games

End games statistics.

Fortnite: Battle Royale - Weapon Attributes

Stats of the weapons.

GamingVideoSET

A Dataset for Gaming Video Streaming Applications. [Paper](https://ieeexplore.ieee.org/document/8463362)

GOSU.AI Dota 2 Game Chats

Chats from matches replays.

GTA-3D Dataset

2D and 3D images from Grand Theft Auto 5 game.

Hearthstone Cards

Collection of cards.

Heroes of Might and Magic 3 Units

Units of a game.

History of Hearthstone

Collection of decks.

Hogwarts Legacy Reviews

A list of Hogwarts Legacy reviews.

LCS 2017 Summer Split Fantasy Player & Team Stats

Player and team data.

League of Legends Diamond Ranked Games (10 min)

Classify ranked games.

League of Legends Summoner Ids and Data - 2016

Game data.

Magic The Gathering Cards

Cards data.

Most Played Games of All Time

Steam game stats.

NBA Players

Biometric, biographic and basic box score features from 1996 to 2019 season.

Oldschool Runescape Polling Data

Historical polling data.

OpenDota

Continuous database of Dota 2 matches.

Overwatch Game Records

Stats of one player from thousands of matches.

Overwatch Ranked Data

Player and match data.

Overwatch

Heros characteristics.

Path of exile game statistic

Players data.

Platform Experience Dataset

Super Mario Bros matches. [Paper](https://doi.org/10.1109/ACII.2015.7344647).

Pokémon for Data Mining and Machine Learning

Stats of 721 Pokémon of the first six generations.

Pokémon GO Pokédex

Encyclopedia Pokemon.

Pokemon with stats

Pokemon data with stats and types.

Pokemon Wonder Trade Results

Results of wonder trades in Pokemon Moon version.

Pokemon- Weedle's Cave

Battle data of Pokemon.

PokemonGO

Pokemon and battle stats.

Predict'em All

Pokemon appear in PokemonGo over time.

PUBG Match Deaths and Statistics

Matches data.

Scrabble

Data Quackle game matches.

Self Driving Car

Behavioural Cloning Complete Guide.

SkillCraft-StarCraft

StarCraft 2 league-level performance.

SMMnet

Network data from Super Mario Maker.

StarCraft 2 (UCI)

Data stream of matches. [Paper](https://doi.org/10.1371/journal.pone.0075129).

StarCraft II matches history

Results of matches.

StarCraft II Replay Analysis

Aggregation of the replays.

Starcraft: Scouting The Enemy

Player reconnaissance in professional-level.

StarData

Matches, videos, etc. [Website](http://nova.wolfwork.com/dataMining.html), [paper](https://arxiv.org/abs/1708.02139).

State of Browser Games 2026

Browser games industry metrics across competitor sites, downloadable as open CSV under CC-BY-4.0.

Super Trunfo - Dinossaurs 2

Cards of this game.

Terra Mystica Snellman Statistics

Game logs and statistics.

The Complete Pokemon Dataset

Pokemon data from all generations.

The Quick, Draw! Dataset

Collection of 50 million drawings across 345 categories.

Travian buildings

Time, cost and bonus of buildings.

VGLocations Public Preview Dataset

A curated geospatial dataset of real-world video game locations, with free CSV releases containing up to 3,000 locations.

World of Warcraft Avatar History

Collection of records.

World of Warcraft Battlegrounds

Details of battlegrounds.

Computer Games Dataset

Gaming World: A Comprehensive Computer Games Dataset.

Google Play Store Apps

Data from Play Store apps.

JVC Game Reviews

Video game data from [JeuxVideo.com](http://www.jeuxvideo.com/).

Kickstarter Datasets

Projects details.

Metacritic games

Games data from [metacritc](https://www.metacritic.com).

NEXARDA Franchises

Franchises data from [nexarda.com](https://www.nexarda.com).

NEXARDA Games

Games data from [nexarda.com](https://www.nexarda.com).

NEXARDA Studios

Developers and publishers data from [nexarda.com](https://www.nexarda.com).

Nintendo Games

Nintendo games for all platforms scraped from [metacritc](https://www.metacritic.com).

Over 13,000 Steam Games

Prices of video games from Steam.

PC Games Sales

Dataset of the best selling PC games.

PEW-Gaming-Broadband

Questions about video games.

Steam Game Data

Combination of Steam API and Steam Spy.

Steam Games Dataset

Dataset scraped from Steam search system.

Steam Review Datasets

Steam user reviews.

Steam Store Games

Information about 27,000 games scraped from Steam and SteamSpy APIs.

Steam Video Games

Steam user interactions.

Vandal Game Reviews

Game data from [Vandal.com](https://vandal.elespanol.com/).

Video Game DATA

Video games released.

Video Game Sales with Ratings

Video game sales and rating from [metacritc](https://www.metacritic.com).

Video Game Sales

Sales data from games.

Video Games Data

Video games synopse.

Video Games Review

Reviews on [JeuxVideo.com](http://www.jeuxvideo.com/).

Video Games Sales 2019

Sales and scores for games.

Market Research

Euro-Monitor, Video Games

Strategic Market Researcher.

Grand View Research, Digital Media

Syndicated market research studies.

IndieList

Indie game, studio, publisher, and funding relationship data with transparent sales estimates and market research tools.

Newzoo

View on the games market. Unparalleled insights and value.

Statista, Video Games

Market and opinion research institutes and data derived from the economic sector.

Miscellaneous

Academic Torrents

Sharing enormous datasets.

Awesome ACG

Technologies related to anime, comic and games.

Awesome Esports

Competitiosn using video games.

Awesome Gamedev

Collection of open-source games.

AWS Datasets

Amazon public datasets.

data.world

Datasets.

datasets-games

Datasets from a variety of games.

Games of Coding

Games to teach programming language.

Games on GitHub