Track Game Datasets Updates Weekly

:video_game: A curated list of awesome game datasets, and tools to artificial intelligence in games

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[ Daily / Weekly / Overview ]

Nov 11 - Nov 17, 2024

Dataset / Web

• Animal Crossing New Horizons Catalog - Comprehensive inventory of items, villagers, clothing, fish/bugs etc.

• Board Games Dataset - Attributes and the ratings from board games in BoardGameGeek.

• The Complete Pokemon Dataset - Pokemon data from all generations.

Dataset / Related

• Computer Games Dataset - Gaming World: A Comprehensive Computer Games Dataset.

• Nintendo Games - Nintendo games for all platforms scraped from metacritc.

• PC Games Sales - Dataset of the best selling PC games.

• Steam Video Games - Steam user interactions.

• Video Game Sales - Sales data from games.

Dec 25 - Dec 31, 2023

Dataset / Web

• 320K Roblox App Google Store Reviews - Google Store reviews of Roblox.

• Board Games Dataset - Board Games Dataset from BoardGameGeek.

Dataset / Related

• Steam Games Dataset - Dataset scraped from Steam search system.

• Video Games Data - Video games synopse.

Aug 07 - Aug 13, 2023

API

• Steambase - Steam data tools and insights. Website.

May 01 - May 07, 2023

Books / Web

• Millington, Ian, Funge, John (2020). AI for Games, Third Edition. CRC Press.

Mar 13 - Mar 19, 2023

Dataset / Web

• CS:GO Steam Reviews - Steam Reviews.

• Elden Ring Steam Reviews - Steam Reviews.

• Hogwarts Legacy Reviews - A list of Hogwarts Legacy reviews.

• Most Played Games of All Time - Steam game stats.

Oct 31 - Nov 06, 2022

Dataset / Web

• 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.

Oct 10 - Oct 16, 2022

License / Related

• License: Creative Commons Attribution-ShareAlike 4.0 International License

Aug 15 - Aug 21, 2022

API

• Xbox LIVE API - Games, apps, users stats and messages. Website, paper.

Dataset / Web

• Chess Game Dataset (Lichess) - Chess games, including moves, victor, rating, opening details and more.

• Fortnite: Battle Royale - Weapon Attributes - Stats of the weapons.

• GamingVideoSET - A Dataset for Gaming Video Streaming Applications. Paper

• NBA Players - Biometric, biographic and basic box score features from 1996 to 2019 season.

• Overwatch - Heros characteristics.

• Pokémon for Data Mining and Machine Learning - Stats of 721 Pokémon of the first six generations.

• Pokemon- Weedle's Cave - Battle data of Pokemon.

• Self Driving Car - Behavioural Cloning Complete Guide.

• Starcraft: Scouting The Enemy - Player reconnaissance in professional-level.

Dataset / Related

• Daily Game Companies Historical Stock Price - Game Companies Historical Stock Price 08.2022.

• Steam Store Games - Information about 27,000 games scraped from Steam and SteamSpy APIs.

Aug 23 - Aug 29, 2021

API

• Counter-Strike (⭐0) - data parsing for Counter-Strike: Global Offensive (CSGO).

Jun 07 - Jun 13, 2021

Artificial Intelligence

• Halite by Two Sigma - Collect the halite during a match in space.

Miscellaneous / Related

• Gym OpenAI - Game toolkit for reinforcement learning algorithms.

Apr 12 - Apr 18, 2021

Artificial Intelligence

• CyberBattleSim (⭐1.7k) - Experimentation platform to investigate automated agents. Website.

Sep 21 - Sep 27, 2020

Dataset / Web

• CartolaFC - Popular brazilian fantasy football (from 2014 to 2017).

Sep 14 - Sep 20, 2020

Artificial Intelligence / Mobile

• Habitica (⭐1.5k) - Gamify your life.

Apr 27 - May 03, 2020

Books / Web

• 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.

• 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 / Web

• 380,000 Guesses Dataset - Higher or Lower? - Real-world game data of guessing a number.

• League of Legends Diamond Ranked Games (10 min) - Classify ranked games.

Market Research / Related

• Euro-Monitor, Video Games - Strategic Market Researcher.

• Grand View Research, Digital Media - Syndicated market research studies.

Feb 17 - Feb 23, 2020

API

• OpenCritic - Game reviews aggregator.

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

Market Research / Related

• 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.

Dec 02 - Dec 08, 2019

Artificial Intelligence

• Wargus (⭐360) - Real-time strategy game. Website.

Nov 11 - Nov 17, 2019

Dataset / Web

• 17K Mobile Strategy Games - Strategy games from the Apple App Store.

Oct 14 - Oct 20, 2019

Dataset / Web

• The Quick, Draw! Dataset (⭐6.2k) - Collection of 50 million drawings across 345 categories.

Sep 30 - Oct 06, 2019

API

• Marvel Developer - Information about Marvel's vast library of comics.

Sep 23 - Sep 29, 2019

Dataset / Web

• Heroes of Might and Magic 3 Units - Units of a game.

Sep 16 - Sep 22, 2019

Artificial Intelligence

• openmw - Open-world RPG game. Website.

• Vegan on a Desert Island - Adventure game on island survival.

• veloren - Sandbox game. Website.

Miscellaneous / Related

• Awesome Gamedev (⭐2.4k) - Collection of open-source games.

Jul 29 - Aug 04, 2019

Artificial Intelligence

• Game Data Mining Competition - Competition of prediction of the players' behavior. Paper.

• Morai-Maker-Engine (⭐19) - Cooperative game level editor. Paper.

Jul 22 - Jul 28, 2019

Artificial Intelligence

• The Open Racing Car Simulator - Car racing simulator.

Jul 08 - Jul 14, 2019

Dataset / Web

• bravefrontier_data (⭐63) - Mobile game data, items and missions information.

• GTA-3D Dataset (⭐134) - 2D and 3D images from Grand Theft Auto 5 game.

Dataset / Related

• Steam Game Data (⭐32) - Combination of Steam API and Steam Spy.

• Steam Review Datasets (⭐40) - Steam user reviews.

Miscellaneous / Related

• datasets-games (⭐13) - Datasets from a variety of games.

Jun 03 - Jun 09, 2019

Miscellaneous / Related

• GitHub Activity Data - Activity from open source GitHub repositories.

• Kaggle - Data Science competitions, datasets and projects.

• Reddit - Datasets - Forum of datasets.

May 20 - May 26, 2019

Dataset / Web

• SMMnet - Network data from Super Mario Maker.

May 13 - May 19, 2019

API

• IGDB - General information of games from any platform.

• Riot Games - Active games, match history, and ranked statistics.

• TGDB (⭐133) - General information of games from any platform. Website.

Artificial Intelligence

• AI Birds - Artificial intelligence competition.

• Angry Bots - Shooting game against robots.

• Daimonin - Isometric MMORPG.

• Deliantra - Adventure game in a medieval environment.

• Dungeon Crawl: Stone Soup (⭐2.4k) - Roguelike adventure.

• Fighting Game AI Competition - Controller for a fighting game.

• FlightGear Flight Simulator - Flight simulator.

• General Video Game AI - Controller for general video game playing. Paper.

• Hanabi Competition - Board game competition.

• Hearthstone AI - Card game competition.

• Infinite Mario Bros - Super Mario competition. Platformer AI antecedent. Website.

• Malmo (⭐4.1k) - Platform built on top of Minecraft game.

• microRTS (⭐286) - RTS game competition. PT-BR (⭐4).

• Ms. Pac-Man - Pac-Man game competition. Website.

• OpenLieroX - Liero (similar to Worms) game.

• Platformer AI - Super Mario competition.

• qengine (⭐855) - Retro game engine.

• Retro Contest (⭐3.4k) - Competition on SEGA Genesis games. Website.

• Showdown AI Competition (⭐14) - Competition of Pokemon battle. Website, paper.

• StarCraft AI Competition - StarCraft game competition.

• Text-Based Adventure AI Competition (⭐30) - Text-adventure game competition. Website.

• The Genius - Chess engine.

• Visual Doom AI Competition (⭐1.7k) - Doom game competition. Website.

Artificial Intelligence / Mobile

• Pixel Dungeon (⭐3.6k) - Roguelike game.

• Shattered Pixel Dungeon (⭐4.8k) - Improved Pixel Dungeon.

Artificial Intelligence / Web

• Infinite Mario Bros (⭐488) - Super Mario Bros. Play.

• Onslaught! Arena (⭐194) - Fight off hordes of medieval monsters. Play.

• TapAI (⭐1) - User interactions with a tap on screen game. Play.

Dataset / Web

• (LoL) League of Legends Ranked Games - Matches details from ranked games.

• 2018 FIFA World Cup Squads - Squad details for teams participating in the World Cup.

• Board Game Data - Data from board games.

• Boardgaming Online Game Records - Playthroughs of board games.

• Clash of Clans app store user comments - User reviews from Google Play and iTunes App Store.

• 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.

• Defense of the Ancients - Monsters data from Warcraft III game.

• Dota 2 Games (UCI) - Matches results.

• Fortnite Statistics_80 Games - End games statistics.

• History of Hearthstone - Collection of decks.

• League of Legends Summoner Ids and Data - 2016 - Game data.

• OpenDota - Continuous database of Dota 2 matches.

• Path of exile game statistic - Players data.

• Platform Experience Dataset - Super Mario Bros matches. Paper.

• Pokémon GO Pokédex (⭐126) - Encyclopedia Pokemon.

• Pokemon Wonder Trade Results - Results of wonder trades in Pokemon Moon version.

• PokemonGO - Pokemon and battle stats.

• Scrabble (⭐0) - Data Quackle game matches.

• StarCraft 2 (UCI) - Data stream of matches. Paper.

• StarCraft II Replay Analysis - Aggregation of the replays.

• World of Warcraft Avatar History - Collection of records. Website.

Dataset / Related

• Google Play Store Apps - Data from Play Store apps.

• JVC Game Reviews - Video game data from JeuxVideo.com.

• Kickstarter Datasets - Projects details.

• Metacritic games - Games data from metacritc.

• Over 13,000 Steam Games - Prices of video games from Steam.

• PEW-Gaming-Broadband - Questions about video games.

• Vandal Game Reviews - Game data from Vandal.com.

• Video Game DATA - Video games released.

• Video Games Review - Reviews on JeuxVideo.com.

• Video Games Sales 2019 - Sales and scores for games.

• World Top 100 Countries by Game Revenues - Global game revenue.

Miscellaneous / Related

• Academic Torrents - Sharing enormous datasets.

• Awesome ACG (⭐1.3k) - Technologies related to anime, comic and games.

• Games of Coding (⭐1.9k) - Games to teach programming language.

• Games on GitHub (⭐23k) - Popular videos games hosted in GitHub.

• Libre Game Wiki - Free gaming encyclopedia.

• Open-source games - Open-source games (PT-BR).

• UCI - Datasets.

• Yahoo! Datasets - Datasets.

May 06 - May 12, 2019

API

• Battle.net - Collection of games developed by Blizzard.

• EVE Online - Science fiction massively multiplayer online game.

Artificial Intelligence

• MiniDungeons - Procedural dungeon-like game.

• polyworld (⭐181) - Artificial life system.

Dataset / Web

• dnddata (⭐107) - Dataset of Dungeons and Dragons characters.

Miscellaneous / Related

• data.world - Datasets.

Apr 22 - Apr 28, 2019

Dataset / Web

• StarData (⭐569) - Matches, videos, etc. Website, paper.

Apr 01 - Apr 07, 2019

API

• Battlefield 4 Stats - Stats, rankings, and progression of a player.

• Giant Bomb - Game data and players review.

• PandaScore - Realtime eSports data.

• smm-course-search (⭐4) - Search courses from Super Mario Maker game.

• smm-maker-profile (⭐1) - Fetch the user profile from Super Mario Maker game.

• Steam Database - Series of tools to Steam data. Website.

• Steam Spy - Game statistical from Steam users profiles.

• Steam Web API - Query tool from Steam.

• vgchartzScrape (⭐79) - Crawler from VGChartz.

Artificial Intelligence

• Vindinium (⭐0) - Multi-player turn based on roguelike competition. Documentation.

Artificial Intelligence / Web

• Digger (⭐87) - Boulderdash game. Play.

Dataset / Web

• Data Game ClashRoyale - Player data of Clash Royale game.

Miscellaneous / Related

• AWS Datasets - Amazon public datasets.

Mar 25 - Mar 31, 2019

API

• BoardGameGeek - Board games data.

• metacritc - Game reviews and evaluation.

• PokéAPI - Pokémon data of all generations.

• smm-course-viewer (⭐18) - Read courses from Super Mario Maker saves.

Artificial Intelligence / Web

• Duck Hunt (⭐582) - Shooting game in ducks. Play.

• Starship - Traditional starship game. Play.

• WebNES - Play rooms of NES in web browser. Play.

Dataset / Web

• Clash royale Dataset - Cards data.

• FIFA 18 Complete Player Dataset - Players and their attributes.

• GOSU.AI Dota 2 Game Chats - Chats from matches replays.

• Hearthstone Cards - Collection of cards.

• LCS 2017 Summer Split Fantasy Player & Team Stats - Player and team data.

• Magic The Gathering Cards - Cards data.

• Oldschool Runescape Polling Data - Historical polling data.

• Overwatch Game Records - Stats of one player from thousands of matches.

• Overwatch Ranked Data - Player and match data.

• Pokemon with stats - Pokemon data with stats and types.

• Predict'em All - Pokemon appear in PokemonGo over time.

• PUBG Match Deaths and Statistics - Matches data.

• SkillCraft-StarCraft - StarCraft 2 league-level performance.

• StarCraft II matches history - Results of matches.

• Super Trunfo - Dinossaurs 2 - Cards of this game.

• Terra Mystica Snellman Statistics - Game logs and statistics.

• Travian buildings - Time, cost and bonus of buildings.

• World of Warcraft Battlegrounds - Details of battlegrounds.

Dataset / Related

• Video Game Sales with Ratings - Video game sales and rating from metacritc.

Mar 18 - Mar 24, 2019

API

• OpenDota - Platform providing Dota 2 data.

Artificial Intelligence

• Dungeon and Cave Generation (⭐15) - Constructive generation methods for dungeons and levels.

• irrlamb - Puzzle game with physics effects in 3D.

• Robocode - Robot battle tank competition.

Miscellaneous / Related

• Open HTML5 Games - JavaScript and HTML5 games. Play.