Curated list of awesome lists
: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 serves as a guide for anyone who wants to work with Artificial Intelligence or Data Mining applied in digital games! Here you will find a series of datasets, tools and materials available to build your application or dataset.
Contributing
Any suggestions or doubts, please open an "issue". If you want to contribute, read this and make a "pull request".
Contents
API
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
Mobile
Web
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.
- 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
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(LoL) League of Legends Ranked Games - Matches details from ranked games.
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17K Mobile Strategy Games - Strategy games from the Apple App Store.
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2018 FIFA World Cup Squads - Squad details for teams participating in the World Cup.
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380,000 Guesses Dataset - Higher or Lower? - Real-world game data of guessing a number.
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Animal Crossing New Horizons NookPlaza Catalog - Comprehensive inventory of items, villagers, clothing, fish/bugs etc.
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Board Game Data - Data from board games.
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Board Games Dataset - Attributes and the ratings from board games in BoardGameGeek.
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Boardgaming Online Game Records - Playthroughs of board games.
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bravefrontier_data - Mobile game data, items and missions information.
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CartolaFC - Popular brazilian fantasy football (from 2014 to 2017).
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Clash of Clans app store user comments - User reviews from Google Play and iTunes App Store.
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Clash royale Dataset - Cards data.
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Complete FIFA 2017 Player dataset (Global) - Players data.
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Condensing Steam: Distilling the Diversity of Gamer Behavior - Temporal games data.
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Connect-4 Data Set - Connect-4 game matches.
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CS:GO Competitive Matchmaking Data - Damage entries on rounds played.
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Data Game ClashRoyale - Player data of Clash Royale game.
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Defense of the Ancients - Monsters data from Warcraft III game.
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dnddata - Dataset of Dungeons and Dragons characters.
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Dota 2 Games (UCI) - Matches results.
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FIFA 18 Complete Player Dataset - Players and their attributes.
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Fortnite: Battle Royale - Weapon Attributes - Stats of the weapons.
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Fortnite Statistics_80 Games - End games statistics.
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GOSU.AI Dota 2 Game Chats - Chats from matches replays.
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GTA-3D Dataset - 2D and 3D images from Grand Theft Auto 5 game.
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Hearthstone Cards - Collection of cards.
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Heroes of Might and Magic 3 Units - Units of a game.
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History of Hearthstone - Collection of decks.
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LCS 2017 Summer Split Fantasy Player & Team Stats - Player and team data.
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League of Legends Diamond Ranked Games (10 min) - Classify ranked games.
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League of Legends Summoner Ids and Data - 2016 - Game data.
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Magic The Gathering Cards - Cards data.
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Oldschool Runescape Polling Data - Historical polling data.
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OpenDota - Continuous database of Dota 2 matches.
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Overwatch - Heros characteristics.
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Overwatch Game Records - Stats of one player from thousands of matches.
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Overwatch Ranked Data - Player and match data.
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Path of exile game statistic - Players data.
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Platform Experience Dataset - Super Mario Bros matches. Paper.
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Pokemon- Weedle's Cave - Battle data of Pokemon.
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Pokémon GO Pokédex - Encyclopedia Pokemon.
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Pokemon with stats - Pokemon data with stats and types.
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Pokemon Wonder Trade Results - Results of wonder trades in Pokemon Moon version.
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PokemonGO - Pokemon and battle stats.
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Predict'em All - Pokemon appear in PokemonGo over time.
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PUBG Match Deaths and Statistics - Matches data.
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Scrabble - Data Quackle game matches.
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SkillCraft-StarCraft - StarCraft 2 league-level performance.
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SMMnet - Network data from Super Mario Maker.
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Starcraft: Scouting The Enemy - Player reconnaissance in professional-level.
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StarCraft 2 (UCI) - Data stream of matches. Paper.
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StarCraft II matches history - Results of matches.
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StarCraft II Replay Analysis - Aggregation of the replays.
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StarData - Matches, videos, etc. Website, paper.
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Super Trunfo - Dinossaurs 2 - Cards of this game.
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Terra Mystica Snellman Statistics - Game logs and statistics.
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The Complete Pokemon Dataset - Pokemon data from all generations.
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The Quick, Draw! Dataset - Collection of 50 million drawings across 345 categories.
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Travian buildings - Time, cost and bonus of buildings.
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World of Warcraft Avatar History - Collection of records. Website.
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World of Warcraft Battlegrounds - Details of battlegrounds.
Market Research
Miscellaneous
License