This repository serves as a guide for anyone who wants to work with Data Mining or Artificial Intelligence applied in digital games! Here you will find a series of tools and materials available to build your database.
Contributing
Any suggestions or doubts, please open an "issue". If you want to contribute, read this and make a "pull request".
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).
- Battlefield 4 Stats - See stats, rankings, and progression of a player.
- BoardGameGeek - Board games data.
- metacritc - Game reviews and evaluation.
- OpenDota - Platform providing Dota 2 data.
- PokéAPI - Pokémon data of all generations.
- smm-course-search - Search courses from Super Mario Maker.
- smm-course-viewer - Read courses from Super Mario Maker saves.
- smm-maker-profile - Fetch the user profile from Super Mario Maker.
- Steam Web API - Query information of the Steam.
- TGDB - Overview and general information about many games from different platforms and consoles.
- Daimonin - Isometric real-time MMORPG. 2/3D Graphics and sound effects.
- Deliantra - Adventure game, in realtime and set in a medieval environment.
- Dungeon and Cave Generation - Constructive generation methods for dungeons and levels.
- Dungeon Crawl: Stone Soup - Roguelike adventure through dungeons filled with dangerous monsters.
- FlightGear Flight Simulator - Flight simulator, multi-platform, cooperative flight simulator.
- irrlamb - Puzzle game with physics effects in 3D.
- Malmo - Sophisticated AI experimentation platform built on top of Minecraft.
- microRTS - Small implementation of an RTS game, designed to perform AI research. PT-BR.
- Ms. Pac-Man - Traditional Pac-Man game for AI competitions.
- OpenLieroX - Clone of the famous Liero (the realtime Worms) game.
- Platformer AI - Framework of Super Mario Bros for gameplay, learning, and level generation.
- qengine - Retro game engine for developers that enjoy creating games like Doom.
- Robocode - Robot battle tank competition.
- The Genius - Chess engine including artificial intelligence, user interface and several features.
- Vindinium - Multi-player turn based on roguelike competition. Documentation.
- Pixel Dungeon - Traditional roguelike game with pixel-art graphics and simple interface.
- Digger - Boulderdash. Play.
- Duck Hunt - Shooting game in ducks. Play.
- Infinite Mario Bros - Infinite courses maps of Super Mario Bros. Play.
- Onslaught! Arena - Fight off hordes of classical medieval monsters. Play.
- Starship - Traditional starship game. Play.
- WebNES - Play rooms of NES in web browser. Play.
- (LoL) League of Legends Ranked Games - Details from over 50,000 ranked games.
- 2018 FIFA World Cup Squads - Squad details for 32 teams participating in the World Cup.
- Board Game Data - Data from 5,000 board games.
- Board Games Dataset - Attributes and the ratings for around 94,000 among board games from BoardGameGeek.
- Boardgaming Online Game Records - 30k+ playthroughs.
- Clash of Clans app store user comments - 50,000 user reviews from Google Play and iTunes App Store.
- Clash royale Dataset - Cards data.
- Complete FIFA 2017 Player dataset (Global) - 15k+ players, 50+ Attributes per player.
- CS:GO Competitive Matchmaking Data - Damage/Grenade entries on over 410k rounds played.
- Data Game ClashRoyale - Player data.
- Defense of the Ancients - Monsters data from Warcraft III: Reign of Chaos & The Frozen Throne.
- Dota 2 Games (UCI) - Matches results.
- FIFA 18 Complete Player Dataset - Players and their attributes.
- Fortnite: Battle Royale - Weapon Attributes - Stats of the weapons.
- GOSU.AI Dota 2 Game Chats - Chats from matches replays.
- Hearthstone Cards - Collection of cards.
- History of Hearthstone - 346,242 decks.
- LCS 2017 Summer Split Fantasy Player & Team Stats - Player and team data.
- League of Legends Summoner Ids and Data - 2016 - Game data from 130k players.
- Magic The Gathering Cards - Cards data.
- Oldschool Runescape Polling Data - Historical polling data.
- OpenDota - Continuous database of Dota 2 games.
- Over 13,000 Steam Games - Title, release date, price of video games from Steam.
- Overwatch - Heros characteristics.
- Overwatch Game Records - Stats of one player from thousands of matches.
- Overwatch Ranked Data - Player and match data.
- Path of exile game statistic - Data contains stats of 59,000 players.
- Pokemon- Weedle's Cave - Battle data of Pokemon.
- Pokémon for Data Mining and Machine Learning - Pokémon stats until generation 6.
- Pokémon GO Pokédex - Encyclopedia.
- Pokemon with stats - Pokemon data with stats and types.
- PokemonGO - 151 Pokemon and battle stats.
- Predict'em All - Pokemon appear in PokemonGo over time.
- PUBG Match Deaths and Statistics - Matches data.
- SkillCraft-StarCraft - StarCraft 2 league-level performance.
- Starcraft: Scouting The Enemy - Player reconnaissance in over 500 professional-level.
- StarCraft Brood War Data Mining - Matches, videos, etc. Website.
- StarCraft 2 (UCI) - Data Stream of matches. Paper.
- StarCraft II matches history - Results of matches.
- StarCraft II Replay Analysis - Aggregation of the screen-fixations from screen movements of replay.
- Super Trunfo - Dinossaurs 2 - Cards of this game.
- Terra Mystica Snellman Statistics - Game logs and statistics.
- The Complete Pokemon Dataset - Data on more than 800 pokemon from all 7 generations.
- Travian buildings - Time, cost and bonus of buildings.
- World of Warcraft Avatar History - Collection of records that detail information about player characters.
- World of Warcraft Battlegrounds - Details of battlegrounds.
- 20 Years of Games - Review data from IGN.
- Google Play Store Apps - Data from 10k Play Store apps.
- Metacritic games - Games data since 2000 from metacritc.
- Steam Video Games - 200k steam user interactions.
- Video Game DATA - Video Games released.
- Video Game Sales - Sales data from more than 16,500 games.
- Video Game Sales with Ratings - Video game sales and rating from metacritc.
- Video Games Review - Reviews on JeuxVideo.com.
- ArchiveRL - Historical roguelike games. reddit.
- Awesome ACG - List of technologies related to Anime, Comic and Games.
- Games of Coding - List of games that can teach you how to learn a programming language.
- Games on GitHub - List of popular videos games hosted in GitHub.
- Libre Game Wiki - The free gaming encyclopedia.
- Open HTML5 Games - JavaScript and HTML5 games. Play.
- Open-source games - List of open-source games (PT-BR).
- License: Creative Commons Attribution-ShareAlike 4.0 International License
- Create by Leonardo Mauro ~ leomaurodesenv