: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
- :video_game: Awesome Game Datasets
- API
- Artificial Intelligence
- Books
- Dataset
- Market Research
- Miscellaneous
- License
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).
- Battle.net - Collection of games developed by Blizzard.
- 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.
- OpenCritic - Game reviews aggregator.
- OpenDota - Platform providing Dota 2 data.
- PandaScore - Realtime eSports data.
- 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.
- Steambase - Steam data tools and insights. Website.
- Steam Spy - Game statistical from Steam users profiles.
- Steam Web API - Query tool from Steam.
- TGDB - General information of games from any platform. Website.
- TrendingNow.games - Real-time trending Steam game data with free CSV, RSS, and JSON feeds updated hourly.
- vgchartzScrape - Crawler from VGChartz.
- WhatoPlay - Game reviews and ratings aggregator, and a recommender for discovering games.
- Xbox LIVE API - Games, apps, users stats and messages. paper.
Artificial Intelligence
- CyberBattleSim - Experimentation platform to investigate automated agents. Website.
- Daimonin - Isometric MMORPG.