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Game Datasets

The "Awesome Game Datasets" project is a curated resource list focused on providing datasets specifically designed for artificial intelligence applications in gaming. This collection includes a variety of game-related datasets, such as player behavior data, game environment data, and performance metrics, as well as links to research papers and tools that utilize these datasets. It is valuable for researchers, game developers, and AI enthusiasts looking to enhance their understanding of game dynamics and improve AI models. Whether you're developing smarter NPCs or analyzing player interactions, this list offers essential resources to support your projects and research in the gaming AI domain.

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Table of Contents

5 sections · 161 projects

API

25 projects
Battle.net
develop.battle.net
Battlefield 4 Stats
bf4db.com
BoardGameGeek
boardgamegeek.com
Counter-Strike
Counter-Strike

A Python library for parsing, analyzing, and visualizing Counter-Strike: Global Offensive (CS:GO) demo files.

04 years ago
Giant Bomb
giantbomb.com
IGDB
igdb.com
Marvel Developer
developer.marvel.com
metacritc
metacritic.com
NEXARDA
nexarda.com
OpenCritic
opencritic.com
OpenDota
opendota.com
PandaScore
pandascore.co
PokéAPI
pokeapi.co
Riot Games
developer.riotgames.com
smm-course-search
smm-course-search

A Node.js package to search and fetch Super Mario Maker course data from the official Nintendo bookmark site.

JavaScript45 months ago
smm-course-viewer
smm-course-viewer

A JavaScript library for parsing and visualizing Super Mario Maker level files (*.cdt) in web browsers and Node.js.

JavaScript187 years ago
smm-maker-profile
smm-maker-profile

A Node.js package to fetch player profile data from the Super Mario Maker bookmark site using Nintendo IDs.

JavaScript13 years ago
Steam Database
github.com
Steambase
github.com
Steam WebAPI @ ValveSoftware
developer.valvesoftware.com
TGDB
TGDB

An open-source online database of video game metadata and artwork with a public API for HTPC software integration.

JavaScript1379 years ago
TrendingNow.games
trendingnow.games
vgchartzScrape
vgchartzScrape

A Python script using BeautifulSoup to scrape video game sales data from VGChartz and save it as a CSV dataset.

Python873 years ago
WhatoPlay
whatoplay.com
Xbox LIVE API
github.com

Artificial Intelligence

33 projects
CyberBattleSim
CyberBattleSim

An experimentation platform for training and researching automated agents in abstract simulated enterprise network environments using reinforcement learning.

Jupyter Notebook1,7843 months ago
Daimonin
daimonin.org
Deliantra
deliantra.net
Dungeon and Cave Generation
Dungeon and Cave Generation

Algorithms for generating dungeons and caves using digger agents and cellular automata, based on PCG book methods.

Processing218 years ago
Dungeon Crawl: Stone Soup
Dungeon Crawl: Stone Soup

A roguelike dungeon crawler featuring tactical combat, diverse character skills, deity worship, and procedurally generated levels.

C++2,92123 hours ago
Fighting Game AI Competition
ice.ci.ritsumei.ac.jp
FlightGear Flight Simulator
flightgear.org
General Video Game AI
gvgai.net
Halite by Two Sigma
kaggle.com
Hanabi Competition
hanabi.aiclash.com
Infinite Mario Bros
marioai.org
Malmo
Malmo

An AI experimentation platform built on Minecraft for training and researching intelligent agents in complex 3D environments.

Java4,26710 months ago
microRTS
microRTS

A simple, deterministic real-time strategy game environment designed for AI and reinforcement learning research.

Java35711 months ago
MiniDungeons
MiniDungeons

A turn-based roguelike puzzle game designed as a benchmark for modeling human decision-making styles and creating procedural personas.

Java99 years ago
Morai-Maker-Engine
Morai-Maker-Engine

A cooperative game level editor for creating and editing game levels collaboratively in real-time.

C#207 years ago
Ms. Pac-Man
gameaibook.org
OpenLieroX
openlierox.net
openmw
gitlab.com
Platformer AI
sites.google.com
polyworld
polyworld

An artificial life simulation system that evolves neural networks for artificial intelligence research.

C++20810 months ago
qengine
qengine

A cross-platform retro game engine forked from Quake II, focused on creating standalone games with a 1997-era software renderer aesthetic.

C8843 months ago
Retro Contest
Retro Contest

A toolkit for turning classic video games into Gym environments for reinforcement learning research.

C3,5822 years ago
Robocode
robocode.sourceforge.io
Showdown AI Competition
Showdown AI Competition

A framework for writing AI agents to battle in Pokémon Showdown, supporting both online and offline simulations.

JavaScript168 years ago
StarCraft AI Competition
sites.google.com
Text-Based Adventure AI Competition
Text-Based Adventure AI Competition

A competition framework for developing AI agents that play classic Z-Machine text adventure games.

Java298 years ago
The Genius
thegenius.sourceforge.net
The Open Racing Car Simulator
torcs.sourceforge.net
Vegan on a Desert Island
gitlab.com
veloren
gitlab.com
Vindinium
Vindinium

A Scala-based game server for AI programming challenges where bots compete in a fantasy world.

JavaScript07 years ago
Visual Doom AI Competition
Visual Doom AI Competition

A platform for developing AI bots that play Doom using visual information, designed for reinforcement learning research.

C++2,0494 days ago
Wargus
Wargus

A Warcraft II mod that runs the classic game using the open-source Stratagus engine with enhanced gameplay.

C42524 days ago

Mobile

3 projects
Habitica
Habitica

Native Android app for Habitica, a gamified habit-building and productivity platform.

Kotlin1,8109 hours ago
Pixel Dungeon
Pixel Dungeon

A traditional roguelike game featuring pixel-art graphics and a streamlined interface for mobile and desktop.

Java3,9307 years ago
Shattered Pixel Dungeon
Shattered Pixel Dungeon

An open-source traditional roguelike dungeon crawler with randomized levels, enemies, and hundreds of items.

Java6,3504 months ago

Web

7 projects
Digger
Digger

A classic Digger arcade game recreated in JavaScript using HTML5 Canvas.

HTML952 years ago
Duck Hunt
Duck Hunt

A faithful implementation of the classic Duck Hunt game using JavaScript and HTML5.

JavaScript62624 days ago
Infinite Mario Bros
Infinite Mario Bros
JavaScript5243 years ago
Onslaught! Arena
Onslaught! Arena

A fast-paced arcade shooter where you fight hordes of medieval monsters in arena survival combat.

JavaScript2039 years ago
Starship
maettig.com
TapAI
TapAI

An SVG-based quick reaction game that studies human-game interaction and exports player performance data to CSV.

HTML17 years ago
WebNES
github.com

Dataset

72 projects
(LoL) League of Legends Ranked Games
kaggle.com
17K Mobile Strategy Games
kaggle.com
2018 FIFA World Cup Squads
kaggle.com
320K Roblox App Google Store Reviews
kaggle.com
380,000 Guesses Dataset - Higher or Lower?
kaggle.com
Age of Empires 2: Definitive Edition 225.000 Games
kaggle.com
Animal Crossing New Horizons Catalog
kaggle.com
Board Game Data
kaggle.com
Board Games Dataset
kaggle.com
Board Games Dataset
kaggle.com
Boardgaming Online Game Records
kaggle.com
bravefrontier_data
bravefrontier_data

A repository of extracted game data for Brave Frontier, including units, items, skills, and missions across Global, JP, and EU servers.

664 years ago
CartolaFC
kaggle.com
Chess Game Dataset (Lichess)
kaggle.com
Clash royale Dataset
kaggle.com
Complete FIFA 2017 Player dataset (Global)
kaggle.com
Condensing Steam: Distilling the Diversity of Gamer Behavior
academictorrents.com
Connect-4 Data Set
archive.ics.uci.edu
CS:GO Competitive Matchmaking Data
kaggle.com
CS:GO Steam Reviews
kaggle.com
Data Game ClashRoyale
kaggle.com
Defense of the Ancients
kaggle.com
dnddata
dnddata

A weekly updated dataset of Dungeons & Dragons characters submitted to character sheet web applications, with over 7,900 entries and standardized fields.

R1223 years ago
Dota 2 Games (UCI)
archive.ics.uci.edu
Elden Ring Steam Reviews
kaggle.com
FIFA 18 Complete Player Dataset
kaggle.com
Fortnite Statistics_80 Games
data.world
Fortnite: Battle Royale - Weapon Attributes
kaggle.com
GamingVideoSET
GamingVideoSET

A 10-bit UHD-HDR gaming video dataset for video quality assessment, QoE prediction, and encoding optimization research.

61 year ago
GOSU.AI Dota 2 Game Chats
kaggle.com
GTA-3D Dataset
GTA-3D Dataset

A synthetic dataset of 2D imagery, 3D point clouds, and 3D vehicle bounding box labels generated using the Grand Theft Auto 5 game engine.

Python1474 years ago
Hearthstone Cards
kaggle.com
Heroes of Might and Magic 3 Units
kaggle.com
History of Hearthstone
kaggle.com
Hogwarts Legacy Reviews
kaggle.com
LCS 2017 Summer Split Fantasy Player & Team Stats
kaggle.com
League of Legends Diamond Ranked Games (10 min)
kaggle.com
League of Legends Summoner Ids and Data - 2016
kaggle.com
Magic The Gathering Cards
kaggle.com
Most Played Games of All Time
kaggle.com
NBA Players
kaggle.com
Oldschool Runescape Polling Data
kaggle.com
OpenDota
blog.opendota.com
Overwatch Game Records
kaggle.com
Overwatch Ranked Data
kaggle.com
Overwatch
kaggle.com
Path of exile game statistic
kaggle.com
Platform Experience Dataset
drive.google.com
Pokémon for Data Mining and Machine Learning
kaggle.com
Pokémon GO Pokédex
Pokémon GO Pokédex

A JSON dataset containing detailed Pokémon GO first-generation Pokémon data, including stats, evolutions, and spawn information.

1339 years ago
Pokemon with stats
kaggle.com
Pokemon Wonder Trade Results
data.world
Pokemon- Weedle's Cave
kaggle.com
PokemonGO
kaggle.com
Predict'em All
kaggle.com
PUBG Match Deaths and Statistics
kaggle.com
Scrabble
Scrabble

Analyzes 250,000 Scrabble AI self-play games to track word usage patterns and power tile statistics.

17 years ago
Self Driving Car
kaggle.com
SkillCraft-StarCraft
kaggle.com
SMMnet
kaggle.com
StarCraft 2 (UCI)
archive.ics.uci.edu
StarCraft II matches history
kaggle.com
StarCraft II Replay Analysis
kaggle.com
Starcraft: Scouting The Enemy
kaggle.com
StarData
StarData

A large-scale StarCraft: Brood War replay dataset for AI research, containing 65,646 games with frame and action data.

Python5754 years ago
Super Trunfo - Dinossaurs 2
kaggle.com
Terra Mystica Snellman Statistics
kaggle.com
The Complete Pokemon Dataset
kaggle.com
The Quick, Draw! Dataset
The Quick, Draw! Dataset

A public dataset of 50 million vector drawings across 345 categories, captured from the Quick, Draw! game.

6,7971 year ago
Travian buildings
kaggle.com
World of Warcraft Avatar History
kaggle.com
World of Warcraft Battlegrounds
kaggle.com

Market Research

4 projects
Euro-Monitor, Video Games
euromonitor.com
Grand View Research, Digital Media
grandviewresearch.com
Newzoo
newzoo.com
Statista, Video Games
statista.com

Miscellaneous

17 projects
Academic Torrents
academictorrents.com
Awesome ACG
Awesome ACG

A curated list of awesome open-source tools, libraries, and resources related to Anime, Comic, and Games (ACG).

1,4659 days ago
Awesome Esports
Awesome Esports

A curated collection of open-source libraries, tools, and resources for esports development and data analysis.

1041 year ago
Awesome Gamedev
Awesome Gamedev

A curated collection of free software and free culture resources for game development, including engines, assets, tools, and learning materials.

3,07116 days ago
AWS Datasets
aws.amazon.com
data.world
data.world
datasets-games
datasets-games

A collection of structured datasets from various video games, including personal high scores, tournament results, and in-game information.

141 month ago
Games of Coding
Games of Coding

A curated list of games that teach programming languages through interactive gameplay.

2,1274 months ago
Awesome Games
Awesome Games

A curated, archived list of open-source games, engines, and game-related projects hosted on GitHub across all genres and platforms.

24,91010 months ago
GitHub Activity Data
console.cloud.google.com
gym
gym

A Python toolkit for developing and comparing reinforcement learning algorithms through a standard API and environment set.

Python37,2393 months ago
Kaggle
kaggle.com
Libre Game Wiki
libregamewiki.org
Open HTML5 Games
github.com
Open-source games
pt.wikipedia.org
Reddit /r/datasets
reddit.com
UCI
archive.ics.uci.edu

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