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feat: add markdown checker (#13)
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feat: add continuous integration checker
fix: auto formatting CONTRIBUTING.md
fix: auto formatting README.md
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leomaurodesenv authored Dec 4, 2023
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15 changes: 15 additions & 0 deletions .github/workflows/continuous-integration.yml
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name: "Continuous Integration"
run-name: Running tests on "${{ github.ref }}" by "${{ github.actor }}"
on: push

jobs:
lint-readme:
name: Lint README
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v3
- uses: actions/setup-python@v4
with:
python-version: "3.10"
- run: pip install mdformat-gfm mdformat-frontmatter mdformat-footnote
- run: mdformat --check README.md
6 changes: 4 additions & 2 deletions CONTRIBUTING.md
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Your contributions are always welcome!

---
______________________________________________________________________

## Suggested Projects

To stay on the list, projects are suggested to be related to:
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It's hard to define what is related and what is not. When in doubt, just open an issue to discuss.

---
______________________________________________________________________

## Formats

- Use the following format: `- [project-name](https://example.com) - Description.`
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46 changes: 29 additions & 17 deletions README.md
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# :video_game: Awesome Game Datasets [![Awesome](https://awesome.re/badge.svg)](https://awesome.re)

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)_.
[![GitHub](https://img.shields.io/static/v1?label=Code&message=GitHub&color=blue&style=flat-square)](https://github.com/leomaurodesenv/game-datasets)
[![CC-BY-4.0 license](https://img.shields.io/static/v1?label=License&message=CC-BY-4.0&color=blue&style=flat-square)](LICENSE)
[![GitHub Workflow Status](https://img.shields.io/github/actions/workflow/status/leomaurodesenv/dvc-luigi-nlp/continuous-integration.yml?label=Build&style=flat-square)](https://github.com/leomaurodesenv/game-datasets/actions/workflows/continuous-integration.yml)

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)_.
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)_.

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_.
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)_.

**Contributing**
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](CONTRIBUTING.md) and make a "pull request".

______________________________________________________________________

Any suggestions or doubts, please open an "issue". If you want to contribute, read [this](CONTRIBUTING.md) and make a "pull request".

---
**Contents**

- [:video\_game: Awesome Game Datasets ](#video_game-awesome-game-datasets-)
- [:video_game: Awesome Game Datasets ](#video_game-awesome-game-datasets-)
- [API](#api)
- [Artificial Intelligence](#artificial-intelligence)
- [Mobile](#mobile)
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- [Miscellaneous](#miscellaneous)
- [License](#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).
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](https://develop.battle.net/) - Collection of games developed by [Blizzard](https://www.blizzard.com).
- [Battlefield 4 Stats](http://bf4stats.com/) - Stats, rankings, and progression of a player.
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- [WhatoPlay](https://whatoplay.com) - Game reviews and ratings aggregator, and a recommender for discovering games.
- [Xbox LIVE API](https://github.com/xboxapi) - Games, apps, users stats and messages. [Website](https://xboxapi.com/), [paper](https://doi.org/10.1145/1943552.1943569).

---
______________________________________________________________________

## Artificial Intelligence

- [AI Birds](http://aibirds.org) - Artificial intelligence competition.
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- [TapAI](https://github.com/leomaurodesenv/TapAI) - User interactions with a tap on screen game. [Play](http://projects.leonardomauro.com/tapai/).
- [WebNES](https://github.com/pubby) - Play rooms of NES in web browser. [Play](http://pubby.github.io/webnes/index_app.html).

---
______________________________________________________________________

## Books

- Drachen, A. Mirza-Babaei, P. Nacke, L. (2018). _Games user research_. Oxford.
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- 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

- [(LoL) League of Legends Ranked Games](https://www.kaggle.com/datasnaek/league-of-legends) - Matches details from ranked games.
- [17K Mobile Strategy Games](https://www.kaggle.com/tristan581/17k-apple-app-store-strategy-games) - Strategy games from the Apple App Store.
- [2018 FIFA World Cup Squads](https://www.kaggle.com/cclayford/2018-fifa-world-cup-squads) - Squad details for teams participating in the World Cup.
- [320K Roblox App Google Store Reviews](https://www.kaggle.com/datasets/bwandowando/322k-roblox-app-google-store-reviews) - Google Store reviews of Roblox.
- [380,000 Guesses Dataset - Higher or Lower?](https://www.kaggle.com/sdobson46/higher-or-lower-game) - Real-world game data of guessing a number.
- [Age of Empires 2: Definitive Edition 225.000 Games](https://www.kaggle.com/datasets/nicoelbert/aoe-matchups) - Data about match ups, outcomes and game states over the time in 225.000 AoE2 matches.
- [Age of Empires 2: Definitive Edition 225.000 Games](https://www.kaggle.com/datasets/nicoelbert/aoe-matchups) - Data about match ups, outcomes and game states over the time in 225.000 AoE2 matches.
- [Animal Crossing New Horizons NookPlaza Catalog](https://www.kaggle.com/jessicali9530/animal-crossing-new-horizons-nookplaza-dataset) - Comprehensive inventory of items, villagers, clothing, fish/bugs etc.
- [Board Game Data](https://www.kaggle.com/mrpantherson/board-game-data) - Data from board games.
- [Board Games Dataset](https://www.kaggle.com/datasets/sujaykapadnis/board-games) - Board Games Dataset from [BoardGameGeek](https://www.boardgamegeek.com/).
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- [Video Games Sales 2019](https://www.kaggle.com/ashaheedq/video-games-sales-2019) - Sales and scores for games.
- [World Top 100 Countries by Game Revenues](https://knoema.com/T100GAMEREVENUES2016/world-top-100-countries-by-game-revenues) - Global game revenue.

---
______________________________________________________________________

## Market Research

- [Euro-Monitor, Video Games](https://www.euromonitor.com/) - Strategic Market Researcher.
- [Grand View Research, Digital Media](https://www.grandviewresearch.com/industry/digital-media) - Syndicated market research studies.
- [Newzoo](https://newzoo.com/) - View on the games market. Unparalleled insights and value.
- [Statista, Video Games](https://www.statista.com/topics/868/video-games/) - Market and opinion research institutes and data derived from the economic sector.

---
______________________________________________________________________

## Miscellaneous

- [Academic Torrents](http://academictorrents.com/) - Sharing enormous datasets.
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- [UCI](https://archive.ics.uci.edu/) - Datasets.
- [Yahoo! Datasets](https://webscope.sandbox.yahoo.com/) - Datasets.

---
______________________________________________________________________

## License

<a rel="license" href="LICENSE"><img alt="Creative Commons License" style="border-width:0" src="https://mirrors.creativecommons.org/presskit/buttons/88x31/svg/by-sa.svg" /></a>
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