| | --- |
| | license: cc-by-4.0 |
| | language: |
| | - en |
| | tags: |
| | - games |
| | - steam |
| | - video games |
| | - gamedev |
| | - game development |
| | task_categories: |
| | - text-generation |
| | - tabular-classification |
| | - tabular-regression |
| | - feature-extraction |
| | - zero-shot-classification |
| | - text-retrieval |
| | - text-ranking |
| | - summarization |
| | configs: |
| | - config_name: default |
| | data_files: |
| | - split: train |
| | path: data/train-* |
| | pretty_name: Steam Games Dataset |
| | size_categories: |
| | - 10K<n<100K |
| | dataset_info: |
| | features: |
| | - name: appID |
| | dtype: string |
| | - name: name |
| | dtype: string |
| | - name: release_date |
| | dtype: string |
| | - name: estimated_owners |
| | dtype: string |
| | - name: peak_ccu |
| | dtype: int64 |
| | - name: required_age |
| | dtype: int64 |
| | - name: price |
| | dtype: float64 |
| | - name: dlc_count |
| | dtype: int64 |
| | - name: detailed_description |
| | dtype: string |
| | - name: short_description |
| | dtype: string |
| | - name: supported_languages |
| | list: string |
| | - name: full_audio_languages |
| | list: string |
| | - name: reviews |
| | dtype: string |
| | - name: header_image |
| | dtype: string |
| | - name: website |
| | dtype: string |
| | - name: support_url |
| | dtype: string |
| | - name: support_email |
| | dtype: string |
| | - name: windows |
| | dtype: bool |
| | - name: mac |
| | dtype: bool |
| | - name: linux |
| | dtype: bool |
| | - name: metacritic_score |
| | dtype: int64 |
| | - name: metacritic_url |
| | dtype: string |
| | - name: user_score |
| | dtype: int64 |
| | - name: positive |
| | dtype: int64 |
| | - name: negative |
| | dtype: int64 |
| | - name: score_rank |
| | dtype: string |
| | - name: achievements |
| | dtype: int64 |
| | - name: recommendations |
| | dtype: int64 |
| | - name: notes |
| | dtype: string |
| | - name: average_playtime_forever |
| | dtype: int64 |
| | - name: average_playtime_2weeks |
| | dtype: int64 |
| | - name: median_playtime_forever |
| | dtype: int64 |
| | - name: median_playtime_2weeks |
| | dtype: int64 |
| | - name: developers |
| | list: string |
| | - name: publishers |
| | list: string |
| | - name: categories |
| | list: string |
| | - name: genres |
| | list: string |
| | - name: tags |
| | list: 'null' |
| | - name: screenshots |
| | list: string |
| | - name: movies |
| | list: 'null' |
| | - name: packages |
| | dtype: string |
| | splits: |
| | - name: train |
| | num_bytes: 437231654 |
| | num_examples: 122876 |
| | download_size: 189738107 |
| | dataset_size: 437231654 |
| | --- |
| | <p align="center"><img src="images/banner.png"/></p> |
| |
|
| | # Overview |
| |
|
| | Information of **more than 120,000 games** published on Steam. Maintained by **[Fronkon Games](https://github.com/FronkonGames)**. |
| |
|
| | This dataset has been created with **[this code (MIT)](https://github.com/FronkonGames/Steam-Games-Scraper)** and use the API provided by _Steam_, the largest gaming platform on PC. Data is also collected from _Steam Spy_. |
| |
|
| | Only published games, _no DLCs, episodes, music, videos, etc_. |
| |
|
| | Here is a simple example of how to parse json information: |
| |
|
| | ``` |
| | # Simple parse of the 'games.json' file. |
| | import os |
| | import json |
| | |
| | dataset = {} |
| | if os.path.exists('games.json'): |
| | with open('games.json', 'r', encoding='utf-8') as fin: |
| | text = fin.read() |
| | if len(text) > 0: |
| | dataset = json.loads(text) |
| | |
| | for app in dataset: |
| | appID = app # AppID, unique identifier for each app (string). |
| | game = dataset[app] |
| | |
| | name = game['name'] # Game name (string). |
| | releaseDate = game['release_date'] # Release date (string). |
| | estimatedOwners = game['estimated_owners'] # Estimated owners (string, e.g.: "0 - 20000"). |
| | peakCCU = game['peak_ccu'] # Number of concurrent users, yesterday (int). |
| | required_age = game['required_age'] # Age required to play, 0 if it is for all audiences (int). |
| | price = game['price'] # Price in USD, 0.0 if its free (float). |
| | dlcCount = game['dlc_count'] # Number of DLCs, 0 if you have none (int). |
| | longDesc = game['detailed_description'] # Detailed description of the game (string). |
| | shortDesc = game['short_description'] # Brief description of the game, |
| | # does not contain HTML tags (string). |
| | languages = game['supported_languages'] # Comma-separated enumeration of supporting languages. |
| | fullAudioLanguages = game['full_audio_languages'] # Comma-separated enumeration of languages with audio support. |
| | reviews = game['reviews'] # |
| | headerImage = game['header_image'] # Header image URL in the store (string). |
| | website = game['website'] # Game website (string). |
| | supportWeb = game['support_url'] # Game support URL (string). |
| | supportEmail = game['support_email'] # Game support email (string). |
| | supportWindows = game['windows'] # Does it support Windows? (bool). |
| | supportMac = game['mac'] # Does it support Mac? (bool). |
| | supportLinux = game['linux'] # Does it support Linux? (bool). |
| | metacriticScore = game['metacritic_score'] # Metacritic score, 0 if it has none (int). |
| | metacriticURL = game['metacritic_url'] # Metacritic review URL (string). |
| | userScore = game['user_score'] # Users score, 0 if it has none (int). |
| | positive = game['positive'] # Positive votes (int). |
| | negative = game['negative'] # Negative votes (int). |
| | scoreRank = game['score_rank'] # Score rank of the game based on user reviews (string). |
| | achievements = game['achievements'] # Number of achievements, 0 if it has none (int). |
| | recommens = game['recommendations'] # User recommendations, 0 if it has none (int). |
| | notes = game['notes'] # Extra information about the game content (string). |
| | averagePlaytime = game['average_playtime_forever'] # Average playtime since March 2009, in minutes (int). |
| | averageplaytime2W = game['average_playtime_2weeks'] # Average playtime in the last two weeks, in minutes (int). |
| | medianPlaytime = game['median_playtime_forever'] # Median playtime since March 2009, in minutes (int). |
| | medianPlaytime2W = game['median_playtime_2weeks'] # Median playtime in the last two weeks, in minutes (int). |
| | |
| | packages = game['packages'] # Available packages. |
| | for pack in packages: |
| | title = pack['title'] # Package title (string). |
| | packDesc = pack['description'] # Package description (string). |
| | |
| | subs = pack['subs'] # Subpackages. |
| | for sub in subs: |
| | text = sub['text'] # Subpackage title (string). |
| | subDesc = sub['description'] # Subpackage description (string). |
| | subPrice = sub['price'] # Subpackage price in USD (float). |
| | |
| | developers = game['developers'] # Game developers. |
| | for developer in developers: |
| | developerName = developer # Developer name (string). |
| | |
| | publishers = game['publishers'] # Game publishers. |
| | for publisher in publishers: |
| | publisherName = publisher # Publisher name (string). |
| | |
| | categories = game['categories'] # Game categories. |
| | for category in categories: |
| | categoryName = category # Category name (string). |
| | |
| | genres = game['genres'] # Game genres. |
| | for gender in genres: |
| | genderName = gender # Gender name (string). |
| | |
| | screenshots = game['scrennshots'] # Game screenshots. |
| | for screenshot in screenshots: |
| | scrennshotsURL = screenshot # Game screenshot URL (string). |
| | |
| | movies = game['movies'] # Game movies. |
| | for movie in movies: |
| | movieURL = movie # Game movie URL (string). |
| | |
| | tags = game['tags'] # Tags. |
| | for tag in tags: |
| | tagKey = tag # Tag key (string, int). |
| | ``` |
| |
|