biga666/steam-games-dataset
收藏资源简介:
Steam游戏数据集包含超过12万个在Steam平台上发布的游戏信息,由Fronkon Games维护。该数据集使用MIT许可证的代码,通过Steam API和Steam Spy收集数据,仅包含已发布的游戏,不包括DLC、剧集、音乐、视频等。数据集涵盖多个特征:appID(唯一标识符)、游戏名称、发布日期、估计拥有者、并发用户数、年龄要求、价格、DLC数量、详细描述、简短描述、支持语言、全音频语言、评论、头图URL、网站、支持URL、支持邮箱、系统支持(Windows、Mac、Linux)、Metacritic评分和URL、用户评分、正面和负面投票、评分排名、成就数、推荐数、备注、平均和中等游戏时长(总体和最近两周)、开发者、出版商、类别、类型、标签、截图、电影和包信息。数据集适用于文本生成、表格分类、表格回归、特征提取、零样本分类、文本检索、文本排名、摘要等多种NLP任务。
The Steam Games Dataset contains information of over 120,000 games published on the Steam platform, maintained by Fronkon Games. This dataset uses MIT-licensed code, collects data via the Steam API and Steam Spy, and only includes released games, excluding DLC, episodes, music, videos and other similar content. The dataset covers a wide range of features: appID (unique identifier), game name, release date, estimated owners, concurrent users, age requirements, price, number of DLCs, detailed descriptions, short descriptions, supported languages, full audio languages, reviews, header image URL, official website, support URL, support email, system support (Windows, Mac, Linux), Metacritic score and URL, user ratings, positive and negative votes, rating rank, number of achievements, recommendation count, notes, average and median playtime (overall and in the last two weeks), developers, publishers, categories, genres, tags, screenshots, movies and package information. This dataset is applicable to various NLP tasks including text generation, tabular classification, tabular regression, feature extraction, zero-shot classification, text retrieval, text ranking and summarization.



