遇见数据集

Movies and Ratings

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Zenodo2023-08-23 更新2026-05-26 收录
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Transformed, cleaned dataset with reduced number of columns for all 45,000 movies listed in the full MovieLens dataset of movies released in July 2017 or earlier. Data points include movie ID, title, budget, languages, and genres. This dataset also includes 26 million ratings from 270,000 users for all 45,000 movies. Ratings are given on a scale of 1 to 5 and include user ID, movie ID, rating, and timestamp. This dataset consists of the following files: * movies.csv: The main movie metadata file. Contains information on 45,000 movies included in the full MovieLens dataset. * ratings.csv: The full MovieLens dataset with 26 million ratings and 750,000 tag applications from 270,000 users on all 45,000 movies in this dataset. This dataset is a further development of the following public domain dataset published on Kaggle: https://www.kaggle.com/datasets/rounakbanik/the-movies-dataset This data was obtained from the official GroupLens website. The data was originally obtained from The Movies DataBase (TMDB) via the TMDB AP

本数据集为经过转换与清洗后的精简版本,针对完整MovieLens数据集中2017年7月及更早发布的全部45000部电影,对原数据列数进行了缩减。数据字段包含电影ID、影片标题、制作预算、使用语言以及影片流派。 本数据集还包含来自27万名用户对全部45000部电影的2600万条评分,评分区间为1至5分,数据项包含用户ID、电影ID、评分值与时间戳。 本数据集包含以下文件: * movies.csv:主电影元数据文件,收录了完整MovieLens数据集中的45000部电影的相关信息。 * ratings.csv:完整MovieLens数据集,包含针对本数据集内全部45000部电影的2600万条评分与75万条用户标签标注记录,数据来源为27万名用户。 本数据集是对Kaggle平台上发布的以下公有领域数据集的进一步衍生版本:https://www.kaggle.com/datasets/rounakbanik/the-movies-dataset 本数据源自GroupLens官方网站获取,原始数据通过TMDB(The Movies Database)接口获取。

提供机构:
Zenodo
创建时间:
2023-08-23
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