用户对动漫剪辑类视频喜好等级分层数据

在日常生活工作之余，越来越多的人喜欢刷视频来缓解压力，有部分人群对动漫剪辑类视频感兴趣。统计分析用户观看动漫剪辑类视频的数据，通过对历史观看用户建立表格，对用户进行标签制定，定位用户喜好级别，通过大数据推广，为用户推送符合喜好的视频提供数据支持。1. 数据采集:采集用户对动漫剪辑类视频的点击数量等信息; 2. 用户点击数量占总点击数量的比例=用户点击数量/总点击数量*100%； 3. 用户点击数量占总点击数量的比例按从大到小进行排名；分类运用ABCDEF分类法，对占比0.26%以上的，给予“A类用户”分层；占比0.21%到0.25%区间的，则给予“B类用户”分层；占比在0.16%到0.20%区间，则给予“C类用户”分层；占比在0.11%到0.15%区间，则给予“D类用户”分层；占比在0.06%到0.1%区间，则给予“E类用户”分层；占比在0.05%以下，则给予“F类用户”分层； 4. 数据应用: 动漫剪辑类视频的点击次数结果可以作为用户喜好等级评价的依据，为监管部门向监管提供技术支撑。

An increasing number of people choose to watch short videos to relieve stress in their spare time after daily work and life, and some groups are particularly fond of anime clip videos. This dataset performs statistical analysis on user viewing data of anime clip videos: by establishing tables for historical viewers, developing user tags, determining users' preference levels, and utilizing big data-driven promotion, it provides data support for delivering personalized videos that match users' preferences. 1. Data Collection: Collect information such as the number of clicks on anime clip videos from users. 2. Click Proportion Calculation: Proportion of user clicks to total clicks = (Number of user clicks / Total number of clicks) × 100%. 3. Ranking and Classification: Rank users in descending order based on their click proportion, then classify them using the ABCDEF classification method: users with a proportion exceeding 0.26% are classified as "Type A Users"; those with a proportion between 0.21% and 0.25% are "Type B Users"; users with a proportion ranging from 0.16% to 0.20% are "Type C Users"; those with a proportion from 0.11% to 0.15% are "Type D Users"; users with a proportion between 0.06% and 0.10% are "Type E Users"; and those with a proportion below 0.05% are "Type F Users". 4. Data Application: The click count results of anime clip videos can be used as the basis for evaluating users' preference levels, providing technical support for regulatory authorities to carry out supervision work.