用户对励志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，有部分人群对励志类视频感兴趣。统计分析用户观看励志类视频的数据，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:采集用户对励志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: 励志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。

Against the backdrop that an increasing number of people choose to binge-watch short videos to relieve stress after daily work and personal life, a subset of users express interest in motivational videos. This dataset conducts statistical analysis on user viewing data for motivational videos, by establishing data tables for historical viewers, assigning user tags to determine their preference levels, and providing data support for big data-driven promotion and targeted video recommendation that aligns with user preferences.
1. Data Collection: Collect information including the number of clicks users make on motivational videos and other relevant data.
2. Proportion Calculation: The proportion of a user's clicks relative to the total number of clicks is calculated as (user clicks / total clicks) × 100%.
3. Ranking and Stratification: First, sort the calculated user click proportions in descending order. Then apply the ABCDEF classification method to stratify users: users with a proportion exceeding 0.26% are categorized as "Type A Users"; those with a proportion between 0.21% and 0.25% are categorized as "Type B Users"; those with a proportion ranging from 0.16% to 0.20% are categorized as "Type C Users"; those with a proportion between 0.11% and 0.15% are categorized as "Type D Users"; those with a proportion ranging from 0.06% to 0.10% are categorized as "Type E Users"; and users with a proportion below 0.05% are classified as "Type F Users".
4. Data Application: The click count results of motivational videos can serve as a basis for evaluating user preference levels, and provide technical support for regulatory authorities to carry out relevant supervision work.

搜集汇总

数据集介绍

特点

该数据集记录了用户对励志类视频的点击行为，通过点击数量和总点击数量的比例对用户进行等级分层（A-F类），用于分析用户喜好并支持个性化视频推荐。数据规模为690条，每年更新一次，适用于文化、体育和娱乐业的数据分析应用。