用户对口播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，有部分人群对口播类视频感兴趣。统计分析用户观看口播类视频的数据，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:采集用户对口播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: 口播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。

Beyond daily work and routine life, an increasing number of individuals opt to watch videos as a way to relieve stress, with a subset of the population showing particular interest in spoken-word videos. This dataset performs statistical analysis on users' viewing data for spoken-word videos, constructs user profiles based on historical viewers, develops standardized user tags, identifies users' preference levels, and offers data support for delivering videos aligned with users' preferences through big data-driven promotion.
1. Data Collection: Collect information including the number of clicks on spoken-word videos made by users;
2. Proportion Calculation: The proportion of a user's clicks relative to the total clicks is calculated as: (User's click count / Total click count) × 100%;
3. Classification and Ranking: Rank the calculated proportions in descending order, and categorize users via the ABCDEF classification method: users with a proportion exceeding 0.26% are classified as "Category A Users"; those with a proportion between 0.21% and 0.25% fall into "Category B Users"; users with a proportion ranging from 0.16% to 0.20% are categorized as "Category C Users"; those with a proportion of 0.11% to 0.15% are "Category D Users"; users with a proportion between 0.06% and 0.10% are "Category E Users"; and users with a proportion below 0.05% are "Category F Users";
4. Data Application: The click count results of spoken-word videos can serve as the basis for evaluating users' preference levels, providing technical support for regulatory authorities to conduct their supervision work.

搜集汇总

数据集介绍

特点

该数据集记录了用户对口播类视频的点击行为，包含690条数据，每年更新一次。通过分析用户点击占比，将用户分为A-F六个等级，用于精准推送符合用户喜好的视频内容。