亳州市区域短视频平台投流分析数据

通过投流金额、内容、区域、投流规则，得到每一次投流结果数据，进行查询分析和运营策略参考。为客户提供清晰完善的数据报告，帮助客户了解投流的费用、人群、年龄、兴趣和成果，帮助后续的运营推广给运营部门的支持，公司可以清晰指导运营每一次投流的情况，方便管理团队和优化成员，根据结果给予奖励支持和指导。为政府提供当前各类型人群喜好的短视频数据情况，为监管提供分析数据支持。形成各年龄人群不同偏好的行业投流运营分析报告，帮助行业更好的推动良性的短视频发展。一、数据来源：本次分析的数据来源于奈朵传媒ERP系统，具体为2024年1月1日至2024年6月30日期间的区域短视频平台投流相关数据，数据经采集后已完成统计分析处理。二、流量算法：流量在数据背景下可理解为内容被展示和播放的情况，是衡量内容传播广度的重要指标。数据来源分为自然播放量和投流增量带来的流量。自然播放量占比体现了内容本身的吸引力和口碑传播能力；投流增量则反映了通过付费推广所带来的额外流量，像一些投流费用较高的内容，相应的投流增量也比较大，显示出投流对扩大流量规模有明显作用。总播放量=自然播放量+投流增量，自然流量占比=自然播放量/总播放量*100%。三、互动率算法：互动率反映的是受众与内容之间的参与和反馈程度，体现了内容对受众的深度影响。包括点赞、评论、分享、收藏等行为，点赞是一种简单的认可和支持，评论则表明受众有更深入的想法和表达欲望，分享意味着受众愿意将内容推荐给他人，收藏说明受众希望保存内容以便后续查看。如数据中有的内容点赞数较多，说明它比较受欢迎；而评论数多，则表示该内容引发了受众的热烈讨论。互动率=（点赞+评论+分享+收藏）/总播放量*100%。四、评级算法：根据完播率和播放量对广告效果进行评级。S级：完播率≥35%且总播放量>50万；A级：完播率≥30%且总播放量> 20万；B级：完播率≥25%且总播放量> 5万；C级：完播率≥20%且总播放量>1万；D级：完播率‌<‌20%或总播放量‌≤1万。

By collecting each paid traffic delivery performance data based on delivery amount, content, region and delivery rules, this dataset supports query analysis and provides references for operational strategies. It offers clients clear and comprehensive data reports to help them understand the costs, target demographics, age groups, interests and outcomes of paid traffic delivery, supporting subsequent operational promotion. The company can clearly guide the execution of each paid traffic delivery, facilitating management teams and optimization staff to provide reward support and guidance based on results. It also provides the government with short-video data reflecting the preferences of various current audience groups, offering analytical data support for regulatory work. Moreover, it will generate industry paid traffic delivery and operation analysis reports based on the different preferences of different age groups, helping the industry better promote the healthy development of short-video platforms.

1. Data Source
The data used in this analysis is sourced from the ERP system of Naduo Media, specifically the paid traffic delivery-related data of regional short-video platforms from January 1, 2024 to June 30, 2024. The data has undergone statistical analysis and processing after collection.

2. Traffic Calculation Methodology
Traffic, in the context of this dataset, refers to the display and playback of content, serving as an important indicator to measure the breadth of content dissemination. The traffic sources are divided into organic playback volume and traffic brought by paid traffic increments. The proportion of organic playback volume reflects the inherent attractiveness and word-of-mouth communication capability of the content; the paid traffic increment reflects the additional traffic brought by paid promotion. For example, content with higher delivery costs usually has a larger paid traffic increment, demonstrating that paid traffic delivery plays a significant role in expanding traffic scale.
Total Playback Volume = Organic Playback Volume + Paid Traffic Increment
Organic Traffic Ratio = (Organic Playback Volume / Total Playback Volume) * 100%

3. Engagement Rate Calculation Methodology
Engagement rate reflects the degree of participation and feedback between the audience and the content, embodying the deep impact of the content on the audience. It includes behaviors such as likes, comments, shares and favorites. A like represents simple recognition and support; a comment indicates that the audience has deeper thoughts and a desire to express; a share means the audience is willing to recommend the content to others; a favorite shows that the audience wants to save the content for future viewing. For instance, content with a high number of likes is relatively popular, while content with a large number of comments has sparked heated discussions among the audience.
Engagement Rate = (Likes + Comments + Shares + Favorites) / Total Playback Volume * 100%

4. Rating Calculation Methodology
The advertising effect is rated based on the complete playback rate and total playback volume:
- Level S: Complete playback rate ≥ 35% and total playback volume > 500,000
- Level A: Complete playback rate ≥ 30% and total playback volume > 200,000
- Level B: Complete playback rate ≥ 25% and total playback volume > 50,000
- Level C: Complete playback rate ≥ 20% and total playback volume > 10,000
- Level D: Complete playback rate < 20% or total playback volume ≤ 10,000

搜集汇总

背景与挑战

背景概述

该数据集聚焦于亳州市区域在短视频平台（如快手）的投流分析，包含549条记录，涵盖投流费用、人群属性、内容类型和效果指标（如播放量、互动率、评级）等22个字段，每半年更新一次。其特点在于通过结构化数据详细记录了投流活动的多维信息，并基于算法规则（如流量和互动率计算）评估广告效果，旨在为企业运营策略优化和政府监管提供数据支持，促进短视频行业的良性发展。