海口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。

This dataset is compiled using ad delivery budget, content, region and delivery rules, with data collected from each individual ad delivery campaign for query analysis and operational strategy reference. It delivers clear and comprehensive data reports to clients, enabling them to gain insights into the costs, target audiences, age demographics, audience interests and campaign results of their ad investments, thereby supporting subsequent operational promotion efforts. The company can clearly track and oversee each ad delivery operation, facilitating management teams and optimization staff to provide reward support and targeted guidance based on campaign outcomes. Furthermore, it provides government agencies with short-video data reflecting the preferences of various demographic groups, offering analytical data support for regulatory work. Additionally, it generates industry-specific ad delivery operation analysis reports based on the preference differences across age groups, helping the industry advance the healthy and sustainable development of short-video platforms.

1. Data Source
The data used in this analysis is sourced from the Naiduo Media ERP System, specifically short-video platform ad delivery-related data collected between January 1, 2024 and June 30, 2024. All data has undergone collection, statistical analysis and processing procedures.

2. Traffic Calculation
In the context of this dataset, traffic refers to the number of times content is displayed and played, serving as a core indicator for measuring the breadth of content dissemination. Traffic sources are divided into organic plays and paid traffic increments. The proportion of organic plays reflects the inherent attractiveness of the content and its word-of-mouth propagation capability; paid traffic increments represent the additional traffic generated by paid promotion efforts. For example, content with higher ad delivery budgets typically yields larger paid traffic increments, demonstrating that ad delivery effectively expands the scale of traffic. The relevant formulas are as follows:
Total Plays = Organic Plays + Paid Traffic Increments
Organic Traffic Proportion = (Organic Plays / Total Plays) × 100%

3. Engagement Rate Calculation
Engagement rate reflects the level of audience participation and feedback towards the content, embodying the deep influence of the content on its target audience. It encompasses behaviors including likes, comments, shares and collections. Likes represent simple recognition and support from the audience; comments indicate that the audience has developed in-depth thoughts and a desire to express their views; shares mean the audience is willing to recommend the content to others; and collections show that the audience wishes to save the content for future viewing. For instance, content with a high number of likes is generally more popular among audiences, while content with a high number of comments has sparked heated discussions among viewers. The calculation formula is:
Engagement Rate = (Likes + Comments + Shares + Collections) / Total Plays × 100%

4. Rating Calculation
The effectiveness of ad campaigns is rated based on two metrics: completion rate and total plays. The specific rating criteria are listed below:
- S Grade: Completion rate ≥ 35% and total plays > 500,000
- A Grade: Completion rate ≥ 30% and total plays > 200,000
- B Grade: Completion rate ≥ 25% and total plays > 50,000
- C Grade: Completion rate ≥ 20% and total plays > 10,000
- D Grade: Completion rate < 20% or total plays ≤ 10,000

搜集汇总

背景与挑战

背景概述

该数据集包含海口市2024年上半年534条短视频平台投流记录，涵盖投流费用、人群属性、播放量和互动指标等21个字段，用于分析投流效果和用户偏好。数据集通过算法计算流量构成、互动率和效果评级，支持企业运营优化和政府行业监管，每半年更新一次。