青岛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。

Based on ad delivery budget, content, region and delivery rules, this dataset collects the result data of each ad delivery campaign for query analysis and operational strategy reference. It provides clients with clear and comprehensive data reports, enabling them to gain insights into ad delivery costs, target audiences, age groups, interests and campaign outcomes, and supports subsequent operational promotion. The company can clearly track and guide each ad delivery operation, facilitating management teams and optimization staff to provide reward support and guidance based on campaign results. It also supplies the government with short-video preference data of various demographic groups at present, offering analytical data support for regulatory work. It will generate industry ad delivery operation analysis reports based on different preferences across age groups, to help 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 Naiduo Media, specifically regional short-video platform ad delivery-related data from January 1, 2024 to June 30, 2024. The data has been collected and undergone statistical analysis and processing.

2. Traffic Algorithm: In the context of this dataset, traffic refers to the number of times content is displayed and played, serving as a critical indicator for measuring the breadth of content dissemination. Traffic is divided into two categories: organic playback volume and traffic increment generated by paid ad delivery. The proportion of organic playback volume reflects the content's inherent attractiveness and word-of-mouth communication capability; the ad delivery increment reflects the additional traffic brought by paid promotion. For example, content with higher ad delivery costs usually sees a larger corresponding ad delivery increment, demonstrating that ad delivery plays a significant role in expanding traffic scale. The relevant formulas are:
Total Playback Volume = Organic Playback Volume + Ad Delivery Increment
Organic Traffic Proportion = (Organic Playback Volume / Total Playback Volume) * 100%

3. Interaction Rate Algorithm: Interaction rate reflects the degree of audience engagement and feedback with the content, demonstrating the deep influence of the content on the target audience. It covers behaviors such as likes, comments, shares and collections. Likes represent simple recognition and support; comments indicate that the audience has deeper thoughts and a desire to express themselves; shares mean the audience is willing to recommend the content to others; collections show 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 high number of comments has sparked heated discussions among the audience. The formula for interaction rate is:
Interaction Rate = (Likes + Comments + Shares + Collections) / Total Playback Volume * 100%

4. Rating Algorithm: Ad campaign effectiveness is rated based on completion rate and total playback volume, with the criteria as follows:
- S Level: Completion rate ≥ 35% and total playback volume > 500,000;
- A Level: Completion rate ≥ 30% and total playback volume > 200,000;
- B Level: Completion rate ≥ 25% and total playback volume > 50,000;
- C Level: Completion rate ≥ 20% and total playback volume > 10,000;
- D Level: Completion rate < 20% or total playback volume ≤ 10,000.

搜集汇总

背景与挑战

背景概述

该数据集包含青岛市区域短视频平台投流分析数据，总计532条记录，涵盖投流费用、人群属性、播放量和互动指标等关键信息，用于运营策略分析和行业报告支持。数据每半年更新一次，通过算法计算流量、互动率和评级，提升投流效果评估的准确性。