宣城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 collects ad delivery performance data for each campaign based on ad investment amount, content, region and delivery rules, for query analysis and operational strategy reference. It provides clients with clear and comprehensive data reports to help them understand the cost, target audience, age groups, interests and outcomes of ad delivery, support subsequent operational promotion work, enable the company to clearly guide each ad delivery operation, facilitate management teams and optimization personnel to provide reward support and guidance based on campaign results. It also provides the government with data on the preferences of various demographic groups for short videos, offering analytical data support for regulatory work. Additionally, it develops industry ad delivery operation analysis reports based on the different preferences of age groups, to help the industry better promote the healthy development of short videos.

1. Data Source
The data used in this analysis is sourced from the ERP system of Neduo Media, specifically regional short-video platform ad delivery-related data collected between January 1, 2024 and June 30, 2024. The data has been collected and completed with statistical analysis and processing.

2. Traffic Calculation Methodology
In the context of this dataset, traffic refers to the number of times content is displayed and played, which is a core indicator for measuring the breadth of content dissemination. Traffic sources are divided into organic play volume and traffic brought by ad delivery increments. The proportion of organic play volume reflects the inherent attractiveness of the content and its word-of-mouth communication capability; the ad delivery increment reflects the additional traffic brought by paid promotion. For example, content with higher ad investment usually corresponds to larger ad delivery increments, demonstrating that ad delivery plays a significant role in expanding traffic scale.
The formulas are as follows:
Total Play Volume = Organic Play Volume + Ad Delivery Increment
Organic Traffic Proportion = (Organic Play Volume / Total Play Volume) * 100%

3. Interaction Rate Calculation Methodology
The interaction rate reflects the degree of audience participation and feedback towards the content, embodying the deep impact of the content on the audience. It includes behaviors such as likes, comments, shares and collections. A like represents simple recognition and support; a comment indicates that the audience has deeper thoughts and a desire to express their opinions; a share means the audience is willing to recommend the content to others; a collection 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.
The formula is:
Interaction Rate = (Likes + Comments + Shares + Collections) / Total Play Volume * 100%

4. Rating Algorithm
Ad effects are rated based on the full play rate and total play volume, with the rating criteria as follows:
- Level S: Full play rate ≥ 35% and total play volume > 500,000
- Level A: Full play rate ≥ 30% and total play volume > 200,000
- Level B: Full play rate ≥ 25% and total play volume > 50,000
- Level C: Full play rate ≥ 20% and total play volume > 10,000
- Level D: Full play rate < 20% or total play volume ≤ 10,000

搜集汇总

背景与挑战

背景概述

该数据集包含宣城市区域短视频平台投流分析数据，规模为542条，每半年更新一次，涵盖投流费用、人群属性、播放量和互动指标等字段。主要用于企业运营策略优化和政府监管分析，通过算法计算流量、互动率和评级，支持短视频行业的良性发展。