Relevant Data on the Impact of Visual Elements on Click Behavior When Bilibili (a Chinese social media platform) Users Proactively Search for Popular Science Videos.

<br>The data in the EXCEL file consists of statistics and integration of 41,224 video records, including parameters such as blogger name, blogger homepage, number of followers, video links, thumbnail image links, view count, danmaku count, repost count, thumbnail brightness, image quality, color, and other relevant data.The py file contains the code used in this paper, including data scraping, data cleaning, data visualization, and other processes.The Brisque algorithm is an image quality assessment algorithm that needs to be implemented using MATLAB software.<br><br><br>

本Excel文件中的数据为41224条视频记录的统计与整合结果，涵盖博主名称、博主主页、粉丝数、视频链接、缩略图链接、播放量、弹幕数、转发量、缩略图亮度、图像质量、色彩等相关参数。
本Python脚本文件包含本文所使用的代码，涵盖数据爬取、数据清洗、数据可视化等处理流程。
Brisque图像质量评估算法（Brisque algorithm）是一种图像质量评估算法，需借助MATLAB软件实现。