This study uses a mixed-methods approach, combining quantitative and qualitative analysis of MyHotSite's 2021 video data. We collected a dataset of 10,000 videos uploaded to the platform between January 1, 2021, and December 31, 2021, using publicly available APIs and web scraping techniques. The dataset includes video metadata (title, description, tags, upload date, and engagement metrics).