What are the best python libraries list youtube for data scraping and video analysis? or Can anyone r

For scraping, selenium is overkill but works if the site blocks simple requests.

pandas + requests can clean/analyze data after scraping.

Haven’t found a perfect python libraries list youtube vid, but *Real Python* has solid articles on this.