How To Download Large Video Datasets As A Solo Researcher? Is There Any Large Scale Hosted Video Dataset?

I don’t understand scraping infrastructure.

I can make 10 fake YouTube accounts and try to scrape Koala 36M but it’s not possible. It takes like 100-1000VMs to actually do this scraping in time

Large companies don’t publish anything. They have 10s of millions scale videos and don’t even put of 10M.