Yes, I know. :D Your previous project with Unsplash made me try a similar approach [1] for banners of video games on Steam.
Edit: 50,630 apps according to https://www.gamedatacrunch.com/
As I focused on vertical banners, the list was smaller (~30k apps). This is equivalent to the *lite* version of Unsplash's dataset.