Where Can I Find a Reliable Spotify User Information Dataset for Analysis? or How Can I Access a Spot

Why not just simulate the data? If you need demographics + habits for testing, tools like Mockaroo let you fake realistic-ish spotify user information datasets.

Not perfect, but way safer than sketchy downloads.

For real data, yeah, API or bust.