To start sharing your listening activity with friends on the desktop app, click your profile picture > Settings > Social and turn on "Share my Listening Activity on Spotify." On the mobile app ...
But after a while, Spotify starts to get a fuller picture as to what you actually like to listen to. The Taste Profile is just that: it's a profile of your musical tastes. Maybe you like to listen ...