For now, go into Spotify and go to Edit>Preferences. Untick all the boxes under activity sharing and nothing should be shared at that point.
I don't know if it's possible, but it would be worth a shot to submit a support ticket on the contact form over here to ask for your activity history to be cleared: https://www.spotify.com/about-us/contact/
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