Business Problem

You are a Growth Data Scientist at Meta. The Feed Quality team wants a baseline read on engagement-per-post across the three visibility tiers (public, followers, private). They need the post count per variant, total reactions, average reactions per post, and the relative lift versus the highest-volume variant. The output feeds the Reels ranking experiment design doc.