What it does
Segments users into three groups based on real event behavior: producers (frequent click_on events), consumers (only page_viewed/session_start), and inactive - surfacing the passive-consumer segment that login-based activity metrics hide.
You get
a three-way producer/consumer/inactive user split
How it works
Split users by what they do
build_insights_reportA weekly classification over 12 weeks: producers make 10 or more clicks and at least one submit, consumers browse but click fewer than 5 times, lurkers log in and little else, and inactive have no session in 30 days. Adds revenue per group and a split by plan.
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