5e208239474fdc535858ce8e7141f5eac328a810
Feedback: showing "102 followers to date" as the headline of a monthly report answers the wrong question — a reader wants to know what happened in the month the report covers, with the cumulative numbers as supporting context, not the other way around. Audience Composition already did this correctly (month-scoped "22 new followers" by design); Follower Study now leads the same way: which new Notable Contacts joined this specific month, and which Account Clusters grew, computed live for whatever month is selected. The existing cumulative "bimodal seniority"/"shallow-network" findings stay, just demoted to a clearly-labeled "full picture, to date" section beneath. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
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