Historical backfill in progress — 134 corporate & association committees ingested so far of a ~1,500-committee sweep, expected complete July 11. Rankings shift as data lands; everything refreshes nightly.
Derived from this committee's own FEC filings by date math — late reports, amendment churn, treasurer networks. Pattern indicators are labeled in the finding text.
Who runs this committee's compliance operation — fingerprinted from the software named in its own e-filings, and from payments to known PAC-management firms.