# Zalwin data studies

Recurring studies built from live public records, refreshed automatically, with charts anyone may embed and CSV data for every chart.

- [Form D funding tracker](/studies/form-d-funding-tracker): In the week of 2026-10-26, 310 operating companies filed a new SEC Form D, reporting $3,023,740,270 sold (median $1,100,000); 416 pooled investment funds filed alongside them. (as of 2026-11-05)
- [Lobbying spend rankings](/studies/lobbying-spend-rankings): In Q3 2026, 448 clients reported paying City of Chicago lobbyists a combined $5,622,979. (as of 2026-11-05)
- [Data breach notice statistics](/studies/data-breach-notice-stats): From 2025-11 to 2026-10, 776 data breach notices were filed with the California, Washington, Delaware attorneys general in the datasets tracked here; California received 548 (70.6%). (as of 2026-11-05)
- [State licensing leaderboards](/studies/state-licensing-leaderboards): Across 18 state and city licensing datasets, 18,136 new license records are dated in the 90 days from 2026-08-07 to 2026-11-05 (counting a license that appears in two datasets once). (as of 2026-11-05)

Per-dataset statistics for every feed are in [Zalwin Research](/research).