Data sources
Generated . Current cycle: 2026.
Pipeline health
Every ingest cron writes a row to ingest_runs on start + on finish. Sources with consecutive failures > 0 are stale until the next successful run; anything red here is actively broken, not a historical snapshot.
No runs recorded yet — the ledger lands rows as crons fire.
Source freshness
| Source | Category | Rows | Last write | Age | Generator |
|---|---|---|---|---|---|
| FEC candidates | FEC | 54,051 | 2026-05-18 01:25:09 | 21 hr ago | — |
| FEC committees | FEC | 88,636 | 2026-05-18 06:09:45 | 16 hr ago | — |
| FEC elections (derived) | FEC | 19,391 | 2026-05-18 06:06:25 | 16 hr ago | — |
| FEC candidate→election links | FEC | 176,062 | 2026-05-18 06:06:28 | 16 hr ago | — |
| FEC candidate→committee links | FEC | 36,604 | 2026-05-16 22:24:00 | 2 d ago | — |
| congress.gov members | Congress | 3,183 | 2026-05-18 18:15:22 | 4 hr ago | — |
| congress.gov bills | Congress | 82,550 | 2026-05-18 20:30:24 | 2 hr ago | — |
| congress.gov sponsorships | Congress | 271,208 | 2026-05-18 20:30:25 | 2 hr ago | — |
| govinfo bill actions | Congress | 304,938 | 2026-05-18 20:30:31 | 2 hr ago | — |
| govinfo bill text versions | Congress | 70,008 | 2026-05-17 17:28:41 | 1 d ago | — |
| House + Senate roll-call votes | Votes | 964,286 | 2026-05-17 18:29:58 | 1 d ago | — |
| IRS / ProPublica nonprofits | IRS nonprofits | 162,498 | 2026-05-17 03:28:52 | 1 d ago | — |
| Census ACS demographics (5 geographies) | Census ACS | 42,462 | 2026-05-17 04:52:49 | 1 d ago | — |
| FEC Schedule A — individual contributions | FEC | 1,095,250 | 2026-05-18 11:05:20 | 11 hr ago | — |
| FEC Schedule B — operating disbursements | FEC | 3,067,750 | 2026-05-17 01:55:42 | 1 d ago | — |
| FEC Schedule E — independent expenditures | FEC | 142,200 | 2026-05-17 01:37:03 | 1 d ago | — |
| FEC pas2 — committee→candidate transfers | FEC | 888,750 | 2026-05-17 01:48:07 | 1 d ago | — |
| LDA lobbying filings | Congress | 16,775 | 2026-05-17 17:25:48 | 1 d ago | — |
| FARA registrants | Congress | 6,999 | 2026-05-17 03:01:52 | 1 d ago | — |
| FARA foreign principals | Congress | 17,497 | 2026-05-17 03:10:39 | 1 d ago | — |
| FARA documents (filings + supplemental statements) | Congress | 124,265 | 2026-05-17 03:10:55 | 1 d ago | — |
| LDA lobbying registrants | Congress | 2,715 | 2026-05-17 17:25:41 | 1 d ago | — |
| LDA lobbying clients | Congress | 14,022 | 2026-05-17 17:25:48 | 1 d ago | — |
| Federal + state deadlines (codified) | Codified | 1,574 | 2026-05-17 00:33:09 | 1 d ago | wy-2026-02 |
| Federal + state contribution limits (codified) | Codified | 770 | 2026-05-17 00:54:10 | 1 d ago | state-limits-2026-01 |
| Federal + state filing thresholds (codified) | Codified | 238 | 2026-05-17 00:54:14 | 1 d ago | state-thresholds-2026-01 |
| Voyage AI embeddings (1024-dim) | Embeddings | 516,327 | 2026-05-18 11:49:47 | 10 hr ago | — |
| Watch lists | User-generated | 1 | 2026-05-17 03:14:42 | 1 d ago | — |
| Watch-list items | User-generated | 2 | 2026-05-17 03:29:17 | 1 d ago | — |
| Reactions | User-generated | 5 | 2026-05-18 14:05:50 | 8 hr ago | — |
| Users | User-generated | 2 | 2026-05-16 22:16:49 | 2 d ago | — |
| Canonical persons | Canonical entity graph | 85,904 | 2026-05-18 19:02:15 | 3 hr ago | — |
| Person aliases (cross-source IDs) | Canonical entity graph | 84,156 | 2026-05-18 19:02:15 | 3 hr ago | — |
| Canonical organizations | Canonical entity graph | 272,069 | 2026-05-18 22:23:23 | 18 min ago | — |
| Organization aliases (cross-source IDs) | Canonical entity graph | 441,429 | 2026-05-18 22:23:23 | 18 min ago | — |
| Typed edges (donations, lobbying, sponsorships, …) | Canonical entity graph | 1,449,234 | 2026-05-18 20:54:08 | 1 hr ago | — |
| Federal Register documents | Federal Register + Regulations.gov | 590 | 2026-05-17 13:59:29 | 1 d ago | — |
| Federal Register agencies | Federal Register + Regulations.gov | 470 | 2026-05-17 13:59:26 | 1 d ago | — |
| Regulations.gov dockets | Federal Register + Regulations.gov | 9 | 2026-05-17 14:13:52 | 1 d ago | — |
| Regulations.gov documents | Federal Register + Regulations.gov | 189 | 2026-05-17 14:13:53 | 1 d ago | — |
| Regulations.gov public comments | Federal Register + Regulations.gov | 0 | — | — | — |
| Stats snapshots (precomputed aggregates) | Meta | 31 | 2026-05-18 22:38:08 | 3 min ago | — |
| Lobbying ↔ bill mentions (structured projection) | Canonical entity graph | 12,586 | 2026-05-17 17:36:40 | 1 d ago | — |
| USAspending federal contracts | FEC | 300 | 2026-05-18 18:51:46 | 3 hr ago | — |
| SEC EDGAR filings | Federal Register + Regulations.gov | 953 | 2026-05-18 21:06:49 | 1 hr ago | — |
| Congressional hearings | Congress | 20 | 2026-05-18 20:39:24 | 2 hr ago | — |
| Person link review queue | Canonical entity graph | 0 | — | — | — |
| Organization link review queue | Canonical entity graph | 0 | — | — | — |
| Ingest runs (one row per cron invocation) | Meta | 0 | — | — | — |
| Ingest watermarks (per-source delta cursors) | Meta | 0 | — | — | — |
| Sessions (logged-in browser cookies) | User-generated | 28 | 2026-05-18 22:03:16 | 38 min ago | — |
| Personal access tokens | User-generated | 1 | 2026-05-17 18:28:38 | 1 d ago | — |
| Magic-link sign-in tokens | User-generated | 35 | 2026-05-18 22:03:05 | 39 min ago | — |
| Legal profiles (FEC-required donor fields) | User-generated | 0 | — | — | — |
| Point events (reaction-earned ledger) | User-generated | 941 | 2026-05-18 22:42:01 | just now | — |
| Threads (user notes + /ask responses) | User-generated | 44 | 2026-05-18 22:33:35 | 8 min ago | — |
| Thread @mentions | User-generated | 388 | 2026-05-18 22:33:35 | 8 min ago | — |
| Thread followers | User-generated | 0 | — | — | — |
| Watch-list followers | User-generated | 0 | — | — | — |
| /ask token wallets | User-generated | 2 | 2026-05-18 22:33:35 | 8 min ago | — |
| /ask token charges (append-only ledger) | User-generated | 50 | 2026-05-18 22:33:35 | 8 min ago | — |
| Events (system event stream) | Meta | 0 | — | — | — |