Jill N. Tokuda

Executive Summary

• Top donor alignment: INTERNATIONAL ASSOCIATION OF SHEET METAL, AIR, RAIL AND TRANSPORTATION WORKERS POLITICAL ACTION LEAGUE — 6% vote alignment ($10K given). Official Source

Top Attack Vectors — Donor Alignment

Ranked by vote-alignment score. Source: FEC filings (Tier 1 — official public record). Timing correlation only; platform does not assert causation.

1. 1.

   INTERNATIONAL ASSOCIATION OF SHEET METAL, AIR, RAIL AND TRANSPORTATION WORKERS POLITICAL ACTION LEAGUE

   $10K given · voted FOR 14/254 associated bills · 6% alignment

   Jill N. Tokuda received $10,000 from INTERNATIONAL ASSOCIATION OF SHEET METAL, AIR, RAIL AND TRANSPORTATION WORKERS POLITICAL ACTION LEAGUE → voted FOR 14/254 associated bills (6% alignment). Source: FEC filings (Tier 1 public record). Reflects timing correlation between donations and favorable votes; causation is not asserted.

2. 2.

   ACTBLUE

   $190K given · voted FOR 14/297 associated bills · 5% alignment

   Jill N. Tokuda received $189,598.5 from ACTBLUE → voted FOR 14/297 associated bills (5% alignment). Source: FEC filings (Tier 1 public record). Reflects timing correlation between donations and favorable votes; causation is not asserted.

3. 3.

   MACHINISTS NON PARTISAN POLITICAL LEAGUE OF THE INTERNATIONAL ASSOCIATION OF MACHINISTS & AEROSPACE WORKERS

   $10K given · voted FOR 14/297 associated bills · 5% alignment

   Jill N. Tokuda received $10,000 from MACHINISTS NON PARTISAN POLITICAL LEAGUE OF THE INTERNATIONAL ASSOCIATION OF MACHINISTS & AEROSPACE WORKERS → voted FOR 14/297 associated bills (5% alignment). Source: FEC filings (Tier 1 public record). Reflects timing correlation between donations and favorable votes; causation is not asserted.

4. 4.

   NATIONAL ASSOCIATION OF REALTORS POLITICAL ACTION COMMITTEE

   $13K given · voted FOR 20/1387 associated bills · 1% alignment

   Jill N. Tokuda received $13,000 from NATIONAL ASSOCIATION OF REALTORS POLITICAL ACTION COMMITTEE → voted FOR 20/1387 associated bills (1% alignment). Source: FEC filings (Tier 1 public record). Reflects timing correlation between donations and favorable votes; causation is not asserted.

5. 5.

   BLUE TO THE FUTURE

   $35K given · voted FOR 20/1387 associated bills · 1% alignment

   Jill N. Tokuda received $34,570.29 from BLUE TO THE FUTURE → voted FOR 20/1387 associated bills (1% alignment). Source: FEC filings (Tier 1 public record). Reflects timing correlation between donations and favorable votes; causation is not asserted.