Representative Tokuda voted in favor of 25% of bills classified as benefiting her top donor sectors, including Real Estate and Commercial Banks. She voted against the GENIUS Act, which an AI classifier assessed would favor Commercial Banks, and voted against the sole tracked bill classified as limiting those sectors.
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How we built this: a statistical pattern surfaced from public records — FEC campaign finance, Senate/House Lobbying Disclosure Act filings, and Congress.gov. The donor concentration and the legislative action are concurrent facts; this does not imply contributions caused the action, that the member acted improperly, or that the bill specifically benefits the named sector. Generated July 3, 2026 · internal signal score 70/100.