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Sector-Aligned Voting· Votes track the money
Jill N. Tokuda (D) voted YEA on just 1 of 4 bills classified as favoring their own donor sectors
Rep. 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 (S1582-119), which an AI classifier identified as favoring Commercial Banks, and opposed the one tracked bill classified as limiting these sectors.
RE
Real Estate
top funded sector
gave $105K
2 sectors involved
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Jill N. Tokuda
D-HI · House
voted YEA 1 of 4
25% aligned
▶
BILL
4 bills
classified as favoring their sectors
EXAMPLE VOTES BEHIND THE NUMBER
✕ NAY
S1582-119 — GENIUS Act
✕ NAY
SJRES32-118 — A joint resolution providing for congressional disapproval under chapter 8 of title 5, United States
✕ NAY
SJRES18-119 — A joint resolution disapproving the rule submitted by the Bureau of Consumer Financial Protection re
25%
YEA rate on bills classified as favoring their donor sectors
1/4
sector-favoring bills they voted YEA on
0/1
YEA on bills classified as LIMITING those sectors
FOLLOW THE TRAIL
◈ Ask the Analyst about Jill N. Tokuda →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 12, 2026 · internal signal score 70/100.