← All insights▼
▼
Sector-Aligned Voting· Votes track the money
Tim Walberg (R) voted YEA on 7 of 7 bills classified as favoring their donor sectors — #18 rate in the House
Rep. Walberg voted yes on 7 of 7 bills (100%) that an AI classifier identified as favoring top donor sectors including Retail & Consumer and Electric Utilities, ranking #18 among House members on this metric. He voted yes on S.3580, the Ocean Shipping Reform Act of 2022, which the classifier identified as favoring the Retail & Consumer sector.
RTL
Retail & Consumer
top funded sector
gave $305K
3 sectors involved
▶
Tim Walberg
R-MI · House
voted YEA 7 of 7
100% aligned
▶
BILL
7 bills
classified as favoring their sectors
EXAMPLE VOTES BEHIND THE NUMBER
✓ YEA
S3580-117 — Ocean Shipping Reform Act of 2022
✓ YEA
S1020-119 — A bill to require the Federal Energy Regulatory Commission to extend the time period during which li
✓ YEA
HJRES20-119 — Providing for congressional disapproval under chapter 8 of title 5, United States Code, of the rule
100%
YEA rate on bills classified as favoring their donor sectors
7/7
sector-favoring bills they voted YEA on
#18
highest rate of 358 House members with enough such votes
1/1
YEA on bills classified as LIMITING those sectors
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 26, 2026 · internal signal score 89/100.