Rep. Tim Walberg voted yes on all 7 tracked bills classified by an AI as favoring his top donor sectors—Retail & Consumer, Electric Utilities, and Securities & Investment—placing him among the top 30 House members by this metric. He voted yes on S3580-117, the Ocean Shipping Reform Act of 2022, which an AI classifier identified as favoring the Retail & Consumer sector.
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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 89/100.