Self, Keith

Transparency tool — not a scorecard. Financial activity data (campaign contributions, lobbying exposure, stock filings) reflects public records, not evidence of wrongdoing. Higher numbers may reflect seniority, committee assignments, or a competitive district. Lobbying exposure is attributed via committee jurisdiction, not direct contact. All data sourced from FEC, Congress.gov, Senate LDA, and House Clerk filings.