Trade ↔ Vote Correlations
When members of Congress trade stocks within 30 days of voting on related legislation, we track it. Every correlation scored 0-100 based on timing, trade size, and industry match. Correlation is not accusation — but patterns are worth watching.
How Scoring Works
Timing (0-40 pts): Trades within 3 days of a vote score highest. Before-vote bonus (+10): Trading before voting is more suspicious. Amount (0-30 pts): Larger trades score higher. Industry match (0-20 pts): If the stock's industry matches the bill topic. Score ≥70 = flagged for review.
30,204
Correlations
49
Politicians
719
Score 70+
44.3
Avg Score
Highest Average Scores
55 avg
52 avg
50.9 avg
48.5 avg
48.2 avg
47.1 avg
47 avg
46.7 avg
45.6 avg
45.4 avg
30
Stock Trade
TTD
purchase $8K
Timing
29 days before vote
Trade: Jan 9 → Vote: Dec 11, 2025
Trade: Jan 9 → Vote: Dec 11, 2025
Vote
On Agreeing to the Amendment
Voted: No
Voted: No
Gilbert Cisneros bought TTD ($1,001-$15,000) 29 days after voting 'No' on On Agreeing to the Amendment
30
Stock Trade
VRSK
sale $8K
Timing
22 days before vote
Trade: Jan 9 → Vote: Dec 18, 2025
Trade: Jan 9 → Vote: Dec 18, 2025
Vote
On Motion to Recommit
Voted: Yes
Voted: Yes
Gilbert Cisneros sold VRSK ($1,001-$15,000) 22 days after voting 'Yes' on On Motion to Recommit
30
Stock Trade
GEV
purchase $8K
Timing
25 days before vote
Trade: Jan 9 → Vote: Dec 15, 2025
Trade: Jan 9 → Vote: Dec 15, 2025
Vote
On Motion to Suspend the Rules and Pass, as Amended
Voted: Yes
Voted: Yes
Gilbert Cisneros bought GEV ($1,001-$15,000) 25 days after voting 'Yes' on On Motion to Suspend the Rules and Pass, as Amended
30
Stock Trade
UBER
purchase $8K
Timing
24 days before vote
Trade: Feb 6 → Vote: Jan 13, 2026
Trade: Feb 6 → Vote: Jan 13, 2026
Vote
On the Motion to Proceed
Voted: No
Voted: No
John Boozman bought UBER ($1,001-$15,000) 24 days after voting 'No' on Motion to Proceed to S.J. Res. 84
30
Stock Trade
AMAT
sale $8K
Timing
23 days before vote
Trade: Feb 27 → Vote: Feb 4, 2026
Trade: Feb 27 → Vote: Feb 4, 2026
Vote
On the Cloture Motion
Voted: Yes
Voted: Yes
John Boozman sold AMAT ($1,001-$15,000) 23 days after voting 'Yes' on Motion to Invoke Cloture: Brian Charles Lea to be U.S. District Judge for the Western District of Te
30
Stock Trade
FBK
purchase $8K
Timing
28 days before vote
Trade: Jan 15 → Vote: Dec 18, 2025
Trade: Jan 15 → Vote: Dec 18, 2025
Vote
On Motion to Recommit
Voted: Yes
Voted: Yes
Gilbert Cisneros bought FBK ($1,001-$15,000) 28 days after voting 'Yes' on On Motion to Recommit
30
Stock Trade
PH
sale $8K
Timing
28 days before vote
Trade: Jan 8 → Vote: Dec 11, 2025
Trade: Jan 8 → Vote: Dec 11, 2025
Vote
On Passage
Voted: Not Voting
Voted: Not Voting
Byron Donalds sold PH ($1,001-$15,000) 28 days after voting 'Not Voting' on On Passage
30
Stock Trade
AAPL
purchase $8K
Timing
26 days before vote
Trade: Apr 30 → Vote: Apr 4, 2025
Trade: Apr 30 → Vote: Apr 4, 2025
Vote
On the Amendment
Voted: No
Voted: No
Katie Britt bought AAPL ($1,001-$15,000) 26 days after voting 'No' on Warner Amdt. No. 1310
30
Stock Trade
DT
sale $8K
Timing
23 days before vote
Trade: Jan 9 → Vote: Dec 17, 2025
Trade: Jan 9 → Vote: Dec 17, 2025
Vote
On Passage
Voted: Yes
Voted: Yes
Michael Patrick Guest sold DT ($1,001-$15,000) 23 days after voting 'Yes' on On Passage
30
Stock Trade
SIRI
sale $8K
Timing
29 days before vote
Trade: Jan 13 → Vote: Dec 15, 2025
Trade: Jan 13 → Vote: Dec 15, 2025
Vote
On Motion to Suspend the Rules and Pass
Voted: Yes
Voted: Yes
August Lee Pfluger Ii sold SIRI ($1,001-$15,000) 29 days after voting 'Yes' on On Motion to Suspend the Rules and Pass
30
Stock Trade
MSFT
sale $8K
Timing
29 days before vote
Trade: Feb 13 → Vote: Jan 15, 2026
Trade: Feb 13 → Vote: Jan 15, 2026
Vote
On the Cloture Motion
Voted: Yes
Voted: Yes
Angus King sold MSFT ($1,001-$15,000) 29 days after voting 'Yes' on Motion to Invoke Cloture: H.R. 6938
30
Stock Trade
ADSK
purchase $8K
Timing
23 days before vote
Trade: Jul 21 → Vote: Jun 28, 2025
Trade: Jul 21 → Vote: Jun 28, 2025
Vote
On the Motion to Proceed
Voted: No
Voted: No
Angus King bought ADSK ($1,001-$15,000) 23 days after voting 'No' on Motion to Proceed to H.R. 1
30
Stock Trade
IBP
sale $8K
Timing
29 days before vote
Trade: Jan 16 → Vote: Dec 18, 2025
Trade: Jan 16 → Vote: Dec 18, 2025
Vote
On Passage
Voted: Yes
Voted: Yes
David J. Taylor sold IBP ($1,001-$15,000) 29 days after voting 'Yes' on On Passage
30
Stock Trade
AAPL
sale $75K
Timing
28 days after vote
Trade: Dec 17 → Vote: Jan 14, 2026
Trade: Dec 17 → Vote: Jan 14, 2026
Vote
On the Point of Order
Voted: Yes
Voted: Yes
Tommy Tuberville sold AAPL ($50,001-$100,000) 28 days before voting 'Yes' on Is the Point of Order Well Taken Re: To the Privilege Status of S.J. Res. 98
30
Stock Trade
PEP
sale $8K
Timing
24 days before vote
Trade: Feb 23 → Vote: Jan 30, 2026
Trade: Feb 23 → Vote: Jan 30, 2026
Vote
On the Motion
Voted: Yes
Voted: Yes
Sheldon Whitehouse sold PEP ($1,001-$15,000) 24 days after voting 'Yes' on Motion to Waive All Applicable Budgetary Discipline Re: Merkley Amdt. No. 4287
30
Stock Trade
DUK
Purchase
Timing
8 days after vote
Trade: Sep 11 → Vote: Sep 19, 2025
Trade: Sep 11 → Vote: Sep 19, 2025
Vote
On Passage
Voted: Yes
Voted: Yes
Hon. Marjorie Taylor Greene sold DUK 8 days before voting 'Yes' on On Passage
30
Stock Trade
MSFT
purchase $8K
Timing
26 days before vote
Trade: Apr 22 → Vote: Mar 27, 2025
Trade: Apr 22 → Vote: Mar 27, 2025
Vote
On the Joint Resolution
Voted: Yes
Voted: Yes
John Boozman bought MSFT ($1,001-$15,000) 26 days after voting 'Yes' on S.J.Res. 18
30
Stock Trade
ADI
sale $8K
Timing
28 days before vote
Trade: Jun 18 → Vote: May 21, 2025
Trade: Jun 18 → Vote: May 21, 2025
Vote
On the Motion
Voted: No
Voted: No
Shelley Moore Capito sold ADI ($1,001-$15,000) 28 days after voting 'No' on Motion to Recess for Ten Minutes
30
Stock Trade
AFL
sale $8K
Timing
15 days after vote
Trade: Jul 18 → Vote: Aug 2, 2025
Trade: Jul 18 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
Voted: Yes
Shelley Moore Capito sold AFL ($1,001-$15,000) 15 days before voting 'Yes' on Confirmation: Marcus Molinaro, of New York, to be Federal Transit Administrator
30
Stock Trade
PPG
sale $8K
Timing
30 days before vote
Trade: Jul 30 → Vote: Jun 30, 2025
Trade: Jul 30 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
Voted: No
Shelley Moore Capito sold PPG ($1,001-$15,000) 30 days after voting 'No' on Blumenthal Motion to Commit H.R. 1 to the Committee on Armed Services with Instructions
30
Stock Trade
LOW
sale $8K
Timing
15 days after vote
Trade: May 20 → Vote: Jun 4, 2025
Trade: May 20 → Vote: Jun 4, 2025
Vote
On the Nomination
Voted: Yes
Voted: Yes
John Boozman sold LOW ($1,001-$15,000) 15 days before voting 'Yes' on Confirmation: Edward Walsh, of New Jersey, to be Ambassador of the United States of America to Irela
30
Stock Trade
MU
sale $8K
Timing
20 days after vote
Trade: Jun 11 → Vote: Jul 1, 2025
Trade: Jun 11 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: Yes
Voted: Yes
John Boozman sold MU ($1,001-$15,000) 20 days before voting 'Yes' on Amdt. No. 2360, as Amended
30
Stock Trade
AVGO
purchase $8K
Timing
20 days after vote
Trade: Jun 11 → Vote: Jul 1, 2025
Trade: Jun 11 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: No
Voted: No
John Boozman bought AVGO ($1,001-$15,000) 20 days before voting 'No' on Warner Amdt. No. 2847
30
Stock Trade
MU
sale $8K
Timing
16 days after vote
Trade: Jul 1 → Vote: Jul 17, 2025
Trade: Jul 1 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Yes
Voted: Yes
John Boozman sold MU ($1,001-$15,000) 16 days before voting 'Yes' on Motion to Invoke Cloture: Joshua M. Divine to be U.S. District Judge for the Eastern and Western Dis
30
Stock Trade
GIGB
sale $8K
Timing
23 days before vote
Trade: Aug 1 → Vote: Jul 9, 2025
Trade: Aug 1 → Vote: Jul 9, 2025
Vote
On the Nomination
Voted: Yes
Voted: Yes
John Boozman sold GIGB ($1,001-$15,000) 23 days after voting 'Yes' on Confirmation: Preston Griffith, of Virginia, to be Under Secretary of Energy