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STOCK TRADE ↔ VOTE CORRELATIONS
30,204
correlations
719
high-score
44.3
avg score

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 (74)
52 avg (43)
50.9 avg (4702)
48.5 avg (221)
48.2 avg (69)
47.1 avg (112)
47 avg (9249)
46.7 avg (3505)
Angus King I ME
45.6 avg (4257)
45.4 avg (100)

Most Correlated Tickers

UNH
45.7 avg (896 trades)
45.8 avg (748 trades)
46.2 avg (705 trades)
47 avg (689 trades)
JPM
47.9 avg (578 trades)
45.5 avg (556 trades)
XOM
42.7 avg (454 trades)
41.5 avg (413 trades)
GD
48.4 avg (404 trades)
MU
41.4 avg (387 trades)

Correlations (30204 found)

65
Stock Trade
XTWO purchase $33K
Timing
4 days before vote
Trade: Feb 6 → Vote: Feb 2, 2026
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought XTWO ($15,001-$50,000) 4 days after voting 'Yes' on Motion to Invoke Cloture: David Clay Fowlkes to be United States District Judge for the Western Dist
TRADED BEFORE VOTE XTWO
65
Stock Trade
AMZN purchase $8K
Timing
1 day before vote
Trade: Apr 30 → Vote: Apr 29, 2025
Vote
On the Cloture Motion
Voted: Yes
Katie Britt bought AMZN ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Invoke Cloture: Thomas Barrack to be Ambassador of the United States of America to the Rep
TIGHT TIMING TRADED BEFORE VOTE AMZN
Stock Trade
AMAT purchase $33K
Timing
6 days before vote
Trade: May 13 → Vote: May 7, 2025
Vote
On the Joint Resolution
Voted: Yes
Markwayne Mullin bought AMAT ($15,001-$50,000) 6 days after voting 'Yes' on S.J. Res. 13
TRADED BEFORE VOTE AMAT
Stock Trade
AMKR purchase $33K
Timing
5 days before vote
Trade: Feb 4 → Vote: Jan 30, 2026
Vote
On the Motion
Voted: No
Markwayne Mullin bought AMKR ($15,001-$50,000) 5 days after voting 'No' on Motion to Waive All Applicable Budgetary Discipline Re: Merkley Amdt. No. 4287
TRADED BEFORE VOTE AMKR
Stock Trade
AVGO sale $8K
Timing
1 day before vote
Trade: Jul 18 → Vote: Jul 17, 2025
Vote
On the Motion to Table
Voted: Yes
Shelley Moore Capito sold AVGO ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Table Amdt. No. 2893
TIGHT TIMING TRADED BEFORE VOTE AVGO
Stock Trade
GOOGL purchase $8K
Timing
1 day before vote
Trade: Jul 29 → Vote: Jul 28, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito bought GOOGL ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Invoke Cloture: Earl Matthews to be General Counsel of the Department of Defense
TIGHT TIMING TRADED BEFORE VOTE GOOGL
65
Stock Trade
MU sale $8K
Timing
1 day before vote
Trade: Jul 1 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
John Boozman sold MU ($1,001-$15,000) 1 days after voting 'No' on Gallego Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TIGHT TIMING TRADED BEFORE VOTE MU
65
Stock Trade
GE purchase $8K
Timing
2 days before vote
Trade: Jul 31 → Vote: Jul 29, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought GE ($1,001-$15,000) 2 days after voting 'Yes' on Motion to Invoke Cloture: William Kimmitt to be Under Secretary of Commerce for International Trade
TIGHT TIMING TRADED BEFORE VOTE GE
65
Stock Trade
MBB purchase $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought MBB ($1,001-$15,000) 1 days after voting 'Yes' on Confirmation: Matthew Kozma, of Virginia, to be Under Secretary for Intelligence and Analysis, Depar
TIGHT TIMING TRADED BEFORE VOTE MBB
65
Stock Trade
TLT purchase $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought TLT ($1,001-$15,000) 2 days after voting 'Yes' on Motion to Invoke Cloture: Jospeh Kent to be Director of the National Counterterrorism Center, Office
TIGHT TIMING TRADED BEFORE VOTE TLT
65
Stock Trade
RNWGX purchase $33K
Timing
5 days before vote
Trade: Aug 7 → Vote: Aug 2, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought RNWGX ($15,001-$50,000) 5 days after voting 'Yes' on Motion to Invoke Cloture: Andrew Puzder to be Representative of the United States of America to the
TRADED BEFORE VOTE RNWGX
65
Stock Trade
AMZN purchase $8K
Timing
1 day before vote
Trade: Apr 30 → Vote: Apr 29, 2025
Vote
On the Nomination
Voted: Yes
Katie Britt bought AMZN ($1,001-$15,000) 1 days after voting 'Yes' on Confirmation: Warren Stephens, of Arkansas, to be Ambassador of the United States of America to the
TIGHT TIMING TRADED BEFORE VOTE AMZN
Stock Trade
AMAT purchase $33K
Timing
5 days before vote
Trade: May 13 → Vote: May 8, 2025
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Markwayne Mullin bought AMAT ($15,001-$50,000) 5 days after voting 'Yes' on Motion to Invoke Cloture: Motion to proceed to S. 1582
TRADED BEFORE VOTE AMAT
Stock Trade
AMKR purchase $33K
Timing
5 days before vote
Trade: Feb 4 → Vote: Jan 30, 2026
Vote
On the Amendment
Voted: No
Markwayne Mullin bought AMKR ($15,001-$50,000) 5 days after voting 'No' on Sanders Amdt. No. 4290
TRADED BEFORE VOTE AMKR
Stock Trade
GOOGL purchase $8K
Timing
1 day before vote
Trade: Jul 29 → Vote: Jul 28, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito bought GOOGL ($1,001-$15,000) 1 days after voting 'Yes' on Confirmation: David Wright, of South Carolina, to be a Member of the Nuclear Regulatory Commission
TIGHT TIMING TRADED BEFORE VOTE GOOGL
65
Stock Trade
MU sale $8K
Timing
1 day before vote
Trade: Jul 1 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
John Boozman sold MU ($1,001-$15,000) 1 days after voting 'No' on Blumenthal Motion to Commit H.R. 1 to the Committee on Armed Services with Instructions
TIGHT TIMING TRADED BEFORE VOTE MU
Stock Trade
ZTS purchase $75K
Timing
Same day
Trade: May 13 → Vote: May 13, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought ZTS ($50,001-$100,000) 0 days after voting 'Yes' on Motion to Invoke Cloture: Katharine MacGregor to be Deputy Secretary of the Interior
TIGHT TIMING ZTS
65
Stock Trade
GE purchase $8K
Timing
2 days before vote
Trade: Jul 31 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought GE ($1,001-$15,000) 2 days after voting 'Yes' on Confirmation: Earl Matthews, of Virginia, to be General Counsel of the Department of Defense
TIGHT TIMING TRADED BEFORE VOTE GE
65
Stock Trade
EMLP sale $8K
Timing
3 days before vote
Trade: Aug 1 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold EMLP ($1,001-$15,000) 3 days after voting 'Yes' on Confirmation: Emil Bove III, of Pennsylvania, to be United States Circuit Judge for the Third Circui
TIGHT TIMING TRADED BEFORE VOTE EMLP
65
Stock Trade
MBB purchase $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought MBB ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Invoke Cloture: Andrea Lucas to be a Member of the Equal Employment Opportunity Commission
TIGHT TIMING TRADED BEFORE VOTE MBB
65
Stock Trade
TLT purchase $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought TLT ($1,001-$15,000) 2 days after voting 'Yes' on Confirmation: Thomas Gaiser, of Ohio, to be an Assistant Attorney General
TIGHT TIMING TRADED BEFORE VOTE TLT
65
Stock Trade
AMZN purchase $8K
Timing
1 day before vote
Trade: Apr 30 → Vote: Apr 29, 2025
Vote
On the Cloture Motion
Voted: Yes
Katie Britt bought AMZN ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Invoke Cloture: Warren Stephens to be Ambassador of the United States of America to the Un
TIGHT TIMING TRADED BEFORE VOTE AMZN
Stock Trade
SBUX sale $8K
Timing
3 days before vote
Trade: Jan 9 → Vote: Jan 6, 2026
Vote
On the Nomination
Voted: No
Sheldon Whitehouse sold SBUX ($1,001-$15,000) 3 days after voting 'No' on Confirmation: Sara Bailey, of Texas, to be Director of National Drug Control Policy
TIGHT TIMING TRADED BEFORE VOTE SBUX
Stock Trade
AMAT purchase $33K
Timing
5 days before vote
Trade: May 13 → Vote: May 8, 2025
Vote
On the Joint Resolution
Voted: Yes
Markwayne Mullin bought AMAT ($15,001-$50,000) 5 days after voting 'Yes' on S.J. Res. 7
TRADED BEFORE VOTE AMAT
Stock Trade
GS sale $33K
Timing
8 days after vote
Trade: Feb 4 → Vote: Feb 12, 2026
Vote
On the Joint Resolution
Voted: Yes
Markwayne Mullin sold GS ($15,001-$50,000) 8 days before voting 'Yes' on H. J. Res. 142
GS
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