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STOCK TRADE ↔ VOTE CORRELATIONS
30,326
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.

30,326
Correlations
49
Politicians
719
Score 70+
44.3
Avg Score

Highest Average Scores

55 avg (74)
50.9 avg (4702)
49.8 avg (65)
48.5 avg (221)
47.1 avg (112)
47 avg (9249)
46.7 avg (3505)
Angus King I ME
45.6 avg (4257)
45.4 avg (100)
45.3 avg (60)

Most Correlated Tickers

UNH
45.7 avg (896 trades)
45.5 avg (774 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
41.2 avg (398 trades)

Correlations (30326 found)

55
Stock Trade
MBB purchase $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On Passage of the Bill
Voted: Yes
John Boozman bought MBB ($1,001-$15,000) 0 days after voting 'Yes' on H. R. 3944, as amended
TIGHT TIMING MBB
55
Stock Trade
TLT purchase $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: No
John Boozman bought TLT ($1,001-$15,000) 0 days after voting 'No' on Van Hollen Amdt. No. 3115
TIGHT TIMING TLT
55
Stock Trade
IEF purchase $8K
Timing
1 day after vote
Trade: Aug 1 → Vote: Aug 2, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought IEF ($1,001-$15,000) 1 days before voting 'Yes' on Motion to Invoke Cloture: Andrew Puzder to be Representative of the United States of America to the
TIGHT TIMING IEF
55
Stock Trade
RNWGX purchase $33K
Timing
12 days before vote
Trade: Aug 14 → Vote: Aug 2, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought RNWGX ($15,001-$50,000) 12 days after voting 'Yes' on Motion to Invoke Cloture: Jason Reding Quinones to be United States Attorney for the Southern Distri
TRADED BEFORE VOTE RNWGX
55
Stock Trade
MU sale $8K
Timing
3 days after vote
Trade: Jan 26 → Vote: Jan 29, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
John Boozman sold MU ($1,001-$15,000) 3 days before voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 7148
TIGHT TIMING MU
Angus King I ME
55
Stock Trade
MRVL purchase $8K
Timing
1 day after vote
Trade: Jul 21 → Vote: Jul 22, 2025
Vote
On the Nomination
Voted: No
Angus King bought MRVL ($1,001-$15,000) 1 days before voting 'No' on Confirmation: Terrance Cole, of Virginia, to be Administrator of Drug Enforcement
TIGHT TIMING MRVL
Stock Trade
TXN purchase $33K
Timing
14 days before vote
Trade: May 13 → Vote: Apr 29, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought TXN ($15,001-$50,000) 14 days after voting 'Yes' on Motion to Invoke Cloture: Warren Stephens to be Ambassador of the United States of America to the Un
TRADED BEFORE VOTE TXN
Stock Trade
AMAT purchase $33K
Timing
6 days after vote
Trade: May 13 → Vote: May 19, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought AMAT ($15,001-$50,000) 6 days before voting 'Yes' on Confirmation: Charles Kushner, of New York, to be Ambassador of the United States of America to the
AMAT
Stock Trade
INTU sale $33K
Timing
13 days before vote
Trade: Feb 25 → Vote: Feb 12, 2026
Vote
On the Joint Resolution
Voted: Yes
Markwayne Mullin sold INTU ($15,001-$50,000) 13 days after voting 'Yes' on H. J. Res. 142
TRADED BEFORE VOTE INTU
Stock Trade
GOOGL purchase $8K
Timing
2 days after vote
Trade: Jul 29 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito bought GOOGL ($1,001-$15,000) 2 days before voting 'Yes' on Confirmation: Andrea Lucas, of Virginia, to be a Member of the Equal Employment Opportunity Commissi
TIGHT TIMING GOOGL
55
Stock Trade
ATO purchase $8K
Timing
1 day after vote
Trade: May 20 → Vote: May 21, 2025
Vote
On the Motion to Adjourn
Voted: No
John Boozman bought ATO ($1,001-$15,000) 1 days before voting 'No' on Motion to Adjourn
TIGHT TIMING ATO
55
Stock Trade
MU sale $8K
Timing
Same day
Trade: Jul 1 → Vote: Jul 1, 2025
Vote
On the Motion
Voted: No
John Boozman sold MU ($1,001-$15,000) 0 days after voting 'No' on Bennet Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TIGHT TIMING MU
Stock Trade
ADBE purchase $33K
Timing
13 days before vote
Trade: May 13 → Vote: Apr 30, 2025
Vote
On the Joint Resolution
Voted: No
Markwayne Mullin bought ADBE ($15,001-$50,000) 13 days after voting 'No' on S.J.Res. 49
TRADED BEFORE VOTE ADBE
55
Stock Trade
MDLZ sale $8K
Timing
2 days after vote
Trade: Jul 31 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold MDLZ ($1,001-$15,000) 2 days before voting 'Yes' on Confirmation: Adam Telle, of Mississippi, to be an Assistant Secretary of the Army
TIGHT TIMING MDLZ
Stock Trade
TXN purchase $33K
Timing
14 days before vote
Trade: May 13 → Vote: Apr 29, 2025
Vote
On the Nomination
Voted: Not Voting
Markwayne Mullin bought TXN ($15,001-$50,000) 14 days after voting 'Not Voting' on Confirmation: Tilman Fertitta, of Texas, to be Ambassador of the United States of America to the Ita
TRADED BEFORE VOTE TXN
55
Stock Trade
GE purchase $8K
Timing
1 day after vote
Trade: Jul 31 → Vote: Aug 1, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought GE ($1,001-$15,000) 1 days before voting 'Yes' on Confirmation: Luigi Rinaldi, of New York, to be Ambassador of the United States of America to the Or
TIGHT TIMING GE
55
Stock Trade
PPLT sale $8K
Timing
1 day after vote
Trade: Aug 1 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold PPLT ($1,001-$15,000) 1 days before voting 'Yes' on Confirmation: Jeanine Pirro, of New York, to be United States Attorney for the District of Columbia
TIGHT TIMING PPLT
55
Stock Trade
MBB purchase $8K
Timing
1 day after vote
Trade: Aug 1 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought MBB ($1,001-$15,000) 1 days before voting 'Yes' on Confirmation: Marcus Molinaro, of New York, to be Federal Transit Administrator
TIGHT TIMING MBB
55
Stock Trade
TLT purchase $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: No
John Boozman bought TLT ($1,001-$15,000) 0 days after voting 'No' on Murphy Amdt. No. 3447
TIGHT TIMING TLT
55
Stock Trade
RNWGX purchase $33K
Timing
12 days before vote
Trade: Aug 14 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought RNWGX ($15,001-$50,000) 12 days after voting 'Yes' on Confirmation: Brian Burch, of Illinois, to be Ambassador of the United States of America to the Holy
TRADED BEFORE VOTE RNWGX
Angus King I ME
55
Stock Trade
MRVL purchase $8K
Timing
1 day after vote
Trade: Jul 21 → Vote: Jul 22, 2025
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Angus King bought MRVL ($1,001-$15,000) 1 days before voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 3944
TIGHT TIMING MRVL
Stock Trade
TXN purchase $33K
Timing
14 days before vote
Trade: May 13 → Vote: Apr 29, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought TXN ($15,001-$50,000) 14 days after voting 'Yes' on Confirmation: David Perdue, of Georgia, to be Ambassador of the United States of America to the Peop
TRADED BEFORE VOTE TXN
Stock Trade
AMAT purchase $33K
Timing
6 days after vote
Trade: May 13 → Vote: May 19, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought AMAT ($15,001-$50,000) 6 days before voting 'Yes' on Motion to Invoke Cloture: Charles Kushner to be Ambassador of the United States of America to the Fr
AMAT
Stock Trade
APG purchase $33K
Timing
7 days after vote
Trade: Jan 5 → Vote: Jan 12, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Markwayne Mullin bought APG ($15,001-$50,000) 7 days before voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 6938
APG
Stock Trade
GOOGL purchase $8K
Timing
2 days after vote
Trade: Jul 29 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito bought GOOGL ($1,001-$15,000) 2 days before voting 'Yes' on Confirmation: Matthew Kozma, of Virginia, to be Under Secretary for Intelligence and Analysis, Depar
TIGHT TIMING GOOGL
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