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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)

Stock Trade
DUK Purchase
Timing
1 day before vote
Trade: Sep 11 → Vote: Sep 10, 2025
Vote
On Motion to Recommit
Voted: No
Hon. Marjorie Taylor Greene sold DUK 1 days after voting 'No' on On Motion to Recommit
TIGHT TIMING TRADED BEFORE VOTE DUK
Stock Trade
LLY purchase $33K
Timing
7 days after vote
Trade: Dec 29 → Vote: Jan 5, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought LLY ($15,001-$50,000) 7 days before voting 'Yes' on Confirmation: Keith Bass, of Texas, to be an Assistant Secretary of Defense
LLY
Stock Trade
MPWR purchase $33K
Timing
7 days after vote
Trade: Feb 4 → Vote: Feb 11, 2026
Vote
On the Motion to Proceed
Voted: Yes
Markwayne Mullin bought MPWR ($15,001-$50,000) 7 days before voting 'Yes' on Motion to Proceed to H. J. Res. 142
MPWR
Stock Trade
INTU sale $33K
Timing
7 days after vote
Trade: Feb 25 → Vote: Mar 4, 2026
Vote
On the Motion to Proceed
Voted: Yes
Markwayne Mullin sold INTU ($15,001-$50,000) 7 days before voting 'Yes' on Motion to Proceed to H.R. 6644
INTU
Stock Trade
GOOGL purchase $8K
Timing
3 days after vote
Trade: Jul 29 → Vote: Aug 1, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito bought GOOGL ($1,001-$15,000) 3 days before voting 'Yes' on Confirmation: David Woll, of Virginia, to be General Counsel of the Department of Housing and Urban
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 Proceed
Voted: Yes
John Boozman bought ATO ($1,001-$15,000) 1 days before voting 'Yes' on Motion to Proceed to S.J.Res. 55
TIGHT TIMING ATO
55
Stock Trade
MU sale $8K
Timing
Same day
Trade: Jul 1 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: No
John Boozman sold MU ($1,001-$15,000) 0 days after voting 'No' on Rosen Amdt. No. 2717
TIGHT TIMING MU
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: Jason Reding Quinones, of Florida, to be United States Attorney for the Southern Distr
TIGHT TIMING MDLZ
Stock Trade
TXN purchase $33K
Timing
13 days before vote
Trade: May 13 → Vote: Apr 30, 2025
Vote
On the Motion to Table
Voted: Yes
Markwayne Mullin bought TXN ($15,001-$50,000) 13 days after voting 'Yes' on Motion to Table the Motion to Reconsider the Vote by which S.J.Res. 49 Failed of Passage
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 Amendment
Voted: No
John Boozman bought GE ($1,001-$15,000) 1 days before voting 'No' on Murphy Amdt. No. 3447
TIGHT TIMING GE
Stock Trade
APG purchase $33K
Timing
5 days after vote
Trade: Feb 4 → Vote: Feb 9, 2026
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought APG ($15,001-$50,000) 5 days before voting 'Yes' on Motion to Invoke Cloture: Daniel E. Burrows to be an Assistant Attorney General
APG
55
Stock Trade
EMLP sale $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: Yes
John Boozman sold EMLP ($1,001-$15,000) 0 days after voting 'Yes' on Mullin Amdt. No. 3412
TIGHT TIMING EMLP
55
Stock Trade
MBB purchase $8K
Timing
1 day after vote
Trade: Aug 1 → Vote: Aug 2, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought MBB ($1,001-$15,000) 1 days before voting 'Yes' on Motion to Invoke Cloture: Jeanine Pirro to be United States Attorney for the District of Columbia
TIGHT TIMING MBB
55
Stock Trade
TLT purchase $8K
Timing
1 day after vote
Trade: Aug 1 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought TLT ($1,001-$15,000) 1 days before voting 'Yes' on Confirmation: Adam Telle, of Mississippi, to be an Assistant Secretary of the Army
TIGHT TIMING TLT
Angus King I ME
55
Stock Trade
UBER 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 UBER ($1,001-$15,000) 1 days before voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 3944
TIGHT TIMING UBER
Angus King I ME
55
Stock Trade
MRVL purchase $8K
Timing
2 days after vote
Trade: Jul 21 → Vote: Jul 23, 2025
Vote
On the Nomination
Voted: No
Angus King bought MRVL ($1,001-$15,000) 2 days before voting 'No' on Confirmation: Arielle Roth, of the District of Columbia, to be Assistant Secretary of Communications
TIGHT TIMING MRVL
Stock Trade
DUK Purchase
Timing
1 day before vote
Trade: Sep 11 → Vote: Sep 10, 2025
Vote
On Agreeing to the Amendment
Voted: Yes
Hon. Marjorie Taylor Greene sold DUK 1 days after voting 'Yes' on On Agreeing to the Amendment
TIGHT TIMING TRADED BEFORE VOTE DUK
Stock Trade
ABT Purchase
Timing
1 day before vote
Trade: Mar 4 → Vote: Mar 3, 2025
Vote
On Motion to Suspend the Rules and Pass
Voted: Yes
Hon. Bruce Westerman sold ABT 1 days after voting 'Yes' on On Motion to Suspend the Rules and Pass
TIGHT TIMING TRADED BEFORE VOTE ABT
Stock Trade
GOOGL purchase $8K
Timing
3 days after vote
Trade: Jul 29 → Vote: Aug 1, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito bought GOOGL ($1,001-$15,000) 3 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 GOOGL
Stock Trade
AVGO purchase $8K
Timing
Same day
Trade: Feb 9 → Vote: Feb 9, 2026
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito bought AVGO ($1,001-$15,000) 0 days after voting 'Yes' on Motion to Invoke Cloture: Daniel E. Burrows to be an Assistant Attorney General
TIGHT TIMING AVGO
55
Stock Trade
ATO purchase $8K
Timing
1 day after vote
Trade: May 20 → Vote: May 21, 2025
Vote
On the Motion to Proceed
Voted: Yes
John Boozman bought ATO ($1,001-$15,000) 1 days before voting 'Yes' on Motion to Proceed to S. 1582
TIGHT TIMING ATO
55
Stock Trade
MU sale $8K
Timing
Same day
Trade: Jul 1 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: Yes
John Boozman sold MU ($1,001-$15,000) 0 days after voting 'Yes' on Blackburn Amdt. No. 2814
TIGHT TIMING MU
55
Stock Trade
MDLZ sale $8K
Timing
2 days after vote
Trade: Jul 31 → Vote: Aug 2, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold MDLZ ($1,001-$15,000) 2 days before voting 'Yes' on Motion to Invoke Cloture: Jason Reding Quinones to be United States Attorney for the Southern Distri
TIGHT TIMING MDLZ
Stock Trade
TXN purchase $33K
Timing
13 days before vote
Trade: May 13 → Vote: Apr 30, 2025
Vote
On the Joint Resolution
Voted: No
Markwayne Mullin bought TXN ($15,001-$50,000) 13 days after voting 'No' on S.J.Res. 49
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 Motion
Voted: No
John Boozman bought GE ($1,001-$15,000) 1 days before voting 'No' on Motion to Waive All Applicable Budgetary Points of Order Re: Merkley Amdt. No. 3114
TIGHT TIMING GE
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