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STOCK TRADE ↔ VOTE CORRELATIONS
30,204
correlations
719
high-score
44.3
avg score
Home / Stock Trades / Correlations

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

HICKENLOOPER, JOHN W. D CO
55 avg (74)
SMITH, ANDY D MN
52 avg (43)
Markwayne Mullin R OK
50.9 avg (4702)
CAPITO, SHELLEY MOORE R WV
48.5 avg (221)
John Fetterman D PA
48.2 avg (69)
Dave McCormick R PA
47.1 avg (112)
John Boozman R AR
47 avg (9249)
Shelley Moore Capito R WV
46.7 avg (3505)
Angus King I ME
45.6 avg (4257)
PELOSI, NANCY D CA
45.4 avg (100)

Most Correlated Tickers

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

Correlations (30204 found)

Score Date Amount Timing
65
Stock Trade
MU sale $8K
Timing
1 day before vote
Trade: Jul 1 → Vote: Jun 30, 2025
Vote
On the Decision of the Chair
Voted: Yes
John Boozman sold MU ($1,001-$15,000) 1 days after voting 'Yes' on Does the Decision of the Chair Stand as the judgment of the Senate that amdt. no. 2360 does not viol
TIGHT TIMING TRADED BEFORE VOTE MU
65
Stock Trade
EMLP sale $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold EMLP ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Invoke Cloture: David Woll to be General Counsel of the Department of Housing and Urban De
TIGHT TIMING TRADED BEFORE VOTE EMLP
65
Stock Trade
RNWGX purchase $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Motion to Discharge
Voted: No
John Boozman bought RNWGX ($1,001-$15,000) 2 days after voting 'No' on Motion to Discharge S. J. Res. 41
TIGHT TIMING TRADED BEFORE VOTE RNWGX
65
Stock Trade
MBB sale $8K
Timing
3 days before vote
Trade: Feb 6 → Vote: Feb 3, 2026
Vote
On the Nomination
Voted: Yes
John Boozman sold MBB ($1,001-$15,000) 3 days after voting 'Yes' on Confirmation: David Clay Fowlkes, of Arkansas, to be U.S. District Judge for the Western District of
TIGHT TIMING TRADED BEFORE VOTE MBB
65
Stock Trade
BRK.B sale $175K
Timing
2 days after vote
Trade: Jan 27 → Vote: Jan 29, 2026
Vote
On Cloture on the Motion to Proceed
Voted: No
Tina Smith sold BRK.B ($100,001-$250,000) 2 days before voting 'No' on Motion to Invoke Cloture: Motion to Proceed to H.R. 7148
TIGHT TIMING BRK.B
65
Stock Trade
COHR sale $33K
Timing
5 days before vote
Trade: Feb 4 → Vote: Jan 30, 2026
Vote
On the Motion
Voted: No
Markwayne Mullin sold COHR ($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 COHR
65
Stock Trade
EMLP sale $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold EMLP ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Invoke Cloture: Casey Mulligan to be Chief Counsel for Advocacy, Small Business Administra
TIGHT TIMING TRADED BEFORE VOTE EMLP
65
Stock Trade
RNWGX purchase $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought RNWGX ($1,001-$15,000) 2 days after voting 'Yes' on Motion to Invoke Cloture: Tyler Clarkson to be General Counsel of the Department of Agriculture
TIGHT TIMING TRADED BEFORE VOTE RNWGX
65
Stock Trade
MBB sale $8K
Timing
2 days before vote
Trade: Feb 6 → Vote: Feb 4, 2026
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold MBB ($1,001-$15,000) 2 days after voting 'Yes' on Motion to Invoke Cloture: Brian Charles Lea to be U.S. District Judge for the Western District of Te
TIGHT TIMING TRADED BEFORE VOTE MBB
65
Stock Trade
BRK.B sale $175K
Timing
3 days after vote
Trade: Jan 27 → Vote: Jan 30, 2026
Vote
On Passage of the Bill
Voted: No
Tina Smith sold BRK.B ($100,001-$250,000) 3 days before voting 'No' on H.R. 7148, as Amended
TIGHT TIMING BRK.B
65
Stock Trade
COHR sale $33K
Timing
5 days before vote
Trade: Feb 4 → Vote: Jan 30, 2026
Vote
On the Amendment
Voted: No
Markwayne Mullin sold COHR ($15,001-$50,000) 5 days after voting 'No' on Sanders Amdt. No. 4290
TRADED BEFORE VOTE COHR
65
Stock Trade
LRN purchase $33K
Timing
6 days before vote
Trade: Feb 4 → Vote: Jan 29, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Markwayne Mullin bought LRN ($15,001-$50,000) 6 days after voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 7148
TRADED BEFORE VOTE LRN
65
Stock Trade
EMLP sale $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold EMLP ($1,001-$15,000) 1 days after voting 'Yes' on Confirmation: Andrea Lucas, of Virginia, to be a Member of the Equal Employment Opportunity Commissi
TIGHT TIMING TRADED BEFORE VOTE EMLP
65
Stock Trade
RNWGX purchase $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought RNWGX ($1,001-$15,000) 2 days after voting 'Yes' on Confirmation: Joseph Kent, of Washington, to be Director of the National Counterterrorism Center, Of
TIGHT TIMING TRADED BEFORE VOTE RNWGX
65
Stock Trade
MBB sale $8K
Timing
2 days before vote
Trade: Feb 6 → Vote: Feb 4, 2026
Vote
On the Nomination
Voted: Yes
John Boozman sold MBB ($1,001-$15,000) 2 days after voting 'Yes' on Confirmation: Megan Blair Benton, of Missouri, to be U.S. District Judge for the Western District of
TIGHT TIMING TRADED BEFORE VOTE MBB
65
Stock Trade
BRK.B sale $175K
Timing
3 days after vote
Trade: Jan 27 → Vote: Jan 30, 2026
Vote
On the Motion
Voted: Yes
Tina Smith sold BRK.B ($100,001-$250,000) 3 days before voting 'Yes' on Motion to Waive All Applicable Budgetary Discipline Re: Merkley Amdt. No. 4287
TIGHT TIMING BRK.B
65
Stock Trade
COHR sale $33K
Timing
5 days before vote
Trade: Feb 4 → Vote: Jan 30, 2026
Vote
On the Motion to Table
Voted: No
Markwayne Mullin sold COHR ($15,001-$50,000) 5 days after voting 'No' on Motion to Table Lee Amdt. No. 4286
TRADED BEFORE VOTE COHR
65
Stock Trade
LRN purchase $33K
Timing
5 days before vote
Trade: Feb 4 → Vote: Jan 30, 2026
Vote
On Passage of the Bill
Voted: Yes
Markwayne Mullin bought LRN ($15,001-$50,000) 5 days after voting 'Yes' on H.R. 7148, as Amended
TRADED BEFORE VOTE LRN
65
Stock Trade
EMLP sale $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold EMLP ($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 EMLP
65
Stock Trade
RNWGX purchase $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought RNWGX ($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 RNWGX
65
Stock Trade
MBB sale $8K
Timing
2 days before vote
Trade: Feb 6 → Vote: Feb 4, 2026
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold MBB ($1,001-$15,000) 2 days after voting 'Yes' on Motion to Invoke Cloture: Megan Blair Benton to be U.S. District Judge for the Western District of M
TIGHT TIMING TRADED BEFORE VOTE MBB
65
Stock Trade
BRK.B sale $175K
Timing
3 days after vote
Trade: Jan 27 → Vote: Jan 30, 2026
Vote
On the Amendment
Voted: Yes
Tina Smith sold BRK.B ($100,001-$250,000) 3 days before voting 'Yes' on Sanders Amdt. No. 4290
TIGHT TIMING BRK.B
65
Stock Trade
COHR sale $33K
Timing
5 days before vote
Trade: Feb 4 → Vote: Jan 30, 2026
Vote
On the Motion to Table
Voted: No
Markwayne Mullin sold COHR ($15,001-$50,000) 5 days after voting 'No' on Motion to Table Lee Amdt. No. 4234
TRADED BEFORE VOTE COHR
65
Stock Trade
LRN purchase $33K
Timing
5 days before vote
Trade: Feb 4 → Vote: Jan 30, 2026
Vote
On the Motion
Voted: No
Markwayne Mullin bought LRN ($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 LRN
65
Stock Trade
IVV sale $8K
Timing
3 days before vote
Trade: Aug 1 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold IVV ($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 IVV
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