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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
SLV sale $8K
Timing
3 days before vote
Trade: Aug 1 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold SLV ($1,001-$15,000) 3 days after voting 'Yes' on Confirmation: Earl Matthews, of Virginia, to be General Counsel of the Department of Defense
TIGHT TIMING TRADED BEFORE VOTE SLV
65
Stock Trade
TLH purchase $8K
Timing
3 days before vote
Trade: Aug 1 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought TLH ($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 TLH
65
Stock Trade
VNQI purchase $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought VNQI ($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 VNQI
65
Stock Trade
COP purchase $33K
Timing
7 days before vote
Trade: May 13 → Vote: May 6, 2025
Vote
On the Motion to Proceed
Voted: Yes
Markwayne Mullin bought COP ($15,001-$50,000) 7 days after voting 'Yes' on Motion to proceed to S.J. Res. 13
TRADED BEFORE VOTE COP
65
Stock Trade
VLO purchase $75K
Timing
1 day after vote
Trade: May 13 → Vote: May 14, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought VLO ($50,001-$100,000) 1 days before voting 'Yes' on Confirmation: Emil Michael, of Florida, to be Under Secretary of Defense for Research and Engineerin
TIGHT TIMING VLO
65
Stock Trade
MSFT sale $8K
Timing
1 day before vote
Trade: Jul 18 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold MSFT ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Invoke Cloture: Arielle Roth to be Assistant Secretary of Commerce for Communications and
TIGHT TIMING TRADED BEFORE VOTE MSFT
65
Stock Trade
PPG sale $8K
Timing
1 day before vote
Trade: Jul 31 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold PPG ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Invoke Cloture: Thomas Gaiser to be an Assistant Attorney General
TIGHT TIMING TRADED BEFORE VOTE PPG
65
Stock Trade
META purchase $8K
Timing
3 days before vote
Trade: May 16 → Vote: May 13, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought META ($1,001-$15,000) 3 days after voting 'Yes' on Motion to Invoke Cloture: Troy Meink to be Secretary of the Air Force
TIGHT TIMING TRADED BEFORE VOTE META
65
Stock Trade
SLV sale $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold SLV ($1,001-$15,000) 2 days after voting 'Yes' on Motion to Invoke Cloture: Matthew Kozma to be Under Secretary for Intelligence and Analysis, Departm
TIGHT TIMING TRADED BEFORE VOTE SLV
65
Stock Trade
TLH purchase $8K
Timing
3 days before vote
Trade: Aug 1 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought TLH ($1,001-$15,000) 3 days after voting 'Yes' on Confirmation: Samuel Brown, of Nevada, to be Under Secretary of Veterans Affairs for Memorial Servic
TIGHT TIMING TRADED BEFORE VOTE TLH
65
Stock Trade
VNQI purchase $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought VNQI ($1,001-$15,000) 1 days after voting 'Yes' on Confirmation: Cheryl Mason, of North Carolina, to be Inspector General, Department of Veterans Affai
TIGHT TIMING TRADED BEFORE VOTE VNQI
65
Stock Trade
COP purchase $33K
Timing
6 days before vote
Trade: May 13 → Vote: May 7, 2025
Vote
On the Joint Resolution
Voted: Yes
Markwayne Mullin bought COP ($15,001-$50,000) 6 days after voting 'Yes' on S.J. Res. 13
TRADED BEFORE VOTE COP
65
Stock Trade
VLO purchase $75K
Timing
1 day after vote
Trade: May 13 → Vote: May 14, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought VLO ($50,001-$100,000) 1 days before voting 'Yes' on Motion to Invoke Cloture: Emil Michael to be Under Secretary of Defense for Research and Engineering
TIGHT TIMING VLO
65
Stock Trade
MSFT sale $8K
Timing
1 day before vote
Trade: Jul 18 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold MSFT ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Invoke Cloture: Bradley Hansell to be Under Secretary of Defense for Intelligence and Secu
TIGHT TIMING TRADED BEFORE VOTE MSFT
65
Stock Trade
META purchase $8K
Timing
3 days before vote
Trade: May 16 → Vote: May 13, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought META ($1,001-$15,000) 3 days after voting 'Yes' on Confirmation: Reed Rubinstein, of Maryland, to be Legal Adviser of the Department of State
TIGHT TIMING TRADED BEFORE VOTE META
65
Stock Trade
SLV sale $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold SLV ($1,001-$15,000) 2 days after voting 'Yes' on Motion to Invoke Cloture: Gadyaces Serralta to be Director of the United States Marshals Service
TIGHT TIMING TRADED BEFORE VOTE SLV
65
Stock Trade
TLH purchase $8K
Timing
3 days before vote
Trade: Aug 1 → Vote: Jul 29, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought TLH ($1,001-$15,000) 3 days after voting 'Yes' on Motion to Invoke Cloture: Samuel Brown to be Under Secretary of Veterans Affairs for Memorial Affair
TIGHT TIMING TRADED BEFORE VOTE TLH
65
Stock Trade
VNQI purchase $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought VNQI ($1,001-$15,000) 1 days after voting 'Yes' on Confirmation: Gadyaces Serralta, of Florida, to be Director of the United States Marshals Service
TIGHT TIMING TRADED BEFORE VOTE VNQI
65
Stock Trade
COP 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 COP ($15,001-$50,000) 5 days after voting 'Yes' on Motion to Invoke Cloture: Motion to proceed to S. 1582
TRADED BEFORE VOTE COP
65
Stock Trade
VLO purchase $75K
Timing
1 day after vote
Trade: May 13 → Vote: May 14, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought VLO ($50,001-$100,000) 1 days before voting 'Yes' on Confirmation: Michael Rigas, of Virginia, to be Deputy Secretary of State for Management and Resourc
TIGHT TIMING VLO
65
Stock Trade
MSFT sale $8K
Timing
1 day before vote
Trade: Jul 18 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold MSFT ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Invoke Cloture: Aaron Lukas to be Principal Deputy Director of National Intelligence
TIGHT TIMING TRADED BEFORE VOTE MSFT
65
Stock Trade
META purchase $8K
Timing
2 days before vote
Trade: May 16 → Vote: May 14, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought META ($1,001-$15,000) 2 days after voting 'Yes' on Motion to Invoke Cloture: Sean Donahue to be an Assistant Administrator of the Environmental Protect
TIGHT TIMING TRADED BEFORE VOTE META
65
Stock Trade
LRCX purchase $33K
Timing
7 days before vote
Trade: May 13 → Vote: May 6, 2025
Vote
On the Motion to Proceed
Voted: Yes
Markwayne Mullin bought LRCX ($15,001-$50,000) 7 days after voting 'Yes' on Motion to proceed to S.J. Res. 7
TRADED BEFORE VOTE LRCX
65
Stock Trade
SLV sale $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Motion to Discharge
Voted: No
John Boozman sold SLV ($1,001-$15,000) 2 days after voting 'No' on Motion to Discharge S. J. Res. 34
TIGHT TIMING TRADED BEFORE VOTE SLV
65
Stock Trade
TLH purchase $8K
Timing
3 days before vote
Trade: Aug 1 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought TLH ($1,001-$15,000) 3 days after voting 'Yes' on Confirmation: Susan Monarez, of Wisconsin, to be Director of the Centers for Disease Control and Pre
TIGHT TIMING TRADED BEFORE VOTE TLH
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Politicians
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