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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
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: Tyler Clarkson, of Virginia, to be General Counsel of the Department of Agriculture
TIGHT TIMING TRADED BEFORE VOTE VNQI
65
Stock Trade
NVDA Purchase $375K
Timing
29 days before vote
Trade: Jan 16 → Vote: Dec 18, 2025
Vote
On Passage
Voted: No
Hon. Nancy Pelosi sold NVDA ($250,001-$500,000) 29 days after voting 'No' on On Passage
TRADED BEFORE VOTE NVDA
65
Stock Trade
COP purchase $33K
Timing
5 days before vote
Trade: May 13 → Vote: May 8, 2025
Vote
On the Joint Resolution
Voted: Yes
Markwayne Mullin bought COP ($15,001-$50,000) 5 days after voting 'Yes' on S.J. Res. 7
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: Michael Rigas to be Deputy Secretary of State for Management and Resources
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: Cristian M. Stevens to be U.S. District Judge for the Eastern District of
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 Nomination
Voted: Yes
John Boozman bought META ($1,001-$15,000) 2 days after voting 'Yes' on Confirmation: Eric Matthew Ueland, of Virginia, to be Deputy Director for Management, Office of Mana
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 Nomination
Voted: Yes
Markwayne Mullin bought LRCX ($15,001-$50,000) 7 days after voting 'Yes' on Confirmation: Frank Bisignano, of New Jersey, to be Commissioner of Social Security Administration
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. 41
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: Susan Monarez to be Director of the Centers for Disease Control and Preven
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: Cheryl Mason to be Inspector General, Department of Veterans Affairs
TIGHT TIMING TRADED BEFORE VOTE VNQI
65
Stock Trade
NVDA Purchase $375K
Timing
29 days before vote
Trade: Jan 16 → Vote: Dec 18, 2025
Vote
On Motion to Recommit
Voted: Yes
Hon. Nancy Pelosi sold NVDA ($250,001-$500,000) 29 days after voting 'Yes' on On Motion to Recommit
TRADED BEFORE VOTE NVDA
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: Katharine MacGregor, of Florida, to be Deputy Secretary of the Interior
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: Joshua M. Divine to be U.S. District Judge for the Eastern and Western Dis
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: Eric Matthew Ueland to be Deputy Director for Management, Office of Manage
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. 13
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 Cloture Motion
Voted: Yes
John Boozman sold SLV ($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 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: William Kimmitt, of Virginia, to be Under Secretary of Commerce for International Trad
TIGHT TIMING TRADED BEFORE VOTE TLH
65
Stock Trade
AMAT sale $8K
Timing
3 days before vote
Trade: Feb 27 → Vote: Feb 24, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
John Boozman sold AMAT ($1,001-$15,000) 3 days after voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 7147
TIGHT TIMING TRADED BEFORE VOTE AMAT
65
Stock Trade
VLO purchase $75K
Timing
2 days after vote
Trade: May 13 → Vote: May 15, 2025
Vote
On the Motion to Discharge
Voted: No
Markwayne Mullin bought VLO ($50,001-$100,000) 2 days before voting 'No' on Motion to Discharge S. Res. 195
TIGHT TIMING VLO
65
Stock Trade
MSFT sale $8K
Timing
1 day before vote
Trade: Jul 18 → Vote: Jul 17, 2025
Vote
On the Amendment
Voted: Yes
Shelley Moore Capito sold MSFT ($1,001-$15,000) 1 days after voting 'Yes' on Schmitt Admt. No. 2853
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 Nomination
Voted: Yes
John Boozman bought META ($1,001-$15,000) 2 days after voting 'Yes' on Confirmation: Emil Michael, of Florida, to be Under Secretary of Defense for Research and Engineerin
TIGHT TIMING TRADED BEFORE VOTE META
65
Stock Trade
LRCX purchase $33K
Timing
6 days before vote
Trade: May 13 → Vote: May 7, 2025
Vote
On the Joint Resolution
Voted: Yes
Markwayne Mullin bought LRCX ($15,001-$50,000) 6 days after voting 'Yes' on S.J. Res. 13
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 Nomination
Voted: Yes
John Boozman sold SLV ($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 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: William Kimmitt to be Under Secretary of Commerce for International Trade
TIGHT TIMING TRADED BEFORE VOTE TLH
65
Stock Trade
UBER purchase $8K
Timing
3 days before vote
Trade: Feb 6 → Vote: Feb 3, 2026
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought UBER ($1,001-$15,000) 3 days after voting 'Yes' on Motion to Invoke Cloture: Aaron Christian Peterson to be U.S. District Judge for the District of Ala
TIGHT TIMING TRADED BEFORE VOTE UBER
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