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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
60
Stock Trade
AVGO purchase $8K
Timing
7 days before vote
Trade: Jun 11 → Vote: Jun 4, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought AVGO ($1,001-$15,000) 7 days after voting 'Yes' on Motion to Invoke Cloture: James O'Neill to be Deputy Secretary of Health and Human Services
TRADED BEFORE VOTE AVGO
60
Stock Trade
COP purchase $33K
Timing
1 day after vote
Trade: May 13 → Vote: May 14, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought COP ($15,001-$50,000) 1 days before voting 'Yes' on Confirmation: Michael Rigas, of Virginia, to be Deputy Secretary of State for Management and Resourc
TIGHT TIMING COP
60
Stock Trade
LHX purchase $33K
Timing
Same day
Trade: May 13 → Vote: May 13, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought LHX ($15,001-$50,000) 0 days after voting 'Yes' on Motion to Invoke Cloture: James Danly to be Deputy Secretary of Energy
TIGHT TIMING LHX
60
Stock Trade
MCK purchase $33K
Timing
Same day
Trade: Feb 4 → Vote: Feb 4, 2026
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought MCK ($15,001-$50,000) 0 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 MCK
Angus King I ME
60
Stock Trade
MRVL purchase $8K
Timing
6 days before vote
Trade: Jul 21 → Vote: Jul 15, 2025
Vote
On the Nomination
Voted: No
Angus King bought MRVL ($1,001-$15,000) 6 days after voting 'No' on Confirmation: Joseph Edlow, of Maryland, to be Director of U.S. Citizenship and Immigration Services
TRADED BEFORE VOTE MRVL
60
Stock Trade
MCK purchase $33K
Timing
Same day
Trade: Jan 5 → Vote: Jan 5, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought MCK ($15,001-$50,000) 0 days after voting 'Yes' on Confirmation: Keith Bass, of Texas, to be an Assistant Secretary of Defense
TIGHT TIMING MCK
60
Stock Trade
GS sale $33K
Timing
1 day after vote
Trade: Feb 4 → Vote: Feb 5, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin sold GS ($15,001-$50,000) 1 days before voting 'Yes' on Confirmation: Brian Charles Lea, of Tennessee, to be U.S. District Judge for the Western District of
TIGHT TIMING GS
60
Stock Trade
GOOGL purchase $8K
Timing
5 days before vote
Trade: Jul 29 → Vote: Jul 24, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito bought GOOGL ($1,001-$15,000) 5 days after voting 'Yes' on Motion to Invoke Cloture: Emil J. Bove III to be U.S. Circuit Judge for the Third Circuit
TRADED BEFORE VOTE GOOGL
60
Stock Trade
AVGO purchase $8K
Timing
7 days before vote
Trade: Jun 11 → Vote: Jun 4, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought AVGO ($1,001-$15,000) 7 days after voting 'Yes' on Motion to Invoke Cloture: Edward Walsh to be Ambassador of the United States of America to Ireland
TRADED BEFORE VOTE AVGO
60
Stock Trade
COP purchase $33K
Timing
1 day after vote
Trade: May 13 → Vote: May 14, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought COP ($15,001-$50,000) 1 days before voting 'Yes' on Motion to Invoke Cloture: Michael Rigas to be Deputy Secretary of State for Management and Resources
TIGHT TIMING COP
60
Stock Trade
LHX purchase $33K
Timing
Same day
Trade: May 13 → Vote: May 13, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought LHX ($15,001-$50,000) 0 days after voting 'Yes' on Confirmation: Troy Meink, of Virginia, to be Secretary of the Air Force
TIGHT TIMING LHX
60
Stock Trade
MCK purchase $33K
Timing
Same day
Trade: Feb 4 → Vote: Feb 4, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought MCK ($15,001-$50,000) 0 days after voting 'Yes' on Confirmation: Aaron Christian Peterson, of Alaska, to be United States District Judge for the Distri
TIGHT TIMING MCK
Angus King I ME
60
Stock Trade
MRVL purchase $8K
Timing
6 days before vote
Trade: Jul 21 → Vote: Jul 15, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought MRVL ($1,001-$15,000) 6 days after voting 'No' on Motion to Invoke Cloture: Joseph Edlow to be Director of U.S. Citizenship and Immigration Services,
TRADED BEFORE VOTE MRVL
60
Stock Trade
MCK purchase $33K
Timing
1 day after vote
Trade: Jan 5 → Vote: Jan 6, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought MCK ($15,001-$50,000) 1 days before voting 'Yes' on Confirmation: Sara Bailey, of Texas, to be Director of National Drug Control Policy
TIGHT TIMING MCK
60
Stock Trade
MU sale $8K
Timing
7 days before vote
Trade: Jun 11 → Vote: Jun 4, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold MU ($1,001-$15,000) 7 days after voting 'Yes' on Confirmation: Edward Walsh, of New Jersey, to be Ambassador of the United States of America to Irela
TRADED BEFORE VOTE MU
60
Stock Trade
AVGO purchase $8K
Timing
7 days before vote
Trade: Jun 11 → Vote: Jun 4, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought AVGO ($1,001-$15,000) 7 days after voting 'Yes' on Motion to Invoke Cloture: Michelle Bowman to be Vice Chairman for Supervision of the Board of Govern
TRADED BEFORE VOTE AVGO
60
Stock Trade
COP purchase $33K
Timing
1 day after vote
Trade: May 13 → Vote: May 14, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought COP ($15,001-$50,000) 1 days before voting 'Yes' on Confirmation: Katharine MacGregor, of Florida, to be Deputy Secretary of the Interior
TIGHT TIMING COP
60
Stock Trade
LHX purchase $33K
Timing
Same day
Trade: May 13 → Vote: May 13, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought LHX ($15,001-$50,000) 0 days after voting 'Yes' on Motion to Invoke Cloture: Troy Meink to be Secretary of the Air Force
TIGHT TIMING LHX
60
Stock Trade
MCK purchase $33K
Timing
1 day after vote
Trade: Feb 4 → Vote: Feb 5, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought MCK ($15,001-$50,000) 1 days before voting 'Yes' on Confirmation: Justin R. Olson, of Indiana, to be U.S. District Judge for the Southern District of In
TIGHT TIMING MCK
Angus King I ME
60
Stock Trade
MRVL purchase $8K
Timing
6 days before vote
Trade: Jul 21 → Vote: Jul 15, 2025
Vote
On the Nomination
Voted: No
Angus King bought MRVL ($1,001-$15,000) 6 days after voting 'No' on Confirmation: Anthony Tata, of Florida, to be Under Secretary of Defense for Personnel and Readiness
TRADED BEFORE VOTE MRVL
60
Stock Trade
MCK purchase $33K
Timing
1 day after vote
Trade: Jan 5 → Vote: Jan 6, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought MCK ($15,001-$50,000) 1 days before voting 'Yes' on Confirmation: Joshua Simmons, of Virginia, to be General Counsel of the Central Intelligence Agency
TIGHT TIMING MCK
60
Stock Trade
MU sale $8K
Timing
7 days before vote
Trade: Jun 11 → Vote: Jun 4, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold MU ($1,001-$15,000) 7 days after voting 'Yes' on Confirmation: Michelle Bowman, of Kansas, to be Vice Chairman for Supervision of the Board of Govern
TRADED BEFORE VOTE MU
60
Stock Trade
AVGO purchase $8K
Timing
6 days before vote
Trade: Jun 11 → Vote: Jun 5, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought AVGO ($1,001-$15,000) 6 days after voting 'Yes' on Motion to Invoke Cloture: Brett Shumate to be an Assistant Attorney General
TRADED BEFORE VOTE AVGO
60
Stock Trade
COP purchase $33K
Timing
2 days after vote
Trade: May 13 → Vote: May 15, 2025
Vote
On the Motion to Discharge
Voted: No
Markwayne Mullin bought COP ($15,001-$50,000) 2 days before voting 'No' on Motion to Discharge S. Res. 195
TIGHT TIMING COP
60
Stock Trade
LHX purchase $33K
Timing
Same day
Trade: May 13 → Vote: May 13, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought LHX ($15,001-$50,000) 0 days after voting 'Yes' on Confirmation: Reed Rubinstein, of Maryland, to be Legal Adviser of the Department of State
TIGHT TIMING LHX
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