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STOCK TRADE ↔ VOTE CORRELATIONS
30,204
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.

30,204
Correlations
49
Politicians
719
Score 70+
44.3
Avg Score

Highest Average Scores

55 avg (74)
52 avg (43)
50.9 avg (4702)
48.5 avg (221)
48.2 avg (69)
47.1 avg (112)
47 avg (9249)
46.7 avg (3505)
Angus King I ME
45.6 avg (4257)
45.4 avg (100)

Most Correlated Tickers

UNH
45.7 avg (896 trades)
45.8 avg (748 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
41.4 avg (387 trades)

Correlations (30204 found)

60
Stock Trade
MU sale $8K
Timing
6 days before vote
Trade: Jul 1 → Vote: Jun 25, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold MU ($1,001-$15,000) 6 days after voting 'Yes' on Motion to Invoke Cloture: Kenneth Kies to be an Assistant Secretary of the Treasury
TRADED BEFORE VOTE MU
Stock Trade
ZTS purchase $75K
Timing
12 days before vote
Trade: May 13 → Vote: May 1, 2025
Vote
On the Joint Resolution
Voted: Yes
Markwayne Mullin bought ZTS ($50,001-$100,000) 12 days after voting 'Yes' on S.J.Res. 31
TRADED BEFORE VOTE ZTS
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: Eric Matthew Ueland, of Virginia, to be Deputy Director for Management, Office of Mana
TIGHT TIMING COP
Stock Trade
GS sale $33K
Timing
Same day
Trade: Feb 4 → Vote: Feb 4, 2026
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin sold GS ($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 GS
Stock Trade
GOOGL purchase $8K
Timing
6 days before vote
Trade: Jul 29 → Vote: Jul 23, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito bought GOOGL ($1,001-$15,000) 6 days after voting 'Yes' on Motion to Invoke Cloture: Zachary M. Bluestone to be U.S. District Judge for the Eastern District of
TRADED BEFORE VOTE GOOGL
60
Stock Trade
MU sale $8K
Timing
6 days before vote
Trade: Jul 1 → Vote: Jun 25, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold MU ($1,001-$15,000) 6 days after voting 'Yes' on Confirmation: Paul Dabbar, of New York, to be Deputy Secretary of Commerce
TRADED BEFORE VOTE MU
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: Eric Matthew Ueland to be Deputy Director for Management, Office of Manage
TIGHT TIMING COP
Stock Trade
GS sale $33K
Timing
Same day
Trade: Feb 4 → Vote: Feb 4, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin sold GS ($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 GS
Stock Trade
GOOGL purchase $8K
Timing
6 days before vote
Trade: Jul 29 → Vote: Jul 23, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito bought GOOGL ($1,001-$15,000) 6 days after voting 'Yes' on Confirmation: John Hurley, of California, to be Under Secretary for Terrorism and Financial Crimes
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 Nomination
Voted: Yes
John Boozman bought AVGO ($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 AVGO
60
Stock Trade
MU sale $8K
Timing
5 days before vote
Trade: Jul 1 → Vote: Jun 26, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold MU ($1,001-$15,000) 5 days after voting 'Yes' on Confirmation: Kenneth Kies, of Virginia, to be an Assistant Secretary of the Treasury
TRADED BEFORE VOTE MU
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: Emil Michael, of Florida, to be Under Secretary of Defense for Research and Engineerin
TIGHT TIMING COP
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: Katharine MacGregor to be Deputy Secretary of the Interior
TIGHT TIMING LHX
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: Brian Charles Lea to be U.S. District Judge for the Western District of Te
TIGHT TIMING MCK
Angus King I ME
60
Stock Trade
MRVL purchase $8K
Timing
7 days before vote
Trade: Jul 21 → Vote: Jul 14, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought MRVL ($1,001-$15,000) 7 days after voting 'No' on Motion to Invoke Cloture: Luke Pettit to be an Assistant Secretary of the Treasury
TRADED BEFORE VOTE MRVL
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: Justin R. Olson, of Indiana, to be U.S. District Judge for the Southern District of In
TIGHT TIMING GS
Stock Trade
GOOGL purchase $8K
Timing
6 days before vote
Trade: Jul 29 → Vote: Jul 23, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito bought GOOGL ($1,001-$15,000) 6 days after voting 'Yes' on Confirmation: Arielle Roth, of the District of Columbia, to be Assistant Secretary of Communications
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 Nomination
Voted: Yes
John Boozman bought AVGO ($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 AVGO
60
Stock Trade
MU sale $8K
Timing
4 days before vote
Trade: Jul 1 → Vote: Jun 27, 2025
Vote
On the Motion to Discharge
Voted: No
John Boozman sold MU ($1,001-$15,000) 4 days after voting 'No' on Motion to Discharge S.J. Res. 59 from the Committee on Foreign Relations
TRADED BEFORE VOTE MU
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: Emil Michael to be Under Secretary of Defense for Research and Engineering
TIGHT TIMING COP
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: James Danly, of Tennessee, to be Deputy Secretary of Energy
TIGHT TIMING LHX
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: Megan Blair Benton, of Missouri, to be U.S. District Judge for the Western District of
TIGHT TIMING MCK
Angus King I ME
60
Stock Trade
MRVL purchase $8K
Timing
7 days before vote
Trade: Jul 21 → Vote: Jul 14, 2025
Vote
On the Nomination
Voted: No
Angus King bought MRVL ($1,001-$15,000) 7 days after voting 'No' on Confirmation: Whitney D. Hermandorfer, of Tennessee, to be United States Circuit Judge for the Sixth
TRADED BEFORE VOTE MRVL
Stock Trade
GS sale $33K
Timing
1 day after vote
Trade: Feb 4 → Vote: Feb 5, 2026
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin sold GS ($15,001-$50,000) 1 days before voting 'Yes' on Motion to Invoke Cloture: Justin R. Olson to be U.S. District Judge for the Southern District of Ind
TIGHT TIMING GS
Stock Trade
GOOGL purchase $8K
Timing
6 days before vote
Trade: Jul 29 → Vote: Jul 23, 2025
Vote
On the Motion to Proceed
Voted: Yes
Shelley Moore Capito bought GOOGL ($1,001-$15,000) 6 days after voting 'Yes' on Motion to Proceed to H.R. 3944
TRADED BEFORE VOTE GOOGL
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