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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)

Stock Trade
MSFT sale $8K
Timing
12 days after vote
Trade: Jun 18 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
Shelley Moore Capito sold MSFT ($1,001-$15,000) 12 days before voting 'No' on Motion to Waive Section 313(b)(1)(A) of the Congressional Budget Act Re: Kennedy Amdt. No. 2772
MSFT
Stock Trade
MSFT sale $8K
Timing
18 days before vote
Trade: Jul 18 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: Yes
Shelley Moore Capito sold MSFT ($1,001-$15,000) 18 days after voting 'Yes' on Motion to Waive Section 313 (b)(1)(D) of the CBA Re: Amdt. No. 2401
TRADED BEFORE VOTE MSFT
Stock Trade
AVGO purchase $8K
Timing
5 days before vote
Trade: Feb 9 → Vote: Feb 4, 2026
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito bought AVGO ($1,001-$15,000) 5 days after voting 'Yes' on Motion to Invoke Cloture: Brian Charles Lea to be U.S. District Judge for the Western District of Te
TRADED BEFORE VOTE AVGO
60
Stock Trade
GIGB purchase $8K
Timing
7 days before vote
Trade: Jul 8 → Vote: Jul 1, 2025
Vote
On Passage of the Bill
Voted: Yes
John Boozman bought GIGB ($1,001-$15,000) 7 days after voting 'Yes' on H.R. 1, as Amended
TRADED BEFORE VOTE GIGB
Stock Trade
APG purchase $33K
Timing
Same day
Trade: Feb 4 → Vote: Feb 4, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought APG ($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 APG
Angus King I ME
60
Stock Trade
AMD purchase $8K
Timing
7 days before vote
Trade: Jul 21 → Vote: Jul 14, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought AMD ($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 AMD
Angus King I ME
60
Stock Trade
NVDA purchase $8K
Timing
5 days before vote
Trade: Jul 21 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought NVDA ($1,001-$15,000) 5 days after voting 'Yes' on Rosen Amdt. No. 2878
TRADED BEFORE VOTE NVDA
Angus King I ME
60
Stock Trade
JPM purchase $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Not Voting
Angus King bought JPM ($1,001-$15,000) 4 days after voting 'Not Voting' on Motion to Invoke Cloture: Cristian M. Stevens to be U.S. District Judge for the Eastern District of
TRADED BEFORE VOTE JPM
Stock Trade
CSX purchase $33K
Timing
Same day
Trade: May 13 → Vote: May 13, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought CSX ($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 CSX
Stock Trade
MPWR purchase $33K
Timing
1 day after vote
Trade: Feb 4 → Vote: Feb 5, 2026
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought MPWR ($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 MPWR
Stock Trade
INTU sale $33K
Timing
Same day
Trade: Feb 25 → Vote: Feb 25, 2026
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin sold INTU ($15,001-$50,000) 0 days after voting 'Yes' on Motion to Invoke Cloture: John DeLeeuw to be a Member of the National Transportation Safety Board
TIGHT TIMING INTU
Stock Trade
MSFT sale $8K
Timing
12 days after vote
Trade: Jun 18 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: Yes
Shelley Moore Capito sold MSFT ($1,001-$15,000) 12 days before voting 'Yes' on Motion to Waive Section 313 (b)(1)(D) of the CBA Re: Amdt. No. 2401
MSFT
Stock Trade
MSFT sale $8K
Timing
18 days before vote
Trade: Jul 18 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
Shelley Moore Capito sold MSFT ($1,001-$15,000) 18 days after voting 'No' on Motion to Waive Section 302(F) of the CBA Re: Murray Amdt. No. 2771
TRADED BEFORE VOTE MSFT
Stock Trade
AVGO purchase $8K
Timing
5 days before vote
Trade: Feb 9 → Vote: Feb 4, 2026
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito bought AVGO ($1,001-$15,000) 5 days after voting 'Yes' on Confirmation: Megan Blair Benton, of Missouri, to be U.S. District Judge for the Western District of
TRADED BEFORE VOTE AVGO
60
Stock Trade
GIGB purchase $8K
Timing
7 days before vote
Trade: Jul 8 → Vote: Jul 1, 2025
Vote
On the Motion
Voted: No
John Boozman bought GIGB ($1,001-$15,000) 7 days after voting 'No' on Warnock Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TRADED BEFORE VOTE GIGB
Stock Trade
APG purchase $33K
Timing
Same day
Trade: Feb 4 → Vote: Feb 4, 2026
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought APG ($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 APG
Angus King I ME
60
Stock Trade
AMD purchase $8K
Timing
7 days before vote
Trade: Jul 21 → Vote: Jul 14, 2025
Vote
On the Nomination
Voted: No
Angus King bought AMD ($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 AMD
Angus King I ME
60
Stock Trade
NVDA purchase $8K
Timing
5 days before vote
Trade: Jul 21 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought NVDA ($1,001-$15,000) 5 days after voting 'Yes' on Schiff Amdt. No. 2862
TRADED BEFORE VOTE NVDA
Angus King I ME
60
Stock Trade
JPM purchase $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought JPM ($1,001-$15,000) 4 days after voting 'No' on Motion to Invoke Cloture: Joshua M. Divine to be U.S. District Judge for the Eastern and Western Dis
TRADED BEFORE VOTE JPM
Stock Trade
CSX purchase $33K
Timing
Same day
Trade: May 13 → Vote: May 13, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought CSX ($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 CSX
Stock Trade
MPWR purchase $33K
Timing
1 day after vote
Trade: Feb 4 → Vote: Feb 5, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought MPWR ($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 MPWR
Stock Trade
INTU sale $33K
Timing
1 day after vote
Trade: Feb 25 → Vote: Feb 26, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin sold INTU ($15,001-$50,000) 1 days before voting 'Yes' on Confirmation: Ryan McCormack, of Virginia, to be Under Secretary of Transportation for Policy
TIGHT TIMING INTU
Stock Trade
MSFT sale $8K
Timing
12 days after vote
Trade: Jun 18 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
Shelley Moore Capito sold MSFT ($1,001-$15,000) 12 days before voting 'No' on Motion to Waive Section 302(F) of the CBA Re: Murray Amdt. No. 2771
MSFT
Stock Trade
MSFT sale $8K
Timing
18 days before vote
Trade: Jul 18 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
Shelley Moore Capito sold MSFT ($1,001-$15,000) 18 days after voting 'No' on Motion to Waive Section 313(b)(1)(D) of the Congressional Budget Act Re: Merkley Amdt. No. 2446
TRADED BEFORE VOTE MSFT
Stock Trade
AVGO purchase $8K
Timing
5 days before vote
Trade: Feb 9 → Vote: Feb 4, 2026
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito bought AVGO ($1,001-$15,000) 5 days after voting 'Yes' on Motion to Invoke Cloture: Megan Blair Benton to be U.S. District Judge for the Western District of M
TRADED BEFORE VOTE AVGO
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