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STOCK TRADE ↔ VOTE CORRELATIONS
30,326
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.

30,326
Correlations
49
Politicians
719
Score 70+
44.3
Avg Score

Highest Average Scores

55 avg (74)
50.9 avg (4702)
49.8 avg (65)
48.5 avg (221)
47.1 avg (112)
47 avg (9249)
46.7 avg (3505)
Angus King I ME
45.6 avg (4257)
45.4 avg (100)
45.3 avg (60)

Most Correlated Tickers

UNH
45.7 avg (896 trades)
45.5 avg (774 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
41.2 avg (398 trades)

Correlations (30326 found)

Stock Trade
JPM sale $8K
Timing
18 days before vote
Trade: Jul 18 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
Shelley Moore Capito sold JPM ($1,001-$15,000) 18 days after voting 'No' on Gallego Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TRADED BEFORE VOTE JPM
Stock Trade
BLK sale $8K
Timing
7 days before vote
Trade: Feb 10 → Vote: Feb 3, 2026
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold BLK ($1,001-$15,000) 7 days after voting 'Yes' on Motion to Invoke Cloture: Aaron Christian Peterson to be U.S. District Judge for the District of Ala
TRADED BEFORE VOTE BLK
Stock Trade
LRCX purchase $33K
Timing
1 day after vote
Trade: May 13 → Vote: May 14, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought LRCX ($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 LRCX
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: James Danly to be Deputy Secretary of Energy
TIGHT TIMING CSX
Stock Trade
AMKR purchase $33K
Timing
Same day
Trade: Feb 4 → Vote: Feb 4, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought AMKR ($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 AMKR
60
Stock Trade
AMD purchase $8K
Timing
6 days before vote
Trade: Aug 7 → Vote: Aug 1, 2025
Vote
On the Motion
Voted: No
John Boozman bought AMD ($1,001-$15,000) 6 days after voting 'No' on Motion to Waive All Applicable Budgetary Points of Order Re: Merkley Amdt. No. 3114
TRADED BEFORE VOTE AMD
60
Stock Trade
AAPL purchase $8K
Timing
19 days before vote
Trade: Apr 30 → Vote: Apr 11, 2025
Vote
On the Nomination
Voted: Yes
Katie Britt bought AAPL ($1,001-$15,000) 19 days after voting 'Yes' on Confirmation: Lt. Gen. John D. Caine (Retired) to be General and Chairman of the Joint Chiefs of Sta
TRADED BEFORE VOTE AAPL
Angus King I ME
60
Stock Trade
GOOGL purchase $8K
Timing
7 days before vote
Trade: Jul 21 → Vote: Jul 14, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought GOOGL ($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 GOOGL
Angus King I ME
60
Stock Trade
LOW purchase $8K
Timing
5 days before vote
Trade: Jul 21 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought LOW ($1,001-$15,000) 5 days after voting 'Yes' on Rosen Amdt. No. 2878
TRADED BEFORE VOTE LOW
Angus King I ME
60
Stock Trade
VRT 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 VRT ($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 VRT
Stock Trade
GOOGL purchase $175K
Timing
7 days after vote
Trade: Dec 29 → Vote: Jan 5, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought GOOGL ($100,001-$250,000) 7 days before voting 'Yes' on Confirmation: Keith Bass, of Texas, to be an Assistant Secretary of Defense
GOOGL
Stock Trade
VSEC purchase $33K
Timing
2 days after vote
Trade: Jan 5 → Vote: Jan 7, 2026
Vote
On the Motion to Proceed
Voted: No
Markwayne Mullin bought VSEC ($15,001-$50,000) 2 days before voting 'No' on Motion to Proceed to S.J.Res. 86
TIGHT TIMING VSEC
Stock Trade
ADI sale $8K
Timing
7 days before vote
Trade: Jun 18 → Vote: Jun 11, 2025
Vote
On the Motion to Discharge
Voted: No
Shelley Moore Capito sold ADI ($1,001-$15,000) 7 days after voting 'No' on Motion to Discharge: S.J. Res. 54
TRADED BEFORE VOTE ADI
Stock Trade
C sale $8K
Timing
12 days after vote
Trade: Jun 18 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
Shelley Moore Capito sold C ($1,001-$15,000) 12 days before voting 'No' on Padilla Motion to Commit H.R. 1 to the Committee on Finance with Instructions
C
Stock Trade
BLK sale $8K
Timing
7 days before vote
Trade: Feb 10 → Vote: Feb 3, 2026
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito sold BLK ($1,001-$15,000) 7 days after voting 'Yes' on Confirmation: Nicholas Jon Ganjei, of Texas, to be U.S. District Judge for the Southern District of
TRADED BEFORE VOTE BLK
Stock Trade
LRCX purchase $33K
Timing
1 day after vote
Trade: May 13 → Vote: May 14, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought LRCX ($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 LRCX
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: Troy Meink, of Virginia, to be Secretary of the Air Force
TIGHT TIMING CSX
Stock Trade
AMKR purchase $33K
Timing
Same day
Trade: Feb 4 → Vote: Feb 4, 2026
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought AMKR ($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 AMKR
60
Stock Trade
AMD purchase $8K
Timing
6 days before vote
Trade: Aug 7 → Vote: Aug 1, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought AMD ($1,001-$15,000) 6 days after voting 'Yes' on Motion to Invoke Cloture: Luigi Rinaldi to be Ambassador Extraordinary and Plenipotentiary of the Un
TRADED BEFORE VOTE AMD
60
Stock Trade
AAPL purchase $8K
Timing
19 days before vote
Trade: Apr 30 → Vote: Apr 11, 2025
Vote
On the Cloture Motion
Voted: Yes
Katie Britt bought AAPL ($1,001-$15,000) 19 days after voting 'Yes' on Motion to Invoke Cloture: Lt. Gen. John D. Caine (Retired) to be General and Chairman of the Joint C
TRADED BEFORE VOTE AAPL
Angus King I ME
60
Stock Trade
GOOGL purchase $8K
Timing
7 days before vote
Trade: Jul 21 → Vote: Jul 14, 2025
Vote
On the Nomination
Voted: No
Angus King bought GOOGL ($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 GOOGL
Angus King I ME
60
Stock Trade
LOW purchase $8K
Timing
5 days before vote
Trade: Jul 21 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought LOW ($1,001-$15,000) 5 days after voting 'Yes' on Schiff Amdt. No. 2862
TRADED BEFORE VOTE LOW
Angus King I ME
60
Stock Trade
VRT purchase $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought VRT ($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 VRT
Stock Trade
VSEC purchase $33K
Timing
3 days after vote
Trade: Jan 5 → Vote: Jan 8, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought VSEC ($15,001-$50,000) 3 days before voting 'Yes' on Confirmation: Alexander C. Van Hook, of Louisiana, to be U.S. District Judge for the Western Distric
TIGHT TIMING VSEC
Stock Trade
ADI sale $8K
Timing
7 days before vote
Trade: Jun 18 → Vote: Jun 11, 2025
Vote
On the Motion to Discharge
Voted: No
Shelley Moore Capito sold ADI ($1,001-$15,000) 7 days after voting 'No' on Motion to Discharge S. J. Res. 53
TRADED BEFORE VOTE ADI
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