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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
GIGB purchase $8K
Timing
7 days before vote
Trade: Feb 6 → Vote: Jan 30, 2026
Vote
On the Motion
Voted: No
John Boozman bought GIGB ($1,001-$15,000) 7 days after voting 'No' on Motion to Waive All Applicable Budgetary Discipline Re: Merkley Amdt. No. 4287
TRADED BEFORE VOTE GIGB
Angus King I ME
60
Stock Trade
XOM purchase $8K
Timing
7 days before vote
Trade: Jul 21 → Vote: Jul 14, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought XOM ($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 XOM
Angus King I ME
60
Stock Trade
AMAT purchase $8K
Timing
5 days before vote
Trade: Jul 21 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought AMAT ($1,001-$15,000) 5 days after voting 'Yes' on Rosen Amdt. No. 2878
TRADED BEFORE VOTE AMAT
Angus King I ME
60
Stock Trade
PYPL 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 PYPL ($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 PYPL
Stock Trade
CVX purchase $75K
Timing
6 days after vote
Trade: May 13 → Vote: May 19, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought CVX ($50,001-$100,000) 6 days before voting 'Yes' on Confirmation: Charles Kushner, of New York, to be Ambassador of the United States of America to the
CVX
Stock Trade
ADBE purchase $33K
Timing
1 day after vote
Trade: May 13 → Vote: May 14, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought ADBE ($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 ADBE
Stock Trade
DELL sale $33K
Timing
1 day after vote
Trade: Feb 4 → Vote: Feb 5, 2026
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin sold DELL ($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 DELL
Stock Trade
AAPL sale $8K
Timing
12 days after vote
Trade: Jul 18 → Vote: Jul 30, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito sold AAPL ($1,001-$15,000) 12 days before voting 'Yes' on Confirmation: Thomas Gaiser, of Ohio, to be an Assistant Attorney General
AAPL
60
Stock Trade
GD sale $8K
Timing
7 days before vote
Trade: May 20 → Vote: May 13, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold GD ($1,001-$15,000) 7 days after voting 'Yes' on Confirmation: James Danly, of Tennessee, to be Deputy Secretary of Energy
TRADED BEFORE VOTE GD
60
Stock Trade
CMBS purchase $8K
Timing
4 days before vote
Trade: Aug 1 → Vote: Jul 28, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought CMBS ($1,001-$15,000) 4 days after voting 'Yes' on Motion to Invoke Cloture: Earl Matthews to be General Counsel of the Department of Defense
TRADED BEFORE VOTE CMBS
60
Stock Trade
GIGB purchase $8K
Timing
7 days before vote
Trade: Feb 6 → Vote: Jan 30, 2026
Vote
On the Amendment
Voted: No
John Boozman bought GIGB ($1,001-$15,000) 7 days after voting 'No' on Sanders Amdt. No. 4290
TRADED BEFORE VOTE GIGB
60
Stock Trade
GOOG purchase $8K
Timing
7 days before vote
Trade: May 15 → Vote: May 8, 2025
Vote
On Cloture on the Motion to Proceed
Voted: No
John Fetterman bought GOOG ($1,001-$15,000) 7 days after voting 'No' on Motion to Invoke Cloture: Motion to proceed to S. 1582
TRADED BEFORE VOTE GOOG
Angus King I ME
60
Stock Trade
XOM purchase $8K
Timing
7 days before vote
Trade: Jul 21 → Vote: Jul 14, 2025
Vote
On the Nomination
Voted: No
Angus King bought XOM ($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 XOM
Angus King I ME
60
Stock Trade
AMAT purchase $8K
Timing
5 days before vote
Trade: Jul 21 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought AMAT ($1,001-$15,000) 5 days after voting 'Yes' on Schiff Amdt. No. 2862
TRADED BEFORE VOTE AMAT
Angus King I ME
60
Stock Trade
PYPL purchase $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought PYPL ($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 PYPL
Stock Trade
CVX purchase $75K
Timing
6 days after vote
Trade: May 13 → Vote: May 19, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought CVX ($50,001-$100,000) 6 days before voting 'Yes' on Motion to Invoke Cloture: Charles Kushner to be Ambassador of the United States of America to the Fr
CVX
Stock Trade
ADBE purchase $33K
Timing
1 day after vote
Trade: May 13 → Vote: May 14, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought ADBE ($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 ADBE
Stock Trade
DELL sale $33K
Timing
1 day after vote
Trade: Feb 4 → Vote: Feb 5, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin sold DELL ($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 DELL
Stock Trade
AAPL sale $8K
Timing
12 days after vote
Trade: Jul 18 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold AAPL ($1,001-$15,000) 12 days before voting 'Yes' on Motion to Invoke Cloture: Thomas Gaiser to be an Assistant Attorney General
AAPL
60
Stock Trade
GD sale $8K
Timing
7 days before vote
Trade: May 20 → Vote: May 13, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold GD ($1,001-$15,000) 7 days after voting 'Yes' on Motion to Invoke Cloture: James Danly to be Deputy Secretary of Energy
TRADED BEFORE VOTE GD
60
Stock Trade
CMBS purchase $8K
Timing
4 days before vote
Trade: Aug 1 → Vote: Jul 28, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought CMBS ($1,001-$15,000) 4 days after voting 'Yes' on Confirmation: David Wright, of South Carolina, to be a Member of the Nuclear Regulatory Commission
TRADED BEFORE VOTE CMBS
60
Stock Trade
GIGB purchase $8K
Timing
7 days before vote
Trade: Feb 6 → Vote: Jan 30, 2026
Vote
On the Motion to Table
Voted: Yes
John Boozman bought GIGB ($1,001-$15,000) 7 days after voting 'Yes' on Motion to Table Lee Amdt. No. 4286
TRADED BEFORE VOTE GIGB
60
Stock Trade
GOOG purchase $8K
Timing
7 days before vote
Trade: May 15 → Vote: May 8, 2025
Vote
On the Joint Resolution
Voted: Not Voting
John Fetterman bought GOOG ($1,001-$15,000) 7 days after voting 'Not Voting' on S.J. Res. 7
TRADED BEFORE VOTE GOOG
Angus King I ME
60
Stock Trade
XOM purchase $8K
Timing
6 days before vote
Trade: Jul 21 → Vote: Jul 15, 2025
Vote
On the Nomination
Voted: No
Angus King bought XOM ($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 XOM
Angus King I ME
60
Stock Trade
AMAT purchase $8K
Timing
5 days before vote
Trade: Jul 21 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought AMAT ($1,001-$15,000) 5 days after voting 'Yes' on Baldwin Amdt. No. 2855
TRADED BEFORE VOTE AMAT
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