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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
AMAT purchase $33K
Timing
1 day after vote
Trade: May 13 → Vote: May 14, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought AMAT ($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 AMAT
Stock Trade
CRDO sale $33K
Timing
1 day after vote
Trade: Feb 4 → Vote: Feb 5, 2026
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin sold CRDO ($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 CRDO
Angus King I ME
60
Stock Trade
META purchase $8K
Timing
5 days before vote
Trade: Jul 21 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought META ($1,001-$15,000) 5 days after voting 'Yes' on Coons Amdt. No. 2856
TRADED BEFORE VOTE META
Angus King I ME
60
Stock Trade
TMO sale $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Amendment
Voted: Yes
Angus King sold TMO ($1,001-$15,000) 4 days after voting 'Yes' on Merkley Amdt. No. 2863
TRADED BEFORE VOTE TMO
60
Stock Trade
MSFT purchase $8K
Timing
21 days before vote
Trade: Jan 8 → Vote: Dec 18, 2025
Vote
On Passage
Voted: Yes
David J. Taylor bought MSFT ($1,001-$15,000) 21 days after voting 'Yes' on On Passage
TRADED BEFORE VOTE MSFT
Angus King I ME
60
Stock Trade
GOOGL purchase $8K
Timing
21 days before vote
Trade: Jul 21 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
Angus King bought GOOGL ($1,001-$15,000) 21 days after voting 'No' on Motion to Waive Section 313 (b)(1)(D) of the CBA Re: Amdt. No. 2401
TRADED BEFORE VOTE GOOGL
60
Stock Trade
IJR sale $8K
Timing
7 days before vote
Trade: May 6 → Vote: Apr 29, 2025
Vote
On the Cloture Motion
Voted: Yes
David H. McCormick sold IJR ($1,001-$15,000) 7 days after voting 'Yes' on Motion to Invoke Cloture: Thomas Barrack to be Ambassador of the United States of America to the Rep
TRADED BEFORE VOTE IJR
Stock Trade
ADI 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 ADI ($1,001-$15,000) 7 days after voting 'Yes' on Motion to Invoke Cloture: Nicholas Jon Ganjei to be U.S. District Judge for the Southern District of
TRADED BEFORE VOTE ADI
60
Stock Trade
VLO sale $8K
Timing
5 days before vote
Trade: May 13 → Vote: May 8, 2025
Vote
On Cloture on the Motion to Proceed
Voted: Yes
John Boozman sold VLO ($1,001-$15,000) 5 days after voting 'Yes' on Motion to Invoke Cloture: Motion to proceed to S. 1582
TRADED BEFORE VOTE VLO
Stock Trade
AMAT purchase $33K
Timing
1 day after vote
Trade: May 13 → Vote: May 14, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought AMAT ($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 AMAT
Stock Trade
CRDO sale $33K
Timing
1 day after vote
Trade: Feb 4 → Vote: Feb 5, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin sold CRDO ($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 CRDO
60
Stock Trade
NVDA purchase $8K
Timing
20 days before vote
Trade: Aug 22 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought NVDA ($1,001-$15,000) 20 days after voting 'Yes' on Confirmation: Luke Lindberg, of South Dakota, to be Under Secretary of Agriculture for Trade and For
TRADED BEFORE VOTE NVDA
Angus King I ME
60
Stock Trade
META 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 META ($1,001-$15,000) 4 days after voting 'Not Voting' on Motion to Invoke Cloture: John Hurley to be Under Secretary for Terrorism and Financial Crimes
TRADED BEFORE VOTE META
Angus King I ME
60
Stock Trade
TMO sale $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Amendment
Voted: Yes
Angus King sold TMO ($1,001-$15,000) 4 days after voting 'Yes' on Ossoff Amdt. No. 2896
TRADED BEFORE VOTE TMO
60
Stock Trade
MSFT purchase $8K
Timing
21 days before vote
Trade: Jan 8 → Vote: Dec 18, 2025
Vote
On Motion to Recommit
Voted: No
David J. Taylor bought MSFT ($1,001-$15,000) 21 days after voting 'No' on On Motion to Recommit
TRADED BEFORE VOTE MSFT
Angus King I ME
60
Stock Trade
GOOGL purchase $8K
Timing
21 days before vote
Trade: Jul 21 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: Yes
Angus King bought GOOGL ($1,001-$15,000) 21 days after voting 'Yes' on Motion to Waive Section 302(F) of the CBA Re: Murray Amdt. No. 2771
TRADED BEFORE VOTE GOOGL
60
Stock Trade
IJR sale $8K
Timing
7 days before vote
Trade: May 6 → Vote: Apr 29, 2025
Vote
On the Nomination
Voted: Yes
David H. McCormick sold IJR ($1,001-$15,000) 7 days after voting 'Yes' on Confirmation: Warren Stephens, of Arkansas, to be Ambassador of the United States of America to the
TRADED BEFORE VOTE IJR
Stock Trade
ADBE purchase $33K
Timing
Same day
Trade: Jan 5 → Vote: Jan 5, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought ADBE ($15,001-$50,000) 0 days after voting 'Yes' on Confirmation: Keith Bass, of Texas, to be an Assistant Secretary of Defense
TIGHT TIMING ADBE
Stock Trade
MSFT sale $8K
Timing
4 days before vote
Trade: Jul 18 → Vote: Jul 14, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold MSFT ($1,001-$15,000) 4 days after voting 'Yes' on Motion to Invoke Cloture: Luke Pettit to be an Assistant Secretary of the Treasury
TRADED BEFORE VOTE MSFT
Stock Trade
ADI sale $8K
Timing
7 days before vote
Trade: Feb 10 → Vote: Feb 3, 2026
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito sold ADI ($1,001-$15,000) 7 days after voting 'Yes' on Confirmation: David Clay Fowlkes, of Arkansas, to be U.S. District Judge for the Western District of
TRADED BEFORE VOTE ADI
60
Stock Trade
VLO sale $8K
Timing
5 days before vote
Trade: May 13 → Vote: May 8, 2025
Vote
On the Joint Resolution
Voted: Yes
John Boozman sold VLO ($1,001-$15,000) 5 days after voting 'Yes' on S.J. Res. 7
TRADED BEFORE VOTE VLO
Stock Trade
AMAT purchase $33K
Timing
1 day after vote
Trade: May 13 → Vote: May 14, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought AMAT ($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 AMAT
60
Stock Trade
NVDA purchase $8K
Timing
20 days before vote
Trade: Aug 22 → Vote: Aug 2, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought NVDA ($1,001-$15,000) 20 days after voting 'Yes' on Motion to Invoke Cloture: Luke Lindberg to be Under Secretary of Agriculture for Trade and Foreign A
TRADED BEFORE VOTE NVDA
Angus King I ME
60
Stock Trade
META 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 META ($1,001-$15,000) 4 days after voting 'Not Voting' on Motion to Invoke Cloture: Arielle Roth to be Assistant Secretary of Commerce for Communications and
TRADED BEFORE VOTE META
Angus King I ME
60
Stock Trade
TMO sale $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Amendment
Voted: Yes
Angus King sold TMO ($1,001-$15,000) 4 days after voting 'Yes' on Shaheen Amdt. No. 2898
TRADED BEFORE VOTE TMO
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