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
52 avg
50.9 avg
48.5 avg
48.2 avg
47.1 avg
47 avg
46.7 avg
45.6 avg
45.4 avg
60
Stock Trade
MRVL
purchase $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Not Voting
Voted: Not Voting
Angus King bought MRVL ($1,001-$15,000) 4 days after voting 'Not Voting' on Motion to Invoke Cloture: Bradley Hansell to be Under Secretary of Defense for Intelligence and Secu
60
Stock Trade
AMAT
purchase $33K
Timing
Same day
Trade: May 13 → Vote: May 13, 2025
Trade: May 13 → Vote: May 13, 2025
Vote
On the Cloture Motion
Voted: Yes
Voted: Yes
Markwayne Mullin bought AMAT ($15,001-$50,000) 0 days after voting 'Yes' on Motion to Invoke Cloture: James Danly to be Deputy Secretary of Energy
60
Stock Trade
LRCX
purchase $75K
Timing
7 days after vote
Trade: Dec 29 → Vote: Jan 5, 2026
Trade: Dec 29 → Vote: Jan 5, 2026
Vote
On the Nomination
Voted: Yes
Voted: Yes
Markwayne Mullin bought LRCX ($50,001-$100,000) 7 days before voting 'Yes' on Confirmation: Keith Bass, of Texas, to be an Assistant Secretary of Defense
60
Stock Trade
ATO
purchase $8K
Timing
6 days before vote
Trade: May 20 → Vote: May 14, 2025
Trade: May 20 → Vote: May 14, 2025
Vote
On the Nomination
Voted: Yes
Voted: Yes
John Boozman bought ATO ($1,001-$15,000) 6 days after voting 'Yes' on Confirmation: Eric Matthew Ueland, of Virginia, to be Deputy Director for Management, Office of Mana
60
Stock Trade
LHX
purchase $33K
Timing
2 days after vote
Trade: May 13 → Vote: May 15, 2025
Trade: May 13 → Vote: May 15, 2025
Vote
On the Nomination
Voted: Yes
Voted: Yes
Markwayne Mullin bought LHX ($15,001-$50,000) 2 days before voting 'Yes' on Confirmation: Sean Donahue, of F.L., to be an Assistant Administrator of the Environmental Protectio
60
Stock Trade
AIT
sale $8K
Timing
5 days before vote
Trade: Feb 4 → Vote: Jan 30, 2026
Trade: Feb 4 → Vote: Jan 30, 2026
Vote
On the Amendment
Voted: No
Voted: No
Markwayne Mullin sold AIT ($1,001-$15,000) 5 days after voting 'No' on Paul Amdt. No. 4272
60
Stock Trade
UNH
purchase $75K
Timing
13 days before vote
Trade: Feb 25 → Vote: Feb 12, 2026
Trade: Feb 25 → Vote: Feb 12, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Voted: Yes
Markwayne Mullin bought UNH ($50,001-$100,000) 13 days after voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 7147
60
Stock Trade
MBB
sale $8K
Timing
7 days before vote
Trade: Feb 6 → Vote: Jan 30, 2026
Trade: Feb 6 → Vote: Jan 30, 2026
Vote
On Passage of the Bill
Voted: Yes
Voted: Yes
John Boozman sold MBB ($1,001-$15,000) 7 days after voting 'Yes' on H.R. 7148, as Amended
60
Stock Trade
UBER
purchase $8K
Timing
5 days before vote
Trade: Jul 21 → Vote: Jul 16, 2025
Trade: Jul 21 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: Yes
Voted: Yes
Angus King bought UBER ($1,001-$15,000) 5 days after voting 'Yes' on Booker Amdt. No. 2887
60
Stock Trade
BAC
purchase $8K
Timing
12 days after vote
Trade: Jul 21 → Vote: Aug 2, 2025
Trade: Jul 21 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: No
Voted: No
Angus King bought BAC ($1,001-$15,000) 12 days before voting 'No' on Confirmation: Catherine Hanson, of South Carolina, to be Chief Financial Officer, Environmental Prot
60
Stock Trade
MRVL
purchase $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Not Voting
Voted: Not Voting
Angus King bought MRVL ($1,001-$15,000) 4 days after voting 'Not Voting' on Motion to Invoke Cloture: Aaron Lukas to be Principal Deputy Director of National Intelligence
60
Stock Trade
PFE
sale $8K
Timing
13 days after vote
Trade: Jun 3 → Vote: Jun 16, 2025
Trade: Jun 3 → Vote: Jun 16, 2025
Vote
On the Cloture Motion
Voted: No
Voted: No
Ron Wyden sold PFE ($1,001-$15,000) 13 days before voting 'No' on Motion to Invoke Cloture: Gary Andres to be an Assistant Secretary of Health and Human Services
60
Stock Trade
VST
Purchase $175K
Timing
30 days before vote
Trade: Jan 16 → Vote: Dec 17, 2025
Trade: Jan 16 → Vote: Dec 17, 2025
Vote
On Passage
Voted: No
Voted: No
Hon. Nancy Pelosi sold VST ($100,001-$250,000) 30 days after voting 'No' on On Passage
60
Stock Trade
AMAT
purchase $33K
Timing
Same day
Trade: May 13 → Vote: May 13, 2025
Trade: May 13 → Vote: May 13, 2025
Vote
On the Nomination
Voted: Yes
Voted: Yes
Markwayne Mullin bought AMAT ($15,001-$50,000) 0 days after voting 'Yes' on Confirmation: Troy Meink, of Virginia, to be Secretary of the Air Force
60
Stock Trade
ATO
purchase $8K
Timing
6 days before vote
Trade: May 20 → Vote: May 14, 2025
Trade: May 20 → Vote: May 14, 2025
Vote
On the Cloture Motion
Voted: Yes
Voted: Yes
John Boozman bought ATO ($1,001-$15,000) 6 days after voting 'Yes' on Motion to Invoke Cloture: Eric Matthew Ueland to be Deputy Director for Management, Office of Manage
60
Stock Trade
UNH
purchase $75K
Timing
13 days before vote
Trade: Feb 25 → Vote: Feb 12, 2026
Trade: Feb 25 → Vote: Feb 12, 2026
Vote
On the Joint Resolution
Voted: Yes
Voted: Yes
Markwayne Mullin bought UNH ($50,001-$100,000) 13 days after voting 'Yes' on H. J. Res. 142
60
Stock Trade
MBB
sale $8K
Timing
7 days before vote
Trade: Feb 6 → Vote: Jan 30, 2026
Trade: Feb 6 → Vote: Jan 30, 2026
Vote
On the Motion
Voted: No
Voted: No
John Boozman sold MBB ($1,001-$15,000) 7 days after voting 'No' on Motion to Waive All Applicable Budgetary Discipline Re: Merkley Amdt. No. 4287
60
Stock Trade
JPM
purchase $8K
Timing
7 days before vote
Trade: Jul 21 → Vote: Jul 14, 2025
Trade: Jul 21 → Vote: Jul 14, 2025
Vote
On the Cloture Motion
Voted: No
Voted: No
Angus King bought JPM ($1,001-$15,000) 7 days after voting 'No' on Motion to Invoke Cloture: Luke Pettit to be an Assistant Secretary of the Treasury
60
Stock Trade
UBER
purchase $8K
Timing
5 days before vote
Trade: Jul 21 → Vote: Jul 16, 2025
Trade: Jul 21 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: Yes
Voted: Yes
Angus King bought UBER ($1,001-$15,000) 5 days after voting 'Yes' on Rosen Amdt. No. 2878
60
Stock Trade
BAC
purchase $8K
Timing
12 days after vote
Trade: Jul 21 → Vote: Aug 2, 2025
Trade: Jul 21 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
Voted: Yes
Angus King bought BAC ($1,001-$15,000) 12 days before voting 'Yes' on Confirmation: Luke Lindberg, of South Dakota, to be Under Secretary of Agriculture for Trade and For
60
Stock Trade
MRVL
purchase $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Not Voting
Voted: Not Voting
Angus King bought MRVL ($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
60
Stock Trade
AMAT
purchase $33K
Timing
Same day
Trade: May 13 → Vote: May 13, 2025
Trade: May 13 → Vote: May 13, 2025
Vote
On the Cloture Motion
Voted: Yes
Voted: Yes
Markwayne Mullin bought AMAT ($15,001-$50,000) 0 days after voting 'Yes' on Motion to Invoke Cloture: Troy Meink to be Secretary of the Air Force
60
Stock Trade
ATO
purchase $8K
Timing
6 days before vote
Trade: May 20 → Vote: May 14, 2025
Trade: May 20 → Vote: May 14, 2025
Vote
On the Nomination
Voted: Yes
Voted: Yes
John Boozman bought ATO ($1,001-$15,000) 6 days after voting 'Yes' on Confirmation: Emil Michael, of Florida, to be Under Secretary of Defense for Research and Engineerin
60
Stock Trade
JPM
sale $8K
Timing
9 days after vote
Trade: Jul 24 → Vote: Aug 2, 2025
Trade: Jul 24 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
Voted: Yes
John Boozman sold JPM ($1,001-$15,000) 9 days before voting 'Yes' on Confirmation: Catherine Hanson, of South Carolina, to be Chief Financial Officer, Environmental Prot
60
Stock Trade
MBB
sale $8K
Timing
7 days before vote
Trade: Feb 6 → Vote: Jan 30, 2026
Trade: Feb 6 → Vote: Jan 30, 2026
Vote
On the Amendment
Voted: No
Voted: No
John Boozman sold MBB ($1,001-$15,000) 7 days after voting 'No' on Sanders Amdt. No. 4290