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
50.9 avg
49.8 avg
48.5 avg
47.1 avg
47 avg
46.7 avg
45.6 avg
45.4 avg
45.3 avg
55
Stock Trade
AMAT
purchase $33K
Timing
14 days before vote
Trade: May 13 → Vote: Apr 29, 2025
Trade: May 13 → Vote: Apr 29, 2025
Vote
On the Nomination
Voted: Not Voting
Voted: Not Voting
Markwayne Mullin bought AMAT ($15,001-$50,000) 14 days after voting 'Not Voting' on Confirmation: Tilman Fertitta, of Texas, to be Ambassador of the United States of America to the Ita
55
Stock Trade
APG
purchase $33K
Timing
6 days after vote
Trade: Feb 4 → Vote: Feb 10, 2026
Trade: Feb 4 → Vote: Feb 10, 2026
Vote
On the Motion to Proceed
Voted: No
Voted: No
Markwayne Mullin bought APG ($15,001-$50,000) 6 days before voting 'No' on Motion to Proceed to S. J. Res. 95
55
Stock Trade
EMLP
sale $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: Yes
Voted: Yes
John Boozman sold EMLP ($1,001-$15,000) 0 days after voting 'Yes' on Collins Amdt. No. 3411, as amended
55
Stock Trade
MBB
purchase $8K
Timing
1 day after vote
Trade: Aug 1 → Vote: Aug 2, 2025
Trade: Aug 1 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
Voted: Yes
John Boozman bought MBB ($1,001-$15,000) 1 days before voting 'Yes' on Confirmation: Jason Reding Quinones, of Florida, to be United States Attorney for the Southern Distr
55
Stock Trade
TLT
purchase $8K
Timing
1 day after vote
Trade: Aug 1 → Vote: Aug 2, 2025
Trade: Aug 1 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
Voted: Yes
John Boozman bought TLT ($1,001-$15,000) 1 days before voting 'Yes' on Confirmation: Sean Cairncross, of Minnesota, to be National Cyber Director
55
Stock Trade
ETN
purchase $8K
Timing
Same day
Trade: Jan 29 → Vote: Jan 29, 2026
Trade: Jan 29 → Vote: Jan 29, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Voted: Yes
John Boozman bought ETN ($1,001-$15,000) 0 days after voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 7148
55
Stock Trade
UBER
purchase $8K
Timing
1 day after vote
Trade: Jul 21 → Vote: Jul 22, 2025
Trade: Jul 21 → Vote: Jul 22, 2025
Vote
On the Motion to Proceed
Voted: No
Voted: No
Angus King bought UBER ($1,001-$15,000) 1 days before voting 'No' on Motion to Proceed to Executive Session to consider Emil J. Bove III
55
Stock Trade
MRVL
purchase $8K
Timing
2 days after vote
Trade: Jul 21 → Vote: Jul 23, 2025
Trade: Jul 21 → Vote: Jul 23, 2025
Vote
On the Motion to Proceed
Voted: Yes
Voted: Yes
Angus King bought MRVL ($1,001-$15,000) 2 days before voting 'Yes' on Motion to Proceed to H.R. 3944
55
Stock Trade
DUK
Purchase
Timing
1 day before vote
Trade: Sep 11 → Vote: Sep 10, 2025
Trade: Sep 11 → Vote: Sep 10, 2025
Vote
On Agreeing to the Amendment
Voted: Yes
Voted: Yes
Hon. Marjorie Taylor Greene sold DUK 1 days after voting 'Yes' on On Agreeing to the Amendment
55
Stock Trade
ABT
Purchase
Timing
1 day before vote
Trade: Mar 4 → Vote: Mar 3, 2025
Trade: Mar 4 → Vote: Mar 3, 2025
Vote
On Motion to Suspend the Rules and Pass
Voted: Yes
Voted: Yes
Hon. Bruce Westerman sold ABT 1 days after voting 'Yes' on On Motion to Suspend the Rules and Pass
55
Stock Trade
GOOGL
purchase $8K
Timing
3 days after vote
Trade: Jul 29 → Vote: Aug 1, 2025
Trade: Jul 29 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: Yes
Voted: Yes
Shelley Moore Capito bought GOOGL ($1,001-$15,000) 3 days before voting 'Yes' on Mullin Amdt. No. 3412
55
Stock Trade
AVGO
purchase $8K
Timing
1 day after vote
Trade: Feb 9 → Vote: Feb 10, 2026
Trade: Feb 9 → Vote: Feb 10, 2026
Vote
On the Motion to Proceed
Voted: No
Voted: No
Shelley Moore Capito bought AVGO ($1,001-$15,000) 1 days before voting 'No' on Motion to Proceed to S. J. Res. 95
55
Stock Trade
MU
sale $8K
Timing
Same day
Trade: Jul 1 → Vote: Jul 1, 2025
Trade: Jul 1 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: No
Voted: No
John Boozman sold MU ($1,001-$15,000) 0 days after voting 'No' on Sanders Amdt. No. 2435
55
Stock Trade
MDLZ
sale $8K
Timing
2 days after vote
Trade: Jul 31 → Vote: Aug 2, 2025
Trade: Jul 31 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
Voted: Yes
John Boozman sold MDLZ ($1,001-$15,000) 2 days before voting 'Yes' on Confirmation: Brian Burch, of Illinois, to be Ambassador of the United States of America to the Holy
55
Stock Trade
TXN
purchase $33K
Timing
12 days before vote
Trade: May 13 → Vote: May 1, 2025
Trade: May 13 → Vote: May 1, 2025
Vote
On the Cloture Motion
Voted: Yes
Voted: Yes
Markwayne Mullin bought TXN ($15,001-$50,000) 12 days after voting 'Yes' on Motion to Invoke Cloture: Frank Bisignano to be Commissioner of the Social Security Administration
55
Stock Trade
GE
purchase $8K
Timing
1 day after vote
Trade: Jul 31 → Vote: Aug 1, 2025
Trade: Jul 31 → Vote: Aug 1, 2025
Vote
On the Cloture Motion
Voted: Yes
Voted: Yes
John Boozman bought GE ($1,001-$15,000) 1 days before voting 'Yes' on Motion to Invoke Cloture: Luigi Rinaldi to be Ambassador Extraordinary and Plenipotentiary of the Un
55
Stock Trade
AMAT
purchase $33K
Timing
14 days before vote
Trade: May 13 → Vote: Apr 29, 2025
Trade: May 13 → Vote: Apr 29, 2025
Vote
On the Cloture Motion
Voted: Yes
Voted: Yes
Markwayne Mullin bought AMAT ($15,001-$50,000) 14 days after voting 'Yes' on Motion to Invoke Cloture: Tilman Fertitta to be Ambassador of the United States of America to the It
55
Stock Trade
APG
purchase $33K
Timing
6 days after vote
Trade: Feb 4 → Vote: Feb 10, 2026
Trade: Feb 4 → Vote: Feb 10, 2026
Vote
On the Nomination
Voted: Yes
Voted: Yes
Markwayne Mullin bought APG ($15,001-$50,000) 6 days before voting 'Yes' on Confirmation: Daniel E. Burrows, of Colorado, to be an Assistant Attorney General
55
Stock Trade
EMLP
sale $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: No
Voted: No
John Boozman sold EMLP ($1,001-$15,000) 0 days after voting 'No' on Johnson Amdt. No. 3428
55
Stock Trade
MBB
purchase $8K
Timing
1 day after vote
Trade: Aug 1 → Vote: Aug 2, 2025
Trade: Aug 1 → Vote: Aug 2, 2025
Vote
On the Cloture Motion
Voted: Yes
Voted: Yes
John Boozman bought MBB ($1,001-$15,000) 1 days before voting 'Yes' on Motion to Invoke Cloture: Jason Reding Quinones to be United States Attorney for the Southern Distri
55
Stock Trade
TLT
purchase $8K
Timing
1 day after vote
Trade: Aug 1 → Vote: Aug 2, 2025
Trade: Aug 1 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
Voted: Yes
John Boozman bought TLT ($1,001-$15,000) 1 days before voting 'Yes' on Confirmation: John Arrigo, of Florida, to be Ambassador of the United States of America to the Portu
55
Stock Trade
ETN
purchase $8K
Timing
1 day after vote
Trade: Jan 29 → Vote: Jan 30, 2026
Trade: Jan 29 → Vote: Jan 30, 2026
Vote
On Passage of the Bill
Voted: Yes
Voted: Yes
John Boozman bought ETN ($1,001-$15,000) 1 days before voting 'Yes' on H.R. 7148, as Amended
55
Stock Trade
JPM
purchase $8K
Timing
Same day
Trade: Jul 21 → Vote: Jul 21, 2025
Trade: Jul 21 → Vote: Jul 21, 2025
Vote
On the Cloture Motion
Voted: No
Voted: No
Angus King bought JPM ($1,001-$15,000) 0 days after voting 'No' on Motion to Invoke Cloture: Terrance Cole to be Administrator of Drug Enforcement
55
Stock Trade
UBER
purchase $8K
Timing
2 days after vote
Trade: Jul 21 → Vote: Jul 23, 2025
Trade: Jul 21 → Vote: Jul 23, 2025
Vote
On the Cloture Motion
Voted: No
Voted: No
Angus King bought UBER ($1,001-$15,000) 2 days before voting 'No' on Motion to Invoke Cloture: Matthew Lohmeier to be Under Secretary of the Air Force
55
Stock Trade
MRVL
purchase $8K
Timing
3 days after vote
Trade: Jul 21 → Vote: Jul 24, 2025
Trade: Jul 21 → Vote: Jul 24, 2025
Vote
On the Cloture Motion
Voted: No
Voted: No
Angus King bought MRVL ($1,001-$15,000) 3 days before voting 'No' on Motion to Invoke Cloture: Emil J. Bove III to be U.S. Circuit Judge for the Third Circuit