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
LRCX
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 LRCX ($15,001-$50,000) 14 days after voting 'Yes' on Motion to Invoke Cloture: Warren Stephens to be Ambassador of the United States of America to the Un
55
Stock Trade
AMAT
purchase $33K
Timing
6 days after vote
Trade: May 13 → Vote: May 19, 2025
Trade: May 13 → Vote: May 19, 2025
Vote
On the Nomination
Voted: Yes
Voted: Yes
Markwayne Mullin bought AMAT ($15,001-$50,000) 6 days before voting 'Yes' on Confirmation: Charles Kushner, of New York, to be Ambassador of the United States of America to the
55
Stock Trade
TBLL
sale $33K
Timing
10 days before vote
Trade: Aug 1 → Vote: Jul 22, 2025
Trade: Aug 1 → Vote: Jul 22, 2025
Vote
On the Nomination
Voted: Yes
Voted: Yes
John Boozman sold TBLL ($15,001-$50,000) 10 days after voting 'Yes' on Confirmation: Joshua M. Divine, of Missouri, to be United States District Judge for the Eastern and
55
Stock Trade
IVV
sale $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 sold IVV ($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
IEI
purchase $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Nomination
Voted: Yes
Voted: Yes
John Boozman bought IEI ($1,001-$15,000) 0 days after voting 'Yes' on Confirmation: Brian Nesvik, of Wyoming, to be Director of the United States Fish and Wildlife Servic
55
Stock Trade
CAT
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 CAT ($1,001-$15,000) 0 days after voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 7148
55
Stock Trade
TMO
sale $8K
Timing
1 day after vote
Trade: Jul 21 → Vote: Jul 22, 2025
Trade: Jul 21 → Vote: Jul 22, 2025
Vote
On the Nomination
Voted: No
Voted: No
Angus King sold TMO ($1,001-$15,000) 1 days before voting 'No' on Confirmation: Terrance Cole, of Virginia, to be Administrator of Drug Enforcement
55
Stock Trade
BX
purchase $8K
Timing
2 days after vote
Trade: Jul 21 → Vote: Jul 23, 2025
Trade: Jul 21 → Vote: Jul 23, 2025
Vote
On the Nomination
Voted: No
Voted: No
Angus King bought BX ($1,001-$15,000) 2 days before voting 'No' on Confirmation: John Hurley, of California, to be Under Secretary for Terrorism and Financial Crimes
55
Stock Trade
IJR
sale $8K
Timing
Same day
Trade: May 6 → Vote: May 6, 2025
Trade: May 6 → Vote: May 6, 2025
Vote
On the Nomination
Voted: Yes
Voted: Yes
David H. McCormick sold IJR ($1,001-$15,000) 0 days after voting 'Yes' on Confirmation: Frank Bisignano, of New Jersey, to be Commissioner of Social Security Administration
55
Stock Trade
COP
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 COP ($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
CL
sale $8K
Timing
1 day after vote
Trade: Jul 31 → Vote: Aug 1, 2025
Trade: Jul 31 → Vote: Aug 1, 2025
Vote
On the Nomination
Voted: Yes
Voted: Yes
Shelley Moore Capito sold CL ($1,001-$15,000) 1 days before voting 'Yes' on Confirmation: David Woll, of Virginia, to be General Counsel of the Department of Housing and Urban
55
Stock Trade
PLD
purchase $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
Shelley Moore Capito bought PLD ($1,001-$15,000) 0 days after voting 'No' on Kennedy Amdt. No. 3414
55
Stock Trade
ADI
sale $8K
Timing
Same day
Trade: Feb 10 → Vote: Feb 10, 2026
Trade: Feb 10 → Vote: Feb 10, 2026
Vote
On the Motion to Proceed
Voted: No
Voted: No
Shelley Moore Capito sold ADI ($1,001-$15,000) 0 days after voting 'No' on Motion to Proceed to S. J. Res. 95
55
Stock Trade
VLO
sale $8K
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
John Boozman sold VLO ($1,001-$15,000) 0 days after voting 'Yes' on Confirmation: Reed Rubinstein, of Maryland, to be Legal Adviser of the Department of State
55
Stock Trade
LRCX
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: Yes
Voted: Yes
Markwayne Mullin bought LRCX ($15,001-$50,000) 14 days after voting 'Yes' on Confirmation: David Perdue, of Georgia, to be Ambassador of the United States of America to the Peop
55
Stock Trade
AMAT
purchase $33K
Timing
6 days after vote
Trade: May 13 → Vote: May 19, 2025
Trade: May 13 → Vote: May 19, 2025
Vote
On the Cloture Motion
Voted: Yes
Voted: Yes
Markwayne Mullin bought AMAT ($15,001-$50,000) 6 days before voting 'Yes' on Motion to Invoke Cloture: Charles Kushner to be Ambassador of the United States of America to the Fr
55
Stock Trade
TBLL
sale $33K
Timing
10 days before vote
Trade: Aug 1 → Vote: Jul 22, 2025
Trade: Aug 1 → Vote: Jul 22, 2025
Vote
On the Nomination
Voted: Yes
Voted: Yes
John Boozman sold TBLL ($15,001-$50,000) 10 days after voting 'Yes' on Confirmation: Terrance Cole, of Virginia, to be Administrator of Drug Enforcement
55
Stock Trade
IVV
sale $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 sold IVV ($1,001-$15,000) 1 days before voting 'Yes' on Confirmation: Catherine Hanson, of South Carolina, to be Chief Financial Officer, Environmental Prot
55
Stock Trade
IEI
purchase $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Nomination
Voted: Yes
Voted: Yes
John Boozman bought IEI ($1,001-$15,000) 0 days after voting 'Yes' on Confirmation: Casey Mulligan, of Illinois, to be Chief Counsel for Advocacy, Small Business Administ
55
Stock Trade
AAPL
purchase $8K
Timing
Same day
Trade: Jan 15 → Vote: Jan 15, 2026
Trade: Jan 15 → Vote: Jan 15, 2026
Vote
On Passage of the Bill
Voted: Yes
Voted: Yes
John Boozman bought AAPL ($1,001-$15,000) 0 days after voting 'Yes' on H.R. 6938
55
Stock Trade
CAT
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 CAT ($1,001-$15,000) 1 days before voting 'Yes' on H.R. 7148, as Amended
55
Stock Trade
TMO
sale $8K
Timing
1 day after vote
Trade: Jul 21 → Vote: Jul 22, 2025
Trade: Jul 21 → Vote: Jul 22, 2025
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Voted: Yes
Angus King sold TMO ($1,001-$15,000) 1 days before voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 3944
55
Stock Trade
BX
purchase $8K
Timing
2 days after vote
Trade: Jul 21 → Vote: Jul 23, 2025
Trade: Jul 21 → Vote: Jul 23, 2025
Vote
On the Nomination
Voted: No
Voted: No
Angus King bought BX ($1,001-$15,000) 2 days before voting 'No' on Confirmation: Arielle Roth, of the District of Columbia, to be Assistant Secretary of Communications
55
Stock Trade
IJR
sale $8K
Timing
Same day
Trade: May 6 → Vote: May 6, 2025
Trade: May 6 → Vote: May 6, 2025
Vote
On the Motion to Proceed
Voted: Yes
Voted: Yes
David H. McCormick sold IJR ($1,001-$15,000) 0 days after voting 'Yes' on Motion to proceed to S.J. Res. 13
55
Stock Trade
COP
purchase $33K
Timing
12 days before vote
Trade: May 13 → Vote: May 1, 2025
Trade: May 13 → Vote: May 1, 2025
Vote
On the Joint Resolution
Voted: Yes
Voted: Yes
Markwayne Mullin bought COP ($15,001-$50,000) 12 days after voting 'Yes' on S.J.Res. 31