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.
30,490
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: Tilman Fertitta to be Ambassador of the United States of America to the It
55
Stock Trade
TBLL
sale $33K
Timing
11 days before vote
Trade: Aug 1 → Vote: Jul 21, 2025
Trade: Aug 1 → Vote: Jul 21, 2025
Vote
On the Cloture Motion
Voted: Yes
Voted: Yes
John Boozman sold TBLL ($15,001-$50,000) 11 days after voting 'Yes' on Motion to Invoke Cloture: Terrance Cole to be Administrator of Drug Enforcement
55
Stock Trade
IVV
sale $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On Passage of the Bill
Voted: Yes
Voted: Yes
John Boozman sold IVV ($1,001-$15,000) 0 days after voting 'Yes' on H. R. 3944, as amended
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 Amendment
Voted: No
Voted: No
John Boozman bought IEI ($1,001-$15,000) 0 days after voting 'No' on Van Hollen Amdt. No. 3115
55
Stock Trade
RNWGX
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 RNWGX ($1,001-$15,000) 1 days before voting 'Yes' on Motion to Invoke Cloture: Andrew Puzder to be Representative of the United States of America to the
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: Yes
Voted: Yes
Angus King sold TMO ($1,001-$15,000) 1 days before voting 'Yes' on Confirmation: Bradley Hansell, of Virginia, to be Under Secretary of Defense for Intelligence and Se
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: Aaron Szabo, of Virginia, to be an Assistant Administrator of the Environmental Protec
55
Stock Trade
AMD
purchase $8K
Timing
3 days after vote
Trade: Jul 21 → Vote: Jul 24, 2025
Trade: Jul 21 → Vote: Jul 24, 2025
Vote
On the Nomination
Voted: No
Voted: No
Angus King bought AMD ($1,001-$15,000) 3 days before voting 'No' on Confirmation: Richard Topping, of Ohio, to be Chief Financial Officer, Department of Veterans Affair
55
Stock Trade
LRCX
sale $33K
Timing
5 days after vote
Trade: Aug 28 → Vote: Sep 2, 2025
Trade: Aug 28 → Vote: Sep 2, 2025
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Voted: Yes
Sheldon Whitehouse sold LRCX ($15,001-$50,000) 5 days before voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to S. 2296
55
Stock Trade
COP
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 COP ($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
AIT
sale $8K
Timing
1 day after vote
Trade: Feb 4 → Vote: Feb 5, 2026
Trade: Feb 4 → Vote: Feb 5, 2026
Vote
On the Cloture Motion
Voted: Yes
Voted: Yes
Markwayne Mullin sold AIT ($1,001-$15,000) 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
55
Stock Trade
CL
sale $8K
Timing
Same day
Trade: Jul 31 → Vote: Jul 31, 2025
Trade: Jul 31 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
Voted: Yes
Shelley Moore Capito sold CL ($1,001-$15,000) 0 days after voting 'Yes' on Confirmation: Gadyaces Serralta, of Florida, to be Director of the United States Marshals Service
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: Yes
Voted: Yes
Shelley Moore Capito bought PLD ($1,001-$15,000) 0 days after voting 'Yes' on Mullin Amdt. No. 3412
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: James Danly, of Tennessee, to be Deputy Secretary of Energy
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: Thomas Barrack, of Colorado, to be Ambassador of the United States of America to the R
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: Bradley Hansell, of Virginia, to be Under Secretary of Defense for Intelligence and Se
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: Marcus Molinaro, of New York, to be Federal Transit Administrator
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 Amendment
Voted: No
Voted: No
John Boozman bought IEI ($1,001-$15,000) 0 days after voting 'No' on Murphy Amdt. No. 3447
55
Stock Trade
AGZ
sale $8K
Timing
3 days after vote
Trade: Feb 6 → Vote: Feb 9, 2026
Trade: Feb 6 → Vote: Feb 9, 2026
Vote
On the Cloture Motion
Voted: Yes
Voted: Yes
John Boozman sold AGZ ($1,001-$15,000) 3 days before voting 'Yes' on Motion to Invoke Cloture: Daniel E. Burrows to be an Assistant Attorney General
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: Aaron Lukas, of Arkansas, to be Principal Deputy Director of National Intelligence
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 Cloture Motion
Voted: No
Voted: No
Angus King bought BX ($1,001-$15,000) 2 days before voting 'No' on Motion to Invoke Cloture: Aaron Szabo to be an Assistant Administrator of the Environmental Protecti
55
Stock Trade
AMD
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 AMD ($1,001-$15,000) 3 days before voting 'No' on Motion to Invoke Cloture: Richard Topping to be Chief Financial Officer, Department of Veterans Affa
55
Stock Trade
COP
purchase $33K
Timing
13 days before vote
Trade: May 13 → Vote: Apr 30, 2025
Trade: May 13 → Vote: Apr 30, 2025
Vote
On the Motion to Proceed
Voted: Yes
Voted: Yes
Markwayne Mullin bought COP ($15,001-$50,000) 13 days after voting 'Yes' on Motion to Proceed to S.J.Res. 31
55
Stock Trade
ADBE
purchase $33K
Timing
7 days after vote
Trade: Jan 5 → Vote: Jan 12, 2026
Trade: Jan 5 → Vote: Jan 12, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Voted: Yes
Markwayne Mullin bought ADBE ($15,001-$50,000) 7 days before voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 6938
55
Stock Trade
AIT
sale $8K
Timing
1 day after vote
Trade: Feb 4 → Vote: Feb 5, 2026
Trade: Feb 4 → Vote: Feb 5, 2026
Vote
On the Nomination
Voted: Yes
Voted: Yes
Markwayne Mullin sold AIT ($1,001-$15,000) 1 days before voting 'Yes' on Confirmation: Brian Charles Lea, of Tennessee, to be U.S. District Judge for the Western District of