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
35
Stock Trade
LRN
purchase $33K
Timing
27 days before vote
Trade: Feb 4 → Vote: Jan 8, 2026
Trade: Feb 4 → Vote: Jan 8, 2026
Vote
On the Motion to Discharge
Voted: No
Voted: No
Markwayne Mullin bought LRN ($15,001-$50,000) 27 days after voting 'No' on Motion to Discharge S.J.Res. 98
35
Stock Trade
MTDR
sale $33K
Timing
23 days before vote
Trade: Jan 9 → Vote: Dec 17, 2025
Trade: Jan 9 → Vote: Dec 17, 2025
Vote
On Motion to Recommit
Voted: Yes
Voted: Yes
Gilbert Cisneros sold MTDR ($15,001-$50,000) 23 days after voting 'Yes' on On Motion to Recommit
35
Stock Trade
LRCX
sale $33K
Timing
30 days before vote
Trade: Aug 28 → Vote: Jul 29, 2025
Trade: Aug 28 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: No
Voted: No
Sheldon Whitehouse sold LRCX ($15,001-$50,000) 30 days after voting 'No' on Confirmation: Earl Matthews, of Virginia, to be General Counsel of the Department of Defense
35
Stock Trade
LRN
purchase $33K
Timing
23 days before vote
Trade: Feb 4 → Vote: Jan 12, 2026
Trade: Feb 4 → Vote: Jan 12, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Voted: Yes
Markwayne Mullin bought LRN ($15,001-$50,000) 23 days after voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 6938
35
Stock Trade
MTDR
sale $33K
Timing
22 days before vote
Trade: Jan 9 → Vote: Dec 18, 2025
Trade: Jan 9 → Vote: Dec 18, 2025
Vote
On Passage
Voted: No
Voted: No
Gilbert Cisneros sold MTDR ($15,001-$50,000) 22 days after voting 'No' on On Passage
35
Stock Trade
LRCX
sale $33K
Timing
29 days before vote
Trade: Aug 28 → Vote: Jul 30, 2025
Trade: Aug 28 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: No
Voted: No
Sheldon Whitehouse sold LRCX ($15,001-$50,000) 29 days after voting 'No' on Motion to Invoke Cloture: Matthew Kozma to be Under Secretary for Intelligence and Analysis, Departm
35
Stock Trade
COP
purchase $33K
Timing
20 days after vote
Trade: May 13 → Vote: Jun 2, 2025
Trade: May 13 → Vote: Jun 2, 2025
Vote
On the Cloture Motion
Voted: Yes
Voted: Yes
Markwayne Mullin bought COP ($15,001-$50,000) 20 days before voting 'Yes' on Motion to Invoke Cloture: Michael Duffey to be Under Secretary of Defense for Acquisition and Sustai
35
Stock Trade
LRN
purchase $33K
Timing
22 days before vote
Trade: Feb 4 → Vote: Jan 13, 2026
Trade: Feb 4 → Vote: Jan 13, 2026
Vote
On the Motion to Proceed
Voted: No
Voted: No
Markwayne Mullin bought LRN ($15,001-$50,000) 22 days after voting 'No' on Motion to Proceed to S.J. Res. 84
35
Stock Trade
MTDR
sale $33K
Timing
22 days before vote
Trade: Jan 9 → Vote: Dec 18, 2025
Trade: Jan 9 → Vote: Dec 18, 2025
Vote
On Motion to Recommit
Voted: Yes
Voted: Yes
Gilbert Cisneros sold MTDR ($15,001-$50,000) 22 days after voting 'Yes' on On Motion to Recommit
35
Stock Trade
LRCX
sale $33K
Timing
29 days before vote
Trade: Aug 28 → Vote: Jul 30, 2025
Trade: Aug 28 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: No
Voted: No
Sheldon Whitehouse sold LRCX ($15,001-$50,000) 29 days after voting 'No' on Motion to Invoke Cloture: Gadyaces Serralta to be Director of the United States Marshals Service
35
Stock Trade
COP
purchase $33K
Timing
21 days after vote
Trade: May 13 → Vote: Jun 3, 2025
Trade: May 13 → Vote: Jun 3, 2025
Vote
On the Nomination
Voted: Yes
Voted: Yes
Markwayne Mullin bought COP ($15,001-$50,000) 21 days before voting 'Yes' on Confirmation: Dale Marks, of Florida, to be an Assistant Secretary of Defense
35
Stock Trade
MTDR
sale $33K
Timing
22 days before vote
Trade: Jan 9 → Vote: Dec 18, 2025
Trade: Jan 9 → Vote: Dec 18, 2025
Vote
On Passage
Voted: No
Voted: No
Gilbert Cisneros sold MTDR ($15,001-$50,000) 22 days after voting 'No' on On Passage
35
Stock Trade
XTWO
purchase $33K
Timing
18 days after vote
Trade: Feb 6 → Vote: Feb 24, 2026
Trade: Feb 6 → Vote: Feb 24, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Voted: Yes
John Boozman bought XTWO ($15,001-$50,000) 18 days before voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 7147
35
Stock Trade
LRCX
sale $33K
Timing
29 days before vote
Trade: Aug 28 → Vote: Jul 30, 2025
Trade: Aug 28 → Vote: Jul 30, 2025
Vote
On the Motion to Discharge
Voted: No
Voted: No
Sheldon Whitehouse sold LRCX ($15,001-$50,000) 29 days after voting 'No' on Motion to Discharge S. J. Res. 34
35
Stock Trade
COP
purchase $33K
Timing
21 days after vote
Trade: May 13 → Vote: Jun 3, 2025
Trade: May 13 → Vote: Jun 3, 2025
Vote
On the Cloture Motion
Voted: Yes
Voted: Yes
Markwayne Mullin bought COP ($15,001-$50,000) 21 days before voting 'Yes' on Motion to Invoke Cloture: Dale Marks to be an Assistant Secretary of Defense
35
Stock Trade
MTDR
sale $33K
Timing
22 days before vote
Trade: Jan 9 → Vote: Dec 18, 2025
Trade: Jan 9 → Vote: Dec 18, 2025
Vote
On Motion to Recommit
Voted: Yes
Voted: Yes
Gilbert Cisneros sold MTDR ($15,001-$50,000) 22 days after voting 'Yes' on On Motion to Recommit
35
Stock Trade
XTWO
purchase $33K
Timing
19 days after vote
Trade: Feb 6 → Vote: Feb 25, 2026
Trade: Feb 6 → Vote: Feb 25, 2026
Vote
On the Nomination
Voted: Yes
Voted: Yes
John Boozman bought XTWO ($15,001-$50,000) 19 days before voting 'Yes' on Confirmation: John DeLeeuw, of Texas, to be a Member of the National Transportation Safety Board
35
Stock Trade
LRCX
sale $33K
Timing
29 days before vote
Trade: Aug 28 → Vote: Jul 30, 2025
Trade: Aug 28 → Vote: Jul 30, 2025
Vote
On the Motion to Discharge
Voted: Yes
Voted: Yes
Sheldon Whitehouse sold LRCX ($15,001-$50,000) 29 days after voting 'Yes' on Motion to Discharge S. J. Res. 41
35
Stock Trade
AMAT
purchase $33K
Timing
15 days after vote
Trade: Dec 29 → Vote: Jan 13, 2026
Trade: Dec 29 → Vote: Jan 13, 2026
Vote
On the Motion to Proceed
Voted: No
Voted: No
Markwayne Mullin bought AMAT ($15,001-$50,000) 15 days before voting 'No' on Motion to Proceed to S.J. Res. 84
35
Stock Trade
COP
purchase $33K
Timing
21 days after vote
Trade: May 13 → Vote: Jun 3, 2025
Trade: May 13 → Vote: Jun 3, 2025
Vote
On the Nomination
Voted: Yes
Voted: Yes
Markwayne Mullin bought COP ($15,001-$50,000) 21 days before voting 'Yes' on Confirmation: Allison Hooker, of Georgia, to be an Under Secretary of State (Political Affairs)
35
Stock Trade
MTDR
sale $33K
Timing
22 days before vote
Trade: Jan 9 → Vote: Dec 18, 2025
Trade: Jan 9 → Vote: Dec 18, 2025
Vote
On Passage
Voted: No
Voted: No
Gilbert Cisneros sold MTDR ($15,001-$50,000) 22 days after voting 'No' on On Passage
35
Stock Trade
XTWO
purchase $33K
Timing
19 days after vote
Trade: Feb 6 → Vote: Feb 25, 2026
Trade: Feb 6 → Vote: Feb 25, 2026
Vote
On the Cloture Motion
Voted: Yes
Voted: Yes
John Boozman bought XTWO ($15,001-$50,000) 19 days before voting 'Yes' on Motion to Invoke Cloture: John DeLeeuw to be a Member of the National Transportation Safety Board
35
Stock Trade
PLTR
sale $33K
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
Jonathan Jackson sold PLTR ($15,001-$50,000) 30 days after voting 'No' on On Passage
35
Stock Trade
LRCX
sale $33K
Timing
29 days before vote
Trade: Aug 28 → Vote: Jul 30, 2025
Trade: Aug 28 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: No
Voted: No
Sheldon Whitehouse sold LRCX ($15,001-$50,000) 29 days after voting 'No' on Motion to Invoke Cloture: Tyler Clarkson to be General Counsel of the Department of Agriculture
35
Stock Trade
AMAT
purchase $33K
Timing
16 days after vote
Trade: Dec 29 → Vote: Jan 14, 2026
Trade: Dec 29 → Vote: Jan 14, 2026
Vote
On the Point of Order
Voted: Yes
Voted: Yes
Markwayne Mullin bought AMAT ($15,001-$50,000) 16 days before voting 'Yes' on Is the Point of Order Well Taken Re: To the Privilege Status of S.J. Res. 98