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
LRN
purchase $33K
Timing
2 days after vote
Trade: Jan 5 → Vote: Jan 7, 2026
Trade: Jan 5 → Vote: Jan 7, 2026
Vote
On the Motion to Proceed
Voted: No
Voted: No
Markwayne Mullin bought LRN ($15,001-$50,000) 2 days before voting 'No' on Motion to Proceed to S.J.Res. 86
60
Stock Trade
JPM
sale $8K
Timing
17 days before vote
Trade: Jul 18 → Vote: Jul 1, 2025
Trade: Jul 18 → Vote: Jul 1, 2025
Vote
On the Motion
Voted: No
Voted: No
Shelley Moore Capito sold JPM ($1,001-$15,000) 17 days after voting 'No' on Bennet Motion to Commit H.R. 1 to the Committee on Finance with Instructions
60
Stock Trade
NVDA
purchase $8K
Timing
6 days before vote
Trade: May 13 → Vote: May 7, 2025
Trade: May 13 → Vote: May 7, 2025
Vote
On the Joint Resolution
Voted: Yes
Voted: Yes
John Boozman bought NVDA ($1,001-$15,000) 6 days after voting 'Yes' on S.J. Res. 13
60
Stock Trade
DTE
sale $8K
Timing
5 days before vote
Trade: May 20 → Vote: May 15, 2025
Trade: May 20 → Vote: May 15, 2025
Vote
On the Nomination
Voted: Yes
Voted: Yes
John Boozman sold DTE ($1,001-$15,000) 5 days after voting 'Yes' on Confirmation: Sean Donahue, of F.L., to be an Assistant Administrator of the Environmental Protectio
60
Stock Trade
TBLL
purchase $8K
Timing
7 days before vote
Trade: Jun 11 → Vote: Jun 4, 2025
Trade: Jun 11 → Vote: Jun 4, 2025
Vote
On the Nomination
Voted: Yes
Voted: Yes
John Boozman bought TBLL ($1,001-$15,000) 7 days after voting 'Yes' on Confirmation: Michelle Bowman, of Kansas, to be Vice Chairman for Supervision of the Board of Govern
60
Stock Trade
TBLL
sale $33K
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 TBLL ($15,001-$50,000) 0 days after voting 'Yes' on Collins Amdt. No. 3411, as amended
60
Stock Trade
GS
sale $33K
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 GS ($15,001-$50,000) 1 days before voting 'Yes' on Confirmation: Justin R. Olson, of Indiana, to be U.S. District Judge for the Southern District of In
60
Stock Trade
NFLX
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 NFLX ($1,001-$15,000) 5 days after voting 'Yes' on Booker Amdt. No. 2887
60
Stock Trade
MSFT
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 MSFT ($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
GOOGL
purchase $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Motion to Table
Voted: No
Voted: No
Angus King bought GOOGL ($1,001-$15,000) 4 days after voting 'No' on Motion to Table Amdt. No. 2893
60
Stock Trade
LRN
purchase $33K
Timing
3 days after vote
Trade: Jan 5 → Vote: Jan 8, 2026
Trade: Jan 5 → Vote: Jan 8, 2026
Vote
On the Nomination
Voted: Yes
Voted: Yes
Markwayne Mullin bought LRN ($15,001-$50,000) 3 days before voting 'Yes' on Confirmation: Alexander C. Van Hook, of Louisiana, to be U.S. District Judge for the Western Distric
60
Stock Trade
NVDA
purchase $8K
Timing
5 days before vote
Trade: May 13 → Vote: May 8, 2025
Trade: May 13 → Vote: May 8, 2025
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Voted: Yes
John Boozman bought NVDA ($1,001-$15,000) 5 days after voting 'Yes' on Motion to Invoke Cloture: Motion to proceed to S. 1582
60
Stock Trade
TBLL
purchase $8K
Timing
7 days before vote
Trade: Jun 11 → Vote: Jun 4, 2025
Trade: Jun 11 → Vote: Jun 4, 2025
Vote
On the Cloture Motion
Voted: Yes
Voted: Yes
John Boozman bought TBLL ($1,001-$15,000) 7 days after voting 'Yes' on Motion to Invoke Cloture: James O'Neill to be Deputy Secretary of Health and Human Services
60
Stock Trade
TBLL
sale $33K
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 TBLL ($15,001-$50,000) 0 days after voting 'No' on Johnson Amdt. No. 3428
60
Stock Trade
GS
sale $33K
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 GS ($15,001-$50,000) 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
60
Stock Trade
ADSK
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 ADSK ($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
NFLX
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 NFLX ($1,001-$15,000) 5 days after voting 'Yes' on Rosen Amdt. No. 2878
60
Stock Trade
MSFT
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 MSFT ($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
BAC
purchase $8K
Timing
21 days before vote
Trade: Jul 21 → Vote: Jun 30, 2025
Trade: Jul 21 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: Yes
Voted: Yes
Angus King bought BAC ($1,001-$15,000) 21 days after voting 'Yes' on Kaine Motion to Commit H.R. 1 to the Committee on Homeland Security and Governmental Affairs with In
60
Stock Trade
LRN
purchase $33K
Timing
3 days after vote
Trade: Jan 5 → Vote: Jan 8, 2026
Trade: Jan 5 → Vote: Jan 8, 2026
Vote
On the Motion to Discharge
Voted: No
Voted: No
Markwayne Mullin bought LRN ($15,001-$50,000) 3 days before voting 'No' on Motion to Discharge S.J.Res. 98
60
Stock Trade
NVDA
purchase $8K
Timing
5 days before vote
Trade: May 13 → Vote: May 8, 2025
Trade: May 13 → Vote: May 8, 2025
Vote
On the Joint Resolution
Voted: Yes
Voted: Yes
John Boozman bought NVDA ($1,001-$15,000) 5 days after voting 'Yes' on S.J. Res. 7
60
Stock Trade
TBLL
purchase $8K
Timing
7 days before vote
Trade: Jun 11 → Vote: Jun 4, 2025
Trade: Jun 11 → Vote: Jun 4, 2025
Vote
On the Cloture Motion
Voted: Yes
Voted: Yes
John Boozman bought TBLL ($1,001-$15,000) 7 days after voting 'Yes' on Motion to Invoke Cloture: Edward Walsh to be Ambassador of the United States of America to Ireland
60
Stock Trade
TBLL
sale $33K
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 TBLL ($15,001-$50,000) 0 days after voting 'No' on Scott (FL) Amdt. No. 3113, as modified
60
Stock Trade
GS
sale $33K
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 GS ($15,001-$50,000) 1 days before voting 'Yes' on Confirmation: Brian Charles Lea, of Tennessee, to be U.S. District Judge for the Western District of
60
Stock Trade
JMBS
purchase $8K
Timing
4 days before vote
Trade: Aug 1 → Vote: Jul 28, 2025
Trade: Aug 1 → Vote: Jul 28, 2025
Vote
On the Cloture Motion
Voted: Yes
Voted: Yes
John Boozman bought JMBS ($1,001-$15,000) 4 days after voting 'Yes' on Motion to Invoke Cloture: Earl Matthews to be General Counsel of the Department of Defense