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
MPWR
purchase $33K
Timing
1 day after vote
Trade: Jan 5 → Vote: Jan 6, 2026
Trade: Jan 5 → Vote: Jan 6, 2026
Vote
On the Nomination
Voted: Yes
Voted: Yes
Markwayne Mullin bought MPWR ($15,001-$50,000) 1 days before voting 'Yes' on Confirmation: Joshua Simmons, of Virginia, to be General Counsel of the Central Intelligence Agency
60
Stock Trade
GS
sale $33K
Timing
Same day
Trade: Feb 4 → Vote: Feb 4, 2026
Trade: Feb 4 → Vote: Feb 4, 2026
Vote
On the Cloture Motion
Voted: Yes
Voted: Yes
Markwayne Mullin sold GS ($15,001-$50,000) 0 days after voting 'Yes' on Motion to Invoke Cloture: Brian Charles Lea to be U.S. District Judge for the Western District of Te
60
Stock Trade
GIGB
sale $8K
Timing
4 days before vote
Trade: Aug 1 → Vote: Jul 28, 2025
Trade: Aug 1 → Vote: Jul 28, 2025
Vote
On the Nomination
Voted: Yes
Voted: Yes
John Boozman sold GIGB ($1,001-$15,000) 4 days after voting 'Yes' on Confirmation: David Wright, of South Carolina, to be a Member of the Nuclear Regulatory Commission
60
Stock Trade
AMD
purchase $8K
Timing
5 days before vote
Trade: Aug 7 → Vote: Aug 2, 2025
Trade: Aug 7 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
Voted: Yes
John Boozman bought AMD ($1,001-$15,000) 5 days after voting 'Yes' on Confirmation: Andrew Puzder, of Tennessee, to be Representative of the United States of America to t
60
Stock Trade
NFLX
purchase $8K
Timing
6 days before vote
Trade: Jul 21 → Vote: Jul 15, 2025
Trade: Jul 21 → Vote: Jul 15, 2025
Vote
On the Cloture Motion
Voted: No
Voted: No
Angus King bought NFLX ($1,001-$15,000) 6 days after voting 'No' on Motion to Invoke Cloture: Joseph Edlow to be Director of U.S. Citizenship and Immigration Services,
60
Stock Trade
MSFT
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 MSFT ($1,001-$15,000) 5 days after voting 'Yes' on Coons Amdt. No. 2856
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 Amendment
Voted: Yes
Voted: Yes
Angus King bought GOOGL ($1,001-$15,000) 4 days after voting 'Yes' on Merkley Amdt. No. 2863
60
Stock Trade
ZTS
purchase $75K
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 ZTS ($50,001-$100,000) 6 days before voting 'Yes' on Motion to Invoke Cloture: Charles Kushner to be Ambassador of the United States of America to the Fr
60
Stock Trade
LRN
purchase $33K
Timing
Same day
Trade: Jan 5 → Vote: Jan 5, 2026
Trade: Jan 5 → Vote: Jan 5, 2026
Vote
On the Nomination
Voted: Yes
Voted: Yes
Markwayne Mullin bought LRN ($15,001-$50,000) 0 days after voting 'Yes' on Confirmation: Keith Bass, of Texas, to be an Assistant Secretary of Defense
60
Stock Trade
MTZ
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 MTZ ($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
AZO
sale $75K
Timing
7 days after vote
Trade: Feb 25 → Vote: Mar 4, 2026
Trade: Feb 25 → Vote: Mar 4, 2026
Vote
On the Motion to Proceed
Voted: Yes
Voted: Yes
Markwayne Mullin sold AZO ($50,001-$100,000) 7 days before voting 'Yes' on Motion to Proceed to H.R. 6644
60
Stock Trade
AAPL
sale $8K
Timing
18 days before vote
Trade: Jul 18 → Vote: Jun 30, 2025
Trade: Jul 18 → Vote: Jun 30, 2025
Vote
On the Decision of the Chair
Voted: Yes
Voted: Yes
Shelley Moore Capito sold AAPL ($1,001-$15,000) 18 days after voting 'Yes' on Does the Decision of the Chair Stand as the judgment of the Senate that amdt. no. 2360 does not viol
60
Stock Trade
NVDA
purchase $8K
Timing
7 days before vote
Trade: May 13 → Vote: May 6, 2025
Trade: May 13 → Vote: May 6, 2025
Vote
On the Motion to Proceed
Voted: Yes
Voted: Yes
John Boozman bought NVDA ($1,001-$15,000) 7 days after voting 'Yes' on Motion to proceed to S.J. Res. 7
60
Stock Trade
DTE
sale $8K
Timing
6 days before vote
Trade: May 20 → Vote: May 14, 2025
Trade: May 20 → Vote: May 14, 2025
Vote
On the Cloture Motion
Voted: Yes
Voted: Yes
John Boozman sold DTE ($1,001-$15,000) 6 days after voting 'Yes' on Motion to Invoke Cloture: Michael Rigas to be Deputy Secretary of State for Management and Resources
60
Stock Trade
LPLA
purchase $33K
Timing
1 day after vote
Trade: May 13 → Vote: May 14, 2025
Trade: May 13 → Vote: May 14, 2025
Vote
On the Nomination
Voted: Yes
Voted: Yes
Markwayne Mullin bought LPLA ($15,001-$50,000) 1 days before voting 'Yes' on Confirmation: Katharine MacGregor, of Florida, to be Deputy Secretary of the Interior
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 Nomination
Voted: Yes
Voted: Yes
John Boozman sold TBLL ($15,001-$50,000) 0 days after voting 'Yes' on Confirmation: David Woll, of Virginia, to be General Counsel of the Department of Housing and Urban
60
Stock Trade
MPWR
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 MPWR ($15,001-$50,000) 2 days before voting 'No' on Motion to Proceed to S.J.Res. 86
60
Stock Trade
GS
sale $33K
Timing
Same day
Trade: Feb 4 → Vote: Feb 4, 2026
Trade: Feb 4 → Vote: Feb 4, 2026
Vote
On the Nomination
Voted: Yes
Voted: Yes
Markwayne Mullin sold GS ($15,001-$50,000) 0 days after voting 'Yes' on Confirmation: Megan Blair Benton, of Missouri, to be U.S. District Judge for the Western District of
60
Stock Trade
GIGB
sale $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 sold GIGB ($1,001-$15,000) 4 days after voting 'Yes' on Motion to Invoke Cloture: David Wright to be a Member of the Nuclear Regulatory Commission
60
Stock Trade
AMD
purchase $8K
Timing
5 days before vote
Trade: Aug 7 → Vote: Aug 2, 2025
Trade: Aug 7 → Vote: Aug 2, 2025
Vote
On the Cloture Motion
Voted: Yes
Voted: Yes
John Boozman bought AMD ($1,001-$15,000) 5 days after voting 'Yes' on Motion to Invoke Cloture: Andrew Puzder to be Representative of the United States of America to the
60
Stock Trade
NFLX
purchase $8K
Timing
6 days before vote
Trade: Jul 21 → Vote: Jul 15, 2025
Trade: Jul 21 → Vote: Jul 15, 2025
Vote
On the Nomination
Voted: No
Voted: No
Angus King bought NFLX ($1,001-$15,000) 6 days after voting 'No' on Confirmation: Anthony Tata, of Florida, to be Under Secretary of Defense for Personnel and Readiness
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: John Hurley to be Under Secretary for Terrorism and Financial Crimes
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 Amendment
Voted: Yes
Voted: Yes
Angus King bought GOOGL ($1,001-$15,000) 4 days after voting 'Yes' on Ossoff Amdt. No. 2896
60
Stock Trade
LRN
purchase $33K
Timing
1 day after vote
Trade: Jan 5 → Vote: Jan 6, 2026
Trade: Jan 5 → Vote: Jan 6, 2026
Vote
On the Nomination
Voted: Yes
Voted: Yes
Markwayne Mullin bought LRN ($15,001-$50,000) 1 days before voting 'Yes' on Confirmation: Sara Bailey, of Texas, to be Director of National Drug Control Policy
60
Stock Trade
MTZ
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 MTZ ($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