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STOCK TRADE ↔ VOTE CORRELATIONS
30,204
correlations
719
high-score
44.3
avg score

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 (74)
52 avg (43)
50.9 avg (4702)
48.5 avg (221)
48.2 avg (69)
47.1 avg (112)
47 avg (9249)
46.7 avg (3505)
Angus King I ME
45.6 avg (4257)
45.4 avg (100)

Most Correlated Tickers

UNH
45.7 avg (896 trades)
45.8 avg (748 trades)
46.2 avg (705 trades)
47 avg (689 trades)
JPM
47.9 avg (578 trades)
45.5 avg (556 trades)
XOM
42.7 avg (454 trades)
41.5 avg (413 trades)
GD
48.4 avg (404 trades)
MU
41.4 avg (387 trades)

Correlations (30204 found)

Angus King I ME
60
Stock Trade
XOM purchase $8K
Timing
5 days before vote
Trade: Jul 21 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought XOM ($1,001-$15,000) 5 days after voting 'Yes' on Baldwin Amdt. No. 2855
TRADED BEFORE VOTE XOM
Angus King I ME
60
Stock Trade
AMAT purchase $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Amendment
Voted: No
Angus King bought AMAT ($1,001-$15,000) 4 days after voting 'No' on Schmitt Admt. No. 2853
TRADED BEFORE VOTE AMAT
Angus King I ME
60
Stock Trade
JPM purchase $8K
Timing
21 days before vote
Trade: Jul 21 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: Yes
Angus King bought JPM ($1,001-$15,000) 21 days after voting 'Yes' on Reed Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TRADED BEFORE VOTE JPM
Stock Trade
UNH sale $33K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: No
Markwayne Mullin sold UNH ($15,001-$50,000) 0 days after voting 'No' on Scott (FL) Amdt. No. 3113, as modified
TIGHT TIMING UNH
Stock Trade
MSFT sale $8K
Timing
15 days before vote
Trade: Jun 18 → Vote: Jun 3, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito sold MSFT ($1,001-$15,000) 15 days after voting 'Yes' on Confirmation: Allison Hooker, of Georgia, to be an Under Secretary of State (Political Affairs)
TRADED BEFORE VOTE MSFT
Stock Trade
XOM sale $8K
Timing
6 days before vote
Trade: Jun 18 → Vote: Jun 12, 2025
Vote
On the Motion to Table
Voted: No
Shelley Moore Capito sold XOM ($1,001-$15,000) 6 days after voting 'No' on Motion to Table Amdt. No. 2310
TRADED BEFORE VOTE XOM
Stock Trade
JPM sale $8K
Timing
13 days after vote
Trade: Jul 18 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold JPM ($1,001-$15,000) 13 days before voting 'Yes' on Motion to Invoke Cloture: Cheryl Mason to be Inspector General, Department of Veterans Affairs
JPM
60
Stock Trade
GD sale $8K
Timing
6 days before vote
Trade: May 20 → Vote: May 14, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold GD ($1,001-$15,000) 6 days after voting 'Yes' on Confirmation: Michael Rigas, of Virginia, to be Deputy Secretary of State for Management and Resourc
TRADED BEFORE VOTE GD
Angus King I ME
60
Stock Trade
PWR purchase $8K
Timing
6 days before vote
Trade: Jul 21 → Vote: Jul 15, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought PWR ($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,
TRADED BEFORE VOTE PWR
Angus King I ME
60
Stock Trade
XOM purchase $8K
Timing
5 days before vote
Trade: Jul 21 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought XOM ($1,001-$15,000) 5 days after voting 'Yes' on Coons Amdt. No. 2856
TRADED BEFORE VOTE XOM
Angus King I ME
60
Stock Trade
AMAT purchase $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought AMAT ($1,001-$15,000) 4 days after voting 'Yes' on Merkley Amdt. No. 2863
TRADED BEFORE VOTE AMAT
Angus King I ME
60
Stock Trade
JPM purchase $8K
Timing
21 days before vote
Trade: Jul 21 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: Yes
Angus King bought JPM ($1,001-$15,000) 21 days after voting 'Yes' on Lujan Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TRADED BEFORE VOTE JPM
Stock Trade
UNH sale $33K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: No
Markwayne Mullin sold UNH ($15,001-$50,000) 0 days after voting 'No' on Kennedy Amdt. No. 3414
TIGHT TIMING UNH
Stock Trade
MSFT sale $8K
Timing
15 days before vote
Trade: Jun 18 → Vote: Jun 3, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold MSFT ($1,001-$15,000) 15 days after voting 'Yes' on Motion to Invoke Cloture: Allison Hooker to be an Under Secretary of State (Political Affairs)
TRADED BEFORE VOTE MSFT
Stock Trade
XOM sale $8K
Timing
6 days before vote
Trade: Jun 18 → Vote: Jun 12, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito sold XOM ($1,001-$15,000) 6 days after voting 'Yes' on Confirmation: William Long, of Missouri, to be Commissioner of Internal Revenue
TRADED BEFORE VOTE XOM
Stock Trade
AAPL sale $8K
Timing
13 days after vote
Trade: Jul 18 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold AAPL ($1,001-$15,000) 13 days before voting 'Yes' on Motion to Invoke Cloture: Cheryl Mason to be Inspector General, Department of Veterans Affairs
AAPL
60
Stock Trade
GD sale $8K
Timing
6 days before vote
Trade: May 20 → Vote: May 14, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold GD ($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
TRADED BEFORE VOTE GD
Angus King I ME
60
Stock Trade
PWR purchase $8K
Timing
6 days before vote
Trade: Jul 21 → Vote: Jul 15, 2025
Vote
On the Nomination
Voted: No
Angus King bought PWR ($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
TRADED BEFORE VOTE PWR
Angus King I ME
60
Stock Trade
XOM purchase $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Not Voting
Angus King bought XOM ($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
TRADED BEFORE VOTE XOM
Angus King I ME
60
Stock Trade
AMAT purchase $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought AMAT ($1,001-$15,000) 4 days after voting 'Yes' on Ossoff Amdt. No. 2896
TRADED BEFORE VOTE AMAT
Angus King I ME
60
Stock Trade
JPM purchase $8K
Timing
21 days before vote
Trade: Jul 21 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: Yes
Angus King bought JPM ($1,001-$15,000) 21 days after voting 'Yes' on Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TRADED BEFORE VOTE JPM
Stock Trade
UNH sale $33K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: No
Markwayne Mullin sold UNH ($15,001-$50,000) 0 days after voting 'No' on Duckworth Amdt. No. 3466
TIGHT TIMING UNH
Stock Trade
MA purchase $75K
Timing
7 days after vote
Trade: Dec 29 → Vote: Jan 5, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought MA ($50,001-$100,000) 7 days before voting 'Yes' on Confirmation: Keith Bass, of Texas, to be an Assistant Secretary of Defense
MA
Stock Trade
MSFT sale $8K
Timing
15 days before vote
Trade: Jun 18 → Vote: Jun 3, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito sold MSFT ($1,001-$15,000) 15 days after voting 'Yes' on Confirmation: Michael Duffey, of Virginia, to be Under Secretary of Defense for Acquisition and Sust
TRADED BEFORE VOTE MSFT
60
Stock Trade
GD sale $8K
Timing
6 days before vote
Trade: May 20 → Vote: May 14, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold GD ($1,001-$15,000) 6 days after voting 'Yes' on Confirmation: Katharine MacGregor, of Florida, to be Deputy Secretary of the Interior
TRADED BEFORE VOTE GD
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