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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
NFLX sale $8K
Timing
4 days before vote
Trade: Feb 13 → Vote: Feb 9, 2026
Vote
On the Cloture Motion
Voted: No
Angus King sold NFLX ($1,001-$15,000) 4 days after voting 'No' on Motion to Invoke Cloture: Daniel E. Burrows to be an Assistant Attorney General
TRADED BEFORE VOTE NFLX
Angus King I ME
60
Stock Trade
JPM purchase $8K
Timing
7 days before vote
Trade: Jul 21 → Vote: Jul 14, 2025
Vote
On the Nomination
Voted: No
Angus King bought JPM ($1,001-$15,000) 7 days after voting 'No' on Confirmation: Whitney D. Hermandorfer, of Tennessee, to be United States Circuit Judge for the Sixth
TRADED BEFORE VOTE JPM
Angus King I ME
60
Stock Trade
UBER purchase $8K
Timing
5 days before vote
Trade: Jul 21 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought UBER ($1,001-$15,000) 5 days after voting 'Yes' on Schiff Amdt. No. 2862
TRADED BEFORE VOTE UBER
Angus King I ME
60
Stock Trade
BAC purchase $8K
Timing
12 days after vote
Trade: Jul 21 → Vote: Aug 2, 2025
Vote
On the Cloture Motion
Voted: Yes
Angus King bought BAC ($1,001-$15,000) 12 days before voting 'Yes' on Motion to Invoke Cloture: Luke Lindberg to be Under Secretary of Agriculture for Trade and Foreign A
BAC
Angus King I ME
60
Stock Trade
MRVL purchase $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought MRVL ($1,001-$15,000) 4 days after voting 'No' on Motion to Invoke Cloture: Joshua M. Divine to be U.S. District Judge for the Eastern and Western Dis
TRADED BEFORE VOTE MRVL
60
Stock Trade
VST Purchase $175K
Timing
30 days before vote
Trade: Jan 16 → Vote: Dec 17, 2025
Vote
On Agreeing to the Resolution
Voted: Yes
Hon. Nancy Pelosi sold VST ($100,001-$250,000) 30 days after voting 'Yes' on On Agreeing to the Resolution
TRADED BEFORE VOTE VST
Stock Trade
AMAT purchase $33K
Timing
Same day
Trade: May 13 → Vote: May 13, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought AMAT ($15,001-$50,000) 0 days after voting 'Yes' on Confirmation: Reed Rubinstein, of Maryland, to be Legal Adviser of the Department of State
TIGHT TIMING AMAT
Stock Trade
AMKR purchase $33K
Timing
Same day
Trade: Feb 4 → Vote: Feb 4, 2026
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought AMKR ($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
TIGHT TIMING AMKR
60
Stock Trade
ATO purchase $8K
Timing
6 days before vote
Trade: May 20 → Vote: May 14, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought ATO ($1,001-$15,000) 6 days after voting 'Yes' on Motion to Invoke Cloture: Emil Michael to be Under Secretary of Defense for Research and Engineering
TRADED BEFORE VOTE ATO
60
Stock Trade
JPM sale $8K
Timing
9 days after vote
Trade: Jul 24 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold JPM ($1,001-$15,000) 9 days before voting 'Yes' on Confirmation: Luke Lindberg, of South Dakota, to be Under Secretary of Agriculture for Trade and For
JPM
60
Stock Trade
MBB sale $8K
Timing
7 days before vote
Trade: Feb 6 → Vote: Jan 30, 2026
Vote
On the Motion to Table
Voted: Yes
John Boozman sold MBB ($1,001-$15,000) 7 days after voting 'Yes' on Motion to Table Lee Amdt. No. 4286
TRADED BEFORE VOTE MBB
60
Stock Trade
XTWO purchase $33K
Timing
3 days after vote
Trade: Feb 6 → Vote: Feb 9, 2026
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought XTWO ($15,001-$50,000) 3 days before voting 'Yes' on Motion to Invoke Cloture: Daniel E. Burrows to be an Assistant Attorney General
TIGHT TIMING XTWO
Angus King I ME
60
Stock Trade
JPM purchase $8K
Timing
6 days before vote
Trade: Jul 21 → Vote: Jul 15, 2025
Vote
On the Nomination
Voted: No
Angus King bought JPM ($1,001-$15,000) 6 days after voting 'No' on Confirmation: Joseph Edlow, of Maryland, to be Director of U.S. Citizenship and Immigration Services
TRADED BEFORE VOTE JPM
Angus King I ME
60
Stock Trade
UBER purchase $8K
Timing
5 days before vote
Trade: Jul 21 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought UBER ($1,001-$15,000) 5 days after voting 'Yes' on Baldwin Amdt. No. 2855
TRADED BEFORE VOTE UBER
Angus King I ME
60
Stock Trade
MRVL purchase $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Amendment
Voted: No
Angus King bought MRVL ($1,001-$15,000) 4 days after voting 'No' on Schmitt Admt. No. 2853
TRADED BEFORE VOTE MRVL
Ron Wyden D OR
60
Stock Trade
PFE sale $8K
Timing
14 days after vote
Trade: Jun 3 → Vote: Jun 17, 2025
Vote
On the Nomination
Voted: No
Ron Wyden sold PFE ($1,001-$15,000) 14 days before voting 'No' on Confirmation: Gary Andres, of Virginia, to be an Assistant Secretary of Health and Human Services
PFE
Stock Trade
AMAT purchase $33K
Timing
1 day after vote
Trade: May 13 → Vote: May 14, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought AMAT ($15,001-$50,000) 1 days before voting 'Yes' on Motion to Invoke Cloture: Sean Donahue to be an Assistant Administrator of the Environmental Protect
TIGHT TIMING AMAT
Stock Trade
AMKR purchase $33K
Timing
Same day
Trade: Feb 4 → Vote: Feb 4, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought AMKR ($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
TIGHT TIMING AMKR
60
Stock Trade
ATO purchase $8K
Timing
6 days before vote
Trade: May 20 → Vote: May 14, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought ATO ($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 ATO
60
Stock Trade
JPM sale $8K
Timing
9 days after vote
Trade: Jul 24 → Vote: Aug 2, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold JPM ($1,001-$15,000) 9 days before voting 'Yes' on Motion to Invoke Cloture: Luke Lindberg to be Under Secretary of Agriculture for Trade and Foreign A
JPM
60
Stock Trade
MBB sale $8K
Timing
7 days before vote
Trade: Feb 6 → Vote: Jan 30, 2026
Vote
On the Motion to Table
Voted: Yes
John Boozman sold MBB ($1,001-$15,000) 7 days after voting 'Yes' on Motion to Table Lee Amdt. No. 4234
TRADED BEFORE VOTE MBB
Angus King I ME
60
Stock Trade
JPM purchase $8K
Timing
6 days before vote
Trade: Jul 21 → Vote: Jul 15, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought JPM ($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 JPM
Angus King I ME
60
Stock Trade
UBER purchase $8K
Timing
5 days before vote
Trade: Jul 21 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought UBER ($1,001-$15,000) 5 days after voting 'Yes' on Coons Amdt. No. 2856
TRADED BEFORE VOTE UBER
Angus King I ME
60
Stock Trade
MRVL purchase $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought MRVL ($1,001-$15,000) 4 days after voting 'Yes' on Merkley Amdt. No. 2863
TRADED BEFORE VOTE MRVL
Stock Trade
AMAT purchase $33K
Timing
1 day after vote
Trade: May 13 → Vote: May 14, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought AMAT ($15,001-$50,000) 1 days before voting 'Yes' on Confirmation: Eric Matthew Ueland, of Virginia, to be Deputy Director for Management, Office of Mana
TIGHT TIMING AMAT
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