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STOCK TRADE ↔ VOTE CORRELATIONS
30,490
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.

30,490
Correlations
49
Politicians
719
Score 70+
44.3
Avg Score

Highest Average Scores

55 avg (74)
50.9 avg (4702)
49.8 avg (65)
48.5 avg (221)
47.1 avg (112)
47 avg (9413)
46.7 avg (3505)
Angus King I ME
45.6 avg (4257)
45.4 avg (100)
45.3 avg (60)

Most Correlated Tickers

UNH
45.7 avg (896 trades)
45.4 avg (807 trades)
46.1 avg (721 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
41.2 avg (398 trades)

Correlations (30490 found)

55
Stock Trade
JPM sale $8K
Timing
2 days after vote
Trade: Jan 28 → Vote: Jan 30, 2026
Vote
On the Motion
Voted: No
Katie Britt sold JPM ($1,001-$15,000) 2 days before voting 'No' on Motion to Waive All Applicable Budgetary Discipline Re: Merkley Amdt. No. 4287
TIGHT TIMING JPM
Angus King I ME
55
Stock Trade
ANET purchase $8K
Timing
3 days after vote
Trade: Jul 21 → Vote: Jul 24, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought ANET ($1,001-$15,000) 3 days before voting 'No' on Motion to Invoke Cloture: Emil J. Bove III to be U.S. Circuit Judge for the Third Circuit
TIGHT TIMING ANET
55
Stock Trade
LAZR sale $33K
Timing
14 days before vote
Trade: Jun 26 → Vote: Jun 12, 2025
Vote
On the Motion
Voted: Yes
A. Mitchell Jr. McConnell sold LAZR ($15,001-$50,000) 14 days after voting 'Yes' on Motion to Waive All Applicable Budgetary Discipline Re: Amdt. No. 2307
TRADED BEFORE VOTE LAZR
Stock Trade
LHX purchase $33K
Timing
13 days before vote
Trade: May 13 → Vote: Apr 30, 2025
Vote
On the Motion to Proceed
Voted: Yes
Markwayne Mullin bought LHX ($15,001-$50,000) 13 days after voting 'Yes' on Motion to Proceed to S.J.Res. 31
TRADED BEFORE VOTE LHX
Stock Trade
UNH sale $33K
Timing
10 days before vote
Trade: Aug 1 → Vote: Jul 22, 2025
Vote
On Cloture on the Motion to Proceed
Voted: Not Voting
Markwayne Mullin sold UNH ($15,001-$50,000) 10 days after voting 'Not Voting' on Motion to Invoke Cloture: Motion to Proceed to H.R. 3944
TRADED BEFORE VOTE UNH
55
Stock Trade
WMT purchase $8K
Timing
2 days after vote
Trade: Jul 31 → Vote: Aug 2, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought WMT ($1,001-$15,000) 2 days before voting 'Yes' on Motion to Invoke Cloture: Brian Burch to be Ambassador of the United States of America to the Holy S
TIGHT TIMING WMT
55
Stock Trade
VEA sale $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: Yes
John Boozman sold VEA ($1,001-$15,000) 0 days after voting 'Yes' on Mullin Amdt. No. 3412
TIGHT TIMING VEA
55
Stock Trade
GIGB sale $8K
Timing
1 day after vote
Trade: Aug 1 → Vote: Aug 2, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold GIGB ($1,001-$15,000) 1 days before voting 'Yes' on Motion to Invoke Cloture: Jeanine Pirro to be United States Attorney for the District of Columbia
TIGHT TIMING GIGB
55
Stock Trade
JMBS purchase $8K
Timing
1 day after vote
Trade: Aug 1 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought JMBS ($1,001-$15,000) 1 days before voting 'Yes' on Confirmation: Adam Telle, of Mississippi, to be an Assistant Secretary of the Army
TIGHT TIMING JMBS
55
Stock Trade
EMRZX sale $33K
Timing
12 days before vote
Trade: Aug 14 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold EMRZX ($15,001-$50,000) 12 days after voting 'Yes' on Confirmation: Jeanine Pirro, of New York, to be United States Attorney for the District of Columbia
TRADED BEFORE VOTE EMRZX
55
Stock Trade
JPM sale $8K
Timing
2 days after vote
Trade: Jan 28 → Vote: Jan 30, 2026
Vote
On the Amendment
Voted: No
Katie Britt sold JPM ($1,001-$15,000) 2 days before voting 'No' on Sanders Amdt. No. 4290
TIGHT TIMING JPM
Angus King I ME
55
Stock Trade
ANET purchase $8K
Timing
3 days after vote
Trade: Jul 21 → Vote: Jul 24, 2025
Vote
On the Nomination
Voted: No
Angus King bought ANET ($1,001-$15,000) 3 days before voting 'No' on Confirmation: Richard Topping, of Ohio, to be Chief Financial Officer, Department of Veterans Affair
TIGHT TIMING ANET
55
Stock Trade
LAZR sale $33K
Timing
14 days before vote
Trade: Jun 26 → Vote: Jun 12, 2025
Vote
On the Motion to Table
Voted: No
A. Mitchell Jr. McConnell sold LAZR ($15,001-$50,000) 14 days after voting 'No' on Motion to Table Amdt. No. 2310
TRADED BEFORE VOTE LAZR
Stock Trade
LHX purchase $33K
Timing
13 days before vote
Trade: May 13 → Vote: Apr 30, 2025
Vote
On the Motion to Table
Voted: Yes
Markwayne Mullin bought LHX ($15,001-$50,000) 13 days after voting 'Yes' on Motion to Table the Motion to Reconsider the Vote by which S.J.Res. 49 Failed of Passage
TRADED BEFORE VOTE LHX
Stock Trade
UNH sale $33K
Timing
10 days before vote
Trade: Aug 1 → Vote: Jul 22, 2025
Vote
On the Motion to Proceed
Voted: Not Voting
Markwayne Mullin sold UNH ($15,001-$50,000) 10 days after voting 'Not Voting' on Motion to Proceed to Executive Session to consider Emil J. Bove III
TRADED BEFORE VOTE UNH
Stock Trade
APG purchase $33K
Timing
5 days after vote
Trade: Feb 4 → Vote: Feb 9, 2026
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought APG ($15,001-$50,000) 5 days before voting 'Yes' on Motion to Invoke Cloture: Daniel E. Burrows to be an Assistant Attorney General
APG
Stock Trade
CRDO sale $33K
Timing
8 days before vote
Trade: Feb 4 → Vote: Jan 27, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Markwayne Mullin sold CRDO ($15,001-$50,000) 8 days after voting 'Yes' on Motion to Invoke Cloture on the Motion to Proceed to S. 3627
TRADED BEFORE VOTE CRDO
Stock Trade
JPM sale $8K
Timing
3 days after vote
Trade: Jul 18 → Vote: Jul 21, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold JPM ($1,001-$15,000) 3 days before voting 'Yes' on Motion to Invoke Cloture: Terrance Cole to be Administrator of Drug Enforcement
TIGHT TIMING JPM
Stock Trade
PPG sale $8K
Timing
Same day
Trade: Jul 30 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold PPG ($1,001-$15,000) 0 days after voting 'Yes' on Motion to Invoke Cloture: Matthew Kozma to be Under Secretary for Intelligence and Analysis, Departm
TIGHT TIMING PPG
55
Stock Trade
WMT purchase $8K
Timing
2 days after vote
Trade: Jul 31 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought WMT ($1,001-$15,000) 2 days before voting 'Yes' on Confirmation: Andrew Puzder, of Tennessee, to be Representative of the United States of America to t
TIGHT TIMING WMT
55
Stock Trade
VEA sale $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: Yes
John Boozman sold VEA ($1,001-$15,000) 0 days after voting 'Yes' on Collins Amdt. No. 3411, as amended
TIGHT TIMING VEA
55
Stock Trade
GIGB sale $8K
Timing
1 day after vote
Trade: Aug 1 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold GIGB ($1,001-$15,000) 1 days before voting 'Yes' on Confirmation: Jason Reding Quinones, of Florida, to be United States Attorney for the Southern Distr
TIGHT TIMING GIGB
55
Stock Trade
JMBS purchase $8K
Timing
1 day after vote
Trade: Aug 1 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought JMBS ($1,001-$15,000) 1 days before voting 'Yes' on Confirmation: Sean Cairncross, of Minnesota, to be National Cyber Director
TIGHT TIMING JMBS
55
Stock Trade
EMRZX sale $33K
Timing
12 days before vote
Trade: Aug 14 → Vote: Aug 2, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold EMRZX ($15,001-$50,000) 12 days after voting 'Yes' on Motion to Invoke Cloture: Jeanine Pirro to be United States Attorney for the District of Columbia
TRADED BEFORE VOTE EMRZX
55
Stock Trade
JPM sale $8K
Timing
2 days after vote
Trade: Jan 28 → Vote: Jan 30, 2026
Vote
On the Motion to Table
Voted: No
Katie Britt sold JPM ($1,001-$15,000) 2 days before voting 'No' on Motion to Table Lee Amdt. No. 4286
TIGHT TIMING JPM
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