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STOCK TRADE ↔ VOTE CORRELATIONS
30,326
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.

30,326
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 (9249)
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)
45.5 avg (774 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
41.2 avg (398 trades)

Correlations (30326 found)

50
Stock Trade
AVGO purchase $8K
Timing
7 days after vote
Trade: Jun 11 → Vote: Jun 18, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought AVGO ($1,001-$15,000) 7 days before voting 'Yes' on Confirmation: Olivia Trusty, of Maryland, to be a Member of the Federal Communications Commission (R
AVGO
Stock Trade
ZTS purchase $75K
Timing
8 days after vote
Trade: May 13 → Vote: May 21, 2025
Vote
On the Motion
Voted: No
Markwayne Mullin bought ZTS ($50,001-$100,000) 8 days before voting 'No' on Motion to Recess for Fifteen Minutes
ZTS
50
Stock Trade
PALL sale $8K
Timing
10 days before vote
Trade: Aug 1 → Vote: Jul 22, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold PALL ($1,001-$15,000) 10 days after voting 'Yes' on Confirmation: Cristian M. Stevens, of Missouri, to be United States District Judge for the Eastern D
TRADED BEFORE VOTE PALL
50
Stock Trade
IEI purchase $8K
Timing
8 days before vote
Trade: Aug 1 → Vote: Jul 24, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought IEI ($1,001-$15,000) 8 days after voting 'Yes' on Motion to Invoke Cloture: Richard Topping to be Chief Financial Officer, Department of Veterans Affa
TRADED BEFORE VOTE IEI
50
Stock Trade
LLY purchase $8K
Timing
12 days before vote
Trade: Aug 11 → Vote: Jul 30, 2025
Vote
On the Motion to Discharge
Voted: No
John Boozman bought LLY ($1,001-$15,000) 12 days after voting 'No' on Motion to Discharge S. J. Res. 34
TRADED BEFORE VOTE LLY
50
Stock Trade
MU sale $8K
Timing
4 days after vote
Trade: Jan 26 → Vote: Jan 30, 2026
Vote
On the Amendment
Voted: No
John Boozman sold MU ($1,001-$15,000) 4 days before voting 'No' on Sanders Amdt. No. 4290
MU
Angus King I ME
50
Stock Trade
PYPL sale $8K
Timing
8 days before vote
Trade: Feb 13 → Vote: Feb 5, 2026
Vote
On the Cloture Motion
Voted: No
Angus King sold PYPL ($1,001-$15,000) 8 days after voting 'No' on Motion to Invoke Cloture: Justin R. Olson to be U.S. District Judge for the Southern District of Ind
TRADED BEFORE VOTE PYPL
Angus King I ME
50
Stock Trade
BX purchase $8K
Timing
12 days before vote
Trade: Jul 21 → Vote: Jul 9, 2025
Vote
On the Nomination
Voted: No
Angus King bought BX ($1,001-$15,000) 12 days after voting 'No' on Confirmation: Scott Kupor, of California, to be Director of the Office of Personnel Management
TRADED BEFORE VOTE BX
50
Stock Trade
OGN sale $8K
Timing
9 days before vote
Trade: Jul 10 → Vote: Jul 1, 2025
Vote
On the Motion
Voted: Yes
Gary Peters sold OGN ($1,001-$15,000) 9 days after voting 'Yes' on Bennet Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TRADED BEFORE VOTE OGN
Stock Trade
ABT Purchase
Timing
7 days before vote
Trade: Mar 4 → Vote: Feb 25, 2025
Vote
On Motion to Suspend the Rules and Pass
Voted: Yes
Hon. Bruce Westerman sold ABT 7 days after voting 'Yes' on On Motion to Suspend the Rules and Pass
TRADED BEFORE VOTE ABT
Stock Trade
COF purchase $75K
Timing
9 days after vote
Trade: Dec 29 → Vote: Jan 7, 2026
Vote
On the Motion to Proceed
Voted: No
Markwayne Mullin bought COF ($50,001-$100,000) 9 days before voting 'No' on Motion to Proceed to S.J.Res. 86
COF
Stock Trade
UNH sale $8K
Timing
13 days before vote
Trade: Jun 23 → Vote: Jun 10, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito sold UNH ($1,001-$15,000) 13 days after voting 'Yes' on Confirmation: Andrew Hughes, of Texas, to be Deputy Secretary of Housing and Urban Development
TRADED BEFORE VOTE UNH
Stock Trade
CL sale $8K
Timing
9 days before vote
Trade: Jul 31 → Vote: Jul 22, 2025
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Shelley Moore Capito sold CL ($1,001-$15,000) 9 days after voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 3944
TRADED BEFORE VOTE CL
Stock Trade
PPG sale $8K
Timing
14 days before vote
Trade: Jul 31 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold PPG ($1,001-$15,000) 14 days after voting 'Yes' on Motion to Invoke Cloture: Bradley Hansell to be Under Secretary of Defense for Intelligence and Secu
TRADED BEFORE VOTE PPG
Stock Trade
PLD purchase $8K
Timing
9 days before vote
Trade: Aug 1 → Vote: Jul 23, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito bought PLD ($1,001-$15,000) 9 days after voting 'Yes' on Motion to Invoke Cloture: Zachary M. Bluestone to be U.S. District Judge for the Eastern District of
TRADED BEFORE VOTE PLD
50
Stock Trade
HD purchase $8K
Timing
5 days after vote
Trade: May 16 → Vote: May 21, 2025
Vote
On the Motion
Voted: No
John Boozman bought HD ($1,001-$15,000) 5 days before voting 'No' on Motion to Recess for Fifteen Minutes
HD
50
Stock Trade
LOW sale $8K
Timing
8 days before vote
Trade: May 20 → Vote: May 12, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold LOW ($1,001-$15,000) 8 days after voting 'Yes' on Motion to Invoke Cloture: Reed Rubinstein to be Legal Adviser of the Department of State
TRADED BEFORE VOTE LOW
50
Stock Trade
MU sale $8K
Timing
6 days after vote
Trade: Jun 11 → Vote: Jun 17, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold MU ($1,001-$15,000) 6 days before voting 'Yes' on Motion to Invoke Cloture: Olivia Trusty to be a Member of the Federal Communications Commission (Rea
MU
50
Stock Trade
AVGO purchase $8K
Timing
7 days after vote
Trade: Jun 11 → Vote: Jun 18, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought AVGO ($1,001-$15,000) 7 days before voting 'Yes' on Motion to Invoke Cloture: Rodney Scott to be Commissioner of U.S. Customs and Border Protection, Dep
AVGO
Stock Trade
ZTS purchase $75K
Timing
8 days after vote
Trade: May 13 → Vote: May 21, 2025
Vote
On the Motion
Voted: No
Markwayne Mullin bought ZTS ($50,001-$100,000) 8 days before voting 'No' on Motion to Recess for Thirty Minutes
ZTS
50
Stock Trade
PALL sale $8K
Timing
10 days before vote
Trade: Aug 1 → Vote: Jul 22, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold PALL ($1,001-$15,000) 10 days after voting 'Yes' on Confirmation: Joshua M. Divine, of Missouri, to be United States District Judge for the Eastern and
TRADED BEFORE VOTE PALL
50
Stock Trade
IEI purchase $8K
Timing
8 days before vote
Trade: Aug 1 → Vote: Jul 24, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought IEI ($1,001-$15,000) 8 days after voting 'Yes' on Confirmation: Matthew Lohmeier, of Arizona, to be Under Secretary of the Air Force
TRADED BEFORE VOTE IEI
50
Stock Trade
LLY purchase $8K
Timing
12 days before vote
Trade: Aug 11 → Vote: Jul 30, 2025
Vote
On the Motion to Discharge
Voted: No
John Boozman bought LLY ($1,001-$15,000) 12 days after voting 'No' on Motion to Discharge S. J. Res. 41
TRADED BEFORE VOTE LLY
50
Stock Trade
MU sale $8K
Timing
4 days after vote
Trade: Jan 26 → Vote: Jan 30, 2026
Vote
On the Motion to Table
Voted: Yes
John Boozman sold MU ($1,001-$15,000) 4 days before voting 'Yes' on Motion to Table Lee Amdt. No. 4286
MU
50
Stock Trade
MSFT purchase $8K
Timing
29 days before vote
Trade: Jan 8 → Vote: Dec 10, 2025
Vote
On Passage
Voted: Yes
David J. Taylor bought MSFT ($1,001-$15,000) 29 days after voting 'Yes' on On Passage
TRADED BEFORE VOTE MSFT
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Roll call votes and voting records
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Donations
55K+ individual and PAC contributions
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By State
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