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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)

Stock Trade
CL sale $8K
Timing
8 days before vote
Trade: Jul 31 → Vote: Jul 23, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold CL ($1,001-$15,000) 8 days after voting 'Yes' on Motion to Invoke Cloture: Matthew Lohmeier to be Under Secretary of the Air Force
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: Cristian M. Stevens to be U.S. District Judge for the Eastern District of
TRADED BEFORE VOTE PPG
Stock Trade
PLD purchase $8K
Timing
9 days before vote
Trade: Aug 1 → Vote: Jul 23, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito bought PLD ($1,001-$15,000) 9 days after voting 'Yes' on Confirmation: Arielle Roth, of the District of Columbia, to be Assistant Secretary of Communications
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 60 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: Monica Crowley to be Chief of Protocol and to have the rank of Ambassador
TRADED BEFORE VOTE LOW
50
Stock Trade
MU sale $8K
Timing
7 days after vote
Trade: Jun 11 → Vote: Jun 18, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold MU ($1,001-$15,000) 7 days before voting 'Yes' on Confirmation: Rodney Scott, of Oklahoma, to be Commissioner of U.S. Customs and Border Protection, D
MU
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 Ninety Minutes
ZTS
50
Stock Trade
PALL sale $8K
Timing
10 days before vote
Trade: Aug 1 → Vote: Jul 22, 2025
Vote
On Cloture on the Motion to Proceed
Voted: Yes
John Boozman sold PALL ($1,001-$15,000) 10 days after voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 3944
TRADED BEFORE VOTE PALL
50
Stock Trade
LLY purchase $8K
Timing
12 days before vote
Trade: Aug 11 → Vote: Jul 30, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought LLY ($1,001-$15,000) 12 days after voting 'Yes' on Confirmation: Joseph Kent, of Washington, to be Director of the National Counterterrorism Center, Of
TRADED BEFORE VOTE LLY
50
Stock Trade
NVDA purchase $8K
Timing
23 days before vote
Trade: Aug 22 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought NVDA ($1,001-$15,000) 23 days after voting 'Yes' on Motion to Invoke Cloture: Thomas Gaiser to be an Assistant Attorney General
TRADED BEFORE VOTE NVDA
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. 4236
MU
50
Stock Trade
MBB sale $8K
Timing
4 days after vote
Trade: Feb 6 → Vote: Feb 10, 2026
Vote
On the Motion to Proceed
Voted: No
John Boozman sold MBB ($1,001-$15,000) 4 days before voting 'No' on Motion to Proceed to S. J. Res. 95
MBB
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 Cloture Motion
Voted: No
Angus King bought BX ($1,001-$15,000) 12 days after voting 'No' on Motion to Invoke Cloture: Scott Kupor 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 Amendment
Voted: Yes
Gary Peters sold OGN ($1,001-$15,000) 9 days after voting 'Yes' on Klobuchar Amdt. No. 2849
TRADED BEFORE VOTE OGN
Stock Trade
ABT Purchase
Timing
6 days before vote
Trade: Mar 4 → Vote: Feb 26, 2025
Vote
On Passage
Voted: Yes
Hon. Bruce Westerman sold ABT 6 days after voting 'Yes' on On Passage
TRADED BEFORE VOTE ABT
Stock Trade
COF purchase $75K
Timing
14 days after vote
Trade: Dec 29 → Vote: Jan 12, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Markwayne Mullin bought COF ($50,001-$100,000) 14 days before voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 6938
COF
Stock Trade
UNH sale $8K
Timing
13 days before vote
Trade: Jun 23 → Vote: Jun 10, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold UNH ($1,001-$15,000) 13 days after voting 'Yes' on Motion to Invoke Cloture: Stephen Vaden to be Deputy Secretary of Agriculture
TRADED BEFORE VOTE UNH
Stock Trade
CL sale $8K
Timing
8 days before vote
Trade: Jul 31 → Vote: Jul 23, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito sold CL ($1,001-$15,000) 8 days after voting 'Yes' on Confirmation: Aaron Szabo, of Virginia, to be an Assistant Administrator of the Environmental Protec
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: Joshua M. Divine to be U.S. District Judge for the Eastern and Western Dis
TRADED BEFORE VOTE PPG
Stock Trade
PLD purchase $8K
Timing
9 days before vote
Trade: Aug 1 → Vote: Jul 23, 2025
Vote
On the Motion to Proceed
Voted: Yes
Shelley Moore Capito bought PLD ($1,001-$15,000) 9 days after voting 'Yes' on Motion to Proceed to H.R. 3944
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 Ninety Minutes
HD
50
Stock Trade
MU sale $8K
Timing
7 days after vote
Trade: Jun 11 → Vote: Jun 18, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold MU ($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
MU
Stock Trade
ZTS purchase $75K
Timing
8 days after vote
Trade: May 13 → Vote: May 21, 2025
Vote
On the Motion to Table
Voted: Yes
Markwayne Mullin bought ZTS ($50,001-$100,000) 8 days before voting 'Yes' on Motion to Table the Appeal that Two Points of Order are Not in Order at the Same Time
ZTS
50
Stock Trade
PALL sale $8K
Timing
10 days before vote
Trade: Aug 1 → Vote: Jul 22, 2025
Vote
On the Motion to Proceed
Voted: Yes
John Boozman sold PALL ($1,001-$15,000) 10 days after voting 'Yes' on Motion to Proceed to Executive Session to consider Emil J. Bove III
TRADED BEFORE VOTE PALL
50
Stock Trade
VNQI purchase $8K
Timing
11 days before vote
Trade: Aug 1 → Vote: Jul 21, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought VNQI ($1,001-$15,000) 11 days after voting 'Yes' on Motion to Invoke Cloture: Terrance Cole to be Administrator of Drug Enforcement
TRADED BEFORE VOTE VNQI
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Committees
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Votes
Roll call votes and voting records
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Donations
55K+ individual and PAC contributions
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By State
Political money data by state
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