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STOCK TRADE ↔ VOTE CORRELATIONS
30,226
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.

30,226
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)
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 (30226 found)

30
Stock Trade
LRCX sale $8K
Timing
30 days before vote
Trade: Jan 16 → Vote: Dec 17, 2025
Vote
On Motion to Recommit
Voted: No
David J. Taylor sold LRCX ($1,001-$15,000) 30 days after voting 'No' on On Motion to Recommit
TRADED BEFORE VOTE LRCX
Angus King I ME
30
Stock Trade
JPM purchase $8K
Timing
28 days before vote
Trade: Jul 21 → Vote: Jun 23, 2025
Vote
On the Cloture Motion
Voted: Yes
Angus King bought JPM ($1,001-$15,000) 28 days after voting 'Yes' on Motion to Invoke Cloture: Daniel Zimmerman to be an Assistant Secretary of Defense
TRADED BEFORE VOTE JPM
30
Stock Trade
ASTH Purchase
Timing
18 days before vote
Trade: Aug 19 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: No
Hon. Judy Chu sold ASTH 18 days after voting 'No' on Scott (FL) Amdt. No. 3113, as modified
TRADED BEFORE VOTE ASTH
Stock Trade
DHR sale $8K
Timing
30 days before vote
Trade: Aug 28 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: No
Sheldon Whitehouse sold DHR ($1,001-$15,000) 30 days after voting 'No' on Confirmation: Emil Bove III, of Pennsylvania, to be United States Circuit Judge for the Third Circui
TRADED BEFORE VOTE DHR
30
Stock Trade
ESS Sale
Timing
20 days before vote
Trade: Jan 7 → Vote: Dec 18, 2025
Vote
On Passage
Voted: No
Hon. Rick Larsen sold ESS 20 days after voting 'No' on On Passage
TRADED BEFORE VOTE ESS
Stock Trade
MSFT sale $8K
Timing
28 days before vote
Trade: Jun 18 → Vote: May 21, 2025
Vote
On the Joint Resolution
Voted: Yes
Shelley Moore Capito sold MSFT ($1,001-$15,000) 28 days after voting 'Yes' on S.J.Res. 55
TRADED BEFORE VOTE MSFT
Stock Trade
ITW sale $8K
Timing
16 days after vote
Trade: Feb 24 → Vote: Mar 12, 2026
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold ITW ($1,001-$15,000) 16 days before voting 'Yes' on Motion to Invoke Cloture Re: Motion to Proceed to H.R. 7147
ITW
30
Stock Trade
CRM sale $8K
Timing
28 days before vote
Trade: Apr 22 → Vote: Mar 25, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold CRM ($1,001-$15,000) 28 days after voting 'Yes' on Motion to Invoke Cloture: James Bishop to be Deputy Director of the Office of Management and Budget
TRADED BEFORE VOTE CRM
30
Stock Trade
GOOGL purchase $8K
Timing
21 days after vote
Trade: May 20 → Vote: Jun 10, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought GOOGL ($1,001-$15,000) 21 days before voting 'Yes' on Confirmation: Stephen Vaden, of Tennessee, to be Deputy Secretary of Agriculture
GOOGL
30
Stock Trade
RTX purchase $8K
Timing
18 days after vote
Trade: May 30 → Vote: Jun 17, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought RTX ($1,001-$15,000) 18 days before voting 'Yes' on Confirmation: Gary Andres, of Virginia, to be an Assistant Secretary of Health and Human Services
RTX
30
Stock Trade
UNH sale $8K
Timing
20 days after vote
Trade: Jun 11 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: No
John Boozman sold UNH ($1,001-$15,000) 20 days before voting 'No' on Lee Amdt. No. 2745
UNH
30
Stock Trade
MU sale $8K
Timing
29 days before vote
Trade: Jul 1 → Vote: Jun 2, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold MU ($1,001-$15,000) 29 days after voting 'Yes' on Motion to Invoke Cloture: Michael Duffey to be Under Secretary of Defense for Acquisition and Sustai
TRADED BEFORE VOTE MU
30
Stock Trade
HYG sale $8K
Timing
15 days after vote
Trade: Jul 8 → Vote: Jul 23, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold HYG ($1,001-$15,000) 15 days before voting 'Yes' on Confirmation: Zachary M. Bluestone, of Missouri, to be U.S. District Judge for the Eastern District
HYG
Stock Trade
CVX purchase $75K
Timing
28 days after vote
Trade: May 13 → Vote: Jun 10, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought CVX ($50,001-$100,000) 28 days before voting 'Yes' on Confirmation: Andrew Hughes, of Texas, to be Deputy Secretary of Housing and Urban Development
CVX
30
Stock Trade
EMLP sale $8K
Timing
23 days before vote
Trade: Aug 1 → Vote: Jul 9, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold EMLP ($1,001-$15,000) 23 days after voting 'Yes' on Confirmation: Bryan Bedford, of Indiana, to be Administrator of the Federal Aviation Administration
TRADED BEFORE VOTE EMLP
Stock Trade
LEN sale $8K
Timing
23 days before vote
Trade: Jan 9 → Vote: Dec 17, 2025
Vote
On Motion to Recommit
Voted: Yes
Gilbert Cisneros sold LEN ($1,001-$15,000) 23 days after voting 'Yes' on On Motion to Recommit
TRADED BEFORE VOTE LEN
Stock Trade
CME purchase $8K
Timing
29 days before vote
Trade: Jan 9 → Vote: Dec 11, 2025
Vote
On Passage
Voted: No
Gilbert Cisneros bought CME ($1,001-$15,000) 29 days after voting 'No' on On Passage
TRADED BEFORE VOTE CME
30
Stock Trade
LLY purchase $8K
Timing
23 days before vote
Trade: Aug 22 → Vote: Jul 30, 2025
Vote
On the Motion to Discharge
Voted: No
John Boozman bought LLY ($1,001-$15,000) 23 days after voting 'No' on Motion to Discharge S. J. Res. 41
TRADED BEFORE VOTE LLY
Stock Trade
DHI sale $8K
Timing
24 days before vote
Trade: Jan 9 → Vote: Dec 16, 2025
Vote
On Passage
Voted: No
Gilbert Cisneros sold DHI ($1,001-$15,000) 24 days after voting 'No' on On Passage
TRADED BEFORE VOTE DHI
Stock Trade
RTX purchase $8K
Timing
30 days before vote
Trade: Jan 9 → Vote: Dec 10, 2025
Vote
On Motion to Discharge
Voted: Yes
Gilbert Cisneros bought RTX ($1,001-$15,000) 30 days after voting 'Yes' on On Motion to Discharge
TRADED BEFORE VOTE RTX
30
Stock Trade
SLV sale $8K
Timing
18 days after vote
Trade: Jan 23 → Vote: Feb 10, 2026
Vote
On the Nomination
Voted: Yes
John Boozman sold SLV ($1,001-$15,000) 18 days before voting 'Yes' on Confirmation: Daniel E. Burrows, of Colorado, to be an Assistant Attorney General
SLV
Stock Trade
HST purchase $8K
Timing
23 days before vote
Trade: Jan 9 → Vote: Dec 17, 2025
Vote
On Passage
Voted: No
Gilbert Cisneros bought HST ($1,001-$15,000) 23 days after voting 'No' on On Passage
TRADED BEFORE VOTE HST
Stock Trade
STLD purchase $8K
Timing
29 days before vote
Trade: Jan 9 → Vote: Dec 11, 2025
Vote
On Agreeing to the Resolution
Voted: Yes
Gilbert Cisneros bought STLD ($1,001-$15,000) 29 days after voting 'Yes' on On Agreeing to the Resolution
TRADED BEFORE VOTE STLD
Stock Trade
FDX purchase $8K
Timing
23 days before vote
Trade: Jan 9 → Vote: Dec 17, 2025
Vote
On Motion to Recommit
Voted: Yes
Gilbert Cisneros bought FDX ($1,001-$15,000) 23 days after voting 'Yes' on On Motion to Recommit
TRADED BEFORE VOTE FDX
Stock Trade
BRO sale $8K
Timing
29 days before vote
Trade: Jan 9 → Vote: Dec 11, 2025
Vote
On Agreeing to the Amendment
Voted: No
Gilbert Cisneros sold BRO ($1,001-$15,000) 29 days after voting 'No' on On Agreeing to the Amendment
TRADED BEFORE VOTE BRO
Explore More Data
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Contracts
Federal spending and government contracts
📜
Bills
Legislation and bill sponsorships
📅
Timeline
Epstein events overlaid with political donation activity
🗳️
Votes
Roll call votes and voting records
📊
Leaderboard
Politicians ranked by corruption score
🏛️
Politicians
Browse all tracked members of Congress
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