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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)

30
Stock Trade
LRCX sale $8K
Timing
29 days before vote
Trade: Jan 16 → Vote: Dec 18, 2025
Vote
On Agreeing to the Amendment
Voted: Yes
David J. Taylor sold LRCX ($1,001-$15,000) 29 days after voting 'Yes' on On Agreeing to the Amendment
TRADED BEFORE VOTE LRCX
Angus King I ME
30
Stock Trade
NVDA purchase $8K
Timing
26 days before vote
Trade: Jul 21 → Vote: Jun 25, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought NVDA ($1,001-$15,000) 26 days after voting 'No' on Motion to Invoke Cloture: Kenneth Kies to be an Assistant Secretary of the Treasury
TRADED BEFORE VOTE NVDA
30
Stock Trade
ASTH Purchase
Timing
17 days before vote
Trade: Aug 19 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: No
Hon. Judy Chu sold ASTH 17 days after voting 'No' on Confirmation: Marcus Molinaro, of New York, to be Federal Transit Administrator
TRADED BEFORE VOTE ASTH
Stock Trade
DHR sale $8K
Timing
29 days before vote
Trade: Aug 28 → Vote: Jul 30, 2025
Vote
On the Motion to Discharge
Voted: Yes
Sheldon Whitehouse sold DHR ($1,001-$15,000) 29 days after voting 'Yes' on Motion to Discharge S. J. Res. 41
TRADED BEFORE VOTE DHR
30
Stock Trade
WM Purchase
Timing
21 days before vote
Trade: Jan 7 → Vote: Dec 17, 2025
Vote
On Passage
Voted: No
Hon. Rick Larsen sold WM 21 days after voting 'No' on On Passage
TRADED BEFORE VOTE WM
Stock Trade
SPG Purchase
Timing
10 days after vote
Trade: Feb 3 → Vote: Feb 13, 2025
Vote
On Passage
Voted: Yes
Hon. Victoria Spartz sold SPG 10 days before voting 'Yes' on On Passage
SPG
Stock Trade
IRM sale $8K
Timing
27 days before vote
Trade: Feb 4 → Vote: Jan 8, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin sold IRM ($1,001-$15,000) 27 days after voting 'Yes' on Confirmation: Alexander C. Van Hook, of Louisiana, to be U.S. District Judge for the Western Distric
TRADED BEFORE VOTE IRM
Stock Trade
MSFT sale $8K
Timing
28 days before vote
Trade: Jun 18 → Vote: May 21, 2025
Vote
On the Motion to Proceed
Voted: Yes
Shelley Moore Capito sold MSFT ($1,001-$15,000) 28 days after voting 'Yes' on Motion to Proceed to S.J.Res. 55
TRADED BEFORE VOTE MSFT
Stock Trade
AAPL sale $8K
Timing
20 days after vote
Trade: Dec 16 → Vote: Jan 5, 2026
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito sold AAPL ($1,001-$15,000) 20 days before voting 'Yes' on Confirmation: Keith Bass, of Texas, to be an Assistant Secretary of Defense
AAPL
30
Stock Trade
CRM sale $8K
Timing
27 days before vote
Trade: Apr 22 → Vote: Mar 26, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold CRM ($1,001-$15,000) 27 days after voting 'Yes' on Motion to Invoke Cloture: Aaron Reitz to be an Assistant Attorney General
TRADED BEFORE VOTE CRM
30
Stock Trade
FBIN sale $8K
Timing
24 days before vote
Trade: May 30 → Vote: May 6, 2025
Vote
On the Motion to Proceed
Voted: Yes
John Boozman sold FBIN ($1,001-$15,000) 24 days after voting 'Yes' on Motion to proceed to S.J. Res. 13
TRADED BEFORE VOTE FBIN
30
Stock Trade
MU sale $8K
Timing
29 days before vote
Trade: Jun 11 → Vote: May 13, 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: Katharine MacGregor to be Deputy Secretary of the Interior
TRADED BEFORE VOTE MU
30
Stock Trade
AVGO purchase $8K
Timing
29 days before vote
Trade: Jun 11 → Vote: May 13, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought AVGO ($1,001-$15,000) 29 days after voting 'Yes' on Motion to Invoke Cloture: Troy Meink to be Secretary of the Air Force
TRADED BEFORE VOTE AVGO
30
Stock Trade
MU sale $8K
Timing
26 days before vote
Trade: Jul 1 → Vote: Jun 5, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold MU ($1,001-$15,000) 26 days after voting 'Yes' on Motion to Invoke Cloture: Brett Shumate to be an Assistant Attorney General
TRADED BEFORE VOTE MU
30
Stock Trade
HYG sale $8K
Timing
20 days after vote
Trade: Jul 8 → Vote: Jul 28, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold HYG ($1,001-$15,000) 20 days before voting 'Yes' on Motion to Invoke Cloture: David Wright to be a Member of the Nuclear Regulatory Commission
HYG
Stock Trade
CVX purchase $75K
Timing
30 days after vote
Trade: May 13 → Vote: Jun 12, 2025
Vote
On the Motion
Voted: Yes
Markwayne Mullin bought CVX ($50,001-$100,000) 30 days before voting 'Yes' on Motion to Waive All Applicable Budgetary Discipline Re: Amdt. No. 2307
CVX
30
Stock Trade
RNWGX purchase $8K
Timing
22 days before vote
Trade: Aug 1 → Vote: Jul 10, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought RNWGX ($1,001-$15,000) 22 days after voting 'Yes' on Motion to Invoke Cloture: Whitney D. Hermandorfer to be U.S. Circuit Judge for the Sixth Circuit
TRADED BEFORE VOTE RNWGX
Stock Trade
LEN sale $8K
Timing
22 days before vote
Trade: Jan 9 → Vote: Dec 18, 2025
Vote
On Agreeing to the Amendment
Voted: No
Gilbert Cisneros sold LEN ($1,001-$15,000) 22 days after voting 'No' on On Agreeing to the Amendment
TRADED BEFORE VOTE LEN
Stock Trade
CME purchase $8K
Timing
24 days before vote
Trade: Jan 9 → Vote: Dec 16, 2025
Vote
On Ordering the Previous Question
Voted: No
Gilbert Cisneros bought CME ($1,001-$15,000) 24 days after voting 'No' on On Ordering the Previous Question
TRADED BEFORE VOTE CME
30
Stock Trade
LLY purchase $8K
Timing
22 days before vote
Trade: Aug 22 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought LLY ($1,001-$15,000) 22 days after voting 'Yes' on Motion to Invoke Cloture: Andrea Lucas to be a Member of the Equal Employment Opportunity Commission
TRADED BEFORE VOTE LLY
Stock Trade
DHI sale $8K
Timing
23 days before vote
Trade: Jan 9 → Vote: Dec 17, 2025
Vote
On Passage
Voted: No
Gilbert Cisneros sold DHI ($1,001-$15,000) 23 days after voting 'No' on On Passage
TRADED BEFORE VOTE DHI
Stock Trade
RTX purchase $8K
Timing
29 days before vote
Trade: Jan 9 → Vote: Dec 11, 2025
Vote
On Agreeing to the Amendment
Voted: Yes
Gilbert Cisneros bought RTX ($1,001-$15,000) 29 days after voting 'Yes' on On Agreeing to the Amendment
TRADED BEFORE VOTE RTX
Stock Trade
HST purchase $8K
Timing
22 days before vote
Trade: Jan 9 → Vote: Dec 18, 2025
Vote
On Passage
Voted: No
Gilbert Cisneros bought HST ($1,001-$15,000) 22 days after voting 'No' on On Passage
TRADED BEFORE VOTE HST
30
Stock Trade
TPYP purchase $8K
Timing
19 days after vote
Trade: Jan 23 → Vote: Feb 11, 2026
Vote
On the Motion to Proceed
Voted: Yes
John Boozman bought TPYP ($1,001-$15,000) 19 days before voting 'Yes' on Motion to Proceed to H. J. Res. 142
TPYP
Stock Trade
STLD purchase $8K
Timing
28 days before vote
Trade: Jan 9 → Vote: Dec 12, 2025
Vote
On Motion to Recommit
Voted: Yes
Gilbert Cisneros bought STLD ($1,001-$15,000) 28 days after voting 'Yes' on On Motion to Recommit
TRADED BEFORE VOTE STLD
Explore More Data
📜
Bills
Legislation and bill sponsorships
🕵️
Dark Money
Anonymous political spending traced
📋
Contracts
Federal spending and government contracts
🗳️
Votes
Roll call votes and voting records
📅
Timeline
Epstein events overlaid with political donation activity
🔗
Epstein Money Trail
Epstein-linked figures × FEC donation records
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