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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)

Mike Lee R UT
30
Stock Trade
FLL Purchase
Timing
9 days after vote
Trade: Jul 23 → Vote: Aug 1, 2025
Vote
On the Cloture Motion
Voted: Yes
Hon. Susie Lee sold FLL 9 days before voting 'Yes' on Motion to Invoke Cloture: Brian Nesvik to be Director of the United States Fish and Wildlife Service
FLL
30
Stock Trade
IJR sale $8K
Timing
28 days before vote
Trade: May 6 → Vote: Apr 8, 2025
Vote
On the Nomination
Voted: Not Voting
David H. McCormick sold IJR ($1,001-$15,000) 28 days after voting 'Not Voting' on Confirmation: George Glass, of Oregon, to be Ambassador Extraordinary and Plenipotentiary of the Uni
TRADED BEFORE VOTE IJR
Stock Trade
AIT sale $8K
Timing
22 days before vote
Trade: Feb 4 → Vote: Jan 13, 2026
Vote
On the Motion to Proceed
Voted: No
Markwayne Mullin sold AIT ($1,001-$15,000) 22 days after voting 'No' on Motion to Proceed to S.J. Res. 84
TRADED BEFORE VOTE AIT
Stock Trade
GOOGL purchase $8K
Timing
25 days before vote
Trade: Apr 29 → Vote: Apr 4, 2025
Vote
On the Amendment
Voted: No
Shelley Moore Capito bought GOOGL ($1,001-$15,000) 25 days after voting 'No' on Schumer Amdt. No. 1884
TRADED BEFORE VOTE GOOGL
Stock Trade
C sale $8K
Timing
28 days before vote
Trade: Jun 18 → Vote: May 21, 2025
Vote
On the Motion
Voted: No
Shelley Moore Capito sold C ($1,001-$15,000) 28 days after voting 'No' on Motion to Recess for 60 Minutes
TRADED BEFORE VOTE C
Stock Trade
ADI sale $8K
Timing
29 days before vote
Trade: Feb 10 → Vote: Jan 12, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Shelley Moore Capito sold ADI ($1,001-$15,000) 29 days after voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 6938
TRADED BEFORE VOTE ADI
30
Stock Trade
HD purchase $8K
Timing
19 days after vote
Trade: May 16 → Vote: Jun 4, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought HD ($1,001-$15,000) 19 days before voting 'Yes' on Motion to Invoke Cloture: Michelle Bowman to be Vice Chairman for Supervision of the Board of Govern
HD
30
Stock Trade
ATO purchase $8K
Timing
16 days after vote
Trade: May 20 → Vote: Jun 5, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought ATO ($1,001-$15,000) 16 days before voting 'Yes' on Motion to Invoke Cloture: Brett Shumate to be an Assistant Attorney General
ATO
30
Stock Trade
META purchase $8K
Timing
24 days before vote
Trade: May 30 → Vote: May 6, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought META ($1,001-$15,000) 24 days after voting 'Yes' on Confirmation: Frank Bisignano, of New Jersey, to be Commissioner of Social Security Administration
TRADED BEFORE VOTE META
30
Stock Trade
MU sale $8K
Timing
19 days after vote
Trade: Jun 11 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
John Boozman sold MU ($1,001-$15,000) 19 days before voting 'No' on Blumenthal Motion to Commit H.R. 1 to the Committee on Armed Services with Instructions
MU
30
Stock Trade
AVGO purchase $8K
Timing
19 days after vote
Trade: Jun 11 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
John Boozman bought AVGO ($1,001-$15,000) 19 days before voting 'No' on Lujan Motion to Commit H.R. 1 to the Committee on Finance with Instructions
AVGO
Stock Trade
ZTS purchase $75K
Timing
23 days after vote
Trade: May 13 → Vote: Jun 5, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought ZTS ($50,001-$100,000) 23 days before voting 'Yes' on Motion to Invoke Cloture: Brett Shumate to be an Assistant Attorney General
ZTS
30
Stock Trade
GD sale $8K
Timing
22 days before vote
Trade: Jul 31 → Vote: Jul 9, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold GD ($1,001-$15,000) 22 days after voting 'Yes' on Motion to Invoke Cloture: William Briggs to be Deputy Administrator of the Small Business Administra
TRADED BEFORE VOTE GD
30
Stock Trade
WMT purchase $8K
Timing
30 days before vote
Trade: Jul 31 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: No
John Boozman bought WMT ($1,001-$15,000) 30 days after voting 'No' on Van Hollen Amdt. No. 2585
TRADED BEFORE VOTE WMT
30
Stock Trade
SHY purchase $8K
Timing
23 days before vote
Trade: Aug 1 → Vote: Jul 9, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought SHY ($1,001-$15,000) 23 days after voting 'Yes' on Motion to Invoke Cloture: Scott Kupor to be Director of the Office of Personnel Management
TRADED BEFORE VOTE SHY
Stock Trade
CSCO purchase $8K
Timing
29 days before vote
Trade: Jan 9 → Vote: Dec 11, 2025
Vote
On Agreeing to the Amendment
Voted: No
Gilbert Cisneros bought CSCO ($1,001-$15,000) 29 days after voting 'No' on On Agreeing to the Amendment
TRADED BEFORE VOTE CSCO
Stock Trade
PRU purchase $8K
Timing
22 days before vote
Trade: Jan 9 → Vote: Dec 18, 2025
Vote
On Motion to Recommit
Voted: Yes
Gilbert Cisneros bought PRU ($1,001-$15,000) 22 days after voting 'Yes' on On Motion to Recommit
TRADED BEFORE VOTE PRU
Stock Trade
PLTR purchase $8K
Timing
25 days before vote
Trade: Jan 9 → Vote: Dec 15, 2025
Vote
On Motion to Suspend the Rules and Pass, as Amended
Voted: Yes
Gilbert Cisneros bought PLTR ($1,001-$15,000) 25 days after voting 'Yes' on On Motion to Suspend the Rules and Pass, as Amended
TRADED BEFORE VOTE PLTR
30
Stock Trade
MU sale $8K
Timing
24 days before vote
Trade: Aug 22 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold MU ($1,001-$15,000) 24 days after voting 'Yes' on Confirmation: Samuel Brown, of Nevada, to be Under Secretary of Veterans Affairs for Memorial Servic
TRADED BEFORE VOTE MU
Stock Trade
SNDK purchase $8K
Timing
22 days before vote
Trade: Jan 9 → Vote: Dec 18, 2025
Vote
On Agreeing to the Amendment
Voted: No
Gilbert Cisneros bought SNDK ($1,001-$15,000) 22 days after voting 'No' on On Agreeing to the Amendment
TRADED BEFORE VOTE SNDK
Stock Trade
DOC purchase $8K
Timing
24 days before vote
Trade: Jan 9 → Vote: Dec 16, 2025
Vote
On Agreeing to the Resolution
Voted: No
Gilbert Cisneros bought DOC ($1,001-$15,000) 24 days after voting 'No' on On Agreeing to the Resolution
TRADED BEFORE VOTE DOC
30
Stock Trade
V purchase $8K
Timing
15 days after vote
Trade: Jan 15 → Vote: Jan 30, 2026
Vote
On the Motion
Voted: No
John Boozman bought V ($1,001-$15,000) 15 days before voting 'No' on Motion to Waive All Applicable Budgetary Discipline Re: Merkley Amdt. No. 4287
V
Stock Trade
EOG sale $8K
Timing
30 days before vote
Trade: Jan 9 → Vote: Dec 10, 2025
Vote
On Ordering the Previous Question
Voted: No
Gilbert Cisneros sold EOG ($1,001-$15,000) 30 days after voting 'No' on On Ordering the Previous Question
TRADED BEFORE VOTE EOG
Stock Trade
EG purchase $8K
Timing
23 days before vote
Trade: Jan 9 → Vote: Dec 17, 2025
Vote
On Ordering the Previous Question
Voted: No
Gilbert Cisneros bought EG ($1,001-$15,000) 23 days after voting 'No' on On Ordering the Previous Question
TRADED BEFORE VOTE EG
Stock Trade
COP sale $8K
Timing
29 days before vote
Trade: Jan 9 → Vote: Dec 11, 2025
Vote
On Agreeing to the Amendment
Voted: Yes
Gilbert Cisneros sold COP ($1,001-$15,000) 29 days after voting 'Yes' on On Agreeing to the Amendment
TRADED BEFORE VOTE COP
Explore More Data
🗳️
Votes
Roll call votes and voting records
💰
Money Trail
Follow the money from donors to politicians
🕸️
Connect The Dots
Interactive graph: Epstein figures → donors → politicians
🏆
Top Donors
Biggest spenders in American politics
📅
Timeline
Epstein events overlaid with political donation activity
📊
Leaderboard
Politicians ranked by corruption score
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