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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)

30
Stock Trade
AAPL purchase $8K
Timing
30 days before vote
Trade: Jan 16 → Vote: Dec 17, 2025
Vote
On Motion to Recommit
Voted: No
David J. Taylor bought AAPL ($1,001-$15,000) 30 days after voting 'No' on On Motion to Recommit
TRADED BEFORE VOTE AAPL
30
Stock Trade
LLY sale $8K
Timing
30 days before vote
Trade: Jan 16 → Vote: Dec 17, 2025
Vote
On Ordering the Previous Question
Voted: Yes
David J. Taylor sold LLY ($1,001-$15,000) 30 days after voting 'Yes' on On Ordering the Previous Question
TRADED BEFORE VOTE LLY
Angus King I ME
30
Stock Trade
MSFT purchase $8K
Timing
27 days before vote
Trade: Jul 21 → Vote: Jun 24, 2025
Vote
On the Nomination
Voted: Yes
Angus King bought MSFT ($1,001-$15,000) 27 days after voting 'Yes' on Confirmation: Daniel Zimmerman, of North Carolina, to be an Assistant Secretary of Defense
TRADED BEFORE VOTE MSFT
Mike Lee R UT
30
Stock Trade
FLL Purchase
Timing
10 days after vote
Trade: Jul 23 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
Hon. Susie Lee sold FLL 10 days before voting 'Yes' on Confirmation: Marcus Molinaro, of New York, to be Federal Transit Administrator
FLL
30
Stock Trade
IJR sale $8K
Timing
27 days before vote
Trade: May 6 → Vote: Apr 9, 2025
Vote
On the Nomination
Voted: Yes
David H. McCormick sold IJR ($1,001-$15,000) 27 days after voting 'Yes' on Confirmation: Kevin Cabrera, of Florida, to be Ambassador Extrodinary and Plenipotentiary of the Uni
TRADED BEFORE VOTE IJR
30
Stock Trade
BRK.B sale $175K
Timing
28 days after vote
Trade: Jan 27 → Vote: Feb 24, 2026
Vote
On Cloture on the Motion to Proceed
Voted: No
Tina Smith sold BRK.B ($100,001-$250,000) 28 days before voting 'No' on Motion to Invoke Cloture: Motion to Proceed to H.R. 7147
BRK.B
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 Warner Amdt. No. 1310
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 to Table
Voted: Yes
Shelley Moore Capito sold C ($1,001-$15,000) 28 days after voting 'Yes' on Motion to Table the Appeal that Two Points of Order are Not in Order at the Same Time
TRADED BEFORE VOTE C
Stock Trade
ADI sale $8K
Timing
27 days before vote
Trade: Feb 10 → Vote: Jan 14, 2026
Vote
On the Point of Order
Voted: Yes
Shelley Moore Capito sold ADI ($1,001-$15,000) 27 days after voting 'Yes' on Is the Point of Order Well Taken Re: To the Privilege Status of S.J. Res. 98
TRADED BEFORE VOTE ADI
30
Stock Trade
HD purchase $8K
Timing
20 days after vote
Trade: May 16 → Vote: Jun 5, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought HD ($1,001-$15,000) 20 days before voting 'Yes' on Confirmation: John Andrew Eisenberg, of Virginia, to be an Assistant Attorney General
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: John Andrew Eisenberg to be an Assistant Attorney General (National Securi
ATO
30
Stock Trade
META purchase $8K
Timing
23 days before vote
Trade: May 30 → Vote: May 7, 2025
Vote
On the Joint Resolution
Voted: Yes
John Boozman bought META ($1,001-$15,000) 23 days after voting 'Yes' on S.J. Res. 13
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 Blunt Rochester Motion to Commit H.R. 1 to the Committee on Finance 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 Wyden 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: John Andrew Eisenberg to be an Assistant Attorney General (National Securi
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: Scott Kupor to be Director of the Office of Personnel Management
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 Shaheen Amdt. No. 2564
TRADED BEFORE VOTE WMT
30
Stock Trade
SHY purchase $8K
Timing
22 days before vote
Trade: Aug 1 → Vote: Jul 10, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought SHY ($1,001-$15,000) 22 days after voting 'Yes' on Confirmation: Jonathan Gould, of Virginia, to be Comptroller of the Currency
TRADED BEFORE VOTE SHY
30
Stock Trade
IWM purchase $8K
Timing
24 days before vote
Trade: Aug 1 → Vote: Jul 8, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought IWM ($1,001-$15,000) 24 days after voting 'Yes' on Motion to Invoke Cloture: Preston Griffith to be Under Secretary of Energy
TRADED BEFORE VOTE IWM
Stock Trade
CSCO purchase $8K
Timing
29 days before vote
Trade: Jan 9 → Vote: Dec 11, 2025
Vote
On Passage
Voted: No
Gilbert Cisneros bought CSCO ($1,001-$15,000) 29 days after voting 'No' on On Passage
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
24 days before vote
Trade: Jan 9 → Vote: Dec 16, 2025
Vote
On Passage
Voted: No
Gilbert Cisneros bought PLTR ($1,001-$15,000) 24 days after voting 'No' on On Passage
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: Susan Monarez, of Wisconsin, to be Director of the Centers for Disease Control and Pre
TRADED BEFORE VOTE MU
Stock Trade
GD purchase $8K
Timing
30 days before vote
Trade: Jan 9 → Vote: Dec 10, 2025
Vote
On Motion to Discharge
Voted: Yes
Gilbert Cisneros bought GD ($1,001-$15,000) 30 days after voting 'Yes' on On Motion to Discharge
TRADED BEFORE VOTE GD
Stock Trade
DOC purchase $8K
Timing
23 days before vote
Trade: Jan 9 → Vote: Dec 17, 2025
Vote
On Passage
Voted: No
Gilbert Cisneros bought DOC ($1,001-$15,000) 23 days after voting 'No' on On Passage
TRADED BEFORE VOTE DOC
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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