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STOCK TRADE ↔ VOTE CORRELATIONS
30,490
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.

30,490
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 (9413)
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)
45.4 avg (807 trades)
46.1 avg (721 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 (30490 found)

30
Stock Trade
ASTH Purchase
Timing
21 days before vote
Trade: Aug 19 → Vote: Jul 29, 2025
Vote
On the Cloture Motion
Voted: No
Hon. Judy Chu sold ASTH 21 days after voting 'No' on Motion to Invoke Cloture: Susan Monarez to be Director of the Centers for Disease Control and Preven
TRADED BEFORE VOTE ASTH
Stock Trade
KVUE sale $8K
Timing
26 days before vote
Trade: Aug 28 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: No
Sheldon Whitehouse sold KVUE ($1,001-$15,000) 26 days after voting 'No' on Confirmation: John Arrigo, of Florida, to be Ambassador of the United States of America to the Portu
TRADED BEFORE VOTE KVUE
30
Stock Trade
DRI purchase
Timing
21 days before vote
Trade: Jan 7 → Vote: Dec 17, 2025
Vote
On Passage
Voted: No
Hon. Rick Larsen bought DRI 21 days after voting 'No' on On Passage
TRADED BEFORE VOTE DRI
Stock Trade
ALB Purchase
Timing
9 days after vote
Trade: Feb 24 → Vote: Mar 5, 2025
Vote
On Passage
Voted: Yes
Hon. Jefferson Shreve sold ALB 9 days before voting 'Yes' on On Passage
ALB
Stock Trade
XOM sale $8K
Timing
30 days before vote
Trade: Jun 18 → Vote: May 19, 2025
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Shelley Moore Capito sold XOM ($1,001-$15,000) 30 days after voting 'Yes' on Motion to Invoke Cloture on the Motion to Proceed to S. 1582
TRADED BEFORE VOTE XOM
Stock Trade
AFL sale $8K
Timing
22 days before vote
Trade: Jul 18 → Vote: Jun 26, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito sold AFL ($1,001-$15,000) 22 days after voting 'Yes' on Confirmation: Kenneth Kies, of Virginia, to be an Assistant Secretary of the Treasury
TRADED BEFORE VOTE AFL
Stock Trade
AVGO sale $8K
Timing
23 days before vote
Trade: Jul 18 → Vote: Jun 25, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito sold AVGO ($1,001-$15,000) 23 days after voting 'Yes' on Confirmation: Paul Dabbar, of New York, to be Deputy Secretary of Commerce
TRADED BEFORE VOTE AVGO
30
Stock Trade
AMZN purchase $8K
Timing
18 days after vote
Trade: May 16 → Vote: Jun 3, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought AMZN ($1,001-$15,000) 18 days before voting 'Yes' on Confirmation: Allison Hooker, of Georgia, to be an Under Secretary of State (Political Affairs)
AMZN
30
Stock Trade
UNH sale $8K
Timing
19 days after vote
Trade: Jun 11 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
John Boozman sold UNH ($1,001-$15,000) 19 days before voting 'No' on Motion to Commit H.R. 1 to the Committee on Finance with Instructions
UNH
30
Stock Trade
TBLL purchase $8K
Timing
19 days after vote
Trade: Jun 11 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
John Boozman bought TBLL ($1,001-$15,000) 19 days before voting 'No' on Schumer Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TBLL
30
Stock Trade
MDLZ sale $8K
Timing
30 days before vote
Trade: Jul 31 → Vote: Jul 1, 2025
Vote
On the Motion
Voted: No
John Boozman sold MDLZ ($1,001-$15,000) 30 days after voting 'No' on Motion to Waive Section 302(f) of the CBA Re: Collins Amdt. No. 2812
TRADED BEFORE VOTE MDLZ
30
Stock Trade
GE purchase $8K
Timing
30 days before vote
Trade: Jul 31 → Vote: Jul 1, 2025
Vote
On the Motion
Voted: No
John Boozman bought GE ($1,001-$15,000) 30 days after voting 'No' on Wyden Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TRADED BEFORE VOTE GE
30
Stock Trade
PPLT sale $8K
Timing
23 days before vote
Trade: Aug 1 → Vote: Jul 9, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold PPLT ($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 PPLT
30
Stock Trade
ERIE purchase $8K
Timing
30 days before vote
Trade: Mar 27 → Vote: Feb 25, 2026
Vote
On the Nomination
Voted: No
John Fetterman bought ERIE ($1,001-$15,000) 30 days after voting 'No' on Confirmation: John DeLeeuw, of Texas, to be a Member of the National Transportation Safety Board
TRADED BEFORE VOTE ERIE
Stock Trade
LEN sale $8K
Timing
29 days before vote
Trade: Jan 9 → Vote: Dec 11, 2025
Vote
On Passage
Voted: Yes
Gilbert Cisneros sold LEN ($1,001-$15,000) 29 days after voting 'Yes' on On Passage
TRADED BEFORE VOTE LEN
Stock Trade
INTC purchase $8K
Timing
23 days before vote
Trade: Jan 9 → Vote: Dec 17, 2025
Vote
On Passage
Voted: No
Gilbert Cisneros bought INTC ($1,001-$15,000) 23 days after voting 'No' on On Passage
TRADED BEFORE VOTE INTC
Stock Trade
WBD purchase $8K
Timing
22 days before vote
Trade: Jan 9 → Vote: Dec 18, 2025
Vote
On Passage
Voted: No
Gilbert Cisneros bought WBD ($1,001-$15,000) 22 days after voting 'No' on On Passage
TRADED BEFORE VOTE WBD
Stock Trade
FSLR purchase $8K
Timing
28 days before vote
Trade: Jan 9 → Vote: Dec 12, 2025
Vote
On Motion to Recommit
Voted: Yes
Gilbert Cisneros bought FSLR ($1,001-$15,000) 28 days after voting 'Yes' on On Motion to Recommit
TRADED BEFORE VOTE FSLR
Stock Trade
AME 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 AME ($1,001-$15,000) 22 days after voting 'No' on On Agreeing to the Amendment
TRADED BEFORE VOTE AME
30
Stock Trade
TBLL purchase $8K
Timing
18 days after vote
Trade: Jan 23 → Vote: Feb 10, 2026
Vote
On the Motion to Proceed
Voted: No
John Boozman bought TBLL ($1,001-$15,000) 18 days before voting 'No' on Motion to Proceed to S. J. Res. 95
TBLL
Stock Trade
CHRD sale $8K
Timing
24 days before vote
Trade: Jan 9 → Vote: Dec 16, 2025
Vote
On Motion to Recommit
Voted: Yes
Gilbert Cisneros sold CHRD ($1,001-$15,000) 24 days after voting 'Yes' on On Motion to Recommit
TRADED BEFORE VOTE CHRD
Stock Trade
FDX purchase $8K
Timing
30 days before vote
Trade: Jan 9 → Vote: Dec 10, 2025
Vote
On Agreeing to the Resolution
Voted: No
Gilbert Cisneros bought FDX ($1,001-$15,000) 30 days after voting 'No' on On Agreeing to the Resolution
TRADED BEFORE VOTE FDX
Stock Trade
KMI sale $8K
Timing
23 days before vote
Trade: Jan 9 → Vote: Dec 17, 2025
Vote
On Agreeing to the Resolution
Voted: No
Gilbert Cisneros sold KMI ($1,001-$15,000) 23 days after voting 'No' on On Agreeing to the Resolution
TRADED BEFORE VOTE KMI
Stock Trade
APA sale $8K
Timing
29 days before vote
Trade: Jan 9 → Vote: Dec 11, 2025
Vote
On Passage
Voted: No
Gilbert Cisneros sold APA ($1,001-$15,000) 29 days after voting 'No' on On Passage
TRADED BEFORE VOTE APA
Stock Trade
SWKS purchase $8K
Timing
22 days before vote
Trade: Jan 9 → Vote: Dec 18, 2025
Vote
On Passage
Voted: No
Gilbert Cisneros bought SWKS ($1,001-$15,000) 22 days after voting 'No' on On Passage
TRADED BEFORE VOTE SWKS
Explore More Data
🕸️
Connect The Dots
Interactive graph: Epstein figures → donors → politicians
📅
Timeline
Epstein events overlaid with political donation activity
💵
Donations
55K+ individual and PAC contributions
📋
Contracts
Federal spending and government contracts
🏆
Top Donors
Biggest spenders in American politics
🗳️
Votes
Roll call votes and voting records
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