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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)

Rick Scott R FL
40
Stock Trade
GEV Sale
Timing
12 days before vote
Trade: Feb 17 → Vote: Feb 5, 2026
Vote
On the Nomination
Voted: Yes
Hon. Austin Scott sold GEV 12 days after voting 'Yes' on Confirmation: Justin R. Olson, of Indiana, to be U.S. District Judge for the Southern District of In
TRADED BEFORE VOTE GEV
Stock Trade
MSFT purchase $175K
Timing
16 days after vote
Trade: Dec 29 → Vote: Jan 14, 2026
Vote
On the Point of Order
Voted: Yes
Markwayne Mullin bought MSFT ($100,001-$250,000) 16 days before voting 'Yes' on Is the Point of Order Well Taken Re: To the Privilege Status of S.J. Res. 98
MSFT
Stock Trade
XOM sale $8K
Timing
12 days after vote
Trade: Jun 18 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
Shelley Moore Capito sold XOM ($1,001-$15,000) 12 days before voting 'No' on Motion to Commit H.R. 1 to the Committee on Finance with Instructions
XOM
Stock Trade
WFC sale $8K
Timing
13 days after vote
Trade: Jun 18 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: No
Shelley Moore Capito sold WFC ($1,001-$15,000) 13 days before voting 'No' on Rosen Amdt. No. 2717
WFC
Stock Trade
CL sale $8K
Timing
21 days before vote
Trade: Jul 31 → Vote: Jul 10, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito sold CL ($1,001-$15,000) 21 days after voting 'Yes' on Confirmation: Jonathan Gould, of Virginia, to be Comptroller of the Currency
TRADED BEFORE VOTE CL
Stock Trade
PLD purchase $8K
Timing
17 days before vote
Trade: Aug 1 → Vote: Jul 15, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito bought PLD ($1,001-$15,000) 17 days after voting 'Yes' on Motion to Invoke Cloture: Joseph Edlow to be Director of U.S. Citizenship and Immigration Services,
TRADED BEFORE VOTE PLD
40
Stock Trade
CRM sale $8K
Timing
17 days before vote
Trade: Apr 22 → Vote: Apr 5, 2025
Vote
On the Amendment
Voted: No
John Boozman sold CRM ($1,001-$15,000) 17 days after voting 'No' on Kim Amdt. No. 1644
TRADED BEFORE VOTE CRM
40
Stock Trade
GIGB purchase $8K
Timing
15 days before vote
Trade: Jul 8 → Vote: Jun 23, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought GIGB ($1,001-$15,000) 15 days after voting 'Yes' on Motion to Invoke Cloture: Daniel Zimmerman to be an Assistant Secretary of Defense
TRADED BEFORE VOTE GIGB
40
Stock Trade
JPM sale $8K
Timing
8 days after vote
Trade: Jul 24 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: Yes
John Boozman sold JPM ($1,001-$15,000) 8 days before voting 'Yes' on Collins Amdt. No. 3411, as amended
JPM
40
Stock Trade
IVV sale $8K
Timing
15 days before vote
Trade: Aug 1 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold IVV ($1,001-$15,000) 15 days after voting 'Yes' on Motion to Invoke Cloture: Joshua M. Divine to be U.S. District Judge for the Eastern and Western Dis
TRADED BEFORE VOTE IVV
Stock Trade
UNH purchase $75K
Timing
22 days before vote
Trade: Feb 25 → Vote: Feb 3, 2026
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought UNH ($50,001-$100,000) 22 days after voting 'Yes' on Motion to Invoke Cloture: Aaron Christian Peterson to be U.S. District Judge for the District of Ala
TRADED BEFORE VOTE UNH
40
Stock Trade
MSFT purchase $8K
Timing
19 days before vote
Trade: Mar 30 → Vote: Mar 11, 2026
Vote
On the Cloture Motion
Voted: Yes
John Fetterman bought MSFT ($1,001-$15,000) 19 days after voting 'Yes' on Motion to Invoke Cloture: H.R. 6644 as amended
TRADED BEFORE VOTE MSFT
40
Stock Trade
IEI purchase $8K
Timing
16 days before vote
Trade: Aug 1 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: No
John Boozman bought IEI ($1,001-$15,000) 16 days after voting 'No' on Baldwin Amdt. No. 2855
TRADED BEFORE VOTE IEI
40
Stock Trade
LLY purchase $8K
Timing
20 days before vote
Trade: Aug 11 → Vote: Jul 22, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought LLY ($1,001-$15,000) 20 days after voting 'Yes' on Confirmation: Bradley Hansell, of Virginia, to be Under Secretary of Defense for Intelligence and Se
TRADED BEFORE VOTE LLY
40
Stock Trade
LLY purchase $8K
Timing
20 days before vote
Trade: Aug 22 → Vote: Aug 2, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought LLY ($1,001-$15,000) 20 days after voting 'Yes' on Motion to Invoke Cloture: Brian Burch to be Ambassador of the United States of America to the Holy S
TRADED BEFORE VOTE LLY
40
Stock Trade
MDY sale $8K
Timing
16 days before vote
Trade: Jan 23 → Vote: Jan 7, 2026
Vote
On the Motion to Proceed
Voted: No
John Boozman sold MDY ($1,001-$15,000) 16 days after voting 'No' on Motion to Proceed to S.J.Res. 86
TRADED BEFORE VOTE MDY
40
Stock Trade
GEM purchase $8K
Timing
13 days after vote
Trade: Jan 23 → Vote: Feb 5, 2026
Vote
On the Nomination
Voted: Yes
John Boozman bought GEM ($1,001-$15,000) 13 days before voting 'Yes' on Confirmation: Brian Charles Lea, of Tennessee, to be U.S. District Judge for the Western District of
GEM
40
Stock Trade
IVV purchase $8K
Timing
11 days after vote
Trade: Jan 23 → Vote: Feb 3, 2026
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought IVV ($1,001-$15,000) 11 days before voting 'Yes' on Motion to Invoke Cloture: Aaron Christian Peterson to be U.S. District Judge for the District of Ala
IVV
40
Stock Trade
AMZN purchase $8K
Timing
19 days before vote
Trade: Apr 30 → Vote: Apr 11, 2025
Vote
On the Nomination
Voted: Yes
Katie Britt bought AMZN ($1,001-$15,000) 19 days after voting 'Yes' on Confirmation: Lt. Gen. John D. Caine (Retired) to be Major General in the Regular Air Force
TRADED BEFORE VOTE AMZN
Stock Trade
HTGC sale $75K
Timing
25 days before vote
Trade: Jan 12 → Vote: Dec 18, 2025
Vote
On Motion to Recommit
Voted: No
Virginia Foxx sold HTGC ($50,001-$100,000) 25 days after voting 'No' on On Motion to Recommit
TRADED BEFORE VOTE HTGC
Stock Trade
WMT purchase $75K
Timing
28 days before vote
Trade: Jan 13 → Vote: Dec 16, 2025
Vote
On Passage
Voted: No
Jonathan Jackson bought WMT ($50,001-$100,000) 28 days after voting 'No' on On Passage
TRADED BEFORE VOTE WMT
Angus King I ME
40
Stock Trade
TMO sale $8K
Timing
21 days before vote
Trade: Jul 21 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: Yes
Angus King sold TMO ($1,001-$15,000) 21 days after voting 'Yes' on Kaine Motion to Commit H.R. 1 to the Committee on Homeland Security and Governmental Affairs with In
TRADED BEFORE VOTE TMO
Angus King I ME
40
Stock Trade
BX purchase $8K
Timing
21 days before vote
Trade: Jul 21 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: Yes
Angus King bought BX ($1,001-$15,000) 21 days after voting 'Yes' on Schumer Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TRADED BEFORE VOTE BX
Angus King I ME
40
Stock Trade
AMAT purchase $8K
Timing
8 days after vote
Trade: Jul 21 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: No
Angus King bought AMAT ($1,001-$15,000) 8 days before voting 'No' on Confirmation: Samuel Brown, of Nevada, to be Under Secretary of Veterans Affairs for Memorial Servic
AMAT
Angus King I ME
40
Stock Trade
AMD purchase $8K
Timing
21 days before vote
Trade: Jul 21 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: Yes
Angus King bought AMD ($1,001-$15,000) 21 days after voting 'Yes' on Motion to Waive Section 302(F) of the CBA Re: Amdt. No. 2696
TRADED BEFORE VOTE AMD
Explore More Data
🤝
Lobbying
Lobbying filings and influence spending
🕸️
Connect The Dots
Interactive graph: Epstein figures → donors → politicians
💰
Money Trail
Follow the money from donors to politicians
🏛️
Politicians
Browse all tracked members of Congress
🗳️
Votes
Roll call votes and voting records
📅
Timeline
Epstein events overlaid with political donation activity
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