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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)

Angus King I ME
40
Stock Trade
UBER purchase $8K
Timing
20 days before vote
Trade: Jul 21 → Vote: Jul 1, 2025
Vote
On the Motion
Voted: Yes
Angus King bought UBER ($1,001-$15,000) 20 days after voting 'Yes' on Motion to Waive Section 302(f) of the CBA Re: Collins Amdt. No. 2812
TRADED BEFORE VOTE UBER
Angus King I ME
40
Stock Trade
BAC purchase $8K
Timing
11 days after vote
Trade: Jul 21 → Vote: Aug 1, 2025
Vote
On the Nomination
Voted: No
Angus King bought BAC ($1,001-$15,000) 11 days before voting 'No' on Confirmation: Luigi Rinaldi, of New York, to be Ambassador of the United States of America to the Or
BAC
Rick Scott R FL
40
Stock Trade
GEV Sale
Timing
13 days before vote
Trade: Feb 17 → Vote: Feb 4, 2026
Vote
On the Nomination
Voted: Yes
Hon. Austin Scott sold GEV 13 days after voting 'Yes' on Confirmation: Megan Blair Benton, of Missouri, to be U.S. District Judge for the Western District of
TRADED BEFORE VOTE GEV
Stock Trade
SPG Purchase
Timing
7 days after vote
Trade: Apr 3 → Vote: Apr 10, 2025
Vote
On Motion to Concur in the Senate Amendment
Voted: No
Hon. Victoria Spartz sold SPG 7 days before voting 'No' on On Motion to Concur in the Senate Amendment
SPG
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 Blunt Rochester 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 Warner Amdt. No. 2847
WFC
Stock Trade
PLD purchase $8K
Timing
18 days before vote
Trade: Aug 1 → Vote: Jul 14, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito bought PLD ($1,001-$15,000) 18 days after voting 'Yes' on Motion to Invoke Cloture: Luke Pettit to be an Assistant Secretary of the Treasury
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 Baldwin Amdt. No. 1693
TRADED BEFORE VOTE CRM
40
Stock Trade
HD purchase $8K
Timing
16 days before vote
Trade: May 16 → Vote: Apr 30, 2025
Vote
On the Joint Resolution
Voted: No
John Boozman bought HD ($1,001-$15,000) 16 days after voting 'No' on S.J.Res. 49
TRADED BEFORE VOTE HD
40
Stock Trade
ATO purchase $8K
Timing
19 days before vote
Trade: May 20 → Vote: May 1, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought ATO ($1,001-$15,000) 19 days after voting 'Yes' on Motion to Invoke Cloture: Frank Bisignano to be Commissioner of the Social Security Administration
TRADED BEFORE VOTE ATO
40
Stock Trade
MU sale $8K
Timing
21 days before vote
Trade: Jun 11 → Vote: May 21, 2025
Vote
On the Motion to Proceed
Voted: Yes
John Boozman sold MU ($1,001-$15,000) 21 days after voting 'Yes' on Motion to Proceed to S. 1582
TRADED BEFORE VOTE MU
40
Stock Trade
GIGB purchase $8K
Timing
20 days before vote
Trade: Jul 8 → Vote: Jun 18, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought GIGB ($1,001-$15,000) 20 days after voting 'Yes' on Confirmation: Rodney Scott, of Oklahoma, to be Commissioner of U.S. Customs and Border Protection, D
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 Nomination
Voted: Yes
John Boozman sold JPM ($1,001-$15,000) 8 days before voting 'Yes' on Confirmation: David Woll, of Virginia, to be General Counsel of the Department of Housing and Urban
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: Bradley Hansell to be Under Secretary of Defense for Intelligence and Secu
TRADED BEFORE VOTE IVV
Stock Trade
UNH purchase $75K
Timing
26 days before vote
Trade: Feb 25 → Vote: Jan 30, 2026
Vote
On the Motion to Table
Voted: Yes
Markwayne Mullin bought UNH ($50,001-$100,000) 26 days after voting 'Yes' on Motion to Table Lee Amdt. No. 4236
TRADED BEFORE VOTE UNH
40
Stock Trade
MSFT purchase $8K
Timing
21 days before vote
Trade: Mar 30 → Vote: Mar 9, 2026
Vote
On the Cloture Motion
Voted: Yes
John Fetterman bought MSFT ($1,001-$15,000) 21 days after voting 'Yes' on Motion to Invoke Cloture: Lt. Gen. Joshua M. Rudd to be General in the United States Army
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 Booker Amdt. No. 2887
TRADED BEFORE VOTE IEI
40
Stock Trade
LLY purchase $8K
Timing
20 days before vote
Trade: Aug 22 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought LLY ($1,001-$15,000) 20 days after voting 'Yes' on Confirmation: Jason Reding Quinones, of Florida, to be United States Attorney for the Southern Distr
TRADED BEFORE VOTE LLY
40
Stock Trade
MDY sale $8K
Timing
18 days before vote
Trade: Jan 23 → Vote: Jan 5, 2026
Vote
On the Nomination
Voted: Yes
John Boozman sold MDY ($1,001-$15,000) 18 days after voting 'Yes' on Confirmation: Keith Bass, of Texas, to be an Assistant Secretary of Defense
TRADED BEFORE VOTE MDY
40
Stock Trade
GEM purchase $8K
Timing
12 days after vote
Trade: Jan 23 → Vote: Feb 4, 2026
Vote
On the Nomination
Voted: Yes
John Boozman bought GEM ($1,001-$15,000) 12 days before voting 'Yes' on Confirmation: Aaron Christian Peterson, of Alaska, to be United States District Judge for the Distri
GEM
40
Stock Trade
PYPL purchase $8K
Timing
15 days before vote
Trade: Jan 29 → Vote: Jan 14, 2026
Vote
On the Point of Order
Voted: Yes
John Boozman bought PYPL ($1,001-$15,000) 15 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 PYPL
40
Stock Trade
PG sale $8K
Timing
16 days before vote
Trade: Feb 26 → Vote: Feb 10, 2026
Vote
On the Nomination
Voted: Yes
John Boozman sold PG ($1,001-$15,000) 16 days after voting 'Yes' on Confirmation: Daniel E. Burrows, of Colorado, to be an Assistant Attorney General
TRADED BEFORE VOTE PG
40
Stock Trade
AMZN purchase $8K
Timing
20 days before vote
Trade: Apr 30 → Vote: Apr 10, 2025
Vote
On the Cloture Motion
Voted: Yes
Katie Britt bought AMZN ($1,001-$15,000) 20 days after voting 'Yes' on Motion to Invoke Cloture: Mark Meador to be a Federal Trade Commissioner
TRADED BEFORE VOTE AMZN
Stock Trade
HTGC sale $75K
Timing
26 days before vote
Trade: Jan 12 → Vote: Dec 17, 2025
Vote
On Passage
Voted: Yes
Virginia Foxx sold HTGC ($50,001-$100,000) 26 days after voting 'Yes' on On Passage
TRADED BEFORE VOTE HTGC
Stock Trade
TMUS sale $75K
Timing
26 days before vote
Trade: Jan 13 → Vote: Dec 18, 2025
Vote
On Agreeing to the Amendment
Voted: No
Jonathan Jackson sold TMUS ($50,001-$100,000) 26 days after voting 'No' on On Agreeing to the Amendment
TRADED BEFORE VOTE TMUS
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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