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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)

40
Stock Trade
GIGB purchase $8K
Timing
20 days before vote
Trade: Jul 8 → Vote: Jun 18, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought GIGB ($1,001-$15,000) 20 days after voting 'Yes' on Motion to Invoke Cloture: Rodney Scott to be Commissioner of U.S. Customs and Border Protection, Dep
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 Mullin Amdt. No. 3412
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: Cristian M. Stevens to be U.S. District Judge for the Eastern District of
TRADED BEFORE VOTE IVV
Stock Trade
UNH purchase $75K
Timing
23 days before vote
Trade: Feb 25 → Vote: Feb 2, 2026
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought UNH ($50,001-$100,000) 23 days after voting 'Yes' on Motion to Invoke Cloture: David Clay Fowlkes to be United States District Judge for the Western Dist
TRADED BEFORE VOTE UNH
40
Stock Trade
MSFT purchase $8K
Timing
20 days before vote
Trade: Mar 30 → Vote: Mar 10, 2026
Vote
On the Nomination
Voted: Yes
John Fetterman bought MSFT ($1,001-$15,000) 20 days after voting 'Yes' on Confirmation: 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 Schiff Amdt. No. 2862
TRADED BEFORE VOTE IEI
40
Stock Trade
LLY purchase $8K
Timing
21 days before vote
Trade: Aug 11 → Vote: Jul 21, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought LLY ($1,001-$15,000) 21 days after voting 'Yes' on Motion to Invoke Cloture: Terrance Cole to be Administrator of Drug Enforcement
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 Nomination
Voted: Yes
John Boozman bought LLY ($1,001-$15,000) 20 days after voting 'Yes' on Confirmation: Brian Burch, of Illinois, to be Ambassador of the United States of America to the Holy
TRADED BEFORE VOTE LLY
40
Stock Trade
MDY sale $8K
Timing
17 days before vote
Trade: Jan 23 → Vote: Jan 6, 2026
Vote
On the Nomination
Voted: Yes
John Boozman sold MDY ($1,001-$15,000) 17 days after voting 'Yes' on Confirmation: Joshua Simmons, of Virginia, to be General Counsel of the Central Intelligence Agency
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 Cloture Motion
Voted: Yes
John Boozman bought GEM ($1,001-$15,000) 13 days before voting 'Yes' on Motion to Invoke Cloture: Justin R. Olson to be U.S. District Judge for the Southern District of Ind
GEM
40
Stock Trade
IVV purchase $8K
Timing
10 days after vote
Trade: Jan 23 → Vote: Feb 2, 2026
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought IVV ($1,001-$15,000) 10 days before voting 'Yes' on Motion to Invoke Cloture: David Clay Fowlkes to be United States District Judge for the Western Dist
IVV
40
Stock Trade
AMZN purchase $8K
Timing
19 days before vote
Trade: Apr 30 → Vote: Apr 11, 2025
Vote
On the Cloture Motion
Voted: Yes
Katie Britt bought AMZN ($1,001-$15,000) 19 days after voting 'Yes' on Motion to Invoke Cloture: Lt. Gen. John D. Caine (Retired) to be General and Chairman of the Joint C
TRADED BEFORE VOTE AMZN
Stock Trade
HTGC sale $75K
Timing
25 days before vote
Trade: Jan 12 → Vote: Dec 18, 2025
Vote
On Passage
Voted: Yes
Virginia Foxx sold HTGC ($50,001-$100,000) 25 days after voting 'Yes' on On Passage
TRADED BEFORE VOTE HTGC
Stock Trade
WMT purchase $75K
Timing
29 days before vote
Trade: Jan 13 → Vote: Dec 15, 2025
Vote
On Motion to Suspend the Rules and Pass
Voted: Yes
Jonathan Jackson bought WMT ($50,001-$100,000) 29 days after voting 'Yes' on On Motion to Suspend the Rules and Pass
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 Blumenthal Motion to Commit H.R. 1 to the Committee on Armed Services with Instructions
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 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: Emil Bove III, of Pennsylvania, to be United States Circuit Judge for the Third Circui
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. 2414
TRADED BEFORE VOTE AMD
Angus King I ME
40
Stock Trade
PYPL purchase $8K
Timing
9 days after vote
Trade: Jul 21 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought PYPL ($1,001-$15,000) 9 days before voting 'No' on Motion to Invoke Cloture: Matthew Kozma to be Under Secretary for Intelligence and Analysis, Departm
PYPL
Angus King I ME
40
Stock Trade
NVDA purchase $8K
Timing
20 days before vote
Trade: Jul 21 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: No
Angus King bought NVDA ($1,001-$15,000) 20 days after voting 'No' on Graham Amdt. No. 2848
TRADED BEFORE VOTE NVDA
Angus King I ME
40
Stock Trade
KEX purchase $8K
Timing
9 days after vote
Trade: Jul 21 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought KEX ($1,001-$15,000) 9 days before voting 'No' on Motion to Invoke Cloture: Thomas Gaiser to be an Assistant Attorney General
KEX
Angus King I ME
40
Stock Trade
JPM purchase $8K
Timing
20 days before vote
Trade: Jul 21 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought JPM ($1,001-$15,000) 20 days after voting 'Yes' on Sanders Amdt. No. 2435
TRADED BEFORE VOTE JPM
Angus King I ME
40
Stock Trade
ONON purchase $8K
Timing
10 days after vote
Trade: Jul 21 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
Angus King bought ONON ($1,001-$15,000) 10 days before voting 'Yes' on Confirmation: Gadyaces Serralta, of Florida, to be Director of the United States Marshals Service
ONON
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 Amendment
Voted: No
Angus King bought BAC ($1,001-$15,000) 11 days before voting 'No' on Johnson Amdt. No. 3428
BAC
40
Stock Trade
OGN sale $8K
Timing
16 days before vote
Trade: Jul 10 → Vote: Jun 24, 2025
Vote
On the Nomination
Voted: No
Gary Peters sold OGN ($1,001-$15,000) 16 days after voting 'No' on Confirmation: Daniel Zimmerman, of North Carolina, to be an Assistant Secretary of Defense
TRADED BEFORE VOTE OGN
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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