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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
LOW sale $8K
Timing
21 days before vote
Trade: May 20 → Vote: Apr 29, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold LOW ($1,001-$15,000) 21 days after voting 'Yes' on Motion to Invoke Cloture: Thomas Barrack to be Ambassador of the United States of America to the Rep
TRADED BEFORE VOTE LOW
40
Stock Trade
PALL sale $8K
Timing
15 days before vote
Trade: Aug 1 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold PALL ($1,001-$15,000) 15 days after voting 'Yes' on Motion to Invoke Cloture: Arielle Roth to be Assistant Secretary of Commerce for Communications and
TRADED BEFORE VOTE PALL
40
Stock Trade
VNQI purchase $8K
Timing
17 days before vote
Trade: Aug 1 → Vote: Jul 15, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought VNQI ($1,001-$15,000) 17 days after voting 'Yes' on Confirmation: Luke Pettit, of the District of Columbia, to be an Assistant Secretary of the Treasury
TRADED BEFORE VOTE VNQI
40
Stock Trade
LLY purchase $8K
Timing
18 days before vote
Trade: Aug 11 → Vote: Jul 24, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought LLY ($1,001-$15,000) 18 days after voting 'Yes' on Confirmation: Matthew Lohmeier, of Arizona, to be Under Secretary of the Air Force
TRADED BEFORE VOTE LLY
40
Stock Trade
MDY sale $8K
Timing
11 days after vote
Trade: Jan 23 → Vote: Feb 3, 2026
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold MDY ($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
MDY
40
Stock Trade
MU sale $8K
Timing
20 days before vote
Trade: Jan 26 → Vote: Jan 6, 2026
Vote
On the Nomination
Voted: Yes
John Boozman sold MU ($1,001-$15,000) 20 days after voting 'Yes' on Confirmation: Sara Bailey, of Texas, to be Director of National Drug Control Policy
TRADED BEFORE VOTE MU
Angus King I ME
40
Stock Trade
META purchase $8K
Timing
21 days before vote
Trade: Jul 21 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: Yes
Angus King bought META ($1,001-$15,000) 21 days after voting 'Yes' on Motion to Waive Section 313(b)(1)(A) of the Congressional Budget Act Re: Kennedy Amdt. No. 2772
TRADED BEFORE VOTE META
Stock Trade
WMT purchase $75K
Timing
26 days before vote
Trade: Jan 13 → Vote: Dec 18, 2025
Vote
On Motion to Recommit
Voted: Yes
Jonathan Jackson bought WMT ($50,001-$100,000) 26 days after voting 'Yes' on On Motion to Recommit
TRADED BEFORE VOTE WMT
Angus King I ME
40
Stock Trade
PWR purchase $8K
Timing
8 days after vote
Trade: Jul 21 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: No
Angus King bought PWR ($1,001-$15,000) 8 days before voting 'No' on Confirmation: Susan Monarez, of Wisconsin, to be Director of the Centers for Disease Control and Pre
PWR
Angus King I ME
40
Stock Trade
TMO sale $8K
Timing
20 days before vote
Trade: Jul 21 → Vote: Jul 1, 2025
Vote
On Passage of the Bill
Voted: No
Angus King sold TMO ($1,001-$15,000) 20 days after voting 'No' on H.R. 1, as Amended
TRADED BEFORE VOTE TMO
Angus King I ME
40
Stock Trade
XOM purchase $8K
Timing
9 days after vote
Trade: Jul 21 → Vote: Jul 30, 2025
Vote
On the Motion to Discharge
Voted: Yes
Angus King bought XOM ($1,001-$15,000) 9 days before voting 'Yes' on Motion to Discharge S. J. Res. 41
XOM
Angus King I ME
40
Stock Trade
BX purchase $8K
Timing
20 days before vote
Trade: Jul 21 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought BX ($1,001-$15,000) 20 days after voting 'Yes' on Warner Amdt. No. 2847
TRADED BEFORE VOTE BX
Angus King I ME
40
Stock Trade
AMAT purchase $8K
Timing
10 days after vote
Trade: Jul 21 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought AMAT ($1,001-$15,000) 10 days before voting 'No' on Motion to Invoke Cloture: Casey Mulligan to be Chief Counsel for Advocacy, Small Business Administra
AMAT
Angus King I ME
40
Stock Trade
AMD purchase $8K
Timing
20 days before vote
Trade: Jul 21 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought AMD ($1,001-$15,000) 20 days after voting 'Yes' on Hirono Amdt. No. 2382
TRADED BEFORE VOTE AMD
Angus King I ME
40
Stock Trade
PYPL purchase $8K
Timing
11 days after vote
Trade: Jul 21 → Vote: Aug 1, 2025
Vote
On the Nomination
Voted: No
Angus King bought PYPL ($1,001-$15,000) 11 days before voting 'No' on Confirmation: Nicholas Kent, of Virginia, to be Under Secretary of Education
PYPL
Angus King I ME
40
Stock Trade
KEX purchase $8K
Timing
11 days after vote
Trade: Jul 21 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought KEX ($1,001-$15,000) 11 days before voting 'Yes' on Duckworth Amdt. No. 3466
KEX
Angus King I ME
40
Stock Trade
ONON purchase $8K
Timing
11 days after vote
Trade: Jul 21 → Vote: Aug 1, 2025
Vote
On Passage of the Bill
Voted: Yes
Angus King bought ONON ($1,001-$15,000) 11 days before voting 'Yes' on H. R. 3944, as amended
ONON
Angus King I ME
40
Stock Trade
BAC purchase $8K
Timing
12 days after vote
Trade: Jul 21 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: No
Angus King bought BAC ($1,001-$15,000) 12 days before voting 'No' on Confirmation: Jeanine Pirro, of New York, to be United States Attorney for the District of Columbia
BAC
Mike Lee R UT
40
Stock Trade
FLL Purchase
Timing
7 days after vote
Trade: Jul 23 → Vote: Jul 30, 2025
Vote
On the Motion to Discharge
Voted: No
Hon. Susie Lee sold FLL 7 days before voting 'No' on Motion to Discharge S. J. Res. 34
FLL
Stock Trade
DUK Purchase
Timing
8 days before vote
Trade: Sep 11 → Vote: Sep 3, 2025
Vote
On Agreeing to the Amendment
Voted: Yes
Hon. Marjorie Taylor Greene sold DUK 8 days after voting 'Yes' on On Agreeing to the Amendment
TRADED BEFORE VOTE DUK
40
Stock Trade
VST Purchase $175K
Timing
30 days before vote
Trade: Jan 16 → Vote: Dec 17, 2025
Vote
On Agreeing to the Resolution
Voted: No
Hon. Nancy Pelosi sold VST ($100,001-$250,000) 30 days after voting 'No' on On Agreeing to the Resolution
TRADED BEFORE VOTE VST
Stock Trade
ICHR Purchase
Timing
14 days before vote
Trade: Aug 5 → Vote: Jul 22, 2025
Vote
On Motion to Suspend the Rules and Pass, as Amended
Voted: Yes
Hon. Debbie Wasserman Schultz sold ICHR 14 days after voting 'Yes' on On Motion to Suspend the Rules and Pass, as Amended
TRADED BEFORE VOTE ICHR
Stock Trade
GD sale $8K
Timing
15 days before vote
Trade: Jul 31 → Vote: Jul 16, 2025
Vote
On the Motion to Recommit
Voted: No
Shelley Moore Capito sold GD ($1,001-$15,000) 15 days after voting 'No' on Schumer Motion to Recommit H.R. 4 to the Committee on Appropriations with Instructions
TRADED BEFORE VOTE GD
Stock Trade
MSFT sale $8K
Timing
12 days after vote
Trade: Jun 18 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
Shelley Moore Capito sold MSFT ($1,001-$15,000) 12 days before voting 'No' on Hassan Motion to Commit H.R. 1 to the Committee on Finance with Instructions
MSFT
Stock Trade
XOM sale $8K
Timing
13 days after vote
Trade: Jun 18 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: Yes
Shelley Moore Capito sold XOM ($1,001-$15,000) 13 days before voting 'Yes' on Graham Amdt. No. 2848
XOM
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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