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STOCK TRADE ↔ VOTE CORRELATIONS
30,326
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.

30,326
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 (9249)
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)
45.5 avg (774 trades)
46.2 avg (705 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 (30326 found)

50
Stock Trade
EMB purchase $8K
Timing
4 days after vote
Trade: Feb 6 → Vote: Feb 10, 2026
Vote
On the Motion to Proceed
Voted: No
John Boozman bought EMB ($1,001-$15,000) 4 days before voting 'No' on Motion to Proceed to S. J. Res. 95
EMB
50
Stock Trade
MSFT purchase $8K
Timing
14 days before vote
Trade: Feb 13 → Vote: Jan 30, 2026
Vote
On the Amendment
Voted: No
John Boozman bought MSFT ($1,001-$15,000) 14 days after voting 'No' on Sanders Amdt. No. 4290
TRADED BEFORE VOTE MSFT
Angus King I ME
50
Stock Trade
META sale $8K
Timing
14 days before vote
Trade: Feb 13 → Vote: Jan 30, 2026
Vote
On the Motion
Voted: Yes
Angus King sold META ($1,001-$15,000) 14 days after voting 'Yes' on Motion to Waive All Applicable Budgetary Discipline Re: Merkley Amdt. No. 4287
TRADED BEFORE VOTE META
Stock Trade
CMG sale $175K
Timing
21 days before vote
Trade: Jun 12 → Vote: May 22, 2025
Vote
On the Joint Resolution
Voted: No
John Hickenlooper sold CMG ($100,001-$250,000) 21 days after voting 'No' on H.J.Res. 87
TRADED BEFORE VOTE CMG
Stock Trade
GOOGL purchase $8K
Timing
8 days before vote
Trade: May 8 → Vote: Apr 30, 2025
Vote
On the Motion to Proceed
Voted: Yes
Shelley Moore Capito bought GOOGL ($1,001-$15,000) 8 days after voting 'Yes' on Motion to Proceed to S.J.Res. 31
TRADED BEFORE VOTE GOOGL
Stock Trade
META purchase $8K
Timing
4 days after vote
Trade: Jul 29 → Vote: Aug 2, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito bought META ($1,001-$15,000) 4 days before voting 'Yes' on Motion to Invoke Cloture: Luke Lindberg to be Under Secretary of Agriculture for Trade and Foreign A
META
Stock Trade
GD sale $8K
Timing
14 days before vote
Trade: Jul 31 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold GD ($1,001-$15,000) 14 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 GD
Stock Trade
BLK sale $8K
Timing
11 days before vote
Trade: Aug 4 → Vote: Jul 24, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold BLK ($1,001-$15,000) 11 days after voting 'Yes' on Motion to Invoke Cloture: Richard Topping to be Chief Financial Officer, Department of Veterans Affa
TRADED BEFORE VOTE BLK
Stock Trade
PAYX sale $8K
Timing
5 days after vote
Trade: Feb 20 → Vote: Feb 25, 2026
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold PAYX ($1,001-$15,000) 5 days before voting 'Yes' on Motion to Invoke Cloture: John DeLeeuw to be a Member of the National Transportation Safety Board
PAYX
50
Stock Trade
GOOGL purchase $8K
Timing
12 days before vote
Trade: May 20 → Vote: May 8, 2025
Vote
On the Joint Resolution
Voted: Yes
John Boozman bought GOOGL ($1,001-$15,000) 12 days after voting 'Yes' on S.J. Res. 7
TRADED BEFORE VOTE GOOGL
50
Stock Trade
UNH sale $8K
Timing
6 days after vote
Trade: Jun 11 → Vote: Jun 17, 2025
Vote
On Passage of the Bill
Voted: Yes
John Boozman sold UNH ($1,001-$15,000) 6 days before voting 'Yes' on S. 1582, As Amended
UNH
50
Stock Trade
TBLL purchase $8K
Timing
6 days after vote
Trade: Jun 11 → Vote: Jun 17, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought TBLL ($1,001-$15,000) 6 days before voting 'Yes' on Motion to Invoke Cloture: Olivia Trusty to be a Member of the Federal Communications Commission
TBLL
50
Stock Trade
EFA sale $8K
Timing
9 days before vote
Trade: Aug 1 → Vote: Jul 23, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold EFA ($1,001-$15,000) 9 days after voting 'Yes' on Motion to Invoke Cloture: Aaron Szabo to be an Assistant Administrator of the Environmental Protecti
TRADED BEFORE VOTE EFA
50
Stock Trade
AGZ purchase $8K
Timing
10 days before vote
Trade: Aug 1 → Vote: Jul 22, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought AGZ ($1,001-$15,000) 10 days after voting 'Yes' on Confirmation: Cristian M. Stevens, of Missouri, to be United States District Judge for the Eastern D
TRADED BEFORE VOTE AGZ
50
Stock Trade
IWM sale $8K
Timing
7 days after vote
Trade: Jan 23 → Vote: Jan 30, 2026
Vote
On the Motion to Table
Voted: Yes
John Boozman sold IWM ($1,001-$15,000) 7 days before voting 'Yes' on Motion to Table Lee Amdt. No. 4234
IWM
50
Stock Trade
TBLL purchase $8K
Timing
10 days before vote
Trade: Jan 23 → Vote: Jan 13, 2026
Vote
On the Motion to Proceed
Voted: No
John Boozman bought TBLL ($1,001-$15,000) 10 days after voting 'No' on Motion to Proceed to S.J. Res. 84
TRADED BEFORE VOTE TBLL
50
Stock Trade
FISV sale $8K
Timing
6 days after vote
Trade: Jan 29 → Vote: Feb 4, 2026
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold FISV ($1,001-$15,000) 6 days before voting 'Yes' on Motion to Invoke Cloture: Brian Charles Lea to be U.S. District Judge for the Western District of Te
FISV
50
Stock Trade
EMB purchase $8K
Timing
4 days after vote
Trade: Feb 6 → Vote: Feb 10, 2026
Vote
On the Nomination
Voted: Yes
John Boozman bought EMB ($1,001-$15,000) 4 days before voting 'Yes' on Confirmation: Daniel E. Burrows, of Colorado, to be an Assistant Attorney General
EMB
50
Stock Trade
MSFT purchase $8K
Timing
14 days before vote
Trade: Feb 13 → Vote: Jan 30, 2026
Vote
On the Motion to Table
Voted: Yes
John Boozman bought MSFT ($1,001-$15,000) 14 days after voting 'Yes' on Motion to Table Lee Amdt. No. 4286
TRADED BEFORE VOTE MSFT
Angus King I ME
50
Stock Trade
META sale $8K
Timing
14 days before vote
Trade: Feb 13 → Vote: Jan 30, 2026
Vote
On the Amendment
Voted: Yes
Angus King sold META ($1,001-$15,000) 14 days after voting 'Yes' on Sanders Amdt. No. 4290
TRADED BEFORE VOTE META
Angus King I ME
50
Stock Trade
MSFT purchase $8K
Timing
7 days after vote
Trade: Jul 21 → Vote: Jul 28, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought MSFT ($1,001-$15,000) 7 days before voting 'No' on Motion to Invoke Cloture: Earl Matthews to be General Counsel of the Department of Defense
MSFT
Stock Trade
CMG sale $175K
Timing
21 days before vote
Trade: Jun 12 → Vote: May 22, 2025
Vote
On the Motion to Proceed
Voted: No
John Hickenlooper sold CMG ($100,001-$250,000) 21 days after voting 'No' on Motion to Proceed to H.J. Res. 87
TRADED BEFORE VOTE CMG
Stock Trade
META purchase $8K
Timing
4 days after vote
Trade: Jul 29 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito bought META ($1,001-$15,000) 4 days before voting 'Yes' on Confirmation: Jeanine Pirro, of New York, to be United States Attorney for the District of Columbia
META
Stock Trade
GD sale $8K
Timing
14 days before vote
Trade: Jul 31 → Vote: Jul 17, 2025
Vote
On the Amendment
Voted: Yes
Shelley Moore Capito sold GD ($1,001-$15,000) 14 days after voting 'Yes' on Schmitt Admt. No. 2853
TRADED BEFORE VOTE GD
Stock Trade
BLK sale $8K
Timing
11 days before vote
Trade: Aug 4 → Vote: Jul 24, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito sold BLK ($1,001-$15,000) 11 days after voting 'Yes' on Confirmation: Matthew Lohmeier, of Arizona, to be Under Secretary of the Air Force
TRADED BEFORE VOTE BLK
Explore More Data
🗳️
Votes
Roll call votes and voting records
💰
Money Trail
Follow the money from donors to politicians
🕸️
Connect The Dots
Interactive graph: Epstein figures → donors → politicians
🏆
Top Donors
Biggest spenders in American politics
📅
Timeline
Epstein events overlaid with political donation activity
📊
Leaderboard
Politicians ranked by corruption score
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