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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
VEA sale $8K
Timing
9 days before vote
Trade: Aug 1 → Vote: Jul 23, 2025
Vote
On the Motion to Proceed
Voted: Yes
John Boozman sold VEA ($1,001-$15,000) 9 days after voting 'Yes' on Motion to Proceed to H.R. 3944
TRADED BEFORE VOTE VEA
50
Stock Trade
WWSYX purchase $8K
Timing
9 days before vote
Trade: Aug 1 → Vote: Jul 23, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought WWSYX ($1,001-$15,000) 9 days after voting 'Yes' on Motion to Invoke Cloture: Matthew Lohmeier to be Under Secretary of the Air Force
TRADED BEFORE VOTE WWSYX
50
Stock Trade
MBB purchase $8K
Timing
7 days after vote
Trade: Jan 23 → Vote: Jan 30, 2026
Vote
On the Motion to Table
Voted: Yes
John Boozman bought MBB ($1,001-$15,000) 7 days before voting 'Yes' on Motion to Table Lee Amdt. No. 4236
MBB
Stock Trade
VZ sale $8K
Timing
11 days before vote
Trade: Feb 23 → Vote: Feb 12, 2026
Vote
On the Joint Resolution
Voted: No
Sheldon Whitehouse sold VZ ($1,001-$15,000) 11 days after voting 'No' on H. J. Res. 142
TRADED BEFORE VOTE VZ
50
Stock Trade
GOOG Purchase
Timing
4 days before vote
Trade: Jun 16 → Vote: Jun 12, 2025
Vote
On Motion to Adjourn
Voted: No
Hon. Scott Scott Franklin sold GOOG 4 days after voting 'No' on On Motion to Adjourn
TRADED BEFORE VOTE GOOG
Stock Trade
PPG sale $8K
Timing
13 days before vote
Trade: Jul 30 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold PPG ($1,001-$15,000) 13 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 PPG
Stock Trade
BLK sale $8K
Timing
13 days before vote
Trade: Aug 4 → Vote: Jul 22, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito sold BLK ($1,001-$15,000) 13 days after voting 'Yes' on Confirmation: Aaron Lukas, of Arkansas, to be Principal Deputy Director of National Intelligence
TRADED BEFORE VOTE BLK
50
Stock Trade
AMZN purchase $8K
Timing
10 days before vote
Trade: May 16 → Vote: May 6, 2025
Vote
On the Motion to Proceed
Voted: Yes
John Boozman bought AMZN ($1,001-$15,000) 10 days after voting 'Yes' on Motion to proceed to S.J. Res. 13
TRADED BEFORE VOTE AMZN
50
Stock Trade
HYG sale $8K
Timing
8 days before vote
Trade: Jul 8 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
John Boozman sold HYG ($1,001-$15,000) 8 days after voting 'No' on Motion to Waive Section 302(F) of the CBA Re: Murray Amdt. No. 2771
TRADED BEFORE VOTE HYG
Stock Trade
CVX purchase $75K
Timing
15 days before vote
Trade: May 13 → Vote: Apr 28, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought CVX ($50,001-$100,000) 15 days after voting 'Yes' on Motion to Invoke Cloture: David Perdue to be Ambassador Extraordinary and Plenipotentiary of the U.S
TRADED BEFORE VOTE CVX
50
Stock Trade
VEA sale $8K
Timing
8 days before vote
Trade: Aug 1 → Vote: Jul 24, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold VEA ($1,001-$15,000) 8 days after voting 'Yes' on Motion to Invoke Cloture: Emil J. Bove III to be U.S. Circuit Judge for the Third Circuit
TRADED BEFORE VOTE VEA
50
Stock Trade
WWSYX purchase $8K
Timing
9 days before vote
Trade: Aug 1 → Vote: Jul 23, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought WWSYX ($1,001-$15,000) 9 days after voting 'Yes' on Confirmation: Aaron Szabo, of Virginia, to be an Assistant Administrator of the Environmental Protec
TRADED BEFORE VOTE WWSYX
50
Stock Trade
MBB purchase $8K
Timing
7 days after vote
Trade: Jan 23 → Vote: Jan 30, 2026
Vote
On the Amendment
Voted: No
John Boozman bought MBB ($1,001-$15,000) 7 days before voting 'No' on Paul Amdt. No. 4272
MBB
50
Stock Trade
FISV sale $8K
Timing
14 days before vote
Trade: Jan 29 → Vote: Jan 15, 2026
Vote
On Passage of the Bill
Voted: Yes
John Boozman sold FISV ($1,001-$15,000) 14 days after voting 'Yes' on H.R. 6938
TRADED BEFORE VOTE FISV
Angus King I ME
50
Stock Trade
LOW purchase $8K
Timing
7 days after vote
Trade: Jul 21 → Vote: Jul 28, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought LOW ($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
LOW
50
Stock Trade
GOOG Purchase
Timing
4 days before vote
Trade: Jun 16 → Vote: Jun 12, 2025
Vote
On Passage
Voted: Yes
Hon. Scott Scott Franklin sold GOOG 4 days after voting 'Yes' on On Passage
TRADED BEFORE VOTE GOOG
Stock Trade
PPG sale $8K
Timing
13 days before vote
Trade: Jul 30 → Vote: Jul 17, 2025
Vote
On the Amendment
Voted: Yes
Shelley Moore Capito sold PPG ($1,001-$15,000) 13 days after voting 'Yes' on Schmitt Admt. No. 2853
TRADED BEFORE VOTE PPG
Stock Trade
BLK sale $8K
Timing
13 days before vote
Trade: Aug 4 → Vote: Jul 22, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito sold BLK ($1,001-$15,000) 13 days after voting 'Yes' on Confirmation: Cristian M. Stevens, of Missouri, to be United States District Judge for the Eastern D
TRADED BEFORE VOTE BLK
50
Stock Trade
AMZN purchase $8K
Timing
9 days before vote
Trade: May 16 → Vote: May 7, 2025
Vote
On the Joint Resolution
Voted: Yes
John Boozman bought AMZN ($1,001-$15,000) 9 days after voting 'Yes' on S.J. Res. 13
TRADED BEFORE VOTE AMZN
50
Stock Trade
HYG sale $8K
Timing
8 days before vote
Trade: Jul 8 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
John Boozman sold HYG ($1,001-$15,000) 8 days after voting 'No' on Motion to Waive Section 313(b)(1)(D) of the Congressional Budget Act Re: Merkley Amdt. No. 2446
TRADED BEFORE VOTE HYG
Stock Trade
AMZN purchase $175K
Timing
8 days after vote
Trade: Dec 29 → Vote: Jan 6, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought AMZN ($100,001-$250,000) 8 days before voting 'Yes' on Confirmation: Sara Bailey, of Texas, to be Director of National Drug Control Policy
AMZN
50
Stock Trade
VEA sale $8K
Timing
8 days before vote
Trade: Aug 1 → Vote: Jul 24, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold VEA ($1,001-$15,000) 8 days after voting 'Yes' on Confirmation: Richard Topping, of Ohio, to be Chief Financial Officer, Department of Veterans Affair
TRADED BEFORE VOTE VEA
50
Stock Trade
WWSYX purchase $8K
Timing
9 days before vote
Trade: Aug 1 → Vote: Jul 23, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought WWSYX ($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 WWSYX
50
Stock Trade
FISV sale $8K
Timing
14 days before vote
Trade: Jan 29 → Vote: Jan 15, 2026
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold FISV ($1,001-$15,000) 14 days after voting 'Yes' on Motion to Invoke Cloture: H.R. 6938
TRADED BEFORE VOTE FISV
Angus King I ME
50
Stock Trade
LOW purchase $8K
Timing
7 days after vote
Trade: Jul 21 → Vote: Jul 28, 2025
Vote
On the Nomination
Voted: No
Angus King bought LOW ($1,001-$15,000) 7 days before voting 'No' on Confirmation: David Wright, of South Carolina, to be a Member of the Nuclear Regulatory Commission
LOW
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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