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STOCK TRADE ↔ VOTE CORRELATIONS
30,326
correlations
719
high-score
44.3
avg score
Home / Stock Trades / Correlations

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

HICKENLOOPER, JOHN W. D CO
55 avg (74)
Markwayne Mullin R OK
50.9 avg (4702)
SMITH, ANDY D MN
49.8 avg (65)
CAPITO, SHELLEY MOORE R WV
48.5 avg (221)
Dave McCormick R PA
47.1 avg (112)
John Boozman R AR
47 avg (9249)
Shelley Moore Capito R WV
46.7 avg (3505)
Angus King I ME
45.6 avg (4257)
PELOSI, NANCY D CA
45.4 avg (100)
Jim Justice R WV
45.3 avg (60)

Most Correlated Tickers

UNH
45.7 avg (896 trades)
MSFT
45.5 avg (774 trades)
NVDA
46.2 avg (705 trades)
GOOGL
47 avg (689 trades)
JPM
47.9 avg (578 trades)
META
45.5 avg (556 trades)
XOM
42.7 avg (454 trades)
AVGO
41.5 avg (413 trades)
GD
48.4 avg (404 trades)
MU
41.2 avg (398 trades)

Correlations (30326 found)

Score Date Amount Timing
50
Stock Trade
EMLP sale $8K
Timing
10 days before vote
Trade: Aug 1 → Vote: Jul 22, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold EMLP ($1,001-$15,000) 10 days after voting 'Yes' on Confirmation: Terrance Cole, of Virginia, to be Administrator of Drug Enforcement
TRADED BEFORE VOTE EMLP
50
Stock Trade
IVV purchase $8K
Timing
4 days after vote
Trade: Jan 23 → Vote: Jan 27, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
John Boozman bought IVV ($1,001-$15,000) 4 days before voting 'Yes' on Motion to Invoke Cloture on the Motion to Proceed to S. 3627
IVV
50
Stock Trade
GOOG purchase $8K
Timing
6 days after vote
Trade: May 15 → Vote: May 21, 2025
Vote
On the Motion
Voted: Yes
John Fetterman bought GOOG ($1,001-$15,000) 6 days before voting 'Yes' on Motion to Recess for Fifteen Minutes
GOOG
Angus King I ME
50
Stock Trade
ONON sale $8K
Timing
9 days before vote
Trade: Feb 13 → Vote: Feb 4, 2026
Vote
On the Cloture Motion
Voted: No
Angus King sold ONON ($1,001-$15,000) 9 days after voting 'No' on Motion to Invoke Cloture: Megan Blair Benton to be U.S. District Judge for the Western District of M
TRADED BEFORE VOTE ONON
Angus King I ME
50
Stock Trade
PYPL purchase $8K
Timing
7 days after vote
Trade: Jul 21 → Vote: Jul 28, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought PYPL ($1,001-$15,000) 7 days before voting 'No' on Motion to Invoke Cloture: David Wright to be a Member of the Nuclear Regulatory Commission
PYPL
Angus King I ME
50
Stock Trade
MRVL purchase $8K
Timing
13 days before vote
Trade: Jul 21 → Vote: Jul 8, 2025
Vote
On the Cloture Motion
Voted: Yes
Angus King bought MRVL ($1,001-$15,000) 13 days after voting 'Yes' on Motion to Invoke Cloture: Preston Griffith to be Under Secretary of Energy
TRADED BEFORE VOTE MRVL
50
Stock Trade
GOOGL purchase $8K
Timing
13 days before vote
Trade: Jul 29 → Vote: Jul 16, 2025
Vote
On the Motion to Recommit
Voted: No
Shelley Moore Capito bought GOOGL ($1,001-$15,000) 13 days after voting 'No' on Hirono Motion to Recommit to the Committee on Appropriations with Instructions
TRADED BEFORE VOTE GOOGL
50
Stock Trade
FBIN sale $8K
Timing
11 days before vote
Trade: May 30 → Vote: May 19, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold FBIN ($1,001-$15,000) 11 days after voting 'Yes' on Motion to Invoke Cloture: Charles Kushner to be Ambassador of the United States of America to the Fr
TRADED BEFORE VOTE FBIN
50
Stock Trade
MU sale $8K
Timing
14 days before vote
Trade: Jul 1 → Vote: Jun 17, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold MU ($1,001-$15,000) 14 days after voting 'Yes' on Motion to Invoke Cloture: Olivia Trusty to be a Member of the Federal Communications Commission
TRADED BEFORE VOTE MU
50
Stock Trade
JPM sale $8K
Timing
7 days after vote
Trade: Jul 24 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold JPM ($1,001-$15,000) 7 days before voting 'Yes' on Motion to Invoke Cloture: Andrea Lucas to be a Member of the Equal Employment Opportunity Commission
JPM
50
Stock Trade
GE purchase $8K
Timing
8 days before vote
Trade: Jul 31 → Vote: Jul 23, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought GE ($1,001-$15,000) 8 days after voting 'Yes' on Confirmation: John Hurley, of California, to be Under Secretary for Terrorism and Financial Crimes
TRADED BEFORE VOTE GE
50
Stock Trade
EMLP sale $8K
Timing
10 days before vote
Trade: Aug 1 → Vote: Jul 22, 2025
Vote
On Cloture on the Motion to Proceed
Voted: Yes
John Boozman sold EMLP ($1,001-$15,000) 10 days after voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 3944
TRADED BEFORE VOTE EMLP
50
Stock Trade
IVV purchase $8K
Timing
6 days after vote
Trade: Jan 23 → Vote: Jan 29, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
John Boozman bought IVV ($1,001-$15,000) 6 days before voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 7148
IVV
50
Stock Trade
GOOG purchase $8K
Timing
6 days after vote
Trade: May 15 → Vote: May 21, 2025
Vote
On the Motion
Voted: Yes
John Fetterman bought GOOG ($1,001-$15,000) 6 days before voting 'Yes' on Motion to Recess for Thirty Minutes
GOOG
Angus King I ME
50
Stock Trade
ONON sale $8K
Timing
9 days before vote
Trade: Feb 13 → Vote: Feb 4, 2026
Vote
On the Nomination
Voted: No
Angus King sold ONON ($1,001-$15,000) 9 days after voting 'No' on Confirmation: Aaron Christian Peterson, of Alaska, to be United States District Judge for the Distri
TRADED BEFORE VOTE ONON
Angus King I ME
50
Stock Trade
MRVL purchase $8K
Timing
12 days before vote
Trade: Jul 21 → Vote: Jul 9, 2025
Vote
On the Nomination
Voted: No
Angus King bought MRVL ($1,001-$15,000) 12 days after voting 'No' on Confirmation: William Briggs, of Texas, to be Deputy Administrator of the Small Business Administrat
TRADED BEFORE VOTE MRVL
50
Stock Trade
GOOGL purchase $8K
Timing
13 days before vote
Trade: Jul 29 → Vote: Jul 16, 2025
Vote
On the Motion to Recommit
Voted: No
Shelley Moore Capito bought GOOGL ($1,001-$15,000) 13 days after voting 'No' on Gallego Motion to Recommit to the Committee on Appropriations with Instructions
TRADED BEFORE VOTE GOOGL
50
Stock Trade
AAPL sale $8K
Timing
15 days after vote
Trade: Jul 18 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito sold AAPL ($1,001-$15,000) 15 days before voting 'Yes' on Confirmation: Sean Cairncross, of Minnesota, to be National Cyber Director
AAPL
50
Stock Trade
FBIN sale $8K
Timing
9 days before vote
Trade: May 30 → Vote: May 21, 2025
Vote
On the Joint Resolution
Voted: Yes
John Boozman sold FBIN ($1,001-$15,000) 9 days after voting 'Yes' on S.J.Res. 55
TRADED BEFORE VOTE FBIN
50
Stock Trade
MU sale $8K
Timing
13 days before vote
Trade: Jul 1 → Vote: Jun 18, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold MU ($1,001-$15,000) 13 days after voting 'Yes' on Confirmation: Rodney Scott, of Oklahoma, to be Commissioner of U.S. Customs and Border Protection, D
TRADED BEFORE VOTE MU
50
Stock Trade
GE purchase $8K
Timing
8 days before vote
Trade: Jul 31 → Vote: Jul 23, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought GE ($1,001-$15,000) 8 days after voting 'Yes' on Confirmation: Arielle Roth, of the District of Columbia, to be Assistant Secretary of Communications
TRADED BEFORE VOTE GE
50
Stock Trade
EMLP sale $8K
Timing
10 days before vote
Trade: Aug 1 → Vote: Jul 22, 2025
Vote
On the Motion to Proceed
Voted: Yes
John Boozman sold EMLP ($1,001-$15,000) 10 days after voting 'Yes' on Motion to Proceed to Executive Session to consider Emil J. Bove III
TRADED BEFORE VOTE EMLP
50
Stock Trade
RNWGX purchase $8K
Timing
11 days before vote
Trade: Aug 1 → Vote: Jul 21, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought RNWGX ($1,001-$15,000) 11 days after voting 'Yes' on Motion to Invoke Cloture: Terrance Cole to be Administrator of Drug Enforcement
TRADED BEFORE VOTE RNWGX
50
Stock Trade
IVV purchase $8K
Timing
7 days after vote
Trade: Jan 23 → Vote: Jan 30, 2026
Vote
On Passage of the Bill
Voted: Yes
John Boozman bought IVV ($1,001-$15,000) 7 days before voting 'Yes' on H.R. 7148, as Amended
IVV
50
Stock Trade
GOOG purchase $8K
Timing
6 days after vote
Trade: May 15 → Vote: May 21, 2025
Vote
On the Motion
Voted: Yes
John Fetterman bought GOOG ($1,001-$15,000) 6 days before voting 'Yes' on Motion to Recess for 60 Minutes
GOOG
Explore More Data
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Exposed
Highest-scoring suspicious correlations
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Votes
Roll call votes and voting records
🏛️
Politicians
Browse all tracked members of Congress
🔗
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Epstein-linked figures × FEC donation records
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Committees
Congressional committee assignments
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Lobbying
Lobbying filings and influence spending
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48%
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