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STOCK TRADE ↔ VOTE CORRELATIONS
30,490
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.

30,490
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 (9413)
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
45.4 avg (807 trades)
NVDA
46.1 avg (721 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 (30490 found)

Score Date Amount Timing
50
Stock Trade
WFC purchase $8K
Timing
11 days before vote
Trade: Jun 1 → Vote: May 21, 2025
Vote
On the Motion to Proceed
Voted: Yes
A. Mitchell Jr. McConnell bought WFC ($1,001-$15,000) 11 days after voting 'Yes' on Motion to Proceed to S. 1582
TRADED BEFORE VOTE WFC
50
Stock Trade
GOOGL purchase $175K
Timing
9 days after vote
Trade: Dec 29 → Vote: Jan 7, 2026
Vote
On the Motion to Proceed
Voted: No
Markwayne Mullin bought GOOGL ($100,001-$250,000) 9 days before voting 'No' on Motion to Proceed to S.J.Res. 86
GOOGL
50
Stock Trade
AZO sale $75K
Timing
20 days before vote
Trade: Feb 25 → Vote: Feb 5, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin sold AZO ($50,001-$100,000) 20 days after voting 'Yes' on Confirmation: Justin R. Olson, of Indiana, to be U.S. District Judge for the Southern District of In
TRADED BEFORE VOTE AZO
50
Stock Trade
MSFT purchase $8K
Timing
8 days before vote
Trade: Mar 5 → Vote: Feb 25, 2026
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought MSFT ($1,001-$15,000) 8 days after voting 'Yes' on Motion to Invoke Cloture: John DeLeeuw to be a Member of the National Transportation Safety Board
TRADED BEFORE VOTE MSFT
50
Stock Trade
CB sale $8K
Timing
7 days after vote
Trade: Jul 17 → Vote: Jul 24, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold CB ($1,001-$15,000) 7 days before voting 'Yes' on Motion to Invoke Cloture: Emil J. Bove III to be U.S. Circuit Judge for the Third Circuit
CB
50
Stock Trade
MSFT sale $8K
Timing
5 days after vote
Trade: Jul 18 → Vote: Jul 23, 2025
Vote
On the Motion to Proceed
Voted: Yes
Shelley Moore Capito sold MSFT ($1,001-$15,000) 5 days before voting 'Yes' on Motion to Proceed to H.R. 3944
MSFT
50
Stock Trade
META purchase $8K
Timing
5 days after vote
Trade: May 16 → Vote: May 21, 2025
Vote
On the Motion to Proceed
Voted: Yes
John Boozman bought META ($1,001-$15,000) 5 days before voting 'Yes' on Motion to Proceed to S.J.Res. 55
META
50
Stock Trade
DTE sale $8K
Timing
12 days before vote
Trade: May 20 → Vote: May 8, 2025
Vote
On the Joint Resolution
Voted: Yes
John Boozman sold DTE ($1,001-$15,000) 12 days after voting 'Yes' on S.J. Res. 7
TRADED BEFORE VOTE DTE
50
Stock Trade
WMT purchase $8K
Timing
8 days before vote
Trade: Jul 31 → Vote: Jul 23, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought WMT ($1,001-$15,000) 8 days after voting 'Yes' on Motion to Invoke Cloture: Aaron Szabo to be an Assistant Administrator of the Environmental Protecti
TRADED BEFORE VOTE WMT
50
Stock Trade
EMRZX sale $8K
Timing
9 days before vote
Trade: Aug 1 → Vote: Jul 23, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold EMRZX ($1,001-$15,000) 9 days after voting 'Yes' on Confirmation: John Hurley, of California, to be Under Secretary for Terrorism and Financial Crimes
TRADED BEFORE VOTE EMRZX
50
Stock Trade
MSFT purchase $175K
Timing
8 days after vote
Trade: Dec 29 → Vote: Jan 6, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought MSFT ($100,001-$250,000) 8 days before voting 'Yes' on Confirmation: Joshua Simmons, of Virginia, to be General Counsel of the Central Intelligence Agency
MSFT
50
Stock Trade
GIGB 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 GIGB ($1,001-$15,000) 10 days after voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 3944
TRADED BEFORE VOTE GIGB
50
Stock Trade
PPLT sale $8K
Timing
10 days before vote
Trade: Jan 23 → Vote: Jan 13, 2026
Vote
On the Motion to Proceed
Voted: No
John Boozman sold PPLT ($1,001-$15,000) 10 days after voting 'No' on Motion to Proceed to S.J. Res. 84
TRADED BEFORE VOTE PPLT
50
Stock Trade
GOOGL sale $8K
Timing
30 days before vote
Trade: Jan 16 → Vote: Dec 17, 2025
Vote
On Ordering the Previous Question
Voted: Yes
David J. Taylor sold GOOGL ($1,001-$15,000) 30 days after voting 'Yes' on On Ordering the Previous Question
TRADED BEFORE VOTE GOOGL
Angus King I ME
50
Stock Trade
MSFT purchase $8K
Timing
12 days before vote
Trade: Jul 21 → Vote: Jul 9, 2025
Vote
On the Nomination
Voted: Yes
Angus King bought MSFT ($1,001-$15,000) 12 days after voting 'Yes' on Confirmation: Preston Griffith, of Virginia, to be Under Secretary of Energy
TRADED BEFORE VOTE MSFT
50
Stock Trade
GOOGL purchase $175K
Timing
10 days after vote
Trade: Dec 29 → Vote: Jan 8, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought GOOGL ($100,001-$250,000) 10 days before voting 'Yes' on Confirmation: Alexander C. Van Hook, of Louisiana, to be U.S. District Judge for the Western Distric
GOOGL
50
Stock Trade
AZO sale $75K
Timing
20 days before vote
Trade: Feb 25 → Vote: Feb 5, 2026
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin sold AZO ($50,001-$100,000) 20 days after voting 'Yes' on Motion to Invoke Cloture: Justin R. Olson to be U.S. District Judge for the Southern District of Ind
TRADED BEFORE VOTE AZO
50
Stock Trade
CB sale $8K
Timing
7 days after vote
Trade: Jul 17 → Vote: Jul 24, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito sold CB ($1,001-$15,000) 7 days before voting 'Yes' on Confirmation: Richard Topping, of Ohio, to be Chief Financial Officer, Department of Veterans Affair
CB
50
Stock Trade
MSFT sale $8K
Timing
6 days after vote
Trade: Jul 18 → Vote: Jul 24, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold MSFT ($1,001-$15,000) 6 days before voting 'Yes' on Motion to Invoke Cloture: Emil J. Bove III to be U.S. Circuit Judge for the Third Circuit
MSFT
50
Stock Trade
META purchase $8K
Timing
5 days after vote
Trade: May 16 → Vote: May 21, 2025
Vote
On the Motion to Proceed
Voted: Yes
John Boozman bought META ($1,001-$15,000) 5 days before voting 'Yes' on Motion to Proceed to S. 1582
META
50
Stock Trade
DTE sale $8K
Timing
8 days before vote
Trade: May 20 → Vote: May 12, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold DTE ($1,001-$15,000) 8 days after voting 'Yes' on Motion to Invoke Cloture: Reed Rubinstein to be Legal Adviser of the Department of State
TRADED BEFORE VOTE DTE
50
Stock Trade
WMT purchase $8K
Timing
8 days before vote
Trade: Jul 31 → Vote: Jul 23, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought WMT ($1,001-$15,000) 8 days after voting 'Yes' on Confirmation: Zachary M. Bluestone, of Missouri, to be U.S. District Judge for the Eastern District
TRADED BEFORE VOTE WMT
50
Stock Trade
EMRZX sale $8K
Timing
9 days before vote
Trade: Aug 1 → Vote: Jul 23, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold EMRZX ($1,001-$15,000) 9 days after voting 'Yes' on Confirmation: Arielle Roth, of the District of Columbia, to be Assistant Secretary of Communications
TRADED BEFORE VOTE EMRZX
50
Stock Trade
MSFT purchase $175K
Timing
9 days after vote
Trade: Dec 29 → Vote: Jan 7, 2026
Vote
On the Motion to Proceed
Voted: No
Markwayne Mullin bought MSFT ($100,001-$250,000) 9 days before voting 'No' on Motion to Proceed to S.J.Res. 86
MSFT
50
Stock Trade
GIGB 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 GIGB ($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 GIGB
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