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STOCK TRADE ↔ VOTE CORRELATIONS
30,204
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.

30,204
Correlations
49
Politicians
719
Score 70+
44.3
Avg Score

Highest Average Scores

HICKENLOOPER, JOHN W. D CO
55 avg (74)
SMITH, ANDY D MN
52 avg (43)
Markwayne Mullin R OK
50.9 avg (4702)
CAPITO, SHELLEY MOORE R WV
48.5 avg (221)
John Fetterman D PA
48.2 avg (69)
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)

Most Correlated Tickers

UNH
45.7 avg (896 trades)
MSFT
45.8 avg (748 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
41.4 avg (387 trades)

Correlations (30204 found)

Score Date Amount Timing
65
Stock Trade
AGZ sale $8K
Timing
1 day before vote
Trade: Feb 6 → Vote: Feb 5, 2026
Vote
On the Nomination
Voted: Yes
John Boozman sold AGZ ($1,001-$15,000) 1 days after voting 'Yes' on Confirmation: Brian Charles Lea, of Tennessee, to be U.S. District Judge for the Western District of
TIGHT TIMING TRADED BEFORE VOTE AGZ
65
Stock Trade
LRCX purchase $33K
Timing
6 days before vote
Trade: May 13 → Vote: May 7, 2025
Vote
On the Joint Resolution
Voted: Yes
Markwayne Mullin bought LRCX ($15,001-$50,000) 6 days after voting 'Yes' on S.J. Res. 13
TRADED BEFORE VOTE LRCX
65
Stock Trade
VLO purchase $75K
Timing
Same day
Trade: May 13 → Vote: May 13, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought VLO ($50,001-$100,000) 0 days after voting 'Yes' on Confirmation: James Danly, of Tennessee, to be Deputy Secretary of Energy
TIGHT TIMING VLO
65
Stock Trade
CB sale $8K
Timing
2 days before vote
Trade: Jul 17 → Vote: Jul 15, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito sold CB ($1,001-$15,000) 2 days after voting 'Yes' on Confirmation: Luke Pettit, of the District of Columbia, to be an Assistant Secretary of the Treasury
TIGHT TIMING TRADED BEFORE VOTE CB
65
Stock Trade
MSFT sale $8K
Timing
3 days before vote
Trade: Jul 18 → Vote: Jul 15, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold MSFT ($1,001-$15,000) 3 days after voting 'Yes' on Motion to Invoke Cloture: Anthony Tata to be Under Secretary of Defense for Personnel and Readiness
TIGHT TIMING TRADED BEFORE VOTE MSFT
65
Stock Trade
PPG sale $8K
Timing
1 day before vote
Trade: Jul 31 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold PPG ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Invoke Cloture: Matthew Kozma to be Under Secretary for Intelligence and Analysis, Departm
TIGHT TIMING TRADED BEFORE VOTE PPG
65
Stock Trade
SLV sale $8K
Timing
3 days before vote
Trade: Aug 1 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold SLV ($1,001-$15,000) 3 days after voting 'Yes' on Confirmation: Emil Bove III, of Pennsylvania, to be United States Circuit Judge for the Third Circui
TIGHT TIMING TRADED BEFORE VOTE SLV
65
Stock Trade
PALL sale $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold PALL ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Invoke Cloture: Andrea Lucas to be a Member of the Equal Employment Opportunity Commission
TIGHT TIMING TRADED BEFORE VOTE PALL
65
Stock Trade
MPWR purchase $33K
Timing
5 days before vote
Trade: Feb 4 → Vote: Jan 30, 2026
Vote
On the Motion to Table
Voted: No
Markwayne Mullin bought MPWR ($15,001-$50,000) 5 days after voting 'No' on Motion to Table Lee Amdt. No. 4234
TRADED BEFORE VOTE MPWR
65
Stock Trade
VNQI purchase $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought VNQI ($1,001-$15,000) 2 days after voting 'Yes' on Confirmation: Thomas Gaiser, of Ohio, to be an Assistant Attorney General
TIGHT TIMING TRADED BEFORE VOTE VNQI
65
Stock Trade
LRCX purchase $33K
Timing
5 days before vote
Trade: May 13 → Vote: May 8, 2025
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Markwayne Mullin bought LRCX ($15,001-$50,000) 5 days after voting 'Yes' on Motion to Invoke Cloture: Motion to proceed to S. 1582
TRADED BEFORE VOTE LRCX
65
Stock Trade
VLO purchase $75K
Timing
Same day
Trade: May 13 → Vote: May 13, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought VLO ($50,001-$100,000) 0 days after voting 'Yes' on Motion to Invoke Cloture: James Danly to be Deputy Secretary of Energy
TIGHT TIMING VLO
65
Stock Trade
UNH purchase $75K
Timing
Same day
Trade: Feb 25 → Vote: Feb 25, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought UNH ($50,001-$100,000) 0 days after voting 'Yes' on Confirmation: John DeLeeuw, of Texas, to be a Member of the National Transportation Safety Board
TIGHT TIMING UNH
65
Stock Trade
CB sale $8K
Timing
1 day before vote
Trade: Jul 17 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: No
Shelley Moore Capito sold CB ($1,001-$15,000) 1 days after voting 'No' on Booker Amdt. No. 2887
TIGHT TIMING TRADED BEFORE VOTE CB
65
Stock Trade
MSFT sale $8K
Timing
3 days before vote
Trade: Jul 18 → Vote: Jul 15, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito sold MSFT ($1,001-$15,000) 3 days after voting 'Yes' on Confirmation: Luke Pettit, of the District of Columbia, to be an Assistant Secretary of the Treasury
TIGHT TIMING TRADED BEFORE VOTE MSFT
65
Stock Trade
PPG sale $8K
Timing
1 day before vote
Trade: Jul 31 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold PPG ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Invoke Cloture: Gadyaces Serralta to be Director of the United States Marshals Service
TIGHT TIMING TRADED BEFORE VOTE PPG
65
Stock Trade
SLV sale $8K
Timing
3 days before vote
Trade: Aug 1 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold SLV ($1,001-$15,000) 3 days after voting 'Yes' on Confirmation: Samuel Brown, of Nevada, to be Under Secretary of Veterans Affairs for Memorial Servic
TIGHT TIMING TRADED BEFORE VOTE SLV
65
Stock Trade
PALL sale $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold PALL ($1,001-$15,000) 1 days after voting 'Yes' on Confirmation: Cheryl Mason, of North Carolina, to be Inspector General, Department of Veterans Affai
TIGHT TIMING TRADED BEFORE VOTE PALL
65
Stock Trade
MPWR purchase $33K
Timing
5 days before vote
Trade: Feb 4 → Vote: Jan 30, 2026
Vote
On the Motion to Table
Voted: Yes
Markwayne Mullin bought MPWR ($15,001-$50,000) 5 days after voting 'Yes' on Motion to Table Lee Amdt. No. 4236
TRADED BEFORE VOTE MPWR
65
Stock Trade
VNQI purchase $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought VNQI ($1,001-$15,000) 2 days after voting 'Yes' on Motion to Invoke Cloture: Thomas Gaiser to be an Assistant Attorney General
TIGHT TIMING TRADED BEFORE VOTE VNQI
65
Stock Trade
AAPL purchase $8K
Timing
3 days before vote
Trade: Jan 15 → Vote: Jan 12, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
John Boozman bought AAPL ($1,001-$15,000) 3 days after voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 6938
TIGHT TIMING TRADED BEFORE VOTE AAPL
65
Stock Trade
LRCX purchase $33K
Timing
5 days before vote
Trade: May 13 → Vote: May 8, 2025
Vote
On the Joint Resolution
Voted: Yes
Markwayne Mullin bought LRCX ($15,001-$50,000) 5 days after voting 'Yes' on S.J. Res. 7
TRADED BEFORE VOTE LRCX
65
Stock Trade
VLO purchase $75K
Timing
Same day
Trade: May 13 → Vote: May 13, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought VLO ($50,001-$100,000) 0 days after voting 'Yes' on Confirmation: Troy Meink, of Virginia, to be Secretary of the Air Force
TIGHT TIMING VLO
65
Stock Trade
UNH purchase $75K
Timing
Same day
Trade: Feb 25 → Vote: Feb 25, 2026
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought UNH ($50,001-$100,000) 0 days after voting 'Yes' on Motion to Invoke Cloture: John DeLeeuw to be a Member of the National Transportation Safety Board
TIGHT TIMING UNH
65
Stock Trade
CB sale $8K
Timing
1 day before vote
Trade: Jul 17 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: No
Shelley Moore Capito sold CB ($1,001-$15,000) 1 days after voting 'No' on Rosen Amdt. No. 2878
TIGHT TIMING TRADED BEFORE VOTE CB
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