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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
AMKR 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 AMKR ($15,001-$50,000) 5 days after voting 'No' on Motion to Table Lee Amdt. No. 4286
TRADED BEFORE VOTE AMKR
65
Stock Trade
GOOGL purchase $8K
Timing
1 day before vote
Trade: Jul 29 → Vote: Jul 28, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito bought GOOGL ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Invoke Cloture: David Wright to be a Member of the Nuclear Regulatory Commission
TIGHT TIMING TRADED BEFORE VOTE GOOGL
65
Stock Trade
HD purchase $8K
Timing
3 days before vote
Trade: May 16 → Vote: May 13, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought HD ($1,001-$15,000) 3 days after voting 'Yes' on Motion to Invoke Cloture: Katharine MacGregor to be Deputy Secretary of the Interior
TIGHT TIMING TRADED BEFORE VOTE HD
65
Stock Trade
AVGO purchase $8K
Timing
2 days before vote
Trade: Jun 11 → Vote: Jun 9, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought AVGO ($1,001-$15,000) 2 days after voting 'Yes' on Motion to Invoke Cloture: David Fotouhi to be Deputy Administrator of the Environmental Protection A
TIGHT TIMING TRADED BEFORE VOTE AVGO
65
Stock Trade
MU sale $8K
Timing
1 day before vote
Trade: Jul 1 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
John Boozman sold MU ($1,001-$15,000) 1 days after voting 'No' on Kaine Motion to Commit H.R. 1 to the Committee on Homeland Security and Governmental Affairs with In
TIGHT TIMING TRADED BEFORE VOTE MU
65
Stock Trade
ZTS purchase $75K
Timing
Same day
Trade: May 13 → Vote: May 13, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought ZTS ($50,001-$100,000) 0 days after voting 'Yes' on Confirmation: James Danly, of Tennessee, to be Deputy Secretary of Energy
TIGHT TIMING ZTS
65
Stock Trade
GE purchase $8K
Timing
1 day before vote
Trade: Jul 31 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought GE ($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 GE
65
Stock Trade
EMLP sale $8K
Timing
3 days before vote
Trade: Aug 1 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold EMLP ($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 EMLP
65
Stock Trade
MBB purchase $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought MBB ($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 MBB
65
Stock Trade
TLT purchase $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought TLT ($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 TLT
65
Stock Trade
AMZN purchase $8K
Timing
1 day before vote
Trade: Apr 30 → Vote: Apr 29, 2025
Vote
On the Nomination
Voted: Yes
Katie Britt bought AMZN ($1,001-$15,000) 1 days after voting 'Yes' on Confirmation: David Perdue, of Georgia, to be Ambassador of the United States of America to the Peop
TIGHT TIMING TRADED BEFORE VOTE AMZN
65
Stock Trade
SBUX sale $8K
Timing
3 days before vote
Trade: Jan 9 → Vote: Jan 6, 2026
Vote
On the Nomination
Voted: No
Sheldon Whitehouse sold SBUX ($1,001-$15,000) 3 days after voting 'No' on Confirmation: Joshua Simmons, of Virginia, to be General Counsel of the Central Intelligence Agency
TIGHT TIMING TRADED BEFORE VOTE SBUX
65
Stock Trade
AMKR 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 AMKR ($15,001-$50,000) 5 days after voting 'No' on Motion to Table Lee Amdt. No. 4234
TRADED BEFORE VOTE AMKR
65
Stock Trade
HD purchase $8K
Timing
3 days before vote
Trade: May 16 → Vote: May 13, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought HD ($1,001-$15,000) 3 days after voting 'Yes' on Confirmation: James Danly, of Tennessee, to be Deputy Secretary of Energy
TIGHT TIMING TRADED BEFORE VOTE HD
65
Stock Trade
AVGO purchase $8K
Timing
2 days before vote
Trade: Jun 11 → Vote: Jun 9, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought AVGO ($1,001-$15,000) 2 days after voting 'Yes' on Confirmation: Brett Shumate, of Virginia, to be an Assistant Attorney General
TIGHT TIMING TRADED BEFORE VOTE AVGO
65
Stock Trade
MU sale $8K
Timing
1 day before vote
Trade: Jul 1 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
John Boozman sold MU ($1,001-$15,000) 1 days after voting 'No' on Blunt Rochester Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TIGHT TIMING TRADED BEFORE VOTE MU
65
Stock Trade
ZTS purchase $75K
Timing
Same day
Trade: May 13 → Vote: May 13, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought ZTS ($50,001-$100,000) 0 days after voting 'Yes' on Motion to Invoke Cloture: James Danly to be Deputy Secretary of Energy
TIGHT TIMING ZTS
65
Stock Trade
GE purchase $8K
Timing
1 day before vote
Trade: Jul 31 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought GE ($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 GE
65
Stock Trade
EMLP sale $8K
Timing
3 days before vote
Trade: Aug 1 → Vote: Jul 29, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold EMLP ($1,001-$15,000) 3 days after voting 'Yes' on Motion to Invoke Cloture: Samuel Brown to be Under Secretary of Veterans Affairs for Memorial Affair
TIGHT TIMING TRADED BEFORE VOTE EMLP
65
Stock Trade
MBB purchase $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought MBB ($1,001-$15,000) 1 days after voting 'Yes' on Confirmation: Gadyaces Serralta, of Florida, to be Director of the United States Marshals Service
TIGHT TIMING TRADED BEFORE VOTE MBB
65
Stock Trade
TLT purchase $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought TLT ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Invoke Cloture: Nicholas Kent to be Under Secretary of Education
TIGHT TIMING TRADED BEFORE VOTE TLT
65
Stock Trade
SBUX sale $8K
Timing
2 days before vote
Trade: Jan 9 → Vote: Jan 7, 2026
Vote
On the Motion to Proceed
Voted: Yes
Sheldon Whitehouse sold SBUX ($1,001-$15,000) 2 days after voting 'Yes' on Motion to Proceed to S.J.Res. 86
TIGHT TIMING TRADED BEFORE VOTE SBUX
65
Stock Trade
SPY sale $750K
Timing
6 days after vote
Trade: May 13 → Vote: May 19, 2025
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Markwayne Mullin sold SPY ($500,001-$1,000,000) 6 days before voting 'Yes' on Motion to Invoke Cloture on the Motion to Proceed to S. 1582
SPY
65
Stock Trade
AMKR 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 AMKR ($15,001-$50,000) 5 days after voting 'Yes' on Motion to Table Lee Amdt. No. 4236
TRADED BEFORE VOTE AMKR
65
Stock Trade
HD purchase $8K
Timing
3 days before vote
Trade: May 16 → Vote: May 13, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought HD ($1,001-$15,000) 3 days after voting 'Yes' on Motion to Invoke Cloture: James Danly to be Deputy Secretary of Energy
TIGHT TIMING TRADED BEFORE VOTE HD
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