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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
ZTS purchase $75K
Timing
1 day after vote
Trade: May 13 → Vote: May 14, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought ZTS ($50,001-$100,000) 1 days before voting 'Yes' on Confirmation: Michael Rigas, of Virginia, to be Deputy Secretary of State for Management and Resourc
TIGHT TIMING ZTS
65
Stock Trade
ADI sale $8K
Timing
1 day before vote
Trade: Jun 18 → Vote: Jun 17, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito sold ADI ($1,001-$15,000) 1 days after voting 'Yes' on Confirmation: Gary Andres, of Virginia, to be an Assistant Secretary of Health and Human Services
TIGHT TIMING TRADED BEFORE VOTE ADI
65
Stock Trade
GD sale $8K
Timing
1 day before vote
Trade: Jul 31 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold GD ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Invoke Cloture: Tyler Clarkson to be General Counsel of the Department of Agriculture
TIGHT TIMING TRADED BEFORE VOTE GD
65
Stock Trade
GS sale $33K
Timing
5 days before vote
Trade: Feb 4 → Vote: Jan 30, 2026
Vote
On the Amendment
Voted: No
Markwayne Mullin sold GS ($15,001-$50,000) 5 days after voting 'No' on Paul Amdt. No. 4272
TRADED BEFORE VOTE GS
65
Stock Trade
SHY purchase $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought SHY ($1,001-$15,000) 2 days after voting 'Yes' on Motion to Invoke Cloture: Jospeh Kent to be Director of the National Counterterrorism Center, Office
TIGHT TIMING TRADED BEFORE VOTE SHY
65
Stock Trade
IWM purchase $8K
Timing
3 days before vote
Trade: Aug 1 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought IWM ($1,001-$15,000) 3 days after voting 'Yes' on Confirmation: Earl Matthews, of Virginia, to be General Counsel of the Department of Defense
TIGHT TIMING TRADED BEFORE VOTE IWM
65
Stock Trade
EMRZX sale $33K
Timing
6 days before vote
Trade: Aug 7 → Vote: Aug 1, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold EMRZX ($15,001-$50,000) 6 days after voting 'Yes' on Confirmation: Luigi Rinaldi, of New York, to be Ambassador of the United States of America to the Or
TRADED BEFORE VOTE EMRZX
65
Stock Trade
ZTS purchase $75K
Timing
1 day after vote
Trade: May 13 → Vote: May 14, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought ZTS ($50,001-$100,000) 1 days before voting 'Yes' on Motion to Invoke Cloture: Michael Rigas to be Deputy Secretary of State for Management and Resources
TIGHT TIMING ZTS
65
Stock Trade
AZO sale $75K
Timing
Same day
Trade: Feb 25 → Vote: Feb 25, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin sold AZO ($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 AZO
65
Stock Trade
ADI sale $8K
Timing
1 day before vote
Trade: Jun 18 → Vote: Jun 17, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold ADI ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Invoke Cloture: Olivia Trusty to be a Member of the Federal Communications Commission (Rea
TIGHT TIMING TRADED BEFORE VOTE ADI
65
Stock Trade
GD sale $8K
Timing
1 day before vote
Trade: Jul 31 → Vote: Jul 30, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold GD ($1,001-$15,000) 1 days after voting 'Yes' on Confirmation: Joseph Kent, of Washington, to be Director of the National Counterterrorism Center, Of
TIGHT TIMING TRADED BEFORE VOTE GD
65
Stock Trade
WMT purchase $8K
Timing
3 days before vote
Trade: Jul 31 → Vote: Jul 28, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought WMT ($1,001-$15,000) 3 days after voting 'Yes' on Motion to Invoke Cloture: Earl Matthews to be General Counsel of the Department of Defense
TIGHT TIMING TRADED BEFORE VOTE WMT
65
Stock Trade
EMRZX sale $8K
Timing
3 days before vote
Trade: Aug 1 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold EMRZX ($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 EMRZX
65
Stock Trade
SHY purchase $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought SHY ($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 SHY
65
Stock Trade
IWM purchase $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought IWM ($1,001-$15,000) 2 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 IWM
65
Stock Trade
EMRZX sale $33K
Timing
6 days before vote
Trade: Aug 7 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: Yes
John Boozman sold EMRZX ($15,001-$50,000) 6 days after voting 'Yes' on Mullin Amdt. No. 3412
TRADED BEFORE VOTE EMRZX
65
Stock Trade
ZTS purchase $75K
Timing
1 day after vote
Trade: May 13 → Vote: May 14, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought ZTS ($50,001-$100,000) 1 days before voting 'Yes' on Confirmation: Katharine MacGregor, of Florida, to be Deputy Secretary of the Interior
TIGHT TIMING ZTS
65
Stock Trade
AZO sale $75K
Timing
Same day
Trade: Feb 25 → Vote: Feb 25, 2026
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin sold AZO ($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 AZO
65
Stock Trade
ADI sale $8K
Timing
1 day before vote
Trade: Jun 18 → Vote: Jun 17, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold ADI ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Invoke Cloture: Olivia Trusty to be a Member of the Federal Communications Commission
TIGHT TIMING TRADED BEFORE VOTE ADI
65
Stock Trade
GD sale $8K
Timing
1 day before vote
Trade: Jul 31 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold GD ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Invoke Cloture: Jospeh Kent to be Director of the National Counterterrorism Center, Office
TIGHT TIMING TRADED BEFORE VOTE GD
65
Stock Trade
WMT purchase $8K
Timing
3 days before vote
Trade: Jul 31 → Vote: Jul 28, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought WMT ($1,001-$15,000) 3 days after voting 'Yes' on Confirmation: David Wright, of South Carolina, to be a Member of the Nuclear Regulatory Commission
TIGHT TIMING TRADED BEFORE VOTE WMT
65
Stock Trade
EMRZX sale $8K
Timing
3 days before vote
Trade: Aug 1 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold EMRZX ($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 EMRZX
65
Stock Trade
SHY purchase $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought SHY ($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 SHY
65
Stock Trade
IWM purchase $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought IWM ($1,001-$15,000) 2 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 IWM
65
Stock Trade
EMRZX sale $33K
Timing
6 days before vote
Trade: Aug 7 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: Yes
John Boozman sold EMRZX ($15,001-$50,000) 6 days after voting 'Yes' on Collins Amdt. No. 3411, as amended
TRADED BEFORE VOTE EMRZX
Explore More Data
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By State
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Lobbying filings and influence spending
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Politicians
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Interactive graph: Epstein figures → donors → politicians
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Exposed
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