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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
EMRZX sale $33K
Timing
7 days before vote
Trade: Aug 7 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold EMRZX ($15,001-$50,000) 7 days after voting 'Yes' on Confirmation: Andrea Lucas, of Virginia, to be a Member of the Equal Employment Opportunity Commissi
TRADED BEFORE VOTE EMRZX
65
Stock Trade
CMBS purchase $8K
Timing
2 days before vote
Trade: Feb 6 → Vote: Feb 4, 2026
Vote
On the Nomination
Voted: Yes
John Boozman bought CMBS ($1,001-$15,000) 2 days after voting 'Yes' on Confirmation: Megan Blair Benton, of Missouri, to be U.S. District Judge for the Western District of
TIGHT TIMING TRADED BEFORE VOTE CMBS
65
Stock Trade
AAPL purchase $8K
Timing
2 days before vote
Trade: Apr 30 → Vote: Apr 28, 2025
Vote
On the Cloture Motion
Voted: Yes
Katie Britt bought AAPL ($1,001-$15,000) 2 days after voting 'Yes' on Motion to Invoke Cloture: David Perdue to be Ambassador Extraordinary and Plenipotentiary of the U.S
TIGHT TIMING TRADED BEFORE VOTE AAPL
65
Stock Trade
NVDA sale $33K
Timing
7 days before vote
Trade: Jul 7 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: Yes
Sheldon Whitehouse sold NVDA ($15,001-$50,000) 7 days after voting 'Yes' on Lujan Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TRADED BEFORE VOTE NVDA
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: Troy Meink, of Virginia, to be Secretary of the Air Force
TIGHT TIMING ZTS
65
Stock Trade
MTZ sale $33K
Timing
5 days before vote
Trade: Feb 4 → Vote: Jan 30, 2026
Vote
On the Motion
Voted: No
Markwayne Mullin sold MTZ ($15,001-$50,000) 5 days after voting 'No' on Motion to Waive All Applicable Budgetary Discipline Re: Merkley Amdt. No. 4287
TRADED BEFORE VOTE MTZ
65
Stock Trade
GD sale $8K
Timing
2 days before vote
Trade: Jul 31 → Vote: Jul 29, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold GD ($1,001-$15,000) 2 days after voting 'Yes' on Motion to Invoke Cloture: Susan Monarez to be Director of the Centers for Disease Control and Preven
TIGHT TIMING TRADED BEFORE VOTE GD
65
Stock Trade
SHY purchase $8K
Timing
3 days before vote
Trade: Aug 1 → Vote: Jul 29, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought SHY ($1,001-$15,000) 3 days after voting 'Yes' on Motion to Invoke Cloture: William Kimmitt to be Under Secretary of Commerce for International Trade
TIGHT TIMING TRADED BEFORE VOTE SHY
65
Stock Trade
EMRZX sale $33K
Timing
7 days before vote
Trade: Aug 7 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold EMRZX ($15,001-$50,000) 7 days after voting 'Yes' on Confirmation: Matthew Kozma, of Virginia, to be Under Secretary for Intelligence and Analysis, Depar
TRADED BEFORE VOTE EMRZX
65
Stock Trade
CMBS purchase $8K
Timing
2 days before vote
Trade: Feb 6 → Vote: Feb 4, 2026
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought CMBS ($1,001-$15,000) 2 days after voting 'Yes' on Motion to Invoke Cloture: Megan Blair Benton to be U.S. District Judge for the Western District of M
TIGHT TIMING TRADED BEFORE VOTE CMBS
65
Stock Trade
AAPL purchase $8K
Timing
1 day before vote
Trade: Apr 30 → Vote: Apr 29, 2025
Vote
On the Nomination
Voted: Yes
Katie Britt bought AAPL ($1,001-$15,000) 1 days after voting 'Yes' on Confirmation: Tilman Fertitta, of Texas, to be Ambassador of the United States of America to the Ita
TIGHT TIMING TRADED BEFORE VOTE AAPL
65
Stock Trade
NVDA sale $33K
Timing
7 days before vote
Trade: Jul 7 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: Yes
Sheldon Whitehouse sold NVDA ($15,001-$50,000) 7 days after voting 'Yes' on Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TRADED BEFORE VOTE NVDA
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: Troy Meink to be Secretary of the Air Force
TIGHT TIMING ZTS
65
Stock Trade
MTZ sale $33K
Timing
5 days before vote
Trade: Feb 4 → Vote: Jan 30, 2026
Vote
On the Amendment
Voted: No
Markwayne Mullin sold MTZ ($15,001-$50,000) 5 days after voting 'No' on Sanders Amdt. No. 4290
TRADED BEFORE VOTE MTZ
65
Stock Trade
GD sale $8K
Timing
2 days before vote
Trade: Jul 31 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold GD ($1,001-$15,000) 2 days after voting 'Yes' on Confirmation: William Kimmitt, of Virginia, to be Under Secretary of Commerce for International Trad
TIGHT TIMING TRADED BEFORE VOTE GD
65
Stock Trade
GS sale $33K
Timing
6 days before vote
Trade: Feb 4 → Vote: Jan 29, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Markwayne Mullin sold GS ($15,001-$50,000) 6 days after voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 7148
TRADED BEFORE VOTE GS
65
Stock Trade
SHY purchase $8K
Timing
3 days before vote
Trade: Aug 1 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought SHY ($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 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: Emil Bove III, of Pennsylvania, to be United States Circuit Judge for the Third Circui
TIGHT TIMING TRADED BEFORE VOTE IWM
65
Stock Trade
EMRZX sale $33K
Timing
7 days before vote
Trade: Aug 7 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold EMRZX ($15,001-$50,000) 7 days after voting 'Yes' on Motion to Invoke Cloture: Andrea Lucas to be a Member of the Equal Employment Opportunity Commission
TRADED BEFORE VOTE EMRZX
65
Stock Trade
CMBS purchase $8K
Timing
2 days before vote
Trade: Feb 6 → Vote: Feb 4, 2026
Vote
On the Nomination
Voted: Yes
John Boozman bought CMBS ($1,001-$15,000) 2 days after voting 'Yes' on Confirmation: Aaron Christian Peterson, of Alaska, to be United States District Judge for the Distri
TIGHT TIMING TRADED BEFORE VOTE CMBS
65
Stock Trade
AAPL purchase $8K
Timing
1 day before vote
Trade: Apr 30 → Vote: Apr 29, 2025
Vote
On the Cloture Motion
Voted: Yes
Katie Britt bought AAPL ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Invoke Cloture: Tilman Fertitta to be Ambassador of the United States of America to the It
TIGHT TIMING TRADED BEFORE VOTE AAPL
65
Stock Trade
NVDA sale $33K
Timing
7 days before vote
Trade: Jul 7 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: Yes
Sheldon Whitehouse sold NVDA ($15,001-$50,000) 7 days after voting 'Yes' on Wyden Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TRADED BEFORE VOTE NVDA
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: Reed Rubinstein, of Maryland, to be Legal Adviser of the Department of State
TIGHT TIMING ZTS
65
Stock Trade
MTZ sale $33K
Timing
5 days before vote
Trade: Feb 4 → Vote: Jan 30, 2026
Vote
On the Motion to Table
Voted: No
Markwayne Mullin sold MTZ ($15,001-$50,000) 5 days after voting 'No' on Motion to Table Lee Amdt. No. 4286
TRADED BEFORE VOTE MTZ
65
Stock Trade
GD sale $8K
Timing
2 days before vote
Trade: Jul 31 → Vote: Jul 29, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold GD ($1,001-$15,000) 2 days after voting 'Yes' on Motion to Invoke Cloture: William Kimmitt to be Under Secretary of Commerce for International Trade
TIGHT TIMING TRADED BEFORE VOTE GD
Explore More Data
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By State
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Lobbying filings and influence spending
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Politicians
Browse all tracked members of Congress
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Live tracker: arrests, resignations & pending from Epstein files
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Connect The Dots
Interactive graph: Epstein figures → donors → politicians
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Exposed
Highest-scoring suspicious correlations
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