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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 $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: William Kimmitt, of Virginia, to be Under Secretary of Commerce for International Trad
TIGHT TIMING TRADED BEFORE VOTE EMRZX
65
Stock Trade
SHY purchase $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought SHY ($1,001-$15,000) 1 days after voting 'Yes' on Confirmation: Andrea Lucas, of Virginia, to be a Member of the Equal Employment Opportunity Commissi
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 Nomination
Voted: Yes
John Boozman bought IWM ($1,001-$15,000) 2 days after voting 'Yes' on Confirmation: Joseph Kent, of Washington, to be Director of the National Counterterrorism Center, Of
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: No
John Boozman sold EMRZX ($15,001-$50,000) 6 days after voting 'No' on Duckworth Amdt. No. 3466
TRADED BEFORE VOTE EMRZX
65
Stock Trade
GS sale $3.0M
Timing
11 days before vote
Trade: Jan 23 → Vote: Jan 12, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
David H. McCormick sold GS ($1,000,001-$5,000,000) 11 days after voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 6938
FEATURED TRADED BEFORE VOTE GS
65
Stock Trade
NVDA sale $33K
Timing
6 days before vote
Trade: Jul 7 → Vote: Jul 1, 2025
Vote
On Passage of the Bill
Voted: No
Sheldon Whitehouse sold NVDA ($15,001-$50,000) 6 days after voting 'No' on H.R. 1, as Amended
TRADED BEFORE VOTE NVDA
65
Stock Trade
WMT purchase $8K
Timing
2 days before vote
Trade: Jul 31 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought WMT ($1,001-$15,000) 2 days after voting 'Yes' on Confirmation: Susan Monarez, of Wisconsin, to be Director of the Centers for Disease Control and Pre
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 Cloture Motion
Voted: Yes
John Boozman sold EMRZX ($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 EMRZX
65
Stock Trade
SHY purchase $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought SHY ($1,001-$15,000) 1 days after voting 'Yes' on Confirmation: Matthew Kozma, of Virginia, to be Under Secretary for Intelligence and Analysis, Depar
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: Jospeh Kent to be Director of the National Counterterrorism Center, Office
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: No
John Boozman sold EMRZX ($15,001-$50,000) 6 days after voting 'No' on Van Hollen Amdt. No. 3115
TRADED BEFORE VOTE EMRZX
65
Stock Trade
GS sale $3.0M
Timing
10 days before vote
Trade: Jan 23 → Vote: Jan 13, 2026
Vote
On the Motion to Proceed
Voted: No
David H. McCormick sold GS ($1,000,001-$5,000,000) 10 days after voting 'No' on Motion to Proceed to S.J. Res. 84
TRADED BEFORE VOTE GS
65
Stock Trade
NVDA sale $33K
Timing
6 days before vote
Trade: Jul 7 → Vote: Jul 1, 2025
Vote
On the Motion
Voted: Yes
Sheldon Whitehouse sold NVDA ($15,001-$50,000) 6 days after voting 'Yes' on Warnock Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TRADED BEFORE VOTE NVDA
65
Stock Trade
FWONK sale $375K
Timing
10 days before vote
Trade: May 9 → Vote: Apr 29, 2025
Vote
On the Motion to Proceed
Voted: No
John Hickenlooper sold FWONK ($250,001-$500,000) 10 days after voting 'No' on Motion to Proceed to H.J.Res. 42
TRADED BEFORE VOTE FWONK
65
Stock Trade
WMT purchase $8K
Timing
2 days before vote
Trade: Jul 31 → Vote: Jul 29, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought WMT ($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 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: Earl Matthews, of Virginia, to be General Counsel of the Department of Defense
TIGHT TIMING TRADED BEFORE VOTE EMRZX
65
Stock Trade
GIGB sale $8K
Timing
3 days before vote
Trade: Aug 1 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold GIGB ($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 GIGB
65
Stock Trade
SHY purchase $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought SHY ($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 SHY
65
Stock Trade
IWM purchase $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought IWM ($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 IWM
65
Stock Trade
EMRZX sale $33K
Timing
6 days before vote
Trade: Aug 7 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: No
John Boozman sold EMRZX ($15,001-$50,000) 6 days after voting 'No' on Murphy Amdt. No. 3447
TRADED BEFORE VOTE EMRZX
65
Stock Trade
GS sale $3.0M
Timing
9 days before vote
Trade: Jan 23 → Vote: Jan 14, 2026
Vote
On the Point of Order
Voted: Yes
David H. McCormick sold GS ($1,000,001-$5,000,000) 9 days after voting 'Yes' on Is the Point of Order Well Taken Re: To the Privilege Status of S.J. Res. 98
TRADED BEFORE VOTE GS
65
Stock Trade
NVDA sale $33K
Timing
6 days before vote
Trade: Jul 7 → Vote: Jul 1, 2025
Vote
On the Motion
Voted: Yes
Sheldon Whitehouse sold NVDA ($15,001-$50,000) 6 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
FWONK sale $375K
Timing
9 days before vote
Trade: May 9 → Vote: Apr 30, 2025
Vote
On the Motion to Proceed
Voted: No
John Hickenlooper sold FWONK ($250,001-$500,000) 9 days after voting 'No' on Motion to Proceed to H.J.Res. 75
TRADED BEFORE VOTE FWONK
65
Stock Trade
WMT purchase $8K
Timing
2 days before vote
Trade: Jul 31 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought WMT ($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 WMT
65
Stock Trade
EMRZX sale $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold EMRZX ($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 EMRZX
Explore More Data
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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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