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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
NVDA sale $33K
Timing
6 days before vote
Trade: Jul 7 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: No
Sheldon Whitehouse sold NVDA ($15,001-$50,000) 6 days after voting 'No' on Graham Amdt. No. 2848
TRADED BEFORE VOTE NVDA
65
Stock Trade
DTE sale $8K
Timing
1 day before vote
Trade: May 20 → Vote: May 19, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold DTE ($1,001-$15,000) 1 days after voting 'Yes' on Confirmation: Charles Kushner, of New York, to be Ambassador of the United States of America to the
TIGHT TIMING TRADED BEFORE VOTE DTE
65
Stock Trade
WMT purchase $8K
Timing
1 day before vote
Trade: Jul 31 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought WMT ($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 WMT
65
Stock Trade
EMRZX sale $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Motion to Discharge
Voted: No
John Boozman sold EMRZX ($1,001-$15,000) 2 days after voting 'No' on Motion to Discharge S. J. Res. 41
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 Cloture Motion
Voted: Yes
John Boozman sold GIGB ($1,001-$15,000) 3 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 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: Cheryl Mason to be Inspector General, Department of Veterans Affairs
TIGHT TIMING TRADED BEFORE VOTE SHY
65
Stock Trade
IWM purchase $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought IWM ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Invoke Cloture: Casey Mulligan to be Chief Counsel for Advocacy, Small Business Administra
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: Casey Mulligan, of Illinois, to be Chief Counsel for Advocacy, Small Business Administ
TRADED BEFORE VOTE EMRZX
65
Stock Trade
NTAP purchase $8K
Timing
2 days before vote
Trade: Feb 27 → Vote: Feb 25, 2026
Vote
On the Nomination
Voted: Yes
John Boozman bought NTAP ($1,001-$15,000) 2 days after voting 'Yes' on Confirmation: John DeLeeuw, of Texas, to be a Member of the National Transportation Safety Board
TIGHT TIMING TRADED BEFORE VOTE NTAP
65
Stock Trade
GS sale $3.0M
Timing
6 days after vote
Trade: Jan 23 → Vote: Jan 29, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
David H. McCormick sold GS ($1,000,001-$5,000,000) 6 days before voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 7148
GS
65
Stock Trade
NVDA sale $33K
Timing
6 days before vote
Trade: Jul 7 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: Yes
Sheldon Whitehouse sold NVDA ($15,001-$50,000) 6 days after voting 'Yes' on Klobuchar Amdt. No. 2849
TRADED BEFORE VOTE NVDA
65
Stock Trade
NVDA purchase $8K
Timing
1 day before vote
Trade: May 13 → Vote: May 12, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought NVDA ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Invoke Cloture: Reed Rubinstein to be Legal Adviser of the Department of State
TIGHT TIMING TRADED BEFORE VOTE NVDA
65
Stock Trade
DTE sale $8K
Timing
1 day before vote
Trade: May 20 → Vote: May 19, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold DTE ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Invoke Cloture: Charles Kushner to be Ambassador of the United States of America to the Fr
TIGHT TIMING TRADED BEFORE VOTE DTE
65
Stock Trade
WMT purchase $8K
Timing
1 day before vote
Trade: Jul 31 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought WMT ($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 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: Tyler Clarkson to be General Counsel of the Department of Agriculture
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: William Kimmitt, of Virginia, to be Under Secretary of Commerce for International Trad
TIGHT TIMING TRADED BEFORE VOTE GIGB
65
Stock Trade
IWM purchase $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought IWM ($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 IWM
65
Stock Trade
EMRZX sale $33K
Timing
6 days before vote
Trade: Aug 7 → Vote: Aug 1, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold EMRZX ($15,001-$50,000) 6 days after voting 'Yes' on Motion to Invoke Cloture: Brian Nesvik to be Director of the United States Fish and Wildlife Service
TRADED BEFORE VOTE EMRZX
65
Stock Trade
NTAP purchase $8K
Timing
2 days before vote
Trade: Feb 27 → Vote: Feb 25, 2026
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought NTAP ($1,001-$15,000) 2 days after voting 'Yes' on Motion to Invoke Cloture: John DeLeeuw to be a Member of the National Transportation Safety Board
TIGHT TIMING TRADED BEFORE VOTE NTAP
65
Stock Trade
GS sale $3.0M
Timing
7 days after vote
Trade: Jan 23 → Vote: Jan 30, 2026
Vote
On Passage of the Bill
Voted: Yes
David H. McCormick sold GS ($1,000,001-$5,000,000) 7 days before voting 'Yes' on H.R. 7148, as Amended
GS
65
Stock Trade
NVDA sale $33K
Timing
6 days before vote
Trade: Jul 7 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: Yes
Sheldon Whitehouse sold NVDA ($15,001-$50,000) 6 days after voting 'Yes' on Van Hollen Amdt. No. 2585
TRADED BEFORE VOTE NVDA
65
Stock Trade
LPLA purchase $33K
Timing
7 days before vote
Trade: May 13 → Vote: May 6, 2025
Vote
On the Motion to Proceed
Voted: Yes
Markwayne Mullin bought LPLA ($15,001-$50,000) 7 days after voting 'Yes' on Motion to proceed to S.J. Res. 7
TRADED BEFORE VOTE LPLA
65
Stock Trade
NVDA purchase $8K
Timing
1 day before vote
Trade: May 13 → Vote: May 12, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought NVDA ($1,001-$15,000) 1 days after voting 'Yes' on Confirmation: Monica Crowley, of New York, to be Chief of Protocol and to have the rank of Ambassado
TIGHT TIMING TRADED BEFORE VOTE NVDA
65
Stock Trade
WMT purchase $8K
Timing
1 day before vote
Trade: Jul 31 → Vote: Jul 30, 2025
Vote
On the Motion to Discharge
Voted: No
John Boozman bought WMT ($1,001-$15,000) 1 days after voting 'No' on Motion to Discharge S. J. Res. 34
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 Nomination
Voted: Yes
John Boozman sold EMRZX ($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 EMRZX
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