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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
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: William Kimmitt to be Under Secretary of Commerce for International Trade
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: Matthew Kozma, of Virginia, to be Under Secretary for Intelligence and Analysis, Depar
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 Passage of the Bill
Voted: Yes
John Boozman sold EMRZX ($15,001-$50,000) 6 days after voting 'Yes' on H. R. 3944, as amended
TRADED BEFORE VOTE EMRZX
65
Stock Trade
NTAP purchase $8K
Timing
1 day before vote
Trade: Feb 27 → Vote: Feb 26, 2026
Vote
On the Nomination
Voted: Yes
John Boozman bought NTAP ($1,001-$15,000) 1 days after voting 'Yes' on Confirmation: Ryan McCormack, of Virginia, to be Under Secretary of Transportation for Policy
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 the Motion
Voted: No
David H. McCormick sold GS ($1,000,001-$5,000,000) 7 days before voting 'No' on Motion to Waive All Applicable Budgetary Discipline Re: Merkley Amdt. No. 4287
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 Warner Amdt. No. 2847
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 Nomination
Voted: Yes
Markwayne Mullin bought LPLA ($15,001-$50,000) 7 days after voting 'Yes' on Confirmation: Frank Bisignano, of New Jersey, to be Commissioner of Social Security Administration
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 Cloture Motion
Voted: Yes
John Boozman bought NVDA ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Invoke Cloture: Monica Crowley to be Chief of Protocol and to have the rank of Ambassador
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. 41
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: Jospeh Kent to be Director of the National Counterterrorism Center, Office
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: Earl Matthews, of Virginia, to be General Counsel of the Department of Defense
TIGHT TIMING TRADED BEFORE VOTE GIGB
65
Stock Trade
JMBS purchase $8K
Timing
3 days before vote
Trade: Aug 1 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought JMBS ($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 JMBS
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: Andrea Lucas to be a Member of the Equal Employment Opportunity Commission
TIGHT TIMING TRADED BEFORE VOTE IWM
65
Stock Trade
EMRZX sale $33K
Timing
5 days before vote
Trade: Aug 7 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold EMRZX ($15,001-$50,000) 5 days after voting 'Yes' on Confirmation: Marcus Molinaro, of New York, to be Federal Transit Administrator
TRADED BEFORE VOTE EMRZX
65
Stock Trade
NTAP purchase $8K
Timing
1 day before vote
Trade: Feb 27 → Vote: Feb 26, 2026
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought NTAP ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Invoke Cloture: Ryan McCormack to be Under Secretary of Transportation for Policy
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 the Amendment
Voted: No
David H. McCormick sold GS ($1,000,001-$5,000,000) 7 days before voting 'No' on Sanders Amdt. No. 4290
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 Shaheen Amdt. No. 2564
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. 13
TRADED BEFORE VOTE LPLA
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: Tyler Clarkson to be General Counsel of the Department of Agriculture
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: Thomas Gaiser, of Ohio, to be an Assistant Attorney General
TIGHT TIMING TRADED BEFORE VOTE EMRZX
65
Stock Trade
GIGB sale $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold GIGB ($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 GIGB
65
Stock Trade
JMBS purchase $8K
Timing
3 days before vote
Trade: Aug 1 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought JMBS ($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 JMBS
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: Cheryl Mason, of North Carolina, to be Inspector General, Department of Veterans Affai
TIGHT TIMING TRADED BEFORE VOTE IWM
65
Stock Trade
EMRZX sale $33K
Timing
5 days before vote
Trade: Aug 7 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold EMRZX ($15,001-$50,000) 5 days after voting 'Yes' on Confirmation: Adam Telle, of Mississippi, to be an Assistant Secretary of the Army
TRADED BEFORE VOTE EMRZX
65
Stock Trade
GS sale $3.0M
Timing
7 days after vote
Trade: Jan 23 → Vote: Jan 30, 2026
Vote
On the Motion to Table
Voted: No
David H. McCormick sold GS ($1,000,001-$5,000,000) 7 days before voting 'No' on Motion to Table Lee Amdt. No. 4286
GS
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