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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
TLH purchase $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought TLH ($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 TLH
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 Hassan Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TRADED BEFORE VOTE NVDA
65
Stock Trade
FCFS purchase $33K
Timing
5 days before vote
Trade: Feb 4 → Vote: Jan 30, 2026
Vote
On the Motion to Table
Voted: Yes
Markwayne Mullin bought FCFS ($15,001-$50,000) 5 days after voting 'Yes' on Motion to Table Lee Amdt. No. 4236
TRADED BEFORE VOTE FCFS
65
Stock Trade
META purchase $8K
Timing
1 day before vote
Trade: Jul 29 → Vote: Jul 28, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito bought META ($1,001-$15,000) 1 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 META
65
Stock Trade
GD sale $8K
Timing
3 days before vote
Trade: Jul 31 → Vote: Jul 28, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold GD ($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 GD
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
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
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: Emil Bove III, of Pennsylvania, to be United States Circuit Judge for the Third Circui
TIGHT TIMING TRADED BEFORE VOTE SHY
65
Stock Trade
TLH purchase $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought TLH ($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 TLH
65
Stock Trade
CMBS purchase $8K
Timing
3 days before vote
Trade: Feb 6 → Vote: Feb 3, 2026
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought CMBS ($1,001-$15,000) 3 days after voting 'Yes' on Motion to Invoke Cloture: Aaron Christian Peterson to be U.S. District Judge for the District of Ala
TIGHT TIMING TRADED BEFORE VOTE CMBS
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 Gallego Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TRADED BEFORE VOTE NVDA
65
Stock Trade
FCFS purchase $33K
Timing
5 days before vote
Trade: Feb 4 → Vote: Jan 30, 2026
Vote
On the Amendment
Voted: No
Markwayne Mullin bought FCFS ($15,001-$50,000) 5 days after voting 'No' on Paul Amdt. No. 4272
TRADED BEFORE VOTE FCFS
65
Stock Trade
META purchase $8K
Timing
1 day before vote
Trade: Jul 29 → Vote: Jul 28, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito bought META ($1,001-$15,000) 1 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 META
65
Stock Trade
GD sale $8K
Timing
3 days before vote
Trade: Jul 31 → Vote: Jul 28, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold GD ($1,001-$15,000) 3 days after voting 'Yes' on Motion to Invoke Cloture: David Wright to be a Member of the Nuclear Regulatory Commission
TIGHT TIMING TRADED BEFORE VOTE GD
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
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
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: Samuel Brown, of Nevada, to be Under Secretary of Veterans Affairs for Memorial Servic
TIGHT TIMING TRADED BEFORE VOTE SHY
65
Stock Trade
TLH purchase $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought TLH ($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 TLH
65
Stock Trade
IVW sale $8K
Timing
2 days before vote
Trade: Jan 29 → Vote: Jan 27, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
John Boozman sold IVW ($1,001-$15,000) 2 days after voting 'Yes' on Motion to Invoke Cloture on the Motion to Proceed to S. 3627
TIGHT TIMING TRADED BEFORE VOTE IVW
65
Stock Trade
CMBS purchase $8K
Timing
3 days before vote
Trade: Feb 6 → Vote: Feb 3, 2026
Vote
On the Nomination
Voted: Yes
John Boozman bought CMBS ($1,001-$15,000) 3 days after voting 'Yes' on Confirmation: Nicholas Jon Ganjei, of Texas, to be U.S. District Judge for the Southern District of
TIGHT TIMING TRADED BEFORE VOTE CMBS
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 Blumenthal Motion to Commit H.R. 1 to the Committee on Armed Services with Instructions
TRADED BEFORE VOTE NVDA
65
Stock Trade
META purchase $8K
Timing
1 day before vote
Trade: Jul 29 → Vote: Jul 28, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito bought META ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Invoke Cloture: David Wright to be a Member of the Nuclear Regulatory Commission
TIGHT TIMING TRADED BEFORE VOTE META
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: Emil Bove III, of Pennsylvania, to be United States Circuit Judge for the Third Circui
TIGHT TIMING TRADED BEFORE VOTE GD
65
Stock Trade
LPLA purchase $33K
Timing
6 days before vote
Trade: May 13 → Vote: May 7, 2025
Vote
On the Joint Resolution
Voted: Yes
Markwayne Mullin bought LPLA ($15,001-$50,000) 6 days after voting 'Yes' on S.J. Res. 13
TRADED BEFORE VOTE LPLA
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. 4234
TRADED BEFORE VOTE MTZ
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