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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
DELL sale $33K
Timing
5 days before vote
Trade: Feb 4 → Vote: Jan 30, 2026
Vote
On the Amendment
Voted: No
Markwayne Mullin sold DELL ($15,001-$50,000) 5 days after voting 'No' on Sanders Amdt. No. 4290
TRADED BEFORE VOTE DELL
65
Stock Trade
VNQI purchase $8K
Timing
3 days before vote
Trade: Aug 1 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought VNQI ($1,001-$15,000) 3 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 VNQI
65
Stock Trade
IEI purchase $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought IEI ($1,001-$15,000) 1 days after voting 'Yes' on Confirmation: Tyler Clarkson, of Virginia, to be General Counsel of the Department of Agriculture
TIGHT TIMING TRADED BEFORE VOTE IEI
65
Stock Trade
CL sale $8K
Timing
1 day before vote
Trade: Jul 31 → Vote: Jul 30, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito sold CL ($1,001-$15,000) 1 days after voting 'Yes' on Confirmation: Joseph Kent, of Washington, to be Director of the National Counterterrorism Center, Of
TIGHT TIMING TRADED BEFORE VOTE CL
65
Stock Trade
PPG sale $8K
Timing
3 days before vote
Trade: Jul 31 → Vote: Jul 28, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold PPG ($1,001-$15,000) 3 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 PPG
65
Stock Trade
PLD purchase $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito bought PLD ($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 PLD
65
Stock Trade
PALL 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 PALL ($1,001-$15,000) 2 days after voting 'No' on Motion to Discharge S. J. Res. 41
TIGHT TIMING TRADED BEFORE VOTE PALL
65
Stock Trade
DELL 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 DELL ($15,001-$50,000) 5 days after voting 'No' on Motion to Table Lee Amdt. No. 4286
TRADED BEFORE VOTE DELL
65
Stock Trade
VNQI purchase $8K
Timing
3 days before vote
Trade: Aug 1 → Vote: Jul 29, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought VNQI ($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 VNQI
65
Stock Trade
IEI purchase $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought IEI ($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 IEI
65
Stock Trade
AGZ sale $8K
Timing
3 days before vote
Trade: Feb 6 → Vote: Feb 3, 2026
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold AGZ ($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 AGZ
65
Stock Trade
AIT sale $8K
Timing
2 days before vote
Trade: Feb 4 → Vote: Feb 2, 2026
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin sold AIT ($1,001-$15,000) 2 days after voting 'Yes' on Motion to Invoke Cloture: David Clay Fowlkes to be United States District Judge for the Western Dist
TIGHT TIMING TRADED BEFORE VOTE AIT
65
Stock Trade
CL sale $8K
Timing
1 day before vote
Trade: Jul 31 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold CL ($1,001-$15,000) 1 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 CL
65
Stock Trade
PPG sale $8K
Timing
3 days before vote
Trade: Jul 31 → Vote: Jul 28, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito sold PPG ($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 PPG
65
Stock Trade
PLD purchase $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito bought PLD ($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 PLD
65
Stock Trade
PALL sale $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold PALL ($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 PALL
65
Stock Trade
DELL 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 DELL ($15,001-$50,000) 5 days after voting 'No' on Motion to Table Lee Amdt. No. 4234
TRADED BEFORE VOTE DELL
65
Stock Trade
VNQI purchase $8K
Timing
3 days before vote
Trade: Aug 1 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought VNQI ($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 VNQI
65
Stock Trade
AGZ sale $8K
Timing
3 days before vote
Trade: Feb 6 → Vote: Feb 3, 2026
Vote
On the Nomination
Voted: Yes
John Boozman sold AGZ ($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 AGZ
65
Stock Trade
GOOGL Purchase $750K
Timing
29 days before vote
Trade: Jan 16 → Vote: Dec 18, 2025
Vote
On Passage
Voted: No
Hon. Nancy Pelosi sold GOOGL ($500,001-$1,000,000) 29 days after voting 'No' on On Passage
TRADED BEFORE VOTE GOOGL
65
Stock Trade
AIT sale $8K
Timing
1 day before vote
Trade: Feb 4 → Vote: Feb 3, 2026
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin sold AIT ($1,001-$15,000) 1 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 AIT
65
Stock Trade
CL sale $8K
Timing
1 day before vote
Trade: Jul 31 → Vote: Jul 30, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito sold CL ($1,001-$15,000) 1 days after voting 'Yes' on Confirmation: Thomas Gaiser, of Ohio, to be an Assistant Attorney General
TIGHT TIMING TRADED BEFORE VOTE CL
65
Stock Trade
PPG sale $8K
Timing
3 days before vote
Trade: Jul 31 → Vote: Jul 28, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold PPG ($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 PPG
65
Stock Trade
PLD purchase $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito bought PLD ($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 PLD
65
Stock Trade
PALL sale $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold PALL ($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 PALL
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Legislation and bill sponsorships
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