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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
VLO sale $8K
Timing
1 day before vote
Trade: May 13 → Vote: May 12, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold VLO ($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 VLO
65
Stock Trade
PALL sale $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold PALL ($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 PALL
65
Stock Trade
MPWR purchase $33K
Timing
5 days before vote
Trade: Feb 4 → Vote: Jan 30, 2026
Vote
On the Motion
Voted: No
Markwayne Mullin bought MPWR ($15,001-$50,000) 5 days after voting 'No' on Motion to Waive All Applicable Budgetary Discipline Re: Merkley Amdt. No. 4287
TRADED BEFORE VOTE MPWR
65
Stock Trade
VNQI purchase $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought VNQI ($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 VNQI
65
Stock Trade
AGZ sale $8K
Timing
1 day before vote
Trade: Feb 6 → Vote: Feb 5, 2026
Vote
On the Nomination
Voted: Yes
John Boozman sold AGZ ($1,001-$15,000) 1 days after voting 'Yes' on Confirmation: Justin R. Olson, of Indiana, to be U.S. District Judge for the Southern District of In
TIGHT TIMING TRADED BEFORE VOTE AGZ
65
Stock Trade
LRCX purchase $33K
Timing
7 days before vote
Trade: May 13 → Vote: May 6, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought LRCX ($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 LRCX
65
Stock Trade
ADBE 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 ADBE ($15,001-$50,000) 5 days after voting 'Yes' on Motion to Table Lee Amdt. No. 4236
TRADED BEFORE VOTE ADBE
65
Stock Trade
CB sale $8K
Timing
2 days before vote
Trade: Jul 17 → Vote: Jul 15, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito sold CB ($1,001-$15,000) 2 days after voting 'Yes' on Confirmation: Anthony Tata, of Florida, to be Under Secretary of Defense for Personnel and Readiness
TIGHT TIMING TRADED BEFORE VOTE CB
65
Stock Trade
MSFT sale $8K
Timing
3 days before vote
Trade: Jul 18 → Vote: Jul 15, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold MSFT ($1,001-$15,000) 3 days after voting 'Yes' on Motion to Invoke Cloture: Joseph Edlow to be Director of U.S. Citizenship and Immigration Services,
TIGHT TIMING TRADED BEFORE VOTE MSFT
65
Stock Trade
PPG sale $8K
Timing
2 days before vote
Trade: Jul 31 → Vote: Jul 29, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold PPG ($1,001-$15,000) 2 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 PPG
65
Stock Trade
VLO sale $8K
Timing
1 day before vote
Trade: May 13 → Vote: May 12, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold VLO ($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 VLO
65
Stock Trade
PALL sale $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold PALL ($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 PALL
65
Stock Trade
MPWR purchase $33K
Timing
5 days before vote
Trade: Feb 4 → Vote: Jan 30, 2026
Vote
On the Amendment
Voted: No
Markwayne Mullin bought MPWR ($15,001-$50,000) 5 days after voting 'No' on Sanders Amdt. No. 4290
TRADED BEFORE VOTE MPWR
65
Stock Trade
VNQI purchase $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought VNQI ($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 VNQI
65
Stock Trade
AGZ sale $8K
Timing
1 day before vote
Trade: Feb 6 → Vote: Feb 5, 2026
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold AGZ ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Invoke Cloture: Justin R. Olson to be U.S. District Judge for the Southern District of Ind
TIGHT TIMING TRADED BEFORE VOTE AGZ
65
Stock Trade
PEBO sale $375K
Timing
5 days after vote
Trade: Aug 28 → Vote: Sep 2, 2025
Vote
On Cloture on the Motion to Proceed
Voted: Yes
James Conley Justice II sold PEBO ($250,001-$500,000) 5 days before voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to S. 2296
FEATURED PEBO
65
Stock Trade
LRCX 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 LRCX ($15,001-$50,000) 7 days after voting 'Yes' on Motion to proceed to S.J. Res. 13
TRADED BEFORE VOTE LRCX
65
Stock Trade
VLO purchase $75K
Timing
Same day
Trade: May 13 → Vote: May 13, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought VLO ($50,001-$100,000) 0 days after voting 'Yes' on Motion to Invoke Cloture: Katharine MacGregor to be Deputy Secretary of the Interior
TIGHT TIMING VLO
65
Stock Trade
ADBE purchase $33K
Timing
5 days before vote
Trade: Feb 4 → Vote: Jan 30, 2026
Vote
On the Amendment
Voted: No
Markwayne Mullin bought ADBE ($15,001-$50,000) 5 days after voting 'No' on Paul Amdt. No. 4272
TRADED BEFORE VOTE ADBE
65
Stock Trade
CB sale $8K
Timing
2 days before vote
Trade: Jul 17 → Vote: Jul 15, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold CB ($1,001-$15,000) 2 days after voting 'Yes' on Motion to Invoke Cloture: Anthony Tata to be Under Secretary of Defense for Personnel and Readiness
TIGHT TIMING TRADED BEFORE VOTE CB
65
Stock Trade
MSFT sale $8K
Timing
3 days before vote
Trade: Jul 18 → Vote: Jul 15, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito sold MSFT ($1,001-$15,000) 3 days after voting 'Yes' on Confirmation: Anthony Tata, of Florida, to be Under Secretary of Defense for Personnel and Readiness
TIGHT TIMING TRADED BEFORE VOTE MSFT
65
Stock Trade
PPG sale $8K
Timing
2 days before vote
Trade: Jul 31 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito sold PPG ($1,001-$15,000) 2 days after voting 'Yes' on Confirmation: Earl Matthews, of Virginia, to be General Counsel of the Department of Defense
TIGHT TIMING TRADED BEFORE VOTE PPG
65
Stock Trade
PALL sale $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold PALL ($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 PALL
65
Stock Trade
MPWR purchase $33K
Timing
5 days before vote
Trade: Feb 4 → Vote: Jan 30, 2026
Vote
On the Motion to Table
Voted: No
Markwayne Mullin bought MPWR ($15,001-$50,000) 5 days after voting 'No' on Motion to Table Lee Amdt. No. 4286
TRADED BEFORE VOTE MPWR
65
Stock Trade
VNQI purchase $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought VNQI ($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 VNQI
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