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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
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: Thomas Gaiser to be an Assistant Attorney General
TIGHT TIMING TRADED BEFORE VOTE PALL
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: Gadyaces Serralta to be Director of the United States Marshals Service
TIGHT TIMING TRADED BEFORE VOTE VNQI
65
Stock Trade
AGZ sale $8K
Timing
2 days before vote
Trade: Feb 6 → Vote: Feb 4, 2026
Vote
On the Nomination
Voted: Yes
John Boozman sold AGZ ($1,001-$15,000) 2 days after voting 'Yes' on Confirmation: Megan Blair Benton, of Missouri, to be U.S. District Judge for the Western District of
TIGHT TIMING TRADED BEFORE VOTE AGZ
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 Sanders Amdt. No. 4290
TRADED BEFORE VOTE ADBE
65
Stock Trade
CB sale $8K
Timing
3 days before vote
Trade: Jul 17 → Vote: Jul 14, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito sold CB ($1,001-$15,000) 3 days after voting 'Yes' on Confirmation: Whitney D. Hermandorfer, of Tennessee, to be United States Circuit Judge for the Sixth
TIGHT TIMING TRADED BEFORE VOTE CB
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: Susan Monarez, of Wisconsin, to be Director of the Centers for Disease Control and Pre
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: Tyler Clarkson, of Virginia, to be General Counsel of the Department of Agriculture
TIGHT TIMING TRADED BEFORE VOTE PLD
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: Nicholas Kent to be Under Secretary of Education
TIGHT TIMING TRADED BEFORE VOTE PALL
65
Stock Trade
MPWR purchase $33K
Timing
6 days before vote
Trade: Feb 4 → Vote: Jan 29, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Markwayne Mullin bought MPWR ($15,001-$50,000) 6 days after voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 7148
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 Motion to Discharge
Voted: No
John Boozman bought VNQI ($1,001-$15,000) 2 days after voting 'No' on Motion to Discharge S. J. Res. 34
TIGHT TIMING TRADED BEFORE VOTE VNQI
65
Stock Trade
AGZ sale $8K
Timing
2 days before vote
Trade: Feb 6 → Vote: Feb 4, 2026
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold AGZ ($1,001-$15,000) 2 days after voting 'Yes' on Motion to Invoke Cloture: Megan Blair Benton to be U.S. District Judge for the Western District of M
TIGHT TIMING TRADED BEFORE VOTE AGZ
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: No
Markwayne Mullin bought ADBE ($15,001-$50,000) 5 days after voting 'No' on Motion to Table Lee Amdt. No. 4286
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: Joseph Edlow, of Maryland, to be Director of U.S. Citizenship and Immigration Services
TIGHT TIMING TRADED BEFORE VOTE CB
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: Susan Monarez to be Director of the Centers for Disease Control and Preven
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: Cheryl Mason to be Inspector General, Department of Veterans Affairs
TIGHT TIMING TRADED BEFORE VOTE PLD
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: Reed Rubinstein to be Legal Adviser of the Department of State
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: David Woll to be General Counsel of the Department of Housing and Urban De
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 Passage of the Bill
Voted: Yes
Markwayne Mullin bought MPWR ($15,001-$50,000) 5 days after voting 'Yes' on H.R. 7148, as Amended
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 Motion to Discharge
Voted: No
John Boozman bought VNQI ($1,001-$15,000) 2 days after voting 'No' on Motion to Discharge S. J. Res. 41
TIGHT TIMING TRADED BEFORE VOTE VNQI
65
Stock Trade
AGZ sale $8K
Timing
2 days before vote
Trade: Feb 6 → Vote: Feb 4, 2026
Vote
On the Nomination
Voted: Yes
John Boozman sold AGZ ($1,001-$15,000) 2 days after voting 'Yes' on Confirmation: Aaron Christian Peterson, of Alaska, to be United States District Judge for the Distri
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 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. 7
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: No
Markwayne Mullin bought ADBE ($15,001-$50,000) 5 days after voting 'No' on Motion to Table Lee Amdt. No. 4234
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: Joseph Edlow to be Director of U.S. Citizenship and Immigration Services,
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: Joseph Edlow, of Maryland, 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 Nomination
Voted: Yes
Shelley Moore Capito sold PPG ($1,001-$15,000) 2 days after voting 'Yes' on Confirmation: William Kimmitt, of Virginia, to be Under Secretary of Commerce for International Trad
TIGHT TIMING TRADED BEFORE VOTE PPG
Explore More Data
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Lobbying filings and influence spending
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Interactive graph: Epstein figures → donors → politicians
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