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STOCK TRADE ↔ VOTE CORRELATIONS
30,326
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.

30,326
Correlations
49
Politicians
719
Score 70+
44.3
Avg Score

Highest Average Scores

HICKENLOOPER, JOHN W. D CO
55 avg (74)
Markwayne Mullin R OK
50.9 avg (4702)
SMITH, ANDY D MN
49.8 avg (65)
CAPITO, SHELLEY MOORE R WV
48.5 avg (221)
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)
Jim Justice R WV
45.3 avg (60)

Most Correlated Tickers

UNH
45.7 avg (896 trades)
MSFT
45.5 avg (774 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
41.2 avg (398 trades)

Correlations (30326 found)

Score Date Amount Timing
65
Stock Trade
HD purchase $8K
Timing
2 days before vote
Trade: May 16 → Vote: May 14, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought HD ($1,001-$15,000) 2 days after voting 'Yes' on Confirmation: Eric Matthew Ueland, of Virginia, to be Deputy Director for Management, Office of Mana
TIGHT TIMING TRADED BEFORE VOTE HD
65
Stock Trade
MU sale $8K
Timing
1 day before vote
Trade: Jun 11 → Vote: Jun 10, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold MU ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Invoke Cloture: Andrew Hughes to be Deputy Secretary of Housing and Urban Development
TIGHT TIMING TRADED BEFORE VOTE MU
65
Stock Trade
MU sale $8K
Timing
1 day before vote
Trade: Jul 1 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
John Boozman sold MU ($1,001-$15,000) 1 days after voting 'No' on Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TIGHT TIMING TRADED BEFORE VOTE MU
65
Stock Trade
ZTS purchase $75K
Timing
1 day after vote
Trade: May 13 → Vote: May 14, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought ZTS ($50,001-$100,000) 1 days before voting 'Yes' on Motion to Invoke Cloture: Eric Matthew Ueland to be Deputy Director for Management, Office of Manage
TIGHT TIMING ZTS
65
Stock Trade
GE purchase $8K
Timing
1 day before vote
Trade: Jul 31 → Vote: Jul 30, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought GE ($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 GE
65
Stock Trade
EMLP sale $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold EMLP ($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 EMLP
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
RNWGX purchase $8K
Timing
3 days before vote
Trade: Aug 1 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought RNWGX ($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 RNWGX
65
Stock Trade
TLT purchase $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought TLT ($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 TLT
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
HD purchase $8K
Timing
2 days before vote
Trade: May 16 → Vote: May 14, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought HD ($1,001-$15,000) 2 days after voting 'Yes' on Motion to Invoke Cloture: Eric Matthew Ueland to be Deputy Director for Management, Office of Manage
TIGHT TIMING TRADED BEFORE VOTE HD
65
Stock Trade
MU sale $8K
Timing
1 day before vote
Trade: Jun 11 → Vote: Jun 10, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold MU ($1,001-$15,000) 1 days after voting 'Yes' on Confirmation: Stephen Vaden, of Tennessee, to be Deputy Secretary of Agriculture
TIGHT TIMING TRADED BEFORE VOTE MU
65
Stock Trade
MU sale $8K
Timing
1 day before vote
Trade: Jul 1 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
John Boozman sold MU ($1,001-$15,000) 1 days after voting 'No' on Schumer Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TIGHT TIMING TRADED BEFORE VOTE MU
65
Stock Trade
ZTS purchase $75K
Timing
1 day after vote
Trade: May 13 → Vote: May 14, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought ZTS ($50,001-$100,000) 1 days before voting 'Yes' on Confirmation: Emil Michael, of Florida, to be Under Secretary of Defense for Research and Engineerin
TIGHT TIMING ZTS
65
Stock Trade
GE purchase $8K
Timing
1 day before vote
Trade: Jul 31 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought GE ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Invoke Cloture: Thomas Gaiser to be an Assistant Attorney General
TIGHT TIMING TRADED BEFORE VOTE GE
65
Stock Trade
EMLP sale $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold EMLP ($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 EMLP
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
RNWGX purchase $8K
Timing
3 days before vote
Trade: Aug 1 → Vote: Jul 29, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought RNWGX ($1,001-$15,000) 3 days after voting 'Yes' on Motion to Invoke Cloture: Samuel Brown to be Under Secretary of Veterans Affairs for Memorial Affair
TIGHT TIMING TRADED BEFORE VOTE RNWGX
65
Stock Trade
TLT purchase $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought TLT ($1,001-$15,000) 1 days after voting 'Yes' on Confirmation: Gadyaces Serralta, of Florida, to be Director of the United States Marshals Service
TIGHT TIMING TRADED BEFORE VOTE TLT
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
HD purchase $8K
Timing
2 days before vote
Trade: May 16 → Vote: May 14, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought HD ($1,001-$15,000) 2 days after voting 'Yes' on Confirmation: Emil Michael, of Florida, to be Under Secretary of Defense for Research and Engineerin
TIGHT TIMING TRADED BEFORE VOTE HD
65
Stock Trade
MU sale $8K
Timing
1 day before vote
Trade: Jun 11 → Vote: Jun 10, 2025
Vote
On the Cloture Motion
Voted: Not Voting
John Boozman sold MU ($1,001-$15,000) 1 days after voting 'Not Voting' on Motion to Invoke Cloture: Stephen Vaden to be Deputy Secretary of Agriculture
TIGHT TIMING TRADED BEFORE VOTE MU
65
Stock Trade
MU sale $8K
Timing
1 day before vote
Trade: Jul 1 → Vote: Jun 30, 2025
Vote
On the Decision of the Chair
Voted: Yes
John Boozman sold MU ($1,001-$15,000) 1 days after voting 'Yes' on Does the Decision of the Chair Stand as the Judgment of the Senate that Amdt. No. 2360 does not Viol
TIGHT TIMING TRADED BEFORE VOTE MU
65
Stock Trade
ZTS purchase $75K
Timing
1 day after vote
Trade: May 13 → Vote: May 14, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought ZTS ($50,001-$100,000) 1 days before voting 'Yes' on Motion to Invoke Cloture: Emil Michael to be Under Secretary of Defense for Research and Engineering
TIGHT TIMING ZTS
65
Stock Trade
APG 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 APG ($15,001-$50,000) 6 days after voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 7148
TRADED BEFORE VOTE APG
Explore More Data
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Bills
Legislation and bill sponsorships
🔍
Exposed
Highest-scoring suspicious correlations
🤝
Lobbying
Lobbying filings and influence spending
🔗
Epstein Money Trail
Epstein-linked figures × FEC donation records
🗳️
Votes
Roll call votes and voting records
💰
Money Trail
Follow the money from donors to politicians
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