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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
MDLZ sale $8K
Timing
1 day before vote
Trade: Jul 31 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold MDLZ ($1,001-$15,000) 1 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 MDLZ
65
Stock Trade
LHX 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 LHX ($15,001-$50,000) 7 days after voting 'Yes' on Motion to proceed to S.J. Res. 13
TRADED BEFORE VOTE LHX
65
Stock Trade
PPLT sale $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold PPLT ($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 PPLT
65
Stock Trade
MCK 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 MCK ($15,001-$50,000) 5 days after voting 'Yes' on Motion to Table Lee Amdt. No. 4236
TRADED BEFORE VOTE MCK
65
Stock Trade
MBB purchase $8K
Timing
3 days before vote
Trade: Aug 1 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought MBB ($1,001-$15,000) 3 days after voting 'Yes' on Confirmation: Earl Matthews, of Virginia, to be General Counsel of the Department of Defense
TIGHT TIMING TRADED BEFORE VOTE MBB
65
Stock Trade
TLT purchase $8K
Timing
3 days before vote
Trade: Aug 1 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought TLT ($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 TLT
65
Stock Trade
IEF purchase $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought IEF ($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 IEF
65
Stock Trade
RNWGX purchase $33K
Timing
5 days before vote
Trade: Aug 7 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought RNWGX ($15,001-$50,000) 5 days after voting 'Yes' on Confirmation: Marcus Molinaro, of New York, to be Federal Transit Administrator
TRADED BEFORE VOTE RNWGX
65
Stock Trade
DIS purchase $8K
Timing
2 days before vote
Trade: Jan 8 → Vote: Jan 6, 2026
Vote
On the Nomination
Voted: Yes
John Boozman bought DIS ($1,001-$15,000) 2 days after voting 'Yes' on Confirmation: Sara Bailey, of Texas, to be Director of National Drug Control Policy
TIGHT TIMING TRADED BEFORE VOTE DIS
65
Stock Trade
DBLEX sale $8K
Timing
1 day before vote
Trade: Feb 6 → Vote: Feb 5, 2026
Vote
On the Nomination
Voted: Yes
John Boozman sold DBLEX ($1,001-$15,000) 1 days after voting 'Yes' on Confirmation: Brian Charles Lea, of Tennessee, to be U.S. District Judge for the Western District of
TIGHT TIMING TRADED BEFORE VOTE DBLEX
65
Stock Trade
AFL sale $8K
Timing
2 days before vote
Trade: Jul 18 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: No
Shelley Moore Capito sold AFL ($1,001-$15,000) 2 days after voting 'No' on Coons Amdt. No. 2856
TIGHT TIMING TRADED BEFORE VOTE AFL
65
Stock Trade
AVGO sale $8K
Timing
2 days before vote
Trade: Jul 18 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: No
Shelley Moore Capito sold AVGO ($1,001-$15,000) 2 days after voting 'No' on Baldwin Amdt. No. 2855
TIGHT TIMING TRADED BEFORE VOTE AVGO
65
Stock Trade
MDLZ sale $8K
Timing
1 day before vote
Trade: Jul 31 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold MDLZ ($1,001-$15,000) 1 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 MDLZ
65
Stock Trade
LHX purchase $33K
Timing
6 days before vote
Trade: May 13 → Vote: May 7, 2025
Vote
On the Joint Resolution
Voted: Yes
Markwayne Mullin bought LHX ($15,001-$50,000) 6 days after voting 'Yes' on S.J. Res. 13
TRADED BEFORE VOTE LHX
65
Stock Trade
PPLT sale $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold PPLT ($1,001-$15,000) 2 days after voting 'Yes' on Confirmation: Thomas Gaiser, of Ohio, to be an Assistant Attorney General
TIGHT TIMING TRADED BEFORE VOTE PPLT
65
Stock Trade
MCK purchase $33K
Timing
5 days before vote
Trade: Feb 4 → Vote: Jan 30, 2026
Vote
On the Amendment
Voted: No
Markwayne Mullin bought MCK ($15,001-$50,000) 5 days after voting 'No' on Paul Amdt. No. 4272
TRADED BEFORE VOTE MCK
65
Stock Trade
MBB purchase $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought MBB ($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 MBB
65
Stock Trade
TLT purchase $8K
Timing
3 days before vote
Trade: Aug 1 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought TLT ($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 TLT
65
Stock Trade
IEF purchase $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought IEF ($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 IEF
65
Stock Trade
RNWGX purchase $33K
Timing
5 days before vote
Trade: Aug 7 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought RNWGX ($15,001-$50,000) 5 days after voting 'Yes' on Confirmation: Adam Telle, of Mississippi, to be an Assistant Secretary of the Army
TRADED BEFORE VOTE RNWGX
65
Stock Trade
DIS purchase $8K
Timing
2 days before vote
Trade: Jan 8 → Vote: Jan 6, 2026
Vote
On the Nomination
Voted: Yes
John Boozman bought DIS ($1,001-$15,000) 2 days after voting 'Yes' on Confirmation: Joshua Simmons, of Virginia, to be General Counsel of the Central Intelligence Agency
TIGHT TIMING TRADED BEFORE VOTE DIS
65
Stock Trade
AFL sale $8K
Timing
1 day before vote
Trade: Jul 18 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold AFL ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Invoke Cloture: John Hurley to be Under Secretary for Terrorism and Financial Crimes
TIGHT TIMING TRADED BEFORE VOTE AFL
65
Stock Trade
AVGO sale $8K
Timing
2 days before vote
Trade: Jul 18 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: No
Shelley Moore Capito sold AVGO ($1,001-$15,000) 2 days after voting 'No' on Coons Amdt. No. 2856
TIGHT TIMING TRADED BEFORE VOTE AVGO
65
Stock Trade
MDLZ sale $8K
Timing
1 day before vote
Trade: Jul 31 → Vote: Jul 30, 2025
Vote
On the Motion to Discharge
Voted: No
John Boozman sold MDLZ ($1,001-$15,000) 1 days after voting 'No' on Motion to Discharge S. J. Res. 34
TIGHT TIMING TRADED BEFORE VOTE MDLZ
65
Stock Trade
LHX purchase $33K
Timing
5 days before vote
Trade: May 13 → Vote: May 8, 2025
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Markwayne Mullin bought LHX ($15,001-$50,000) 5 days after voting 'Yes' on Motion to Invoke Cloture: Motion to proceed to S. 1582
TRADED BEFORE VOTE LHX
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