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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
PPLT sale $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold PPLT ($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 PPLT
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: Jospeh Kent to be Director of the National Counterterrorism Center, Office
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: Earl Matthews, of Virginia, to be General Counsel of the Department of Defense
TIGHT TIMING TRADED BEFORE VOTE TLT
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: Jeanine Pirro, of New York, to be United States Attorney for the District of Columbia
TRADED BEFORE VOTE RNWGX
65
Stock Trade
PYPL purchase $8K
Timing
2 days before vote
Trade: Jan 29 → Vote: Jan 27, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
John Boozman bought PYPL ($1,001-$15,000) 2 days after voting 'Yes' on Motion to Invoke Cloture on the Motion to Proceed to S. 3627
TIGHT TIMING TRADED BEFORE VOTE PYPL
65
Stock Trade
XTWO purchase $33K
Timing
7 days before vote
Trade: Feb 6 → Vote: Jan 30, 2026
Vote
On the Motion
Voted: No
John Boozman bought XTWO ($15,001-$50,000) 7 days after voting 'No' on Motion to Waive All Applicable Budgetary Discipline Re: Merkley Amdt. No. 4287
TRADED BEFORE VOTE XTWO
Angus King I ME
65
Stock Trade
ONON sale $8K
Timing
1 day before vote
Trade: Feb 13 → Vote: Feb 12, 2026
Vote
On the Joint Resolution
Voted: No
Angus King sold ONON ($1,001-$15,000) 1 days after voting 'No' on H. J. Res. 142
TIGHT TIMING TRADED BEFORE VOTE ONON
65
Stock Trade
MSFT sale $8K
Timing
1 day before vote
Trade: Jun 18 → Vote: Jun 17, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito sold MSFT ($1,001-$15,000) 1 days after voting 'Yes' on Confirmation: Olivia Trusty, of Maryland, to be a Member of the Federal Communications Commission
TIGHT TIMING TRADED BEFORE VOTE MSFT
65
Stock Trade
AFL sale $8K
Timing
1 day before vote
Trade: Jul 18 → Vote: Jul 17, 2025
Vote
On the Amendment
Voted: Yes
Shelley Moore Capito sold AFL ($1,001-$15,000) 1 days after voting 'Yes' on Schmitt Admt. No. 2853
TIGHT TIMING TRADED BEFORE VOTE AFL
65
Stock Trade
AVGO 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 AVGO ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Invoke Cloture: Joshua M. Divine to be U.S. District Judge for the Eastern and Western Dis
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: Thomas Gaiser to be an Assistant Attorney General
TIGHT TIMING TRADED BEFORE VOTE MDLZ
65
Stock Trade
GE purchase $8K
Timing
2 days before vote
Trade: Jul 31 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought GE ($1,001-$15,000) 2 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 GE
65
Stock Trade
PPLT sale $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold PPLT ($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 PPLT
65
Stock Trade
MBB purchase $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought MBB ($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 MBB
65
Stock Trade
TLT purchase $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought TLT ($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 TLT
65
Stock Trade
RNWGX purchase $33K
Timing
5 days before vote
Trade: Aug 7 → Vote: Aug 2, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought RNWGX ($15,001-$50,000) 5 days after voting 'Yes' on Motion to Invoke Cloture: Jeanine Pirro to be United States Attorney for the District of Columbia
TRADED BEFORE VOTE RNWGX
65
Stock Trade
XTWO purchase $33K
Timing
7 days before vote
Trade: Feb 6 → Vote: Jan 30, 2026
Vote
On the Amendment
Voted: No
John Boozman bought XTWO ($15,001-$50,000) 7 days after voting 'No' on Sanders Amdt. No. 4290
TRADED BEFORE VOTE XTWO
65
Stock Trade
PG sale $8K
Timing
2 days before vote
Trade: Feb 26 → Vote: Feb 24, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
John Boozman sold PG ($1,001-$15,000) 2 days after voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 7147
TIGHT TIMING TRADED BEFORE VOTE PG
65
Stock Trade
MSFT sale $8K
Timing
1 day before vote
Trade: Jun 18 → Vote: Jun 17, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito sold MSFT ($1,001-$15,000) 1 days after voting 'Yes' on Confirmation: Gary Andres, of Virginia, to be an Assistant Secretary of Health and Human Services
TIGHT TIMING TRADED BEFORE VOTE MSFT
65
Stock Trade
AFL sale $8K
Timing
1 day before vote
Trade: Jul 18 → Vote: Jul 17, 2025
Vote
On the Amendment
Voted: No
Shelley Moore Capito sold AFL ($1,001-$15,000) 1 days after voting 'No' on Merkley Amdt. No. 2863
TIGHT TIMING TRADED BEFORE VOTE AFL
65
Stock Trade
AVGO sale $8K
Timing
1 day before vote
Trade: Jul 18 → Vote: Jul 17, 2025
Vote
On the Amendment
Voted: Yes
Shelley Moore Capito sold AVGO ($1,001-$15,000) 1 days after voting 'Yes' on Schmitt Admt. No. 2853
TIGHT TIMING TRADED BEFORE VOTE AVGO
65
Stock Trade
MU sale $8K
Timing
3 days before vote
Trade: Jul 1 → Vote: Jun 28, 2025
Vote
On the Motion to Proceed
Voted: Yes
John Boozman sold MU ($1,001-$15,000) 3 days after voting 'Yes' on Motion to Proceed to H.R. 1
TIGHT TIMING TRADED BEFORE VOTE MU
65
Stock Trade
GE purchase $8K
Timing
2 days before vote
Trade: Jul 31 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought GE ($1,001-$15,000) 2 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 GE
65
Stock Trade
PPLT sale $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold PPLT ($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 PPLT
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: Thomas Gaiser to be an Assistant Attorney General
TIGHT TIMING TRADED BEFORE VOTE MBB
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Legislation and bill sponsorships
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