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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
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: Gadyaces Serralta to be Director of the United States Marshals Service
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: Jason Reding Quinones, of Florida, to be United States Attorney for the Southern Distr
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 Motion to Table
Voted: Yes
John Boozman bought XTWO ($15,001-$50,000) 7 days after voting 'Yes' on Motion to Table Lee Amdt. No. 4286
TRADED BEFORE VOTE XTWO
65
Stock Trade
PG sale $8K
Timing
1 day before vote
Trade: Feb 26 → Vote: Feb 25, 2026
Vote
On the Nomination
Voted: Yes
John Boozman sold PG ($1,001-$15,000) 1 days after voting 'Yes' on Confirmation: John DeLeeuw, of Texas, to be a Member of the National Transportation Safety Board
TIGHT TIMING TRADED BEFORE VOTE PG
65
Stock Trade
AMZN purchase $8K
Timing
2 days before vote
Trade: Apr 30 → Vote: Apr 28, 2025
Vote
On the Cloture Motion
Voted: Yes
Katie Britt bought AMZN ($1,001-$15,000) 2 days after voting 'Yes' on Motion to Invoke Cloture: David Perdue to be Ambassador Extraordinary and Plenipotentiary of the U.S
TIGHT TIMING TRADED BEFORE VOTE AMZN
65
Stock Trade
MSFT sale $8K
Timing
1 day before vote
Trade: Jun 18 → Vote: Jun 17, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold MSFT ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Invoke Cloture: Olivia Trusty to be a Member of the Federal Communications Commission (Rea
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 Ossoff Amdt. No. 2896
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: No
Shelley Moore Capito sold AVGO ($1,001-$15,000) 1 days after voting 'No' on Merkley Amdt. No. 2863
TIGHT TIMING TRADED BEFORE VOTE AVGO
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 Padilla Motion to Commit H.R. 1 to the Committee on Finance with Instructions
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 Cloture Motion
Voted: Yes
John Boozman bought GE ($1,001-$15,000) 2 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 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: Gadyaces Serralta, of Florida, to be Director of the United States Marshals Service
TIGHT TIMING TRADED BEFORE VOTE PPLT
65
Stock Trade
MBB purchase $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought MBB ($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 MBB
65
Stock Trade
TLT 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 TLT ($1,001-$15,000) 2 days after voting 'No' on Motion to Discharge S. J. Res. 34
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: Jason Reding Quinones to be United States Attorney for the Southern Distri
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 Motion to Table
Voted: Yes
John Boozman bought XTWO ($15,001-$50,000) 7 days after voting 'Yes' on Motion to Table Lee Amdt. No. 4234
TRADED BEFORE VOTE XTWO
65
Stock Trade
PG sale $8K
Timing
1 day before vote
Trade: Feb 26 → Vote: Feb 25, 2026
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold PG ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Invoke Cloture: John DeLeeuw to be a Member of the National Transportation Safety Board
TIGHT TIMING TRADED BEFORE VOTE PG
65
Stock Trade
AMZN purchase $8K
Timing
1 day before vote
Trade: Apr 30 → Vote: Apr 29, 2025
Vote
On the Nomination
Voted: Yes
Katie Britt bought AMZN ($1,001-$15,000) 1 days after voting 'Yes' on Confirmation: Tilman Fertitta, of Texas, to be Ambassador of the United States of America to the Ita
TIGHT TIMING TRADED BEFORE VOTE AMZN
65
Stock Trade
AMAT 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 AMAT ($15,001-$50,000) 7 days after voting 'Yes' on Motion to proceed to S.J. Res. 7
TRADED BEFORE VOTE AMAT
65
Stock Trade
MSFT sale $8K
Timing
1 day before vote
Trade: Jun 18 → Vote: Jun 17, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold MSFT ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Invoke Cloture: Olivia Trusty 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: No
Shelley Moore Capito sold AFL ($1,001-$15,000) 1 days after voting 'No' on Shaheen Amdt. No. 2898
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: No
Shelley Moore Capito sold AVGO ($1,001-$15,000) 1 days after voting 'No' on Ossoff Amdt. No. 2896
TIGHT TIMING TRADED BEFORE VOTE AVGO
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 Schiff Motion to Commit H.R. 1 to the Committee on Agriculture, Nutrition, and Forestry with Instruc
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: Susan Monarez, of Wisconsin, to be Director of the Centers for Disease Control and Pre
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: Tyler Clarkson, of Virginia, to be General Counsel of the Department of Agriculture
TIGHT TIMING TRADED BEFORE VOTE PPLT
65
Stock Trade
MBB purchase $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought MBB ($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 MBB
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