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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
70
Stock Trade
GD sale $8K
Timing
14 days before vote
Trade: Jul 31 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold GD ($1,001-$15,000) 14 days after voting 'Yes' on Motion to Invoke Cloture: Bradley Hansell to be Under Secretary of Defense for Intelligence and Secu
HIGH SCORE TRADED BEFORE VOTE GD
70
Stock Trade
JPM sale $8K
Timing
7 days after vote
Trade: Jul 24 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold JPM ($1,001-$15,000) 7 days before voting 'Yes' on Motion to Invoke Cloture: Cheryl Mason to be Inspector General, Department of Veterans Affairs
HIGH SCORE JPM
70
Stock Trade
JPM sale $8K
Timing
7 days after vote
Trade: Jul 24 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold JPM ($1,001-$15,000) 7 days before voting 'Yes' on Confirmation: Cheryl Mason, of North Carolina, to be Inspector General, Department of Veterans Affai
HIGH SCORE JPM
70
Stock Trade
JPM sale $8K
Timing
5 days after vote
Trade: Jul 24 → Vote: Jul 29, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold JPM ($1,001-$15,000) 5 days before voting 'Yes' on Motion to Invoke Cloture: Samuel Brown to be Under Secretary of Veterans Affairs for Memorial Affair
HIGH SCORE JPM
70
Stock Trade
JPM sale $8K
Timing
5 days after vote
Trade: Jul 24 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold JPM ($1,001-$15,000) 5 days before voting 'Yes' on Confirmation: Samuel Brown, of Nevada, to be Under Secretary of Veterans Affairs for Memorial Servic
HIGH SCORE JPM
70
Stock Trade
UNH sale $8K
Timing
6 days after vote
Trade: Jun 11 → Vote: Jun 17, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold UNH ($1,001-$15,000) 6 days before voting 'Yes' on Confirmation: Gary Andres, of Virginia, to be an Assistant Secretary of Health and Human Services
HIGH SCORE UNH
70
Stock Trade
UNH sale $8K
Timing
5 days after vote
Trade: Jun 11 → Vote: Jun 16, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold UNH ($1,001-$15,000) 5 days before voting 'Yes' on Motion to Invoke Cloture: Gary Andres to be an Assistant Secretary of Health and Human Services
HIGH SCORE UNH
70
Stock Trade
RTX purchase $8K
Timing
4 days after vote
Trade: May 30 → Vote: Jun 3, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought RTX ($1,001-$15,000) 4 days before voting 'Yes' on Confirmation: Michael Duffey, of Virginia, to be Under Secretary of Defense for Acquisition and Sust
HIGH SCORE RTX
70
Stock Trade
RTX purchase $8K
Timing
4 days after vote
Trade: May 30 → Vote: Jun 3, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought RTX ($1,001-$15,000) 4 days before voting 'Yes' on Motion to Invoke Cloture: Dale Marks to be an Assistant Secretary of Defense
HIGH SCORE RTX
70
Stock Trade
RTX purchase $8K
Timing
4 days after vote
Trade: May 30 → Vote: Jun 3, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought RTX ($1,001-$15,000) 4 days before voting 'Yes' on Confirmation: Dale Marks, of Florida, to be an Assistant Secretary of Defense
HIGH SCORE RTX
70
Stock Trade
NVDA purchase $8K
Timing
13 days before vote
Trade: May 13 → Vote: Apr 30, 2025
Vote
On the Motion to Table
Voted: Yes
John Boozman bought NVDA ($1,001-$15,000) 13 days after voting 'Yes' on Motion to Table the Motion to Reconsider the Vote by which S.J.Res. 49 Failed of Passage
HIGH SCORE TRADED BEFORE VOTE NVDA
70
Stock Trade
NVDA purchase $8K
Timing
14 days before vote
Trade: May 13 → Vote: Apr 29, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought NVDA ($1,001-$15,000) 14 days after voting 'Yes' on Motion to Invoke Cloture: Warren Stephens to be Ambassador of the United States of America to the Un
HIGH SCORE TRADED BEFORE VOTE NVDA
70
Stock Trade
NVDA purchase $8K
Timing
14 days before vote
Trade: May 13 → Vote: Apr 29, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought NVDA ($1,001-$15,000) 14 days after voting 'Yes' on Confirmation: Warren Stephens, of Arkansas, to be Ambassador of the United States of America to the
HIGH SCORE TRADED BEFORE VOTE NVDA
70
Stock Trade
MSFT purchase
Timing
7 days after vote
Trade: Apr 22 → Vote: Apr 29, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought MSFT ($1,001-$15,000) 7 days before voting 'Yes' on Motion to Invoke Cloture: Warren Stephens to be Ambassador of the United States of America to the Un
HIGH SCORE MSFT
70
Stock Trade
MSFT purchase
Timing
7 days after vote
Trade: Apr 22 → Vote: Apr 29, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought MSFT ($1,001-$15,000) 7 days before voting 'Yes' on Confirmation: Warren Stephens, of Arkansas, to be Ambassador of the United States of America to the
HIGH SCORE MSFT
70
Stock Trade
MSFT purchase
Timing
11 days before vote
Trade: Apr 22 → Vote: Apr 11, 2025
Vote
On the Cloture Motion
Voted: Not Voting
John Boozman bought MSFT ($1,001-$15,000) 11 days after voting 'Not Voting' on Motion to Invoke Cloture: Lt. Gen. John D. Caine (Retired) to be Major General in the Regular Air Fo
HIGH SCORE TRADED BEFORE VOTE MSFT
70
Stock Trade
MSFT purchase
Timing
11 days before vote
Trade: Apr 22 → Vote: Apr 11, 2025
Vote
On the Nomination
Voted: Not Voting
John Boozman bought MSFT ($1,001-$15,000) 11 days after voting 'Not Voting' on Confirmation: Lt. Gen. John D. Caine (Retired) to be Major General in the Regular Air Force
HIGH SCORE TRADED BEFORE VOTE MSFT
70
Stock Trade
MSFT purchase
Timing
11 days before vote
Trade: Apr 22 → Vote: Apr 11, 2025
Vote
On the Cloture Motion
Voted: Not Voting
John Boozman bought MSFT ($1,001-$15,000) 11 days after voting 'Not Voting' on Motion to Invoke Cloture: Lt. Gen. John D. Caine (Retired) to be General and Chairman of the Joint C
HIGH SCORE TRADED BEFORE VOTE MSFT
70
Stock Trade
MSFT purchase
Timing
11 days before vote
Trade: Apr 22 → Vote: Apr 11, 2025
Vote
On the Nomination
Voted: Not Voting
John Boozman bought MSFT ($1,001-$15,000) 11 days after voting 'Not Voting' on Confirmation: Lt. Gen. John D. Caine (Retired) to be General and Chairman of the Joint Chiefs of Sta
HIGH SCORE TRADED BEFORE VOTE MSFT
Angus King I ME
65
Stock Trade
PYPL sale $8K
Timing
1 day before vote
Trade: Feb 13 → Vote: Feb 12, 2026
Vote
On the Joint Resolution
Voted: No
Angus King sold PYPL ($1,001-$15,000) 1 days after voting 'No' on H. J. Res. 142
TIGHT TIMING TRADED BEFORE VOTE PYPL
Angus King I ME
65
Stock Trade
PYPL sale $8K
Timing
1 day before vote
Trade: Feb 13 → Vote: Feb 12, 2026
Vote
On Cloture on the Motion to Proceed
Voted: No
Angus King sold PYPL ($1,001-$15,000) 1 days after voting 'No' on Motion to Invoke Cloture: Motion to Proceed to H.R. 7147
TIGHT TIMING TRADED BEFORE VOTE PYPL
Angus King I ME
65
Stock Trade
PYPL sale $8K
Timing
2 days before vote
Trade: Feb 13 → Vote: Feb 11, 2026
Vote
On the Motion to Proceed
Voted: No
Angus King sold PYPL ($1,001-$15,000) 2 days after voting 'No' on Motion to Proceed to H. J. Res. 142
TIGHT TIMING TRADED BEFORE VOTE PYPL
Angus King I ME
65
Stock Trade
PYPL sale $8K
Timing
3 days before vote
Trade: Feb 13 → Vote: Feb 10, 2026
Vote
On the Nomination
Voted: No
Angus King sold PYPL ($1,001-$15,000) 3 days after voting 'No' on Confirmation: Daniel E. Burrows, of Colorado, to be an Assistant Attorney General
TIGHT TIMING TRADED BEFORE VOTE PYPL
Angus King I ME
65
Stock Trade
PYPL sale $8K
Timing
3 days before vote
Trade: Feb 13 → Vote: Feb 10, 2026
Vote
On the Motion to Proceed
Voted: Yes
Angus King sold PYPL ($1,001-$15,000) 3 days after voting 'Yes' on Motion to Proceed to S. J. Res. 95
TIGHT TIMING TRADED BEFORE VOTE PYPL
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
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