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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
Angus King I ME
50
Stock Trade
AMAT purchase $8K
Timing
12 days before vote
Trade: Jul 21 → Vote: Jul 9, 2025
Vote
On the Nomination
Voted: No
Angus King bought AMAT ($1,001-$15,000) 12 days after voting 'No' on Confirmation: Scott Kupor, of California, to be Director of the Office of Personnel Management
TRADED BEFORE VOTE AMAT
50
Stock Trade
GOOG purchase $8K
Timing
5 days after vote
Trade: May 8 → Vote: May 13, 2025
Vote
On the Cloture Motion
Voted: Yes
Jerry Moran bought GOOG ($1,001-$15,000) 5 days before voting 'Yes' on Motion to Invoke Cloture: Troy Meink to be Secretary of the Air Force
GOOG
50
Stock Trade
AAPL purchase $175K
Timing
14 days after vote
Trade: Dec 29 → Vote: Jan 12, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Markwayne Mullin bought AAPL ($100,001-$250,000) 14 days before voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 6938
AAPL
50
Stock Trade
GEM sale $8K
Timing
9 days before vote
Trade: Aug 1 → Vote: Jul 23, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold GEM ($1,001-$15,000) 9 days after voting 'Yes' on Confirmation: Zachary M. Bluestone, of Missouri, to be U.S. District Judge for the Eastern District
TRADED BEFORE VOTE GEM
50
Stock Trade
META purchase $75K
Timing
10 days after vote
Trade: Dec 29 → Vote: Jan 8, 2026
Vote
On the Motion to Discharge
Voted: No
Markwayne Mullin bought META ($50,001-$100,000) 10 days before voting 'No' on Motion to Discharge S.J.Res. 98
META
50
Stock Trade
CMBS purchase $8K
Timing
10 days before vote
Trade: Aug 1 → Vote: Jul 22, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought CMBS ($1,001-$15,000) 10 days after voting 'Yes' on Confirmation: Joshua M. Divine, of Missouri, to be United States District Judge for the Eastern and
TRADED BEFORE VOTE CMBS
50
Stock Trade
ABBV sale $8K
Timing
10 days before vote
Trade: Aug 11 → Vote: Aug 1, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold ABBV ($1,001-$15,000) 10 days after voting 'Yes' on Confirmation: Luigi Rinaldi, of New York, to be Ambassador of the United States of America to the Or
TRADED BEFORE VOTE ABBV
50
Stock Trade
TPYP purchase $8K
Timing
7 days after vote
Trade: Jan 23 → Vote: Jan 30, 2026
Vote
On the Motion
Voted: No
John Boozman bought TPYP ($1,001-$15,000) 7 days before voting 'No' on Motion to Waive All Applicable Budgetary Discipline Re: Merkley Amdt. No. 4287
TPYP
Angus King I ME
50
Stock Trade
ADSK sale $8K
Timing
10 days before vote
Trade: Feb 13 → Vote: Feb 3, 2026
Vote
On the Cloture Motion
Voted: No
Angus King sold ADSK ($1,001-$15,000) 10 days after voting 'No' on Motion to Invoke Cloture: Aaron Christian Peterson to be U.S. District Judge for the District of Ala
TRADED BEFORE VOTE ADSK
Angus King I ME
50
Stock Trade
AMAT purchase $8K
Timing
12 days before vote
Trade: Jul 21 → Vote: Jul 9, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought AMAT ($1,001-$15,000) 12 days after voting 'No' on Motion to Invoke Cloture: William Briggs to be Deputy Administrator of the Small Business Administra
TRADED BEFORE VOTE AMAT
50
Stock Trade
GOOG purchase $8K
Timing
5 days after vote
Trade: May 8 → Vote: May 13, 2025
Vote
On the Nomination
Voted: Yes
Jerry Moran bought GOOG ($1,001-$15,000) 5 days before voting 'Yes' on Confirmation: Reed Rubinstein, of Maryland, to be Legal Adviser of the Department of State
GOOG
50
Stock Trade
ITW sale $8K
Timing
6 days after vote
Trade: Feb 24 → Vote: Mar 2, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Shelley Moore Capito sold ITW ($1,001-$15,000) 6 days before voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 6644
ITW
50
Stock Trade
GOOGL purchase $8K
Timing
15 days after vote
Trade: May 20 → Vote: Jun 4, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought GOOGL ($1,001-$15,000) 15 days before voting 'Yes' on Motion to Invoke Cloture: Michelle Bowman to be Vice Chairman for Supervision of the Board of Govern
GOOGL
50
Stock Trade
GEM sale $8K
Timing
9 days before vote
Trade: Aug 1 → Vote: Jul 23, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold GEM ($1,001-$15,000) 9 days after voting 'Yes' on Motion to Invoke Cloture: Zachary M. Bluestone to be U.S. District Judge for the Eastern District of
TRADED BEFORE VOTE GEM
50
Stock Trade
META purchase $75K
Timing
14 days after vote
Trade: Dec 29 → Vote: Jan 12, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Markwayne Mullin bought META ($50,001-$100,000) 14 days before voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 6938
META
50
Stock Trade
CMBS purchase $8K
Timing
10 days before vote
Trade: Aug 1 → Vote: Jul 22, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought CMBS ($1,001-$15,000) 10 days after voting 'Yes' on Confirmation: Terrance Cole, of Virginia, to be Administrator of Drug Enforcement
TRADED BEFORE VOTE CMBS
50
Stock Trade
ABBV sale $8K
Timing
10 days before vote
Trade: Aug 11 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: Yes
John Boozman sold ABBV ($1,001-$15,000) 10 days after voting 'Yes' on Mullin Amdt. No. 3412
TRADED BEFORE VOTE ABBV
50
Stock Trade
LRCX sale $8K
Timing
4 days after vote
Trade: Jan 8 → Vote: Jan 12, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
John Boozman sold LRCX ($1,001-$15,000) 4 days before voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 6938
LRCX
50
Stock Trade
TPYP purchase $8K
Timing
7 days after vote
Trade: Jan 23 → Vote: Jan 30, 2026
Vote
On the Amendment
Voted: No
John Boozman bought TPYP ($1,001-$15,000) 7 days before voting 'No' on Sanders Amdt. No. 4290
TPYP
Angus King I ME
50
Stock Trade
ADSK sale $8K
Timing
10 days before vote
Trade: Feb 13 → Vote: Feb 3, 2026
Vote
On the Nomination
Voted: No
Angus King sold ADSK ($1,001-$15,000) 10 days after voting 'No' on Confirmation: Nicholas Jon Ganjei, of Texas, to be U.S. District Judge for the Southern District of
TRADED BEFORE VOTE ADSK
Angus King I ME
50
Stock Trade
AMAT purchase $8K
Timing
12 days before vote
Trade: Jul 21 → Vote: Jul 9, 2025
Vote
On the Nomination
Voted: No
Angus King bought AMAT ($1,001-$15,000) 12 days after voting 'No' on Confirmation: Bryan Bedford, of Indiana, to be Administrator of the Federal Aviation Administration
TRADED BEFORE VOTE AMAT
50
Stock Trade
GOOG purchase $8K
Timing
6 days after vote
Trade: May 8 → Vote: May 14, 2025
Vote
On the Cloture Motion
Voted: Yes
Jerry Moran bought GOOG ($1,001-$15,000) 6 days before voting 'Yes' on Motion to Invoke Cloture: Sean Donahue to be an Assistant Administrator of the Environmental Protect
GOOG
50
Stock Trade
GEM sale $8K
Timing
9 days before vote
Trade: Aug 1 → Vote: Jul 23, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold GEM ($1,001-$15,000) 9 days after voting 'Yes' on Confirmation: John Hurley, of California, to be Under Secretary for Terrorism and Financial Crimes
TRADED BEFORE VOTE GEM
50
Stock Trade
CMBS purchase $8K
Timing
10 days before vote
Trade: Aug 1 → Vote: Jul 22, 2025
Vote
On Cloture on the Motion to Proceed
Voted: Yes
John Boozman bought CMBS ($1,001-$15,000) 10 days after voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 3944
TRADED BEFORE VOTE CMBS
50
Stock Trade
ABBV sale $8K
Timing
10 days before vote
Trade: Aug 11 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: Yes
John Boozman sold ABBV ($1,001-$15,000) 10 days after voting 'Yes' on Collins Amdt. No. 3411, as amended
TRADED BEFORE VOTE ABBV
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Political money data by state
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Biggest spenders in American politics
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Politicians
Browse all tracked members of Congress
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Exposed
Highest-scoring suspicious correlations
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