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STOCK TRADE ↔ VOTE CORRELATIONS
30,326
correlations
719
high-score
44.3
avg score

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

55 avg (74)
50.9 avg (4702)
49.8 avg (65)
48.5 avg (221)
47.1 avg (112)
47 avg (9249)
46.7 avg (3505)
Angus King I ME
45.6 avg (4257)
45.4 avg (100)
45.3 avg (60)

Most Correlated Tickers

UNH
45.7 avg (896 trades)
45.5 avg (774 trades)
46.2 avg (705 trades)
47 avg (689 trades)
JPM
47.9 avg (578 trades)
45.5 avg (556 trades)
XOM
42.7 avg (454 trades)
41.5 avg (413 trades)
GD
48.4 avg (404 trades)
MU
41.2 avg (398 trades)

Correlations (30326 found)

Stock Trade
PLD purchase $8K
Timing
10 days before vote
Trade: Aug 1 → Vote: Jul 22, 2025
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Shelley Moore Capito bought PLD ($1,001-$15,000) 10 days after voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 3944
TRADED BEFORE VOTE PLD
50
Stock Trade
CRM sale $8K
Timing
7 days after vote
Trade: Apr 22 → Vote: Apr 29, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold CRM ($1,001-$15,000) 7 days before voting 'Yes' on Motion to Invoke Cloture: Thomas Barrack to be Ambassador of the United States of America to the Rep
CRM
50
Stock Trade
LOW sale $8K
Timing
14 days before vote
Trade: May 20 → Vote: May 6, 2025
Vote
On the Motion to Proceed
Voted: Yes
John Boozman sold LOW ($1,001-$15,000) 14 days after voting 'Yes' on Motion to proceed to S.J. Res. 7
TRADED BEFORE VOTE LOW
50
Stock Trade
AVGO purchase $8K
Timing
6 days after vote
Trade: Jun 11 → Vote: Jun 17, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought AVGO ($1,001-$15,000) 6 days before voting 'Yes' on Confirmation: Olivia Trusty, of Maryland, to be a Member of the Federal Communications Commission
AVGO
50
Stock Trade
GIGB purchase $8K
Timing
8 days before vote
Trade: Jul 8 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
John Boozman bought GIGB ($1,001-$15,000) 8 days after voting 'No' on Motion to Waive Section 313(b)(1)(D) of the Congressional Budget Act Re: Merkley Amdt. No. 2446
TRADED BEFORE VOTE GIGB
Stock Trade
ZTS purchase $75K
Timing
8 days after vote
Trade: May 13 → Vote: May 21, 2025
Vote
On the Joint Resolution
Voted: Yes
Markwayne Mullin bought ZTS ($50,001-$100,000) 8 days before voting 'Yes' on S.J.Res. 55
ZTS
Stock Trade
UNH purchase $75K
Timing
13 days after vote
Trade: Feb 25 → Vote: Mar 10, 2026
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought UNH ($50,001-$100,000) 13 days before voting 'Yes' on Motion to Invoke Cloture Re: Amdt. No. 4308
UNH
50
Stock Trade
IEI purchase $8K
Timing
9 days before vote
Trade: Aug 1 → Vote: Jul 23, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought IEI ($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 IEI
50
Stock Trade
LLY purchase $8K
Timing
13 days before vote
Trade: Aug 11 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought LLY ($1,001-$15,000) 13 days after voting 'Yes' on Confirmation: William Kimmitt, of Virginia, to be Under Secretary of Commerce for International Trad
TRADED BEFORE VOTE LLY
50
Stock Trade
MU sale $8K
Timing
11 days before vote
Trade: Jan 26 → Vote: Jan 15, 2026
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold MU ($1,001-$15,000) 11 days after voting 'Yes' on Motion to Invoke Cloture: H.R. 6938
TRADED BEFORE VOTE MU
Angus King I ME
50
Stock Trade
PYPL sale $8K
Timing
9 days before vote
Trade: Feb 13 → Vote: Feb 4, 2026
Vote
On the Cloture Motion
Voted: No
Angus King sold PYPL ($1,001-$15,000) 9 days after voting 'No' on Motion to Invoke Cloture: Brian Charles Lea to be U.S. District Judge for the Western District of Te
TRADED BEFORE VOTE PYPL
Angus King I ME
50
Stock Trade
AMD purchase $8K
Timing
12 days before vote
Trade: Jul 21 → Vote: Jul 9, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought AMD ($1,001-$15,000) 12 days after voting 'No' on Motion to Invoke Cloture: Scott Kupor to be Director of the Office of Personnel Management
TRADED BEFORE VOTE AMD
50
Stock Trade
OGN sale $8K
Timing
10 days before vote
Trade: Jul 10 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: Yes
Gary Peters sold OGN ($1,001-$15,000) 10 days after voting 'Yes' on Motion to Waive Section 302(F) of the CBA Re: Amdt. No. 2696
TRADED BEFORE VOTE OGN
Stock Trade
DUK Purchase
Timing
7 days before vote
Trade: Sep 11 → Vote: Sep 4, 2025
Vote
On Passage
Voted: Yes
Hon. Marjorie Taylor Greene sold DUK 7 days after voting 'Yes' on On Passage
TRADED BEFORE VOTE DUK
Stock Trade
CL sale $8K
Timing
9 days before vote
Trade: Jul 31 → Vote: Jul 22, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito sold CL ($1,001-$15,000) 9 days after voting 'Yes' on Confirmation: Bradley Hansell, of Virginia, to be Under Secretary of Defense for Intelligence and Se
TRADED BEFORE VOTE CL
Stock Trade
PLD purchase $8K
Timing
10 days before vote
Trade: Aug 1 → Vote: Jul 22, 2025
Vote
On the Motion to Proceed
Voted: Yes
Shelley Moore Capito bought PLD ($1,001-$15,000) 10 days after voting 'Yes' on Motion to Proceed to Executive Session to consider Emil J. Bove III
TRADED BEFORE VOTE PLD
50
Stock Trade
CRM sale $8K
Timing
7 days after vote
Trade: Apr 22 → Vote: Apr 29, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold CRM ($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
CRM
50
Stock Trade
HD purchase $8K
Timing
5 days after vote
Trade: May 16 → Vote: May 21, 2025
Vote
On the Joint Resolution
Voted: Yes
John Boozman bought HD ($1,001-$15,000) 5 days before voting 'Yes' on S.J.Res. 55
HD
50
Stock Trade
LOW sale $8K
Timing
14 days before vote
Trade: May 20 → Vote: May 6, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold LOW ($1,001-$15,000) 14 days after voting 'Yes' on Confirmation: Frank Bisignano, of New Jersey, to be Commissioner of Social Security Administration
TRADED BEFORE VOTE LOW
50
Stock Trade
AVGO purchase $8K
Timing
6 days after vote
Trade: Jun 11 → Vote: Jun 17, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought AVGO ($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
AVGO
50
Stock Trade
GIGB purchase $8K
Timing
8 days before vote
Trade: Jul 8 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: Yes
John Boozman bought GIGB ($1,001-$15,000) 8 days after voting 'Yes' on Motion to Waive Section 313(b)(1)(D) of the CBA Re: Cornyn Amdt. No. 2705
TRADED BEFORE VOTE GIGB
Stock Trade
ZTS purchase $75K
Timing
8 days after vote
Trade: May 13 → Vote: May 21, 2025
Vote
On the Point of Order
Voted: Yes
Markwayne Mullin bought ZTS ($50,001-$100,000) 8 days before voting 'Yes' on Shall Joint Resolutions that Meet All the Requirements of Section 802 of the Congressional Review Ac
ZTS
Stock Trade
AIT sale $8K
Timing
5 days after vote
Trade: Feb 4 → Vote: Feb 9, 2026
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin sold AIT ($1,001-$15,000) 5 days before voting 'Yes' on Motion to Invoke Cloture: Daniel E. Burrows to be an Assistant Attorney General
AIT
Stock Trade
UNH purchase $75K
Timing
13 days after vote
Trade: Feb 25 → Vote: Mar 10, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought UNH ($50,001-$100,000) 13 days before voting 'Yes' on Confirmation: Lt. Gen. Joshua M. Rudd to be General in the United States Army
UNH
50
Stock Trade
IEI purchase $8K
Timing
9 days before vote
Trade: Aug 1 → Vote: Jul 23, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought IEI ($1,001-$15,000) 9 days after voting 'Yes' on Confirmation: Arielle Roth, of the District of Columbia, to be Assistant Secretary of Communications
TRADED BEFORE VOTE IEI
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Roll call votes and voting records
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Donations
55K+ individual and PAC contributions
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