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STOCK TRADE ↔ VOTE CORRELATIONS
30,490
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.

30,490
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 (9413)
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)
45.4 avg (807 trades)
46.1 avg (721 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 (30490 found)

50
Stock Trade
ARES purchase $8K
Timing
9 days before vote
Trade: Mar 13 → Vote: Mar 4, 2026
Vote
On the Motion to Proceed
Voted: Yes
John Boozman bought ARES ($1,001-$15,000) 9 days after voting 'Yes' on Motion to Proceed to H.R. 6644
TRADED BEFORE VOTE ARES
50
Stock Trade
MMM sale $75K
Timing
21 days before vote
Trade: Mar 31 → Vote: Mar 10, 2026
Vote
On the Nomination
Voted: No
Tina Smith sold MMM ($50,001-$100,000) 21 days after voting 'No' on Confirmation: Lt. Gen. Joshua M. Rudd to be General in the United States Army
TRADED BEFORE VOTE MMM
Stock Trade
PPG sale $8K
Timing
14 days before vote
Trade: Jul 30 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: No
Shelley Moore Capito sold PPG ($1,001-$15,000) 14 days after voting 'No' on Schiff Amdt. No. 2862
TRADED BEFORE VOTE PPG
50
Stock Trade
HYG sale $8K
Timing
8 days before vote
Trade: Jul 8 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
John Boozman sold HYG ($1,001-$15,000) 8 days after voting 'No' on Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TRADED BEFORE VOTE HYG
50
Stock Trade
JPM sale $8K
Timing
24 days before vote
Trade: Jul 24 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
John Boozman sold JPM ($1,001-$15,000) 24 days after voting 'No' on Reed Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TRADED BEFORE VOTE JPM
50
Stock Trade
VEA sale $8K
Timing
9 days before vote
Trade: Aug 1 → Vote: Jul 23, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold VEA ($1,001-$15,000) 9 days after voting 'Yes' on Motion to Invoke Cloture: Matthew Lohmeier to be Under Secretary of the Air Force
TRADED BEFORE VOTE VEA
50
Stock Trade
WWSYX purchase $8K
Timing
10 days before vote
Trade: Aug 1 → Vote: Jul 22, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought WWSYX ($1,001-$15,000) 10 days after voting 'Yes' on Confirmation: Bradley Hansell, of Virginia, to be Under Secretary of Defense for Intelligence and Se
TRADED BEFORE VOTE WWSYX
50
Stock Trade
MBB purchase $8K
Timing
4 days after vote
Trade: Jan 23 → Vote: Jan 27, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
John Boozman bought MBB ($1,001-$15,000) 4 days before voting 'Yes' on Motion to Invoke Cloture on the Motion to Proceed to S. 3627
MBB
50
Stock Trade
CVS purchase $8K
Timing
7 days after vote
Trade: Jan 29 → Vote: Feb 5, 2026
Vote
On the Nomination
Voted: Yes
John Boozman bought CVS ($1,001-$15,000) 7 days before voting 'Yes' on Confirmation: Justin R. Olson, of Indiana, to be U.S. District Judge for the Southern District of In
CVS
50
Stock Trade
ADBE sale $8K
Timing
8 days before vote
Trade: Feb 13 → Vote: Feb 5, 2026
Vote
On the Nomination
Voted: Yes
John Boozman sold ADBE ($1,001-$15,000) 8 days after voting 'Yes' on Confirmation: Brian Charles Lea, of Tennessee, to be U.S. District Judge for the Western District of
TRADED BEFORE VOTE ADBE
Angus King I ME
50
Stock Trade
UNH sale $8K
Timing
14 days before vote
Trade: Jul 15 → Vote: Jul 1, 2025
Vote
On the Motion
Voted: Yes
Angus King sold UNH ($1,001-$15,000) 14 days after voting 'Yes' on Motion to Waive Section 302(f) of the CBA Re: Collins Amdt. No. 2812
TRADED BEFORE VOTE UNH
Angus King I ME
50
Stock Trade
ANET purchase $8K
Timing
12 days before vote
Trade: Jul 21 → Vote: Jul 9, 2025
Vote
On the Nomination
Voted: Yes
Angus King bought ANET ($1,001-$15,000) 12 days after voting 'Yes' on Confirmation: Preston Griffith, of Virginia, to be Under Secretary of Energy
TRADED BEFORE VOTE ANET
Angus King I ME
50
Stock Trade
BX sale $8K
Timing
8 days before vote
Trade: Feb 13 → Vote: Feb 5, 2026
Vote
On the Cloture Motion
Voted: No
Angus King sold BX ($1,001-$15,000) 8 days after voting 'No' on Motion to Invoke Cloture: Justin R. Olson to be U.S. District Judge for the Southern District of Ind
TRADED BEFORE VOTE BX
Angus King I ME
50
Stock Trade
VRT purchase $8K
Timing
7 days after vote
Trade: Jul 21 → Vote: Jul 28, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought VRT ($1,001-$15,000) 7 days before voting 'No' on Motion to Invoke Cloture: Earl Matthews to be General Counsel of the Department of Defense
VRT
50
Stock Trade
GOOG Purchase
Timing
6 days before vote
Trade: Jun 16 → Vote: Jun 10, 2025
Vote
On Passage
Voted: Yes
Hon. Scott Scott Franklin sold GOOG 6 days after voting 'Yes' on On Passage
TRADED BEFORE VOTE GOOG
Stock Trade
ZTS purchase $75K
Timing
8 days after vote
Trade: May 13 → Vote: May 21, 2025
Vote
On the Motion
Voted: No
Markwayne Mullin bought ZTS ($50,001-$100,000) 8 days before voting 'No' on Motion to Recess for Ninety Minutes
ZTS
50
Stock Trade
ARES purchase $8K
Timing
8 days before vote
Trade: Mar 13 → Vote: Mar 5, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
John Boozman bought ARES ($1,001-$15,000) 8 days after voting 'Yes' on Upon Reconsideration, Motion to Invoke Cloture: Motion to Proceed to H.R. 7147
TRADED BEFORE VOTE ARES
50
Stock Trade
MMM sale $75K
Timing
20 days before vote
Trade: Mar 31 → Vote: Mar 11, 2026
Vote
On the Cloture Motion
Voted: Yes
Tina Smith sold MMM ($50,001-$100,000) 20 days after voting 'Yes' on Motion to Invoke Cloture: H.R. 6644 as amended
TRADED BEFORE VOTE MMM
Stock Trade
PPG sale $8K
Timing
14 days before vote
Trade: Jul 30 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: No
Shelley Moore Capito sold PPG ($1,001-$15,000) 14 days after voting 'No' on Baldwin Amdt. No. 2855
TRADED BEFORE VOTE PPG
50
Stock Trade
HYG sale $8K
Timing
8 days before vote
Trade: Jul 8 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
John Boozman sold HYG ($1,001-$15,000) 8 days after voting 'No' on Wyden Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TRADED BEFORE VOTE HYG
50
Stock Trade
JPM sale $8K
Timing
24 days before vote
Trade: Jul 24 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
John Boozman sold JPM ($1,001-$15,000) 24 days after voting 'No' on Lujan Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TRADED BEFORE VOTE JPM
50
Stock Trade
VEA sale $8K
Timing
9 days before vote
Trade: Aug 1 → Vote: Jul 23, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold VEA ($1,001-$15,000) 9 days after voting 'Yes' on Confirmation: Aaron Szabo, of Virginia, to be an Assistant Administrator of the Environmental Protec
TRADED BEFORE VOTE VEA
50
Stock Trade
WWSYX purchase $8K
Timing
10 days before vote
Trade: Aug 1 → Vote: Jul 22, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought WWSYX ($1,001-$15,000) 10 days after voting 'Yes' on Confirmation: Aaron Lukas, of Arkansas, to be Principal Deputy Director of National Intelligence
TRADED BEFORE VOTE WWSYX
50
Stock Trade
MBB purchase $8K
Timing
6 days after vote
Trade: Jan 23 → Vote: Jan 29, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
John Boozman bought MBB ($1,001-$15,000) 6 days before voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 7148
MBB
50
Stock Trade
CVS purchase $8K
Timing
7 days after vote
Trade: Jan 29 → Vote: Feb 5, 2026
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought CVS ($1,001-$15,000) 7 days before voting 'Yes' on Motion to Invoke Cloture: Justin R. Olson to be U.S. District Judge for the Southern District of Ind
CVS
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