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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)

40
Stock Trade
VLO sale $8K
Timing
8 days after vote
Trade: May 13 → Vote: May 21, 2025
Vote
On the Motion to Proceed
Voted: Yes
John Boozman sold VLO ($1,001-$15,000) 8 days before voting 'Yes' on Motion to Proceed to S.J.Res. 55
VLO
Stock Trade
NVDA purchase $175K
Timing
17 days after vote
Trade: Dec 29 → Vote: Jan 15, 2026
Vote
On Passage of the Bill
Voted: Yes
Markwayne Mullin bought NVDA ($100,001-$250,000) 17 days before voting 'Yes' on H.R. 6938
NVDA
Stock Trade
AXP purchase $8K
Timing
10 days after vote
Trade: Dec 29 → Vote: Jan 8, 2026
Vote
On the Motion to Discharge
Voted: No
Markwayne Mullin bought AXP ($1,001-$15,000) 10 days before voting 'No' on Motion to Discharge S.J.Res. 98
AXP
40
Stock Trade
VEA sale $8K
Timing
17 days before vote
Trade: Aug 1 → Vote: Jul 15, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold VEA ($1,001-$15,000) 17 days after voting 'Yes' on Motion to Invoke Cloture: Joseph Edlow to be Director of U.S. Citizenship and Immigration Services,
TRADED BEFORE VOTE VEA
40
Stock Trade
JMBS purchase $8K
Timing
15 days before vote
Trade: Aug 1 → Vote: Jul 17, 2025
Vote
On the Amendment
Voted: Yes
John Boozman bought JMBS ($1,001-$15,000) 15 days after voting 'Yes' on Schmitt Admt. No. 2853
TRADED BEFORE VOTE JMBS
Stock Trade
XOM sale $75K
Timing
25 days before vote
Trade: Jan 9 → Vote: Dec 15, 2025
Vote
On Motion to Suspend the Rules and Pass, as Amended
Voted: Yes
Gilbert Cisneros sold XOM ($50,001-$100,000) 25 days after voting 'Yes' on On Motion to Suspend the Rules and Pass, as Amended
TRADED BEFORE VOTE XOM
40
Stock Trade
MU sale $8K
Timing
20 days before vote
Trade: Aug 22 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold MU ($1,001-$15,000) 20 days after voting 'Yes' on Confirmation: Jason Reding Quinones, of Florida, to be United States Attorney for the Southern Distr
TRADED BEFORE VOTE MU
40
Stock Trade
PPLT sale $8K
Timing
17 days before vote
Trade: Jan 23 → Vote: Jan 6, 2026
Vote
On the Nomination
Voted: Yes
John Boozman sold PPLT ($1,001-$15,000) 17 days after voting 'Yes' on Confirmation: Joshua Simmons, of Virginia, to be General Counsel of the Central Intelligence Agency
TRADED BEFORE VOTE PPLT
40
Stock Trade
JMBS purchase $8K
Timing
13 days after vote
Trade: Jan 23 → Vote: Feb 5, 2026
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought JMBS ($1,001-$15,000) 13 days before voting 'Yes' on Motion to Invoke Cloture: Justin R. Olson to be U.S. District Judge for the Southern District of Ind
JMBS
40
Stock Trade
LITP purchase $8K
Timing
10 days after vote
Trade: Jan 23 → Vote: Feb 2, 2026
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought LITP ($1,001-$15,000) 10 days before voting 'Yes' on Motion to Invoke Cloture: David Clay Fowlkes to be United States District Judge for the Western Dist
LITP
40
Stock Trade
PH sale $8K
Timing
21 days before vote
Trade: Jan 8 → Vote: Dec 18, 2025
Vote
On Passage
Voted: Yes
Byron Donalds sold PH ($1,001-$15,000) 21 days after voting 'Yes' on On Passage
TRADED BEFORE VOTE PH
40
Stock Trade
AAPL purchase $8K
Timing
20 days before vote
Trade: Apr 30 → Vote: Apr 10, 2025
Vote
On the Cloture Motion
Voted: Yes
Katie Britt bought AAPL ($1,001-$15,000) 20 days after voting 'Yes' on Motion to Invoke Cloture: Mark Meador to be a Federal Trade Commissioner
TRADED BEFORE VOTE AAPL
Angus King I ME
40
Stock Trade
UNH sale $8K
Timing
15 days before vote
Trade: Jul 15 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: Yes
Angus King sold UNH ($1,001-$15,000) 15 days after voting 'Yes' on Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TRADED BEFORE VOTE UNH
Angus King I ME
40
Stock Trade
META purchase $8K
Timing
8 days after vote
Trade: Jul 21 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: No
Angus King bought META ($1,001-$15,000) 8 days before voting 'No' on Confirmation: Emil Bove III, of Pennsylvania, to be United States Circuit Judge for the Third Circui
META
Angus King I ME
40
Stock Trade
ANET purchase $8K
Timing
21 days before vote
Trade: Jul 21 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: Yes
Angus King bought ANET ($1,001-$15,000) 21 days after voting 'Yes' on Motion to Waive Section 302(F) of the CBA Re: Amdt. No. 2414
TRADED BEFORE VOTE ANET
Angus King I ME
40
Stock Trade
TMO sale $8K
Timing
9 days after vote
Trade: Jul 21 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: No
Angus King sold TMO ($1,001-$15,000) 9 days before voting 'No' on Motion to Invoke Cloture: Matthew Kozma to be Under Secretary for Intelligence and Analysis, Departm
TMO
Angus King I ME
40
Stock Trade
MSFT sale $8K
Timing
12 days after vote
Trade: Feb 13 → Vote: Feb 25, 2026
Vote
On the Cloture Motion
Voted: No
Angus King sold MSFT ($1,001-$15,000) 12 days before voting 'No' on Motion to Invoke Cloture: John DeLeeuw to be a Member of the National Transportation Safety Board
MSFT
Angus King I ME
40
Stock Trade
ADSK purchase $8K
Timing
20 days before vote
Trade: Jul 21 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: No
Angus King bought ADSK ($1,001-$15,000) 20 days after voting 'No' on Graham Amdt. No. 2848
TRADED BEFORE VOTE ADSK
Angus King I ME
40
Stock Trade
BX purchase $8K
Timing
9 days after vote
Trade: Jul 21 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought BX ($1,001-$15,000) 9 days before voting 'No' on Motion to Invoke Cloture: Thomas Gaiser to be an Assistant Attorney General
BX
Angus King I ME
40
Stock Trade
NFLX purchase $8K
Timing
20 days before vote
Trade: Jul 21 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought NFLX ($1,001-$15,000) 20 days after voting 'Yes' on Sanders Amdt. No. 2435
TRADED BEFORE VOTE NFLX
Angus King I ME
40
Stock Trade
AMD purchase $8K
Timing
10 days after vote
Trade: Jul 21 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
Angus King bought AMD ($1,001-$15,000) 10 days before voting 'Yes' on Confirmation: Gadyaces Serralta, of Florida, to be Director of the United States Marshals Service
AMD
Angus King I ME
40
Stock Trade
NVDA purchase $8K
Timing
11 days after vote
Trade: Jul 21 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: No
Angus King bought NVDA ($1,001-$15,000) 11 days before voting 'No' on Johnson Amdt. No. 3428
NVDA
Angus King I ME
40
Stock Trade
JPM purchase $8K
Timing
11 days after vote
Trade: Jul 21 → Vote: Aug 1, 2025
Vote
On the Nomination
Voted: No
Angus King bought JPM ($1,001-$15,000) 11 days before voting 'No' on Confirmation: Brian Nesvik, of Wyoming, to be Director of the United States Fish and Wildlife Servic
JPM
Angus King I ME
40
Stock Trade
UBER purchase $8K
Timing
12 days after vote
Trade: Jul 21 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: No
Angus King bought UBER ($1,001-$15,000) 12 days before voting 'No' on Confirmation: Catherine Hanson, of South Carolina, to be Chief Financial Officer, Environmental Prot
UBER
Angus King I ME
40
Stock Trade
MRVL purchase $8K
Timing
12 days after vote
Trade: Jul 21 → Vote: Aug 2, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought MRVL ($1,001-$15,000) 12 days before voting 'No' on Motion to Invoke Cloture: Brian Burch to be Ambassador of the United States of America to the Holy S
MRVL
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