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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)

Angus King I ME
40
Stock Trade
BX purchase $8K
Timing
10 days after vote
Trade: Jul 21 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought BX ($1,001-$15,000) 10 days before voting 'No' on Motion to Invoke Cloture: Nicholas Kent to be Under Secretary of Education
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 Kim Amdt. No. 2817
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: No
Angus King bought AMD ($1,001-$15,000) 10 days before voting 'No' on Confirmation: Tyler Clarkson, of Virginia, to be General Counsel of the Department of Agriculture
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 Scott (FL) Amdt. No. 3113, as modified
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: Casey Mulligan, of Illinois, to be Chief Counsel for Advocacy, Small Business Administ
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: Yes
Angus King bought UBER ($1,001-$15,000) 12 days before voting 'Yes' on Confirmation: Luke Lindberg, of South Dakota, to be Under Secretary of Agriculture for Trade and For
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 Nomination
Voted: No
Angus King bought MRVL ($1,001-$15,000) 12 days before voting 'No' on Confirmation: Andrew Puzder, of Tennessee, to be Representative of the United States of America to t
MRVL
Stock Trade
PEP sale $8K
Timing
9 days after vote
Trade: Feb 23 → Vote: Mar 4, 2026
Vote
On the Motion to Proceed
Voted: Yes
Sheldon Whitehouse sold PEP ($1,001-$15,000) 9 days before voting 'Yes' on Motion to Proceed to H.R. 6644
PEP
40
Stock Trade
TEM Purchase $75K
Timing
29 days before vote
Trade: Jan 16 → Vote: Dec 18, 2025
Vote
On Passage
Voted: No
Hon. Nancy Pelosi sold TEM ($50,001-$100,000) 29 days after voting 'No' on On Passage
TRADED BEFORE VOTE TEM
Stock Trade
VLO purchase $75K
Timing
20 days after vote
Trade: May 13 → Vote: Jun 2, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought VLO ($50,001-$100,000) 20 days before voting 'Yes' on Motion to Invoke Cloture: Michael Duffey to be Under Secretary of Defense for Acquisition and Sustai
VLO
Stock Trade
GOOGL purchase $8K
Timing
19 days before vote
Trade: Apr 29 → Vote: Apr 10, 2025
Vote
On the Joint Resolution
Voted: Yes
Shelley Moore Capito bought GOOGL ($1,001-$15,000) 19 days after voting 'Yes' on H.J.Res. 20
TRADED BEFORE VOTE GOOGL
Stock Trade
GOOGL purchase $8K
Timing
9 days after vote
Trade: Apr 29 → Vote: May 8, 2025
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Shelley Moore Capito bought GOOGL ($1,001-$15,000) 9 days before voting 'Yes' on Motion to Invoke Cloture: Motion to proceed to S. 1582
GOOGL
Stock Trade
UNH sale $8K
Timing
8 days after vote
Trade: Jun 23 → Vote: Jul 1, 2025
Vote
On the Motion
Voted: Yes
Shelley Moore Capito sold UNH ($1,001-$15,000) 8 days before voting 'Yes' on Motion to Waive All Applicable Budgetary Discipline Re: Kennedy Amdt. No. 2775
UNH
Stock Trade
JPM sale $8K
Timing
18 days before vote
Trade: Jul 18 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
Shelley Moore Capito sold JPM ($1,001-$15,000) 18 days after voting 'No' on Blumenthal Motion to Commit H.R. 1 to the Committee on Armed Services with Instructions
TRADED BEFORE VOTE JPM
Stock Trade
AAPL sale $8K
Timing
18 days before vote
Trade: Jul 18 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
Shelley Moore Capito sold AAPL ($1,001-$15,000) 18 days after voting 'No' on Gallego Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TRADED BEFORE VOTE AAPL
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: Anthony Tata to be Under Secretary of Defense for Personnel and Readiness
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: No
John Boozman bought JMBS ($1,001-$15,000) 15 days after voting 'No' on Ossoff Amdt. No. 2896
TRADED BEFORE VOTE JMBS
Stock Trade
XOM sale $75K
Timing
24 days before vote
Trade: Jan 9 → Vote: Dec 16, 2025
Vote
On Passage
Voted: No
Gilbert Cisneros sold XOM ($50,001-$100,000) 24 days after voting 'No' on On Passage
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: Brian Burch, of Illinois, to be Ambassador of the United States of America to the Holy
TRADED BEFORE VOTE MU
40
Stock Trade
PPLT sale $8K
Timing
15 days before vote
Trade: Jan 23 → Vote: Jan 8, 2026
Vote
On the Nomination
Voted: Yes
John Boozman sold PPLT ($1,001-$15,000) 15 days after voting 'Yes' on Confirmation: Alexander C. Van Hook, of Louisiana, to be U.S. District Judge for the Western Distric
TRADED BEFORE VOTE PPLT
40
Stock Trade
LITP purchase $8K
Timing
11 days after vote
Trade: Jan 23 → Vote: Feb 3, 2026
Vote
On the Nomination
Voted: Yes
John Boozman bought LITP ($1,001-$15,000) 11 days before voting 'Yes' on Confirmation: Nicholas Jon Ganjei, of Texas, to be U.S. District Judge for the Southern District of
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
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 Decision of the Chair
Voted: No
Angus King sold UNH ($1,001-$15,000) 15 days after voting 'No' on Does the Decision of the Chair Stand as the Judgment of the Senate that Amdt. No. 2360 does not Viol
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 Cloture Motion
Voted: No
Angus King bought META ($1,001-$15,000) 8 days before voting 'No' on Motion to Invoke Cloture: Samuel Brown to be Under Secretary of Veterans Affairs for Memorial Affair
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 Decision of the Chair
Voted: No
Angus King bought ANET ($1,001-$15,000) 21 days after voting 'No' on Does the Decision of the Chair Stand as the judgment of the Senate that amdt. no. 2360 does not viol
TRADED BEFORE VOTE ANET
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