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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
TEM Purchase $75K
Timing
30 days before vote
Trade: Jan 16 → Vote: Dec 17, 2025
Vote
On Ordering the Previous Question
Voted: No
Hon. Nancy Pelosi sold TEM ($50,001-$100,000) 30 days after voting 'No' on On Ordering the Previous Question
TRADED BEFORE VOTE TEM
Stock Trade
AZO sale $75K
Timing
22 days before vote
Trade: Feb 25 → Vote: Feb 3, 2026
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin sold AZO ($50,001-$100,000) 22 days after voting 'Yes' on Motion to Invoke Cloture: Aaron Christian Peterson to be U.S. District Judge for the District of Ala
TRADED BEFORE VOTE AZO
Stock Trade
UNH sale $8K
Timing
8 days after vote
Trade: Jun 23 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: Yes
Shelley Moore Capito sold UNH ($1,001-$15,000) 8 days before voting 'Yes' on Blackburn Amdt. No. 2814
UNH
Stock Trade
AAPL sale $8K
Timing
20 days before vote
Trade: Jul 18 → Vote: Jun 28, 2025
Vote
On the Motion to Proceed
Voted: Yes
Shelley Moore Capito sold AAPL ($1,001-$15,000) 20 days after voting 'Yes' on Motion to Proceed to H.R. 1
TRADED BEFORE VOTE AAPL
40
Stock Trade
VLO sale $8K
Timing
8 days after vote
Trade: May 13 → Vote: May 21, 2025
Vote
On the Motion
Voted: No
John Boozman sold VLO ($1,001-$15,000) 8 days before voting 'No' on Motion to Recess for Ninety Minutes
VLO
40
Stock Trade
DTE sale $8K
Timing
20 days before vote
Trade: May 20 → Vote: Apr 30, 2025
Vote
On the Joint Resolution
Voted: No
John Boozman sold DTE ($1,001-$15,000) 20 days after voting 'No' on S.J.Res. 49
TRADED BEFORE VOTE DTE
Stock Trade
AXP purchase $8K
Timing
8 days after vote
Trade: Dec 29 → Vote: Jan 6, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought AXP ($1,001-$15,000) 8 days before voting 'Yes' on Confirmation: Joshua Simmons, of Virginia, to be General Counsel of the Central Intelligence Agency
AXP
40
Stock Trade
VEA sale $8K
Timing
18 days before vote
Trade: Aug 1 → Vote: Jul 14, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold VEA ($1,001-$15,000) 18 days after voting 'Yes' on Motion to Invoke Cloture: Luke Pettit to be an Assistant Secretary of the Treasury
TRADED BEFORE VOTE VEA
40
Stock Trade
GIGB sale $8K
Timing
15 days before vote
Trade: Aug 1 → Vote: Jul 17, 2025
Vote
On the Amendment
Voted: No
John Boozman sold GIGB ($1,001-$15,000) 15 days after voting 'No' on Murkowski Amdt. No. 2865
TRADED BEFORE VOTE GIGB
40
Stock Trade
JMBS purchase $8K
Timing
15 days before vote
Trade: Aug 1 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought JMBS ($1,001-$15,000) 15 days after voting 'Yes' on Motion to Invoke Cloture: Aaron Lukas to be Principal Deputy Director of National Intelligence
TRADED BEFORE VOTE JMBS
Stock Trade
XOM sale $75K
Timing
29 days before vote
Trade: Jan 9 → Vote: Dec 11, 2025
Vote
On Motion to Table
Voted: No
Gilbert Cisneros sold XOM ($50,001-$100,000) 29 days after voting 'No' on On Motion to Table
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 Cloture Motion
Voted: Yes
John Boozman sold MU ($1,001-$15,000) 20 days after voting 'Yes' on Motion to Invoke Cloture: Luke Lindberg to be Under Secretary of Agriculture for Trade and Foreign A
TRADED BEFORE VOTE MU
40
Stock Trade
JMBS purchase $8K
Timing
12 days after vote
Trade: Jan 23 → Vote: Feb 4, 2026
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought JMBS ($1,001-$15,000) 12 days before voting 'Yes' on Motion to Invoke Cloture: Megan Blair Benton to be U.S. District Judge for the Western District of M
JMBS
40
Stock Trade
IVW sale $8K
Timing
16 days before vote
Trade: Jan 29 → Vote: Jan 13, 2026
Vote
On the Motion to Proceed
Voted: No
John Boozman sold IVW ($1,001-$15,000) 16 days after voting 'No' on Motion to Proceed to S.J. Res. 84
TRADED BEFORE VOTE IVW
40
Stock Trade
CAT purchase $8K
Timing
13 days after vote
Trade: Jan 29 → Vote: Feb 11, 2026
Vote
On the Motion to Proceed
Voted: Yes
John Boozman bought CAT ($1,001-$15,000) 13 days before voting 'Yes' on Motion to Proceed to H. J. Res. 142
CAT
40
Stock Trade
AMAT sale $8K
Timing
13 days after vote
Trade: Feb 27 → Vote: Mar 12, 2026
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold AMAT ($1,001-$15,000) 13 days before voting 'Yes' on Motion to Invoke Cloture Re: Motion to Proceed to H.R. 7147
AMAT
40
Stock Trade
AAPL purchase $8K
Timing
21 days before vote
Trade: Apr 30 → Vote: Apr 9, 2025
Vote
On the Nomination
Voted: Yes
Katie Britt bought AAPL ($1,001-$15,000) 21 days after voting 'Yes' on Confirmation: Mike Huckabee, of Arkansas, to be Ambassador Extraordinary and Plenipotentiary of the
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
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: Murray Amdt. No. 2771
TRADED BEFORE VOTE ANET
Angus King I ME
40
Stock Trade
TMO sale $8K
Timing
8 days after vote
Trade: Jul 21 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: No
Angus King sold TMO ($1,001-$15,000) 8 days before voting 'No' on Confirmation: William Kimmitt, of Virginia, to be Under Secretary of Commerce for International Trad
TMO
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 Motion
Voted: Yes
Angus King bought ADSK ($1,001-$15,000) 20 days after voting 'Yes' on Wyden Motion to Commit H.R. 1 to the Committee on Finance with Instructions
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 Nomination
Voted: No
Angus King bought BX ($1,001-$15,000) 9 days before voting 'No' on Confirmation: Joseph Kent, of Washington, to be Director of the National Counterterrorism Center, Of
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 Hickenlooper Amdt. No. 2719
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: Matthew Kozma, of Virginia, to be Under Secretary for Intelligence and Analysis, Depar
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 Nomination
Voted: No
Angus King bought NVDA ($1,001-$15,000) 11 days before voting 'No' on Confirmation: Luigi Rinaldi, of New York, to be Ambassador of the United States of America to the Or
NVDA
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Roll call votes and voting records
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55K+ individual and PAC contributions
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