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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
TBLL purchase $8K
Timing
21 days before vote
Trade: Jun 11 → Vote: May 21, 2025
Vote
On the Motion
Voted: No
John Boozman bought TBLL ($1,001-$15,000) 21 days after voting 'No' on Motion to Recess for Fifteen Minutes
TRADED BEFORE VOTE TBLL
40
Stock Trade
HYG sale $8K
Timing
20 days before vote
Trade: Jul 8 → Vote: Jun 18, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold HYG ($1,001-$15,000) 20 days after voting 'Yes' on Confirmation: Olivia Trusty, of Maryland, to be a Member of the Federal Communications Commission (R
TRADED BEFORE VOTE HYG
40
Stock Trade
VEA sale $8K
Timing
15 days before vote
Trade: Aug 1 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold VEA ($1,001-$15,000) 15 days after voting 'Yes' on Motion to Invoke Cloture: John Hurley to be Under Secretary for Terrorism and Financial Crimes
TRADED BEFORE VOTE VEA
40
Stock Trade
WWSYX purchase $8K
Timing
17 days before vote
Trade: Aug 1 → Vote: Jul 15, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought WWSYX ($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 WWSYX
Stock Trade
XOM sale $75K
Timing
23 days before vote
Trade: Jan 9 → Vote: Dec 17, 2025
Vote
On Agreeing to the Resolution
Voted: Yes
Gilbert Cisneros sold XOM ($50,001-$100,000) 23 days after voting 'Yes' on On Agreeing to the Resolution
TRADED BEFORE VOTE XOM
40
Stock Trade
EIPI purchase $8K
Timing
17 days before vote
Trade: Jan 23 → Vote: Jan 6, 2026
Vote
On the Nomination
Voted: Yes
John Boozman bought EIPI ($1,001-$15,000) 17 days after voting 'Yes' on Confirmation: Sara Bailey, of Texas, to be Director of National Drug Control Policy
TRADED BEFORE VOTE EIPI
40
Stock Trade
LITP purchase $8K
Timing
13 days after vote
Trade: Jan 23 → Vote: Feb 5, 2026
Vote
On the Nomination
Voted: Yes
John Boozman bought LITP ($1,001-$15,000) 13 days before voting 'Yes' on Confirmation: Justin R. Olson, of Indiana, to be U.S. District Judge for the Southern District of In
LITP
40
Stock Trade
ADBE sale $8K
Timing
17 days before vote
Trade: Feb 13 → Vote: Jan 27, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
John Boozman sold ADBE ($1,001-$15,000) 17 days after voting 'Yes' on Motion to Invoke Cloture on the Motion to Proceed to S. 3627
TRADED BEFORE VOTE ADBE
40
Stock Trade
PH sale $8K
Timing
21 days before vote
Trade: Jan 8 → Vote: Dec 18, 2025
Vote
On Agreeing to the Amendment
Voted: Yes
Byron Donalds sold PH ($1,001-$15,000) 21 days after voting 'Yes' on On Agreeing to the Amendment
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 Motion
Voted: Yes
Angus King sold UNH ($1,001-$15,000) 15 days after voting 'Yes' on Motion to Waive Section 302(F) of the CBA Re: Amdt. No. 2696
TRADED BEFORE VOTE UNH
Angus King I ME
40
Stock Trade
META purchase $8K
Timing
9 days after vote
Trade: Jul 21 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
Angus King bought META ($1,001-$15,000) 9 days before voting 'Yes' on Motion to Invoke Cloture: Gadyaces Serralta to be Director of the United States Marshals Service
META
Angus King I ME
40
Stock Trade
ANET purchase $8K
Timing
20 days before vote
Trade: Jul 21 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought ANET ($1,001-$15,000) 20 days after voting 'Yes' on Klobuchar Amdt. No. 2849
TRADED BEFORE VOTE ANET
Angus King I ME
40
Stock Trade
TMO sale $8K
Timing
10 days after vote
Trade: Jul 21 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: No
Angus King sold TMO ($1,001-$15,000) 10 days before voting 'No' on Motion to Invoke Cloture: Nicholas Kent to be Under Secretary of Education
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 Amendment
Voted: Yes
Angus King bought ADSK ($1,001-$15,000) 20 days after voting 'Yes' on Kim Amdt. No. 2817
TRADED BEFORE VOTE ADSK
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 Nomination
Voted: No
Angus King bought BX ($1,001-$15,000) 10 days before voting 'No' on Confirmation: Tyler Clarkson, of Virginia, to be General Counsel of the Department of Agriculture
BX
Angus King I ME
40
Stock Trade
AMD purchase $8K
Timing
11 days after vote
Trade: Jul 21 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: No
Angus King bought AMD ($1,001-$15,000) 11 days before voting 'No' on Scott (FL) Amdt. No. 3113, as modified
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: Casey Mulligan, of Illinois, to be Chief Counsel for Advocacy, Small Business Administ
NVDA
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: Andrew Puzder, of Tennessee, to be Representative of the United States of America to t
UBER
Angus King I ME
40
Stock Trade
CMCSA sale $8K
Timing
14 days after vote
Trade: Dec 29 → Vote: Jan 12, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Angus King sold CMCSA ($1,001-$15,000) 14 days before voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 6938
CMCSA
40
Stock Trade
TEM Purchase $75K
Timing
29 days before vote
Trade: Jan 16 → Vote: Dec 18, 2025
Vote
On Agreeing to the Amendment
Voted: No
Hon. Nancy Pelosi sold TEM ($50,001-$100,000) 29 days after voting 'No' on On Agreeing to the Amendment
TRADED BEFORE VOTE TEM
Stock Trade
GOOGL purchase $175K
Timing
16 days after vote
Trade: Dec 29 → Vote: Jan 14, 2026
Vote
On the Point of Order
Voted: Yes
Markwayne Mullin bought GOOGL ($100,001-$250,000) 16 days before voting 'Yes' on Is the Point of Order Well Taken Re: To the Privilege Status of S.J. Res. 98
GOOGL
Stock Trade
GOOGL purchase $8K
Timing
9 days after vote
Trade: Apr 29 → Vote: May 8, 2025
Vote
On the Joint Resolution
Voted: Yes
Shelley Moore Capito bought GOOGL ($1,001-$15,000) 9 days before voting 'Yes' on H.J. Res. 60
GOOGL
Stock Trade
CB sale $8K
Timing
11 days after vote
Trade: Jul 17 → Vote: Jul 28, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito sold CB ($1,001-$15,000) 11 days before voting 'Yes' on Confirmation: David Wright, of South Carolina, to be a Member of the Nuclear Regulatory Commission
CB
Stock Trade
MSFT sale $8K
Timing
10 days after vote
Trade: Jul 18 → Vote: Jul 28, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold MSFT ($1,001-$15,000) 10 days before voting 'Yes' on Motion to Invoke Cloture: Earl Matthews to be General Counsel of the Department of Defense
MSFT
40
Stock Trade
META purchase $8K
Timing
12 days after vote
Trade: May 30 → Vote: Jun 11, 2025
Vote
On the Motion to Discharge
Voted: No
John Boozman bought META ($1,001-$15,000) 12 days before voting 'No' on Motion to Discharge: S.J. Res. 54
META
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