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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
GIGB sale $8K
Timing
8 days before vote
Trade: Aug 1 → Vote: Jul 24, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold GIGB ($1,001-$15,000) 8 days after voting 'Yes' on Motion to Invoke Cloture: Richard Topping to be Chief Financial Officer, Department of Veterans Affa
TRADED BEFORE VOTE GIGB
50
Stock Trade
JMBS purchase $8K
Timing
9 days before vote
Trade: Aug 1 → Vote: Jul 23, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought JMBS ($1,001-$15,000) 9 days after voting 'Yes' on Confirmation: Zachary M. Bluestone, of Missouri, to be U.S. District Judge for the Eastern District
TRADED BEFORE VOTE JMBS
50
Stock Trade
PPLT sale $8K
Timing
7 days after vote
Trade: Jan 23 → Vote: Jan 30, 2026
Vote
On the Amendment
Voted: No
John Boozman sold PPLT ($1,001-$15,000) 7 days before voting 'No' on Paul Amdt. No. 4272
PPLT
50
Stock Trade
EIPI purchase $8K
Timing
8 days before vote
Trade: Jan 23 → Vote: Jan 15, 2026
Vote
On Passage of the Bill
Voted: Yes
John Boozman bought EIPI ($1,001-$15,000) 8 days after voting 'Yes' on H.R. 6938
TRADED BEFORE VOTE EIPI
50
Stock Trade
IVW sale $8K
Timing
6 days after vote
Trade: Jan 29 → Vote: Feb 4, 2026
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold IVW ($1,001-$15,000) 6 days before voting 'Yes' on Motion to Invoke Cloture: Megan Blair Benton to be U.S. District Judge for the Western District of M
IVW
50
Stock Trade
ADBE sale $8K
Timing
14 days before vote
Trade: Feb 13 → Vote: Jan 30, 2026
Vote
On the Amendment
Voted: No
John Boozman sold ADBE ($1,001-$15,000) 14 days after voting 'No' on Paul Amdt. No. 4272
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 Amendment
Voted: Yes
Angus King sold UNH ($1,001-$15,000) 14 days after voting 'Yes' on Klobuchar Amdt. No. 2849
TRADED BEFORE VOTE UNH
Angus King I ME
50
Stock Trade
BX sale $8K
Timing
14 days before vote
Trade: Feb 13 → Vote: Jan 30, 2026
Vote
On the Motion to Table
Voted: Yes
Angus King sold BX ($1,001-$15,000) 14 days after voting 'Yes' on Motion to Table Lee Amdt. No. 4236
TRADED BEFORE VOTE BX
Angus King I ME
50
Stock Trade
ADSK purchase $8K
Timing
12 days before vote
Trade: Jul 21 → Vote: Jul 9, 2025
Vote
On the Nomination
Voted: No
Angus King bought ADSK ($1,001-$15,000) 12 days after voting 'No' on Confirmation: Scott Kupor, of California, to be Director of the Office of Personnel Management
TRADED BEFORE VOTE ADSK
50
Stock Trade
WFC purchase $8K
Timing
4 days after vote
Trade: Jun 1 → Vote: Jun 5, 2025
Vote
On the Nomination
Voted: Yes
A. Mitchell Jr. McConnell bought WFC ($1,001-$15,000) 4 days before voting 'Yes' on Confirmation: John Andrew Eisenberg, of Virginia, to be an Assistant Attorney General
WFC
Stock Trade
AMZN purchase $175K
Timing
10 days after vote
Trade: Dec 29 → Vote: Jan 8, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought AMZN ($100,001-$250,000) 10 days before voting 'Yes' on Confirmation: Alexander C. Van Hook, of Louisiana, to be U.S. District Judge for the Western Distric
AMZN
Stock Trade
LBRDK sale $175K
Timing
13 days after vote
Trade: May 9 → Vote: May 22, 2025
Vote
On the Motion to Proceed
Voted: No
John Hickenlooper sold LBRDK ($100,001-$250,000) 13 days before voting 'No' on Motion to Proceed to H.J. Res. 87
LBRDK
50
Stock Trade
MSFT purchase $8K
Timing
7 days after vote
Trade: Mar 5 → Vote: Mar 12, 2026
Vote
On Passage of the Bill
Voted: Yes
John Boozman bought MSFT ($1,001-$15,000) 7 days before voting 'Yes' on H.R. 6644, as amended
MSFT
50
Stock Trade
NVDA purchase $8K
Timing
13 days before vote
Trade: May 13 → Vote: Apr 30, 2025
Vote
On the Joint Resolution
Voted: No
John Boozman bought NVDA ($1,001-$15,000) 13 days after voting 'No' on S.J.Res. 49
TRADED BEFORE VOTE NVDA
50
Stock Trade
TBLL purchase $8K
Timing
8 days before vote
Trade: Jun 11 → Vote: Jun 3, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought TBLL ($1,001-$15,000) 8 days after voting 'Yes' on Confirmation: Dale Marks, of Florida, to be an Assistant Secretary of Defense
TRADED BEFORE VOTE TBLL
50
Stock Trade
HYG sale $8K
Timing
10 days before vote
Trade: Jul 8 → Vote: Jun 28, 2025
Vote
On the Motion to Proceed
Voted: Yes
John Boozman sold HYG ($1,001-$15,000) 10 days after voting 'Yes' on Motion to Proceed to H.R. 1
TRADED BEFORE VOTE HYG
50
Stock Trade
GIGB sale $8K
Timing
8 days before vote
Trade: Aug 1 → Vote: Jul 24, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold GIGB ($1,001-$15,000) 8 days after voting 'Yes' on Confirmation: Matthew Lohmeier, of Arizona, to be Under Secretary of the Air Force
TRADED BEFORE VOTE GIGB
50
Stock Trade
JMBS purchase $8K
Timing
9 days before vote
Trade: Aug 1 → Vote: Jul 23, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought JMBS ($1,001-$15,000) 9 days after voting 'Yes' on Motion to Invoke Cloture: Zachary M. Bluestone to be U.S. District Judge for the Eastern District of
TRADED BEFORE VOTE JMBS
50
Stock Trade
EIPI purchase $8K
Timing
8 days before vote
Trade: Jan 23 → Vote: Jan 15, 2026
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought EIPI ($1,001-$15,000) 8 days after voting 'Yes' on Motion to Invoke Cloture: H.R. 6938
TRADED BEFORE VOTE EIPI
50
Stock Trade
IVW sale $8K
Timing
6 days after vote
Trade: Jan 29 → Vote: Feb 4, 2026
Vote
On the Nomination
Voted: Yes
John Boozman sold IVW ($1,001-$15,000) 6 days before voting 'Yes' on Confirmation: Aaron Christian Peterson, of Alaska, to be United States District Judge for the Distri
IVW
50
Stock Trade
ADBE sale $8K
Timing
11 days before vote
Trade: Feb 13 → Vote: Feb 2, 2026
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold ADBE ($1,001-$15,000) 11 days after voting 'Yes' on Motion to Invoke Cloture: David Clay Fowlkes to be United States District Judge for the Western Dist
TRADED BEFORE VOTE ADBE
50
Stock Trade
AAPL purchase $8K
Timing
6 days after vote
Trade: Apr 30 → Vote: May 6, 2025
Vote
On the Motion to Proceed
Voted: Yes
Katie Britt bought AAPL ($1,001-$15,000) 6 days before voting 'Yes' on Motion to proceed to S.J. Res. 7
AAPL
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 Amendment
Voted: Yes
Angus King sold UNH ($1,001-$15,000) 14 days after voting 'Yes' on Van Hollen Amdt. No. 2585
TRADED BEFORE VOTE UNH
Angus King I ME
50
Stock Trade
BX sale $8K
Timing
14 days before vote
Trade: Feb 13 → Vote: Jan 30, 2026
Vote
On the Amendment
Voted: No
Angus King sold BX ($1,001-$15,000) 14 days after voting 'No' on Paul Amdt. No. 4272
TRADED BEFORE VOTE BX
Angus King I ME
50
Stock Trade
ADSK purchase $8K
Timing
12 days before vote
Trade: Jul 21 → Vote: Jul 9, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought ADSK ($1,001-$15,000) 12 days after voting 'No' on Motion to Invoke Cloture: William Briggs to be Deputy Administrator of the Small Business Administra
TRADED BEFORE VOTE ADSK
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