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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)

40
Stock Trade
TBLL purchase $8K
Timing
16 days before vote
Trade: Jan 23 → Vote: Jan 7, 2026
Vote
On the Motion to Proceed
Voted: No
John Boozman bought TBLL ($1,001-$15,000) 16 days after voting 'No' on Motion to Proceed to S.J.Res. 86
TRADED BEFORE VOTE TBLL
40
Stock Trade
MBB purchase $8K
Timing
13 days after vote
Trade: Jan 23 → Vote: Feb 5, 2026
Vote
On the Nomination
Voted: Yes
John Boozman bought MBB ($1,001-$15,000) 13 days before voting 'Yes' on Confirmation: Brian Charles Lea, of Tennessee, to be U.S. District Judge for the Western District of
MBB
40
Stock Trade
MSFT purchase $8K
Timing
15 days before vote
Trade: Feb 13 → Vote: Jan 29, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
John Boozman bought MSFT ($1,001-$15,000) 15 days after voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 7148
TRADED BEFORE VOTE MSFT
40
Stock Trade
HWM sale $8K
Timing
21 days before vote
Trade: Jan 8 → Vote: Dec 18, 2025
Vote
On Motion to Recommit
Voted: No
Byron Donalds sold HWM ($1,001-$15,000) 21 days after voting 'No' on On Motion to Recommit
TRADED BEFORE VOTE HWM
Angus King I ME
40
Stock Trade
META purchase $8K
Timing
12 days after vote
Trade: Jul 21 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
Angus King bought META ($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
META
Angus King I ME
40
Stock Trade
TMO sale $8K
Timing
12 days after vote
Trade: Jul 21 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: No
Angus King sold TMO ($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
TMO
Angus King I ME
40
Stock Trade
META sale $8K
Timing
17 days before vote
Trade: Feb 13 → Vote: Jan 27, 2026
Vote
On Cloture on the Motion to Proceed
Voted: No
Angus King sold META ($1,001-$15,000) 17 days after voting 'No' on Motion to Invoke Cloture on the Motion to Proceed to S. 3627
TRADED BEFORE VOTE META
Angus King I ME
40
Stock Trade
PYPL purchase $8K
Timing
21 days before vote
Trade: Jul 21 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: Yes
Angus King bought PYPL ($1,001-$15,000) 21 days after voting 'Yes' on Kaine Motion to Commit H.R. 1 to the Committee on Homeland Security and Governmental Affairs with In
TRADED BEFORE VOTE PYPL
Angus King I ME
40
Stock Trade
KEX purchase $8K
Timing
21 days before vote
Trade: Jul 21 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: Yes
Angus King bought KEX ($1,001-$15,000) 21 days after voting 'Yes' on Schumer Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TRADED BEFORE VOTE KEX
Angus King I ME
40
Stock Trade
ONON purchase $8K
Timing
21 days before vote
Trade: Jul 21 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: Yes
Angus King bought ONON ($1,001-$15,000) 21 days after voting 'Yes' on Motion to Waive Section 302(F) of the CBA Re: Amdt. No. 2696
TRADED BEFORE VOTE ONON
Angus King I ME
40
Stock Trade
LOW purchase $8K
Timing
9 days after vote
Trade: Jul 21 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
Angus King bought LOW ($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
LOW
Angus King I ME
40
Stock Trade
BAC purchase $8K
Timing
20 days before vote
Trade: Jul 21 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought BAC ($1,001-$15,000) 20 days after voting 'Yes' on Klobuchar Amdt. No. 2849
TRADED BEFORE VOTE BAC
Angus King I ME
40
Stock Trade
VRT purchase $8K
Timing
10 days after vote
Trade: Jul 21 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought VRT ($1,001-$15,000) 10 days before voting 'No' on Motion to Invoke Cloture: Nicholas Kent to be Under Secretary of Education
VRT
Mike Lee R UT
40
Stock Trade
CCL Purchase
Timing
10 days before vote
Trade: Mar 20 → Vote: Mar 10, 2025
Vote
On the Nomination
Voted: Yes
Hon. Susie Lee sold CCL 10 days after voting 'Yes' on Confirmation: Lori Chavez-DeRemer, of Oregon, to be Secretary of Labor
TRADED BEFORE VOTE CCL
Stock Trade
EL sale $8K
Timing
8 days after vote
Trade: Apr 29 → Vote: May 7, 2025
Vote
On the Joint Resolution
Voted: No
Sheldon Whitehouse sold EL ($1,001-$15,000) 8 days before voting 'No' on S.J. Res. 13
EL
Stock Trade
CMG sale $175K
Timing
22 days before vote
Trade: Jun 12 → Vote: May 21, 2025
Vote
On the Motion to Proceed
Voted: No
John Hickenlooper sold CMG ($100,001-$250,000) 22 days after voting 'No' on Motion to Proceed to H.J.Res. 88
TRADED BEFORE VOTE CMG
Stock Trade
ADI sale $8K
Timing
12 days after vote
Trade: Jun 18 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
Shelley Moore Capito sold ADI ($1,001-$15,000) 12 days before voting 'No' on Motion to Waive Section 302(F) of the CBA Re: Amdt. No. 2696
ADI
Stock Trade
MSFT sale $8K
Timing
14 days after vote
Trade: Jul 18 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: No
Shelley Moore Capito sold MSFT ($1,001-$15,000) 14 days before voting 'No' on Murphy Amdt. No. 3447
MSFT
Stock Trade
SHW purchase $8K
Timing
15 days before vote
Trade: Aug 1 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito bought SHW ($1,001-$15,000) 15 days after voting 'Yes' on Motion to Invoke Cloture: Joshua M. Divine to be U.S. District Judge for the Eastern and Western Dis
TRADED BEFORE VOTE SHW
40
Stock Trade
MSFT purchase
Timing
18 days before vote
Trade: Apr 22 → Vote: Apr 4, 2025
Vote
On the Amendment
Voted: No
John Boozman bought MSFT ($1,001-$15,000) 18 days after voting 'No' on Padilla Amdt. No. 1774
TRADED BEFORE VOTE MSFT
40
Stock Trade
NVDA purchase $8K
Timing
8 days after vote
Trade: May 13 → Vote: May 21, 2025
Vote
On the Point of Order
Voted: Yes
John Boozman bought NVDA ($1,001-$15,000) 8 days before voting 'Yes' on Shall Joint Resolutions that Meet All the Requirements of Section 802 of the Congressional Review Ac
NVDA
40
Stock Trade
RTX purchase $8K
Timing
16 days before vote
Trade: May 30 → Vote: May 14, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought RTX ($1,001-$15,000) 16 days after voting 'Yes' on Motion to Invoke Cloture: Eric Matthew Ueland to be Deputy Director for Management, Office of Manage
TRADED BEFORE VOTE RTX
40
Stock Trade
URNM sale $8K
Timing
16 days before vote
Trade: Aug 1 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: No
John Boozman sold URNM ($1,001-$15,000) 16 days after voting 'No' on Schiff Amdt. No. 2862
TRADED BEFORE VOTE URNM
40
Stock Trade
SCHP purchase $8K
Timing
17 days before vote
Trade: Aug 1 → Vote: Jul 15, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought SCHP ($1,001-$15,000) 17 days after voting 'Yes' on Confirmation: Joseph Edlow, of Maryland, to be Director of U.S. Citizenship and Immigration Services
TRADED BEFORE VOTE SCHP
Stock Trade
AWK sale $75K
Timing
28 days before vote
Trade: Jan 14 → Vote: Dec 17, 2025
Vote
On Agreeing to the Resolution
Voted: Yes
Richard W. Allen sold AWK ($50,001-$100,000) 28 days after voting 'Yes' on On Agreeing to the Resolution
TRADED BEFORE VOTE AWK
Explore More Data
🤝
Lobbying
Lobbying filings and influence spending
🕸️
Connect The Dots
Interactive graph: Epstein figures → donors → politicians
💰
Money Trail
Follow the money from donors to politicians
🏛️
Politicians
Browse all tracked members of Congress
🗳️
Votes
Roll call votes and voting records
📅
Timeline
Epstein events overlaid with political donation activity
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