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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
17 days before vote
Trade: Jan 23 → Vote: Jan 6, 2026
Vote
On the Nomination
Voted: Yes
John Boozman bought TBLL ($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 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: Justin R. Olson, of Indiana, to be U.S. District Judge for the Southern District of In
MBB
40
Stock Trade
XOM sale $8K
Timing
19 days before vote
Trade: Apr 30 → Vote: Apr 11, 2025
Vote
On the Nomination
Voted: Yes
Katie Britt sold XOM ($1,001-$15,000) 19 days after voting 'Yes' on Confirmation: Lt. Gen. John D. Caine (Retired) to be Major General in the Regular Air Force
TRADED BEFORE VOTE XOM
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: No
Angus King bought META ($1,001-$15,000) 12 days before voting 'No' on Confirmation: John Arrigo, of Florida, to be Ambassador of the United States of America to the Portu
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: Brian Burch, of Illinois, to be Ambassador of the United States of America to the Holy
TMO
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 Gallego Motion to Commit H.R. 1 to the Committee on Finance with Instructions
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: No
Angus King bought KEX ($1,001-$15,000) 21 days after voting 'No' on Motion to Waive Section 425(a)(2) of the CBA re: H.R. 1
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: No
Angus King bought ONON ($1,001-$15,000) 21 days after voting 'No' on Motion to Waive Section 313(b)(1)(D) of the CBA Re: Cornyn Amdt. No. 2705
TRADED BEFORE VOTE ONON
Angus King I ME
40
Stock Trade
LOW purchase $8K
Timing
8 days after vote
Trade: Jul 21 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: No
Angus King bought LOW ($1,001-$15,000) 8 days before voting 'No' on Confirmation: Earl Matthews, of Virginia, to be General Counsel of the Department of Defense
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: No
Angus King bought BAC ($1,001-$15,000) 20 days after voting 'No' on Amdt. No. 2360, as Amended
TRADED BEFORE VOTE BAC
Angus King I ME
40
Stock Trade
VRT purchase $8K
Timing
9 days after vote
Trade: Jul 21 → Vote: Jul 30, 2025
Vote
On the Nomination
Voted: No
Angus King bought VRT ($1,001-$15,000) 9 days before voting 'No' on Confirmation: Thomas Gaiser, of Ohio, to be an Assistant Attorney General
VRT
Mike Lee R UT
40
Stock Trade
CCL Purchase
Timing
14 days before vote
Trade: Mar 20 → Vote: Mar 6, 2025
Vote
On the Nomination
Voted: Yes
Hon. Susie Lee sold CCL 14 days after voting 'Yes' on Confirmation: Troy Edgar, of California, to be Deputy Secretary of Homeland Security
TRADED BEFORE VOTE CCL
Stock Trade
ADI sale $8K
Timing
12 days after vote
Trade: Jun 18 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: Yes
Shelley Moore Capito sold ADI ($1,001-$15,000) 12 days before voting 'Yes' on Motion to Waive Section 313(b)(1)(D) of the CBA Re: Cornyn Amdt. No. 2705
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 Duckworth Amdt. No. 3466
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: Aaron Lukas to be Principal Deputy Director of National Intelligence
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 Paul Amdt. No. 1760
TRADED BEFORE VOTE MSFT
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: Sean Donahue to be an Assistant Administrator of the Environmental Protect
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 Booker Amdt. No. 2887
TRADED BEFORE VOTE URNM
40
Stock Trade
SCHP purchase $8K
Timing
18 days before vote
Trade: Aug 1 → Vote: Jul 14, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought SCHP ($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 SCHP
40
Stock Trade
AGZ purchase $8K
Timing
15 days before vote
Trade: Aug 1 → Vote: Jul 17, 2025
Vote
On the Amendment
Voted: No
John Boozman bought AGZ ($1,001-$15,000) 15 days after voting 'No' on Murkowski Amdt. No. 2865
TRADED BEFORE VOTE AGZ
Stock Trade
AWK sale $75K
Timing
28 days before vote
Trade: Jan 14 → Vote: Dec 17, 2025
Vote
On Agreeing to the Resolution
Voted: No
Richard W. Allen sold AWK ($50,001-$100,000) 28 days after voting 'No' on On Agreeing to the Resolution
TRADED BEFORE VOTE AWK
40
Stock Trade
ABBV sale $8K
Timing
20 days before vote
Trade: Aug 11 → Vote: Jul 22, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold ABBV ($1,001-$15,000) 20 days after voting 'Yes' on Confirmation: Aaron Lukas, of Arkansas, to be Principal Deputy Director of National Intelligence
TRADED BEFORE VOTE ABBV
40
Stock Trade
TBLL purchase $8K
Timing
17 days before vote
Trade: Jan 23 → Vote: Jan 6, 2026
Vote
On the Nomination
Voted: Yes
John Boozman bought TBLL ($1,001-$15,000) 17 days after voting 'Yes' on Confirmation: Joshua Simmons, of Virginia, to be General Counsel of the Central Intelligence Agency
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 Cloture Motion
Voted: Yes
John Boozman bought MBB ($1,001-$15,000) 13 days before voting 'Yes' on Motion to Invoke Cloture: Justin R. Olson to be U.S. District Judge for the Southern District of Ind
MBB
40
Stock Trade
MSFT purchase $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 bought MSFT ($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 MSFT
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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