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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
ABBV sale $8K
Timing
21 days before vote
Trade: Aug 11 → Vote: Jul 21, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold ABBV ($1,001-$15,000) 21 days after voting 'Yes' on Motion to Invoke Cloture: Terrance Cole to be Administrator of Drug Enforcement
TRADED BEFORE VOTE ABBV
40
Stock Trade
TBLL purchase $8K
Timing
18 days before vote
Trade: Jan 23 → Vote: Jan 5, 2026
Vote
On the Nomination
Voted: Yes
John Boozman bought TBLL ($1,001-$15,000) 18 days after voting 'Yes' on Confirmation: Keith Bass, of Texas, to be an Assistant Secretary of Defense
TRADED BEFORE VOTE TBLL
40
Stock Trade
MBB purchase $8K
Timing
12 days after vote
Trade: Jan 23 → Vote: Feb 4, 2026
Vote
On the Nomination
Voted: Yes
John Boozman bought MBB ($1,001-$15,000) 12 days before voting 'Yes' on Confirmation: Aaron Christian Peterson, of Alaska, to be United States District Judge for the Distri
MBB
40
Stock Trade
XOM sale $8K
Timing
19 days before vote
Trade: Apr 30 → Vote: Apr 11, 2025
Vote
On the Cloture Motion
Voted: Yes
Katie Britt sold XOM ($1,001-$15,000) 19 days after voting 'Yes' on Motion to Invoke Cloture: Lt. Gen. John D. Caine (Retired) to be General and Chairman of the Joint C
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: Yes
Angus King bought META ($1,001-$15,000) 12 days before voting 'Yes' on Confirmation: Sean Cairncross, of Minnesota, to be National Cyber Director
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 Cloture Motion
Voted: No
Angus King sold TMO ($1,001-$15,000) 12 days before voting 'No' on Motion to Invoke Cloture: Jason Reding Quinones to be United States Attorney for the Southern Distri
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 Hassan 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: Yes
Angus King bought KEX ($1,001-$15,000) 21 days after voting 'Yes' on Wyden 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 313(b)(1)(D) of the Congressional Budget Act Re: Merkley Amdt. No. 2446
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 Cloture Motion
Voted: No
Angus King bought LOW ($1,001-$15,000) 8 days before voting 'No' on Motion to Invoke Cloture: William Kimmitt to be Under Secretary of Commerce for International Trade
LOW
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 Cloture Motion
Voted: No
Angus King bought VRT ($1,001-$15,000) 9 days before voting 'No' on Motion to Invoke Cloture: Jospeh Kent to be Director of the National Counterterrorism Center, Office
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 Cloture Motion
Voted: Yes
Hon. Susie Lee sold CCL 14 days after voting 'Yes' on Motion to Invoke Cloture: Lori Chavez-DeRemer to be Secretary of Labor
TRADED BEFORE VOTE CCL
Stock Trade
VZ sale $8K
Timing
14 days after vote
Trade: Feb 23 → Vote: Mar 9, 2026
Vote
On the Cloture Motion
Voted: Yes
Sheldon Whitehouse sold VZ ($1,001-$15,000) 14 days before voting 'Yes' on Motion to Invoke Cloture: Lt. Gen. Joshua M. Rudd to be General in the United States Army
VZ
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 313(b)(1)(D) of the Congressional Budget Act Re: Merkley Amdt. No. 2446
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 Kennedy Amdt. No. 3414
MSFT
Stock Trade
GD sale $8K
Timing
15 days before vote
Trade: Jul 31 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: No
Shelley Moore Capito sold GD ($1,001-$15,000) 15 days after voting 'No' on Coons Amdt. No. 2856
TRADED BEFORE VOTE GD
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: Bradley Hansell to be Under Secretary of Defense for Intelligence and Secu
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 Ossoff Amdt. No. 2186
TRADED BEFORE VOTE MSFT
40
Stock Trade
GOOGL purchase $8K
Timing
19 days before vote
Trade: May 20 → Vote: May 1, 2025
Vote
On the Joint Resolution
Voted: Yes
John Boozman bought GOOGL ($1,001-$15,000) 19 days after voting 'Yes' on S.J.Res. 31
TRADED BEFORE VOTE GOOGL
40
Stock Trade
RTX purchase $8K
Timing
17 days before vote
Trade: May 30 → Vote: May 13, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought RTX ($1,001-$15,000) 17 days after voting 'Yes' on Confirmation: Reed Rubinstein, of Maryland, to be Legal Adviser of the Department of State
TRADED BEFORE VOTE RTX
Stock Trade
AMZN purchase $175K
Timing
17 days after vote
Trade: Dec 29 → Vote: Jan 15, 2026
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought AMZN ($100,001-$250,000) 17 days before voting 'Yes' on Motion to Invoke Cloture: H.R. 6938
AMZN
40
Stock Trade
URNM sale $8K
Timing
17 days before vote
Trade: Aug 1 → Vote: Jul 15, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold URNM ($1,001-$15,000) 17 days after voting 'Yes' on Confirmation: Luke Pettit, of the District of Columbia, to be an Assistant Secretary of the Treasury
TRADED BEFORE VOTE URNM
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 Shaheen Amdt. No. 2898
TRADED BEFORE VOTE AGZ
Stock Trade
AWK sale $75K
Timing
28 days before vote
Trade: Jan 14 → Vote: Dec 17, 2025
Vote
On Passage
Voted: Yes
Richard W. Allen sold AWK ($50,001-$100,000) 28 days after voting 'Yes' on On Passage
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: Bradley Hansell, of Virginia, to be Under Secretary of Defense for Intelligence and Se
TRADED BEFORE VOTE ABBV
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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