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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)

60
Stock Trade
DTE sale $8K
Timing
6 days before vote
Trade: May 20 → Vote: May 14, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold DTE ($1,001-$15,000) 6 days after voting 'Yes' on Confirmation: Eric Matthew Ueland, of Virginia, to be Deputy Director for Management, Office of Mana
TRADED BEFORE VOTE DTE
Stock Trade
LPLA purchase $33K
Timing
1 day after vote
Trade: May 13 → Vote: May 14, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought LPLA ($15,001-$50,000) 1 days before voting 'Yes' on Motion to Invoke Cloture: Eric Matthew Ueland to be Deputy Director for Management, Office of Manage
TIGHT TIMING LPLA
Stock Trade
MTZ sale $33K
Timing
1 day after vote
Trade: Feb 4 → Vote: Feb 5, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin sold MTZ ($15,001-$50,000) 1 days before voting 'Yes' on Confirmation: Brian Charles Lea, of Tennessee, to be U.S. District Judge for the Western District of
TIGHT TIMING MTZ
60
Stock Trade
AMD purchase $8K
Timing
5 days before vote
Trade: Aug 7 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought AMD ($1,001-$15,000) 5 days after voting 'Yes' on Confirmation: Jason Reding Quinones, of Florida, to be United States Attorney for the Southern Distr
TRADED BEFORE VOTE AMD
Angus King I ME
60
Stock Trade
MSFT purchase $8K
Timing
5 days before vote
Trade: Jul 21 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought MSFT ($1,001-$15,000) 5 days after voting 'Yes' on Booker Amdt. No. 2887
TRADED BEFORE VOTE MSFT
Angus King I ME
60
Stock Trade
GOOGL purchase $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Not Voting
Angus King bought GOOGL ($1,001-$15,000) 4 days after voting 'Not Voting' on Motion to Invoke Cloture: Aaron Lukas to be Principal Deputy Director of National Intelligence
TRADED BEFORE VOTE GOOGL
Angus King I ME
60
Stock Trade
LOW purchase $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Motion to Table
Voted: No
Angus King bought LOW ($1,001-$15,000) 4 days after voting 'No' on Motion to Table Amdt. No. 2893
TRADED BEFORE VOTE LOW
Stock Trade
MTZ sale $33K
Timing
Same day
Trade: Feb 4 → Vote: Feb 4, 2026
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin sold MTZ ($15,001-$50,000) 0 days after voting 'Yes' on Motion to Invoke Cloture: Brian Charles Lea to be U.S. District Judge for the Western District of Te
TIGHT TIMING MTZ
Stock Trade
AAPL sale $8K
Timing
18 days before vote
Trade: Jul 18 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
Shelley Moore Capito sold AAPL ($1,001-$15,000) 18 days after voting 'No' on Motion to Waive Section 313(b)(1)(D) of the Congressional Budget Act Re: Merkley Amdt. No. 2446
TRADED BEFORE VOTE AAPL
60
Stock Trade
DTE sale $8K
Timing
6 days before vote
Trade: May 20 → Vote: May 14, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold DTE ($1,001-$15,000) 6 days after voting 'Yes' on Motion to Invoke Cloture: Eric Matthew Ueland to be Deputy Director for Management, Office of Manage
TRADED BEFORE VOTE DTE
Stock Trade
LPLA purchase $33K
Timing
1 day after vote
Trade: May 13 → Vote: May 14, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought LPLA ($15,001-$50,000) 1 days before voting 'Yes' on Confirmation: Emil Michael, of Florida, to be Under Secretary of Defense for Research and Engineerin
TIGHT TIMING LPLA
60
Stock Trade
AMD purchase $8K
Timing
5 days before vote
Trade: Aug 7 → Vote: Aug 2, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought AMD ($1,001-$15,000) 5 days after voting 'Yes' on Motion to Invoke Cloture: Jason Reding Quinones to be United States Attorney for the Southern Distri
TRADED BEFORE VOTE AMD
Angus King I ME
60
Stock Trade
NFLX purchase $8K
Timing
7 days before vote
Trade: Jul 21 → Vote: Jul 14, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought NFLX ($1,001-$15,000) 7 days after voting 'No' on Motion to Invoke Cloture: Luke Pettit to be an Assistant Secretary of the Treasury
TRADED BEFORE VOTE NFLX
Angus King I ME
60
Stock Trade
MSFT purchase $8K
Timing
5 days before vote
Trade: Jul 21 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought MSFT ($1,001-$15,000) 5 days after voting 'Yes' on Rosen Amdt. No. 2878
TRADED BEFORE VOTE MSFT
Angus King I ME
60
Stock Trade
NVDA purchase $8K
Timing
12 days after vote
Trade: Jul 21 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
Angus King bought NVDA ($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
NVDA
Angus King I ME
60
Stock Trade
GOOGL purchase $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Not Voting
Angus King bought GOOGL ($1,001-$15,000) 4 days after voting 'Not Voting' on Motion to Invoke Cloture: Cristian M. Stevens to be U.S. District Judge for the Eastern District of
TRADED BEFORE VOTE GOOGL
Stock Trade
MTZ sale $33K
Timing
Same day
Trade: Feb 4 → Vote: Feb 4, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin sold MTZ ($15,001-$50,000) 0 days after voting 'Yes' on Confirmation: Megan Blair Benton, of Missouri, to be U.S. District Judge for the Western District of
TIGHT TIMING MTZ
Stock Trade
AAPL sale $8K
Timing
18 days before vote
Trade: Jul 18 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: Yes
Shelley Moore Capito sold AAPL ($1,001-$15,000) 18 days after voting 'Yes' on Motion to Waive Section 313(b)(1)(D) of the CBA Re: Cornyn Amdt. No. 2705
TRADED BEFORE VOTE AAPL
60
Stock Trade
DTE sale $8K
Timing
6 days before vote
Trade: May 20 → Vote: May 14, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold DTE ($1,001-$15,000) 6 days after voting 'Yes' on Confirmation: Emil Michael, of Florida, to be Under Secretary of Defense for Research and Engineerin
TRADED BEFORE VOTE DTE
Stock Trade
LPLA purchase $33K
Timing
1 day after vote
Trade: May 13 → Vote: May 14, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought LPLA ($15,001-$50,000) 1 days before voting 'Yes' on Motion to Invoke Cloture: Emil Michael to be Under Secretary of Defense for Research and Engineering
TIGHT TIMING LPLA
Stock Trade
MPWR purchase $33K
Timing
Same day
Trade: Jan 5 → Vote: Jan 5, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought MPWR ($15,001-$50,000) 0 days after voting 'Yes' on Confirmation: Keith Bass, of Texas, to be an Assistant Secretary of Defense
TIGHT TIMING MPWR
60
Stock Trade
AMD purchase $8K
Timing
5 days before vote
Trade: Aug 7 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought AMD ($1,001-$15,000) 5 days after voting 'Yes' on Confirmation: Brian Burch, of Illinois, to be Ambassador of the United States of America to the Holy
TRADED BEFORE VOTE AMD
Angus King I ME
60
Stock Trade
NFLX purchase $8K
Timing
7 days before vote
Trade: Jul 21 → Vote: Jul 14, 2025
Vote
On the Nomination
Voted: No
Angus King bought NFLX ($1,001-$15,000) 7 days after voting 'No' on Confirmation: Whitney D. Hermandorfer, of Tennessee, to be United States Circuit Judge for the Sixth
TRADED BEFORE VOTE NFLX
Angus King I ME
60
Stock Trade
MSFT purchase $8K
Timing
5 days before vote
Trade: Jul 21 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought MSFT ($1,001-$15,000) 5 days after voting 'Yes' on Schiff Amdt. No. 2862
TRADED BEFORE VOTE MSFT
Angus King I ME
60
Stock Trade
NVDA purchase $8K
Timing
12 days after vote
Trade: Jul 21 → Vote: Aug 2, 2025
Vote
On the Cloture Motion
Voted: Yes
Angus King bought NVDA ($1,001-$15,000) 12 days before voting 'Yes' on Motion to Invoke Cloture: Luke Lindberg to be Under Secretary of Agriculture for Trade and Foreign A
NVDA
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Lobbying
Lobbying filings and influence spending
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Politicians
Browse all tracked members of Congress
🏆
Top Donors
Biggest spenders in American politics
📜
Bills
Legislation and bill sponsorships
🕸️
Connect The Dots
Interactive graph: Epstein figures → donors → politicians
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By State
Political money data by state
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1%
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46%
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