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STOCK TRADE ↔ VOTE CORRELATIONS
30,326
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.

30,326
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 (9249)
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)
45.5 avg (774 trades)
46.2 avg (705 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 (30326 found)

Stock Trade
CVX sale $33K
Timing
23 days before vote
Trade: Jan 9 → Vote: Dec 17, 2025
Vote
On Motion to Recommit
Voted: Yes
Gilbert Cisneros sold CVX ($15,001-$50,000) 23 days after voting 'Yes' on On Motion to Recommit
TRADED BEFORE VOTE CVX
Stock Trade
XLP purchase $33K
Timing
19 days after vote
Trade: Dec 17 → Vote: Jan 5, 2026
Vote
On the Nomination
Voted: Yes
Tommy Tuberville bought XLP ($15,001-$50,000) 19 days before voting 'Yes' on Confirmation: Keith Bass, of Texas, to be an Assistant Secretary of Defense
XLP
Stock Trade
ADI sale $33K
Timing
20 days after vote
Trade: Jul 3 → Vote: Jul 23, 2025
Vote
On the Motion to Proceed
Voted: Yes
Sheldon Whitehouse sold ADI ($15,001-$50,000) 20 days before voting 'Yes' on Motion to Proceed to H.R. 3944
ADI
Stock Trade
LRCX sale $33K
Timing
26 days before vote
Trade: Aug 28 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: No
Sheldon Whitehouse sold LRCX ($15,001-$50,000) 26 days after voting 'No' on Confirmation: John Arrigo, of Florida, to be Ambassador of the United States of America to the Portu
TRADED BEFORE VOTE LRCX
Stock Trade
CSX purchase $33K
Timing
21 days after vote
Trade: May 13 → Vote: Jun 3, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought CSX ($15,001-$50,000) 21 days before voting 'Yes' on Confirmation: Dale Marks, of Florida, to be an Assistant Secretary of Defense
CSX
Stock Trade
CAT purchase $33K
Timing
17 days after vote
Trade: Dec 29 → Vote: Jan 15, 2026
Vote
On Passage of the Bill
Voted: Yes
Markwayne Mullin bought CAT ($15,001-$50,000) 17 days before voting 'Yes' on H.R. 6938
CAT
Stock Trade
MPWR purchase $33K
Timing
27 days before vote
Trade: Feb 4 → Vote: Jan 8, 2026
Vote
On the Motion to Discharge
Voted: No
Markwayne Mullin bought MPWR ($15,001-$50,000) 27 days after voting 'No' on Motion to Discharge S.J.Res. 98
TRADED BEFORE VOTE MPWR
Stock Trade
CVX sale $33K
Timing
23 days before vote
Trade: Jan 9 → Vote: Dec 17, 2025
Vote
On Passage
Voted: No
Gilbert Cisneros sold CVX ($15,001-$50,000) 23 days after voting 'No' on On Passage
TRADED BEFORE VOTE CVX
Stock Trade
XLP purchase $33K
Timing
20 days after vote
Trade: Dec 17 → Vote: Jan 6, 2026
Vote
On the Nomination
Voted: Yes
Tommy Tuberville bought XLP ($15,001-$50,000) 20 days before voting 'Yes' on Confirmation: Sara Bailey, of Texas, to be Director of National Drug Control Policy
XLP
Stock Trade
ADI sale $33K
Timing
21 days after vote
Trade: Jul 3 → Vote: Jul 24, 2025
Vote
On the Cloture Motion
Voted: No
Sheldon Whitehouse sold ADI ($15,001-$50,000) 21 days before voting 'No' on Motion to Invoke Cloture: Emil J. Bove III to be U.S. Circuit Judge for the Third Circuit
ADI
Stock Trade
LRCX sale $33K
Timing
26 days before vote
Trade: Aug 28 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: No
Sheldon Whitehouse sold LRCX ($15,001-$50,000) 26 days after voting 'No' on Confirmation: Catherine Hanson, of South Carolina, to be Chief Financial Officer, Environmental Prot
TRADED BEFORE VOTE LRCX
Stock Trade
CSX purchase $33K
Timing
21 days after vote
Trade: May 13 → Vote: Jun 3, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought CSX ($15,001-$50,000) 21 days before voting 'Yes' on Motion to Invoke Cloture: Dale Marks to be an Assistant Secretary of Defense
CSX
Stock Trade
CAT purchase $33K
Timing
17 days after vote
Trade: Dec 29 → Vote: Jan 15, 2026
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought CAT ($15,001-$50,000) 17 days before voting 'Yes' on Motion to Invoke Cloture: H.R. 6938
CAT
Stock Trade
MPWR purchase $33K
Timing
23 days before vote
Trade: Feb 4 → Vote: Jan 12, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Markwayne Mullin bought MPWR ($15,001-$50,000) 23 days after voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 6938
TRADED BEFORE VOTE MPWR
Stock Trade
CVX sale $33K
Timing
23 days before vote
Trade: Jan 9 → Vote: Dec 17, 2025
Vote
On Motion to Recommit
Voted: Yes
Gilbert Cisneros sold CVX ($15,001-$50,000) 23 days after voting 'Yes' on On Motion to Recommit
TRADED BEFORE VOTE CVX
Stock Trade
XLP purchase $33K
Timing
20 days after vote
Trade: Dec 17 → Vote: Jan 6, 2026
Vote
On the Nomination
Voted: Yes
Tommy Tuberville bought XLP ($15,001-$50,000) 20 days before voting 'Yes' on Confirmation: Joshua Simmons, of Virginia, to be General Counsel of the Central Intelligence Agency
XLP
Stock Trade
ADI sale $33K
Timing
21 days after vote
Trade: Jul 3 → Vote: Jul 24, 2025
Vote
On the Nomination
Voted: No
Sheldon Whitehouse sold ADI ($15,001-$50,000) 21 days before voting 'No' on Confirmation: Richard Topping, of Ohio, to be Chief Financial Officer, Department of Veterans Affair
ADI
Stock Trade
LRCX sale $33K
Timing
26 days before vote
Trade: Aug 28 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: No
Sheldon Whitehouse sold LRCX ($15,001-$50,000) 26 days after voting 'No' on Confirmation: Luke Lindberg, of South Dakota, to be Under Secretary of Agriculture for Trade and For
TRADED BEFORE VOTE LRCX
Stock Trade
CSX purchase $33K
Timing
21 days after vote
Trade: May 13 → Vote: Jun 3, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought CSX ($15,001-$50,000) 21 days before voting 'Yes' on Confirmation: Allison Hooker, of Georgia, to be an Under Secretary of State (Political Affairs)
CSX
Stock Trade
MPWR purchase $33K
Timing
22 days before vote
Trade: Feb 4 → Vote: Jan 13, 2026
Vote
On the Motion to Proceed
Voted: No
Markwayne Mullin bought MPWR ($15,001-$50,000) 22 days after voting 'No' on Motion to Proceed to S.J. Res. 84
TRADED BEFORE VOTE MPWR
Stock Trade
CVX sale $33K
Timing
22 days before vote
Trade: Jan 9 → Vote: Dec 18, 2025
Vote
On Passage
Voted: No
Gilbert Cisneros sold CVX ($15,001-$50,000) 22 days after voting 'No' on On Passage
TRADED BEFORE VOTE CVX
Stock Trade
XLP purchase $33K
Timing
21 days after vote
Trade: Dec 17 → Vote: Jan 7, 2026
Vote
On the Motion to Proceed
Voted: No
Tommy Tuberville bought XLP ($15,001-$50,000) 21 days before voting 'No' on Motion to Proceed to S.J.Res. 86
XLP
Stock Trade
ADI sale $33K
Timing
21 days after vote
Trade: Jul 3 → Vote: Jul 24, 2025
Vote
On the Cloture Motion
Voted: No
Sheldon Whitehouse sold ADI ($15,001-$50,000) 21 days before voting 'No' on Motion to Invoke Cloture: Richard Topping to be Chief Financial Officer, Department of Veterans Affa
ADI
Stock Trade
LRCX sale $33K
Timing
26 days before vote
Trade: Aug 28 → Vote: Aug 2, 2025
Vote
On the Cloture Motion
Voted: No
Sheldon Whitehouse sold LRCX ($15,001-$50,000) 26 days after voting 'No' on Motion to Invoke Cloture: Luke Lindberg to be Under Secretary of Agriculture for Trade and Foreign A
TRADED BEFORE VOTE LRCX
Stock Trade
CSX purchase $33K
Timing
21 days after vote
Trade: May 13 → Vote: Jun 3, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought CSX ($15,001-$50,000) 21 days before voting 'Yes' on Motion to Invoke Cloture: Allison Hooker to be an Under Secretary of State (Political Affairs)
CSX
Explore More Data
🗳️
Votes
Roll call votes and voting records
💰
Money Trail
Follow the money from donors to politicians
🕸️
Connect The Dots
Interactive graph: Epstein figures → donors → politicians
🏆
Top Donors
Biggest spenders in American politics
📅
Timeline
Epstein events overlaid with political donation activity
📊
Leaderboard
Politicians ranked by corruption score
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