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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
SPY sale $750K
Timing
28 days after vote
Trade: May 13 → Vote: Jun 10, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin sold SPY ($500,001-$1,000,000) 28 days before voting 'Yes' on Confirmation: David Fotouhi, of Virginia, to be Deputy Administrator of the Environmental Protection
SPY
Stock Trade
AMAT purchase $33K
Timing
21 days after vote
Trade: May 13 → Vote: Jun 3, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought AMAT ($15,001-$50,000) 21 days before voting 'Yes' on Confirmation: Allison Hooker, of Georgia, to be an Under Secretary of State (Political Affairs)
AMAT
Stock Trade
LLY purchase $33K
Timing
17 days after vote
Trade: Dec 29 → Vote: Jan 15, 2026
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought LLY ($15,001-$50,000) 17 days before voting 'Yes' on Motion to Invoke Cloture: H.R. 6938
LLY
35
Stock Trade
TBLL sale $33K
Timing
22 days before vote
Trade: Aug 1 → Vote: Jul 10, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold TBLL ($15,001-$50,000) 22 days after voting 'Yes' on Motion to Invoke Cloture: Jonathan Gould to be Comptroller of the Currency
TRADED BEFORE VOTE TBLL
Stock Trade
DELL sale $33K
Timing
29 days before vote
Trade: Feb 4 → Vote: Jan 6, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin sold DELL ($15,001-$50,000) 29 days after voting 'Yes' on Confirmation: Sara Bailey, of Texas, to be Director of National Drug Control Policy
TRADED BEFORE VOTE DELL
35
Stock Trade
EMRZX sale $33K
Timing
22 days before vote
Trade: Aug 7 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: No
John Boozman sold EMRZX ($15,001-$50,000) 22 days after voting 'No' on Booker Amdt. No. 2887
TRADED BEFORE VOTE EMRZX
Stock Trade
CVX sale $33K
Timing
25 days before vote
Trade: Jan 9 → Vote: Dec 15, 2025
Vote
On Motion to Suspend the Rules and Pass
Voted: Yes
Gilbert Cisneros sold CVX ($15,001-$50,000) 25 days after voting 'Yes' on On Motion to Suspend the Rules and Pass
TRADED BEFORE VOTE CVX
Stock Trade
ADI sale $33K
Timing
19 days after vote
Trade: Jul 3 → Vote: Jul 22, 2025
Vote
On the Nomination
Voted: No
Sheldon Whitehouse sold ADI ($15,001-$50,000) 19 days before voting 'No' on Confirmation: Aaron Lukas, of Arkansas, to be Principal Deputy Director of National Intelligence
ADI
Stock Trade
LRCX sale $33K
Timing
27 days before vote
Trade: Aug 28 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: No
Sheldon Whitehouse sold LRCX ($15,001-$50,000) 27 days after voting 'No' on Kennedy Amdt. No. 3414
TRADED BEFORE VOTE LRCX
Stock Trade
SPY sale $750K
Timing
29 days after vote
Trade: May 13 → Vote: Jun 11, 2025
Vote
On the Motion to Discharge
Voted: No
Markwayne Mullin sold SPY ($500,001-$1,000,000) 29 days before voting 'No' on Motion to Discharge: S.J. Res. 54
SPY
Stock Trade
AMAT purchase $33K
Timing
21 days after vote
Trade: May 13 → Vote: Jun 3, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought AMAT ($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)
AMAT
Stock Trade
INTU purchase $33K
Timing
15 days after vote
Trade: Dec 29 → Vote: Jan 13, 2026
Vote
On the Motion to Proceed
Voted: No
Markwayne Mullin bought INTU ($15,001-$50,000) 15 days before voting 'No' on Motion to Proceed to S.J. Res. 84
INTU
Stock Trade
COST purchase $33K
Timing
15 days after vote
Trade: Dec 29 → Vote: Jan 13, 2026
Vote
On the Motion to Proceed
Voted: No
Markwayne Mullin bought COST ($15,001-$50,000) 15 days before voting 'No' on Motion to Proceed to S.J. Res. 84
COST
Stock Trade
DELL sale $33K
Timing
29 days before vote
Trade: Feb 4 → Vote: Jan 6, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin sold DELL ($15,001-$50,000) 29 days after voting 'Yes' on Confirmation: Joshua Simmons, of Virginia, to be General Counsel of the Central Intelligence Agency
TRADED BEFORE VOTE DELL
35
Stock Trade
EMRZX sale $33K
Timing
22 days before vote
Trade: Aug 7 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: No
John Boozman sold EMRZX ($15,001-$50,000) 22 days after voting 'No' on Rosen Amdt. No. 2878
TRADED BEFORE VOTE EMRZX
Stock Trade
CVX sale $33K
Timing
24 days before vote
Trade: Jan 9 → Vote: Dec 16, 2025
Vote
On Passage
Voted: No
Gilbert Cisneros sold CVX ($15,001-$50,000) 24 days after voting 'No' on On Passage
TRADED BEFORE VOTE CVX
Stock Trade
ADI sale $33K
Timing
19 days after vote
Trade: Jul 3 → Vote: Jul 22, 2025
Vote
On the Nomination
Voted: No
Sheldon Whitehouse sold ADI ($15,001-$50,000) 19 days before voting 'No' on Confirmation: Cristian M. Stevens, of Missouri, to be United States District Judge for the Eastern D
ADI
Stock Trade
LRCX sale $33K
Timing
27 days before vote
Trade: Aug 28 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: Yes
Sheldon Whitehouse sold LRCX ($15,001-$50,000) 27 days after voting 'Yes' on Duckworth Amdt. No. 3466
TRADED BEFORE VOTE LRCX
Stock Trade
SPY sale $750K
Timing
29 days after vote
Trade: May 13 → Vote: Jun 11, 2025
Vote
On the Motion to Discharge
Voted: No
Markwayne Mullin sold SPY ($500,001-$1,000,000) 29 days before voting 'No' on Motion to Discharge S. J. Res. 53
SPY
Stock Trade
AMAT purchase $33K
Timing
21 days after vote
Trade: May 13 → Vote: Jun 3, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought AMAT ($15,001-$50,000) 21 days before voting 'Yes' on Confirmation: Michael Duffey, of Virginia, to be Under Secretary of Defense for Acquisition and Sust
AMAT
Stock Trade
INTU purchase $33K
Timing
16 days after vote
Trade: Dec 29 → Vote: Jan 14, 2026
Vote
On the Point of Order
Voted: Yes
Markwayne Mullin bought INTU ($15,001-$50,000) 16 days before voting 'Yes' on Is the Point of Order Well Taken Re: To the Privilege Status of S.J. Res. 98
INTU
Stock Trade
COST purchase $33K
Timing
16 days after vote
Trade: Dec 29 → Vote: Jan 14, 2026
Vote
On the Point of Order
Voted: Yes
Markwayne Mullin bought COST ($15,001-$50,000) 16 days before voting 'Yes' on Is the Point of Order Well Taken Re: To the Privilege Status of S.J. Res. 98
COST
Stock Trade
DELL sale $33K
Timing
28 days before vote
Trade: Feb 4 → Vote: Jan 7, 2026
Vote
On the Motion to Proceed
Voted: No
Markwayne Mullin sold DELL ($15,001-$50,000) 28 days after voting 'No' on Motion to Proceed to S.J.Res. 86
TRADED BEFORE VOTE DELL
35
Stock Trade
EMRZX sale $33K
Timing
22 days before vote
Trade: Aug 7 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: No
John Boozman sold EMRZX ($15,001-$50,000) 22 days after voting 'No' on Schiff Amdt. No. 2862
TRADED BEFORE VOTE EMRZX
Stock Trade
CVX sale $33K
Timing
24 days before vote
Trade: Jan 9 → Vote: Dec 16, 2025
Vote
On Motion to Recommit
Voted: Yes
Gilbert Cisneros sold CVX ($15,001-$50,000) 24 days after voting 'Yes' on On Motion to Recommit
TRADED BEFORE VOTE CVX
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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