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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
LRCX sale $33K
Timing
28 days before vote
Trade: Aug 28 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: No
Sheldon Whitehouse sold LRCX ($15,001-$50,000) 28 days after voting 'No' on Confirmation: Tyler Clarkson, of Virginia, to be General Counsel of the Department of Agriculture
TRADED BEFORE VOTE LRCX
Stock Trade
SPY sale $750K
Timing
23 days after vote
Trade: May 13 → Vote: Jun 5, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin sold SPY ($500,001-$1,000,000) 23 days before voting 'Yes' on Motion to Invoke Cloture: John Andrew Eisenberg to be an Assistant Attorney General (National Securi
SPY
Stock Trade
MCK 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 MCK ($15,001-$50,000) 23 days after voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 6938
TRADED BEFORE VOTE MCK
35
Stock Trade
TBLL sale $33K
Timing
23 days before vote
Trade: Aug 1 → Vote: Jul 9, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold TBLL ($15,001-$50,000) 23 days after voting 'Yes' on Confirmation: William Briggs, of Texas, to be Deputy Administrator of the Small Business Administrat
TRADED BEFORE VOTE TBLL
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
CRDO 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 CRDO ($15,001-$50,000) 28 days after voting 'No' on Motion to Proceed to S.J.Res. 86
TRADED BEFORE VOTE CRDO
35
Stock Trade
EMRZX sale $33K
Timing
28 days before vote
Trade: Aug 7 → Vote: Jul 10, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold EMRZX ($15,001-$50,000) 28 days after voting 'Yes' on Motion to Invoke Cloture: Jonathan Gould to be Comptroller of the Currency
TRADED BEFORE VOTE EMRZX
Stock Trade
CVX sale $33K
Timing
29 days before vote
Trade: Jan 9 → Vote: Dec 11, 2025
Vote
On Agreeing to the Amendment
Voted: Yes
Gilbert Cisneros sold CVX ($15,001-$50,000) 29 days after voting 'Yes' on On Agreeing to the Amendment
TRADED BEFORE VOTE CVX
Stock Trade
PLTR sale $33K
Timing
29 days before vote
Trade: Jan 16 → Vote: Dec 18, 2025
Vote
On Motion to Recommit
Voted: Yes
Jonathan Jackson sold PLTR ($15,001-$50,000) 29 days after voting 'Yes' on On Motion to Recommit
TRADED BEFORE VOTE PLTR
Stock Trade
LRCX sale $33K
Timing
28 days before vote
Trade: Aug 28 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: No
Sheldon Whitehouse sold LRCX ($15,001-$50,000) 28 days after voting 'No' on Motion to Invoke Cloture: Cheryl Mason to be Inspector General, Department of Veterans Affairs
TRADED BEFORE VOTE LRCX
Stock Trade
SPY sale $750K
Timing
23 days after vote
Trade: May 13 → Vote: Jun 5, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin sold SPY ($500,001-$1,000,000) 23 days before voting 'Yes' on Confirmation: James O'Neill, of California, to be Deputy Secretary of Health and Human Services
SPY
Stock Trade
MPWR purchase $33K
Timing
20 days after vote
Trade: Feb 4 → Vote: Feb 24, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Markwayne Mullin bought MPWR ($15,001-$50,000) 20 days before voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 7147
MPWR
Stock Trade
MCK 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 MCK ($15,001-$50,000) 22 days after voting 'No' on Motion to Proceed to S.J. Res. 84
TRADED BEFORE VOTE MCK
35
Stock Trade
TBLL sale $33K
Timing
23 days before vote
Trade: Aug 1 → Vote: Jul 9, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold TBLL ($15,001-$50,000) 23 days after voting 'Yes' on Confirmation: Scott Kupor, of California, to be Director of the Office of Personnel Management
TRADED BEFORE VOTE TBLL
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
CRDO sale $33K
Timing
27 days before vote
Trade: Feb 4 → Vote: Jan 8, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin sold CRDO ($15,001-$50,000) 27 days after voting 'Yes' on Confirmation: Alexander C. Van Hook, of Louisiana, to be U.S. District Judge for the Western Distric
TRADED BEFORE VOTE CRDO
35
Stock Trade
EMRZX sale $33K
Timing
24 days before vote
Trade: Aug 7 → Vote: Jul 14, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold EMRZX ($15,001-$50,000) 24 days after voting 'Yes' on Motion to Invoke Cloture: Luke Pettit to be an Assistant Secretary of the Treasury
TRADED BEFORE VOTE EMRZX
Stock Trade
CVX sale $33K
Timing
29 days before vote
Trade: Jan 9 → Vote: Dec 11, 2025
Vote
On Agreeing to the Amendment
Voted: No
Gilbert Cisneros sold CVX ($15,001-$50,000) 29 days after voting 'No' on On Agreeing to the Amendment
TRADED BEFORE VOTE CVX
Stock Trade
PLTR sale $33K
Timing
29 days before vote
Trade: Jan 16 → Vote: Dec 18, 2025
Vote
On Passage
Voted: No
Jonathan Jackson sold PLTR ($15,001-$50,000) 29 days after voting 'No' on On Passage
TRADED BEFORE VOTE PLTR
Stock Trade
LRCX sale $33K
Timing
27 days before vote
Trade: Aug 28 → Vote: Aug 1, 2025
Vote
On the Nomination
Voted: No
Sheldon Whitehouse sold LRCX ($15,001-$50,000) 27 days after voting 'No' on Confirmation: Nicholas Kent, of Virginia, to be Under Secretary of Education
TRADED BEFORE VOTE LRCX
Stock Trade
SPY sale $750K
Timing
27 days after vote
Trade: May 13 → Vote: Jun 9, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin sold SPY ($500,001-$1,000,000) 27 days before voting 'Yes' on Motion to Invoke Cloture: David Fotouhi to be Deputy Administrator of the Environmental Protection A
SPY
Stock Trade
MPWR purchase $33K
Timing
21 days after vote
Trade: Feb 4 → Vote: Feb 25, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought MPWR ($15,001-$50,000) 21 days before voting 'Yes' on Confirmation: John DeLeeuw, of Texas, to be a Member of the National Transportation Safety Board
MPWR
35
Stock Trade
TBLL sale $33K
Timing
23 days before vote
Trade: Aug 1 → Vote: Jul 9, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold TBLL ($15,001-$50,000) 23 days after voting 'Yes' on Motion to Invoke Cloture: William Briggs to be Deputy Administrator of the Small Business Administra
TRADED BEFORE VOTE TBLL
Stock Trade
CRDO sale $33K
Timing
27 days before vote
Trade: Feb 4 → Vote: Jan 8, 2026
Vote
On the Motion to Discharge
Voted: No
Markwayne Mullin sold CRDO ($15,001-$50,000) 27 days after voting 'No' on Motion to Discharge S.J.Res. 98
TRADED BEFORE VOTE CRDO
35
Stock Trade
EMRZX sale $33K
Timing
24 days before vote
Trade: Aug 7 → Vote: Jul 14, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold EMRZX ($15,001-$50,000) 24 days after voting 'Yes' on Confirmation: Whitney D. Hermandorfer, of Tennessee, to be United States Circuit Judge for the Sixth
TRADED BEFORE VOTE EMRZX
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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