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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)

Stock Trade
UNH sale $33K
Timing
15 days before vote
Trade: Aug 1 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin sold UNH ($15,001-$50,000) 15 days after voting 'Yes' on Motion to Invoke Cloture: Cristian M. Stevens to be U.S. District Judge for the Eastern District of
TRADED BEFORE VOTE UNH
Stock Trade
ICE purchase $33K
Timing
8 days after vote
Trade: Dec 29 → Vote: Jan 6, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought ICE ($15,001-$50,000) 8 days before voting 'Yes' on Confirmation: Sara Bailey, of Texas, to be Director of National Drug Control Policy
ICE
Stock Trade
CRS purchase $33K
Timing
8 days after vote
Trade: Feb 4 → Vote: Feb 12, 2026
Vote
On the Joint Resolution
Voted: Yes
Markwayne Mullin bought CRS ($15,001-$50,000) 8 days before voting 'Yes' on H. J. Res. 142
CRS
45
Stock Trade
BBEU sale $33K
Timing
15 days before vote
Trade: Mar 19 → Vote: Mar 4, 2026
Vote
On the Motion to Discharge
Voted: No
John Boozman sold BBEU ($15,001-$50,000) 15 days after voting 'No' on Motion to Discharge S.J. Res. 104
TRADED BEFORE VOTE BBEU
Stock Trade
FCFS purchase $33K
Timing
10 days after vote
Trade: Jan 5 → Vote: Jan 15, 2026
Vote
On Passage of the Bill
Voted: Yes
Markwayne Mullin bought FCFS ($15,001-$50,000) 10 days before voting 'Yes' on H.R. 6938
FCFS
45
Stock Trade
IBM purchase $33K
Timing
21 days before vote
Trade: Jan 8 → Vote: Dec 18, 2025
Vote
On Passage
Voted: Yes
David J. Taylor bought IBM ($15,001-$50,000) 21 days after voting 'Yes' on On Passage
TRADED BEFORE VOTE IBM
45
Stock Trade
LAZR sale $33K
Timing
17 days before vote
Trade: Jun 26 → Vote: Jun 9, 2025
Vote
On the Cloture Motion
Voted: Yes
A. Mitchell Jr. McConnell sold LAZR ($15,001-$50,000) 17 days after voting 'Yes' on Motion to Invoke Cloture: David Fotouhi to be Deputy Administrator of the Environmental Protection A
TRADED BEFORE VOTE LAZR
Stock Trade
NVDA sale $33K
Timing
9 days after vote
Trade: Jul 7 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: Yes
Sheldon Whitehouse sold NVDA ($15,001-$50,000) 9 days before voting 'Yes' on Baldwin Amdt. No. 2855
NVDA
Stock Trade
LPLA purchase $33K
Timing
8 days after vote
Trade: May 13 → Vote: May 21, 2025
Vote
On the Motion
Voted: No
Markwayne Mullin bought LPLA ($15,001-$50,000) 8 days before voting 'No' on Motion to Recess for Fifteen Minutes
LPLA
Stock Trade
UNH sale $33K
Timing
15 days before vote
Trade: Aug 1 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin sold UNH ($15,001-$50,000) 15 days after voting 'Yes' on Motion to Invoke Cloture: Joshua M. Divine to be U.S. District Judge for the Eastern and Western Dis
TRADED BEFORE VOTE UNH
Stock Trade
ICE purchase $33K
Timing
8 days after vote
Trade: Dec 29 → Vote: Jan 6, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought ICE ($15,001-$50,000) 8 days before voting 'Yes' on Confirmation: Joshua Simmons, of Virginia, to be General Counsel of the Central Intelligence Agency
ICE
45
Stock Trade
BBEU sale $33K
Timing
15 days before vote
Trade: Mar 19 → Vote: Mar 4, 2026
Vote
On the Motion to Proceed
Voted: Yes
John Boozman sold BBEU ($15,001-$50,000) 15 days after voting 'Yes' on Motion to Proceed to H.R. 6644
TRADED BEFORE VOTE BBEU
Stock Trade
ICE purchase $33K
Timing
8 days after vote
Trade: Dec 29 → Vote: Jan 6, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought ICE ($15,001-$50,000) 8 days before voting 'Yes' on Confirmation: Sara Bailey, of Texas, to be Director of National Drug Control Policy
ICE
Stock Trade
FCFS purchase $33K
Timing
10 days after vote
Trade: Jan 5 → Vote: Jan 15, 2026
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought FCFS ($15,001-$50,000) 10 days before voting 'Yes' on Motion to Invoke Cloture: H.R. 6938
FCFS
45
Stock Trade
IBM purchase $33K
Timing
21 days before vote
Trade: Jan 8 → Vote: Dec 18, 2025
Vote
On Motion to Recommit
Voted: No
David J. Taylor bought IBM ($15,001-$50,000) 21 days after voting 'No' on On Motion to Recommit
TRADED BEFORE VOTE IBM
45
Stock Trade
LAZR sale $33K
Timing
17 days before vote
Trade: Jun 26 → Vote: Jun 9, 2025
Vote
On the Nomination
Voted: Yes
A. Mitchell Jr. McConnell sold LAZR ($15,001-$50,000) 17 days after voting 'Yes' on Confirmation: Brett Shumate, of Virginia, to be an Assistant Attorney General
TRADED BEFORE VOTE LAZR
Stock Trade
NVDA sale $33K
Timing
9 days after vote
Trade: Jul 7 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: Yes
Sheldon Whitehouse sold NVDA ($15,001-$50,000) 9 days before voting 'Yes' on Coons Amdt. No. 2856
NVDA
Stock Trade
ALB Purchase
Timing
Same day
Trade: Feb 24 → Vote: Feb 24, 2025
Vote
On Motion to Suspend the Rules and Pass
Voted: Yes
Hon. Jefferson Shreve sold ALB 0 days after voting 'Yes' on On Motion to Suspend the Rules and Pass
TIGHT TIMING ALB
Stock Trade
LPLA purchase $33K
Timing
8 days after vote
Trade: May 13 → Vote: May 21, 2025
Vote
On the Motion
Voted: No
Markwayne Mullin bought LPLA ($15,001-$50,000) 8 days before voting 'No' on Motion to Recess for Thirty Minutes
LPLA
Stock Trade
UNH sale $33K
Timing
15 days before vote
Trade: Aug 1 → Vote: Jul 17, 2025
Vote
On the Amendment
Voted: Yes
Markwayne Mullin sold UNH ($15,001-$50,000) 15 days after voting 'Yes' on Schmitt Admt. No. 2853
TRADED BEFORE VOTE UNH
Stock Trade
ICE purchase $33K
Timing
9 days after vote
Trade: Dec 29 → Vote: Jan 7, 2026
Vote
On the Motion to Proceed
Voted: No
Markwayne Mullin bought ICE ($15,001-$50,000) 9 days before voting 'No' on Motion to Proceed to S.J.Res. 86
ICE
Stock Trade
ICE purchase $33K
Timing
8 days after vote
Trade: Dec 29 → Vote: Jan 6, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought ICE ($15,001-$50,000) 8 days before voting 'Yes' on Confirmation: Joshua Simmons, of Virginia, to be General Counsel of the Central Intelligence Agency
ICE
Stock Trade
ADBE purchase $33K
Timing
8 days after vote
Trade: Feb 4 → Vote: Feb 12, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Markwayne Mullin bought ADBE ($15,001-$50,000) 8 days before voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 7147
ADBE
45
Stock Trade
IBM purchase $33K
Timing
21 days before vote
Trade: Jan 8 → Vote: Dec 18, 2025
Vote
On Passage
Voted: Yes
David J. Taylor bought IBM ($15,001-$50,000) 21 days after voting 'Yes' on On Passage
TRADED BEFORE VOTE IBM
45
Stock Trade
LAZR sale $33K
Timing
16 days before vote
Trade: Jun 26 → Vote: Jun 10, 2025
Vote
On the Nomination
Voted: Yes
A. Mitchell Jr. McConnell sold LAZR ($15,001-$50,000) 16 days after voting 'Yes' on Confirmation: Andrew Hughes, of Texas, to be Deputy Secretary of Housing and Urban Development
TRADED BEFORE VOTE LAZR
Explore More Data
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Compare Politicians
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Money Trail
Follow the money from donors to politicians
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Epstein Tracker
Live tracker: arrests, resignations & pending from Epstein files
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Votes
Roll call votes and voting records
📊
Leaderboard
Politicians ranked by corruption score
🏆
Top Donors
Biggest spenders in American politics
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