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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
APG purchase $33K
Timing
30 days before vote
Trade: Feb 4 → Vote: Jan 5, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought APG ($15,001-$50,000) 30 days after voting 'Yes' on Confirmation: Keith Bass, of Texas, to be an Assistant Secretary of Defense
TRADED BEFORE VOTE APG
Stock Trade
MTDR 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 MTDR ($15,001-$50,000) 25 days after voting 'Yes' on On Motion to Suspend the Rules and Pass
TRADED BEFORE VOTE MTDR
Stock Trade
SEI sale $33K
Timing
22 days before vote
Trade: Jan 9 → Vote: Dec 18, 2025
Vote
On Agreeing to the Amendment
Voted: No
Gilbert Cisneros sold SEI ($15,001-$50,000) 22 days after voting 'No' on On Agreeing to the Amendment
TRADED BEFORE VOTE SEI
35
Stock Trade
LAZR sale $33K
Timing
21 days after vote
Trade: Jun 26 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Yes
A. Mitchell Jr. McConnell sold LAZR ($15,001-$50,000) 21 days before voting 'Yes' on Motion to Invoke Cloture: John Hurley to be Under Secretary for Terrorism and Financial Crimes
LAZR
Stock Trade
MPWR purchase $33K
Timing
27 days before vote
Trade: Feb 4 → Vote: Jan 8, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought MPWR ($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 MPWR
Stock Trade
INTU sale $33K
Timing
26 days before vote
Trade: Feb 25 → Vote: Jan 30, 2026
Vote
On the Motion
Voted: No
Markwayne Mullin sold INTU ($15,001-$50,000) 26 days after voting 'No' on Motion to Waive All Applicable Budgetary Discipline Re: Merkley Amdt. No. 4287
TRADED BEFORE VOTE INTU
Stock Trade
COHR sale $33K
Timing
21 days after vote
Trade: Dec 18 → Vote: Jan 8, 2026
Vote
On the Motion to Discharge
Voted: No
Markwayne Mullin sold COHR ($15,001-$50,000) 21 days before voting 'No' on Motion to Discharge S.J.Res. 98
COHR
Stock Trade
GS 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 GS ($15,001-$50,000) 17 days before voting 'Yes' on H.R. 6938
GS
Stock Trade
APG purchase $33K
Timing
29 days before vote
Trade: Feb 4 → Vote: Jan 6, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought APG ($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 APG
Stock Trade
MTDR sale $33K
Timing
24 days before vote
Trade: Jan 9 → Vote: Dec 16, 2025
Vote
On Passage
Voted: No
Gilbert Cisneros sold MTDR ($15,001-$50,000) 24 days after voting 'No' on On Passage
TRADED BEFORE VOTE MTDR
35
Stock Trade
LAZR sale $33K
Timing
21 days after vote
Trade: Jun 26 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Yes
A. Mitchell Jr. McConnell sold LAZR ($15,001-$50,000) 21 days before voting 'Yes' on Motion to Invoke Cloture: Arielle Roth to be Assistant Secretary of Commerce for Communications and
LAZR
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
INTU sale $33K
Timing
26 days before vote
Trade: Feb 25 → Vote: Jan 30, 2026
Vote
On the Amendment
Voted: No
Markwayne Mullin sold INTU ($15,001-$50,000) 26 days after voting 'No' on Sanders Amdt. No. 4290
TRADED BEFORE VOTE INTU
Stock Trade
AIT sale $33K
Timing
18 days after vote
Trade: Dec 18 → Vote: Jan 5, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin sold AIT ($15,001-$50,000) 18 days before voting 'Yes' on Confirmation: Keith Bass, of Texas, to be an Assistant Secretary of Defense
AIT
Stock Trade
GS purchase $33K
Timing
17 days after vote
Trade: Dec 29 → Vote: Jan 15, 2026
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought GS ($15,001-$50,000) 17 days before voting 'Yes' on Motion to Invoke Cloture: H.R. 6938
GS
Stock Trade
APG purchase $33K
Timing
29 days before vote
Trade: Feb 4 → Vote: Jan 6, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought APG ($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 APG
Stock Trade
MTDR sale $33K
Timing
24 days before vote
Trade: Jan 9 → Vote: Dec 16, 2025
Vote
On Motion to Recommit
Voted: Yes
Gilbert Cisneros sold MTDR ($15,001-$50,000) 24 days after voting 'Yes' on On Motion to Recommit
TRADED BEFORE VOTE MTDR
35
Stock Trade
LAZR sale $33K
Timing
21 days after vote
Trade: Jun 26 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Yes
A. Mitchell Jr. McConnell sold LAZR ($15,001-$50,000) 21 days before voting 'Yes' on Motion to Invoke Cloture: Bradley Hansell to be Under Secretary of Defense for Intelligence and Secu
LAZR
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
INTU sale $33K
Timing
26 days before vote
Trade: Feb 25 → Vote: Jan 30, 2026
Vote
On the Motion to Table
Voted: No
Markwayne Mullin sold INTU ($15,001-$50,000) 26 days after voting 'No' on Motion to Table Lee Amdt. No. 4286
TRADED BEFORE VOTE INTU
Stock Trade
AIT sale $33K
Timing
19 days after vote
Trade: Dec 18 → Vote: Jan 6, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin sold AIT ($15,001-$50,000) 19 days before voting 'Yes' on Confirmation: Sara Bailey, of Texas, to be Director of National Drug Control Policy
AIT
Stock Trade
APG purchase $33K
Timing
28 days before vote
Trade: Feb 4 → Vote: Jan 7, 2026
Vote
On the Motion to Proceed
Voted: No
Markwayne Mullin bought APG ($15,001-$50,000) 28 days after voting 'No' on Motion to Proceed to S.J.Res. 86
TRADED BEFORE VOTE APG
Stock Trade
MTDR sale $33K
Timing
24 days before vote
Trade: Jan 9 → Vote: Dec 16, 2025
Vote
On Passage
Voted: No
Gilbert Cisneros sold MTDR ($15,001-$50,000) 24 days after voting 'No' on On Passage
TRADED BEFORE VOTE MTDR
35
Stock Trade
LAZR sale $33K
Timing
21 days after vote
Trade: Jun 26 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Yes
A. Mitchell Jr. McConnell sold LAZR ($15,001-$50,000) 21 days before voting 'Yes' on Motion to Invoke Cloture: Aaron Lukas to be Principal Deputy Director of National Intelligence
LAZR
Stock Trade
GS sale $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 sold GS ($15,001-$50,000) 20 days before voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 7147
GS
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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