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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)

60
Stock Trade
TBLL sale $33K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold TBLL ($15,001-$50,000) 0 days after voting 'Yes' on Confirmation: Brian Nesvik, of Wyoming, to be Director of the United States Fish and Wildlife Servic
TIGHT TIMING TBLL
Stock Trade
ADBE purchase $33K
Timing
3 days after vote
Trade: Jan 5 → Vote: Jan 8, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought ADBE ($15,001-$50,000) 3 days before voting 'Yes' on Confirmation: Alexander C. Van Hook, of Louisiana, to be U.S. District Judge for the Western Distric
TIGHT TIMING ADBE
Stock Trade
IRM sale $8K
Timing
5 days before vote
Trade: Feb 4 → Vote: Jan 30, 2026
Vote
On the Motion to Table
Voted: No
Markwayne Mullin sold IRM ($1,001-$15,000) 5 days after voting 'No' on Motion to Table Lee Amdt. No. 4234
TRADED BEFORE VOTE IRM
60
Stock Trade
EMB purchase $8K
Timing
7 days before vote
Trade: Feb 6 → Vote: Jan 30, 2026
Vote
On the Motion
Voted: No
John Boozman bought EMB ($1,001-$15,000) 7 days after voting 'No' on Motion to Waive All Applicable Budgetary Discipline Re: Merkley Amdt. No. 4287
TRADED BEFORE VOTE EMB
Angus King I ME
60
Stock Trade
UNH sale $8K
Timing
6 days before vote
Trade: Jul 15 → Vote: Jul 9, 2025
Vote
On the Nomination
Voted: No
Angus King sold UNH ($1,001-$15,000) 6 days after voting 'No' on Confirmation: Scott Kupor, of California, to be Director of the Office of Personnel Management
TRADED BEFORE VOTE UNH
Angus King I ME
60
Stock Trade
ANET purchase $8K
Timing
7 days before vote
Trade: Jul 21 → Vote: Jul 14, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought ANET ($1,001-$15,000) 7 days after voting 'No' on Motion to Invoke Cloture: Luke Pettit to be an Assistant Secretary of the Treasury
TRADED BEFORE VOTE ANET
Angus King I ME
60
Stock Trade
ADSK purchase $8K
Timing
5 days before vote
Trade: Jul 21 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought ADSK ($1,001-$15,000) 5 days after voting 'Yes' on Rosen Amdt. No. 2878
TRADED BEFORE VOTE ADSK
Angus King I ME
60
Stock Trade
NFLX purchase $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Not Voting
Angus King bought NFLX ($1,001-$15,000) 4 days after voting 'Not Voting' on Motion to Invoke Cloture: Cristian M. Stevens to be U.S. District Judge for the Eastern District of
TRADED BEFORE VOTE NFLX
Angus King I ME
60
Stock Trade
BAC purchase $8K
Timing
21 days before vote
Trade: Jul 21 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: Yes
Angus King bought BAC ($1,001-$15,000) 21 days after voting 'Yes' on Schumer Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TRADED BEFORE VOTE BAC
Stock Trade
MPWR purchase $33K
Timing
1 day after vote
Trade: Jan 5 → Vote: Jan 6, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought MPWR ($15,001-$50,000) 1 days before voting 'Yes' on Confirmation: Joshua Simmons, of Virginia, to be General Counsel of the Central Intelligence Agency
TIGHT TIMING MPWR
60
Stock Trade
UNH sale $8K
Timing
6 days before vote
Trade: Jun 11 → Vote: Jun 5, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold UNH ($1,001-$15,000) 6 days after voting 'Yes' on Motion to Invoke Cloture: John Andrew Eisenberg to be an Assistant Attorney General (National Securi
TRADED BEFORE VOTE UNH
60
Stock Trade
TBLL sale $33K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold TBLL ($15,001-$50,000) 0 days after voting 'Yes' on Confirmation: Casey Mulligan, of Illinois, to be Chief Counsel for Advocacy, Small Business Administ
TIGHT TIMING TBLL
Stock Trade
ADBE purchase $33K
Timing
3 days after vote
Trade: Jan 5 → Vote: Jan 8, 2026
Vote
On the Motion to Discharge
Voted: No
Markwayne Mullin bought ADBE ($15,001-$50,000) 3 days before voting 'No' on Motion to Discharge S.J.Res. 98
TIGHT TIMING ADBE
Stock Trade
IRM sale $8K
Timing
5 days before vote
Trade: Feb 4 → Vote: Jan 30, 2026
Vote
On the Motion to Table
Voted: Yes
Markwayne Mullin sold IRM ($1,001-$15,000) 5 days after voting 'Yes' on Motion to Table Lee Amdt. No. 4236
TRADED BEFORE VOTE IRM
60
Stock Trade
EMB purchase $8K
Timing
7 days before vote
Trade: Feb 6 → Vote: Jan 30, 2026
Vote
On the Amendment
Voted: No
John Boozman bought EMB ($1,001-$15,000) 7 days after voting 'No' on Sanders Amdt. No. 4290
TRADED BEFORE VOTE EMB
Angus King I ME
60
Stock Trade
UNH sale $8K
Timing
6 days before vote
Trade: Jul 15 → Vote: Jul 9, 2025
Vote
On the Cloture Motion
Voted: No
Angus King sold UNH ($1,001-$15,000) 6 days after voting 'No' on Motion to Invoke Cloture: William Briggs to be Deputy Administrator of the Small Business Administra
TRADED BEFORE VOTE UNH
Angus King I ME
60
Stock Trade
ANET purchase $8K
Timing
7 days before vote
Trade: Jul 21 → Vote: Jul 14, 2025
Vote
On the Nomination
Voted: No
Angus King bought ANET ($1,001-$15,000) 7 days after voting 'No' on Confirmation: Whitney D. Hermandorfer, of Tennessee, to be United States Circuit Judge for the Sixth
TRADED BEFORE VOTE ANET
Angus King I ME
60
Stock Trade
ADSK purchase $8K
Timing
5 days before vote
Trade: Jul 21 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought ADSK ($1,001-$15,000) 5 days after voting 'Yes' on Schiff Amdt. No. 2862
TRADED BEFORE VOTE ADSK
Angus King I ME
60
Stock Trade
NFLX purchase $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought NFLX ($1,001-$15,000) 4 days after voting 'No' on Motion to Invoke Cloture: Joshua M. Divine to be U.S. District Judge for the Eastern and Western Dis
TRADED BEFORE VOTE NFLX
Stock Trade
MPWR purchase $33K
Timing
2 days after vote
Trade: Jan 5 → Vote: Jan 7, 2026
Vote
On the Motion to Proceed
Voted: No
Markwayne Mullin bought MPWR ($15,001-$50,000) 2 days before voting 'No' on Motion to Proceed to S.J.Res. 86
TIGHT TIMING MPWR
60
Stock Trade
TBLL sale $33K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold TBLL ($15,001-$50,000) 0 days after voting 'Yes' on Motion to Invoke Cloture: Brian Nesvik to be Director of the United States Fish and Wildlife Service
TIGHT TIMING TBLL
Stock Trade
IRM sale $8K
Timing
5 days before vote
Trade: Feb 4 → Vote: Jan 30, 2026
Vote
On the Amendment
Voted: No
Markwayne Mullin sold IRM ($1,001-$15,000) 5 days after voting 'No' on Paul Amdt. No. 4272
TRADED BEFORE VOTE IRM
60
Stock Trade
EMB purchase $8K
Timing
7 days before vote
Trade: Feb 6 → Vote: Jan 30, 2026
Vote
On the Motion to Table
Voted: Yes
John Boozman bought EMB ($1,001-$15,000) 7 days after voting 'Yes' on Motion to Table Lee Amdt. No. 4286
TRADED BEFORE VOTE EMB
Angus King I ME
60
Stock Trade
UNH sale $8K
Timing
6 days before vote
Trade: Jul 15 → Vote: Jul 9, 2025
Vote
On the Nomination
Voted: No
Angus King sold UNH ($1,001-$15,000) 6 days after voting 'No' on Confirmation: Bryan Bedford, of Indiana, to be Administrator of the Federal Aviation Administration
TRADED BEFORE VOTE UNH
Angus King I ME
60
Stock Trade
ANET purchase $8K
Timing
6 days before vote
Trade: Jul 21 → Vote: Jul 15, 2025
Vote
On the Nomination
Voted: No
Angus King bought ANET ($1,001-$15,000) 6 days after voting 'No' on Confirmation: Joseph Edlow, of Maryland, to be Director of U.S. Citizenship and Immigration Services
TRADED BEFORE VOTE ANET
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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