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STOCK TRADE ↔ VOTE CORRELATIONS
30,226
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.

30,226
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)
48.2 avg (69)
47.1 avg (112)
47 avg (9249)
46.7 avg (3505)
Angus King I ME
45.6 avg (4257)
45.4 avg (100)

Most Correlated Tickers

UNH
45.7 avg (896 trades)
45.8 avg (748 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
41.4 avg (387 trades)

Correlations (30226 found)

55
Stock Trade
WMT purchase $8K
Timing
1 day after vote
Trade: Jul 31 → Vote: Aug 1, 2025
Vote
On the Motion
Voted: No
John Boozman bought WMT ($1,001-$15,000) 1 days before voting 'No' on Motion to Waive All Applicable Budgetary Points of Order Re: Merkley Amdt. No. 3114
TIGHT TIMING WMT
55
Stock Trade
EMRZX sale $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold EMRZX ($1,001-$15,000) 0 days after voting 'Yes' on Confirmation: Casey Mulligan, of Illinois, to be Chief Counsel for Advocacy, Small Business Administ
TIGHT TIMING EMRZX
55
Stock Trade
GIGB sale $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: No
John Boozman sold GIGB ($1,001-$15,000) 0 days after voting 'No' on Kennedy Amdt. No. 3414
TIGHT TIMING GIGB
55
Stock Trade
SHY purchase $8K
Timing
1 day after vote
Trade: Aug 1 → Vote: Aug 2, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought SHY ($1,001-$15,000) 1 days before voting 'Yes' on Motion to Invoke Cloture: Brian Burch to be Ambassador of the United States of America to the Holy S
TIGHT TIMING SHY
55
Stock Trade
JMBS purchase $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought JMBS ($1,001-$15,000) 0 days after voting 'Yes' on Confirmation: Nicholas Kent, of Virginia, to be Under Secretary of Education
TIGHT TIMING JMBS
55
Stock Trade
IWM purchase $8K
Timing
1 day after vote
Trade: Aug 1 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought IWM ($1,001-$15,000) 1 days before voting 'Yes' on Confirmation: Luke Lindberg, of South Dakota, to be Under Secretary of Agriculture for Trade and For
TIGHT TIMING IWM
55
Stock Trade
EMRZX sale $33K
Timing
13 days before vote
Trade: Aug 14 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: No
John Boozman sold EMRZX ($15,001-$50,000) 13 days after voting 'No' on Scott (FL) Amdt. No. 3113, as modified
TRADED BEFORE VOTE EMRZX
Angus King I ME
55
Stock Trade
UNH sale $8K
Timing
2 days after vote
Trade: Jul 15 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Not Voting
Angus King sold UNH ($1,001-$15,000) 2 days before voting 'Not Voting' on Motion to Invoke Cloture: Aaron Lukas to be Principal Deputy Director of National Intelligence
TIGHT TIMING UNH
Angus King I ME
55
Stock Trade
ADSK purchase $8K
Timing
1 day after vote
Trade: Jul 21 → Vote: Jul 22, 2025
Vote
On the Motion to Proceed
Voted: No
Angus King bought ADSK ($1,001-$15,000) 1 days before voting 'No' on Motion to Proceed to Executive Session to consider Emil J. Bove III
TIGHT TIMING ADSK
Angus King I ME
55
Stock Trade
NFLX purchase $8K
Timing
2 days after vote
Trade: Jul 21 → Vote: Jul 23, 2025
Vote
On the Motion to Proceed
Voted: Yes
Angus King bought NFLX ($1,001-$15,000) 2 days before voting 'Yes' on Motion to Proceed to H.R. 3944
TIGHT TIMING NFLX
Stock Trade
CRS purchase $33K
Timing
6 days after vote
Trade: Feb 4 → Vote: Feb 10, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought CRS ($15,001-$50,000) 6 days before voting 'Yes' on Confirmation: Daniel E. Burrows, of Colorado, to be an Assistant Attorney General
CRS
Stock Trade
AXP purchase $33K
Timing
8 days before vote
Trade: Jul 1 → Vote: Jun 23, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito bought AXP ($15,001-$50,000) 8 days after voting 'Yes' on Motion to Invoke Cloture: Daniel Zimmerman to be an Assistant Secretary of Defense
TRADED BEFORE VOTE AXP
55
Stock Trade
GD sale $8K
Timing
2 days after vote
Trade: Jul 31 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold GD ($1,001-$15,000) 2 days before voting 'Yes' on Confirmation: Brian Burch, of Illinois, to be Ambassador of the United States of America to the Holy
TIGHT TIMING GD
55
Stock Trade
WMT purchase $8K
Timing
1 day after vote
Trade: Jul 31 → Vote: Aug 1, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought WMT ($1,001-$15,000) 1 days before voting 'Yes' on Motion to Invoke Cloture: Luigi Rinaldi to be Ambassador Extraordinary and Plenipotentiary of the Un
TIGHT TIMING WMT
55
Stock Trade
EMRZX sale $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold EMRZX ($1,001-$15,000) 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 EMRZX
Stock Trade
FCFS purchase $33K
Timing
7 days after vote
Trade: Jan 5 → Vote: Jan 12, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Markwayne Mullin bought FCFS ($15,001-$50,000) 7 days before voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 6938
FCFS
55
Stock Trade
GIGB sale $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: No
John Boozman sold GIGB ($1,001-$15,000) 0 days after voting 'No' on Duckworth Amdt. No. 3466
TIGHT TIMING GIGB
55
Stock Trade
SHY purchase $8K
Timing
1 day after vote
Trade: Aug 1 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought SHY ($1,001-$15,000) 1 days before voting 'Yes' on Confirmation: Andrew Puzder, of Tennessee, to be Representative of the United States of America to t
TIGHT TIMING SHY
55
Stock Trade
JMBS purchase $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought JMBS ($1,001-$15,000) 0 days after voting 'Yes' on Confirmation: David Woll, of Virginia, to be General Counsel of the Department of Housing and Urban
TIGHT TIMING JMBS
55
Stock Trade
IWM purchase $8K
Timing
1 day after vote
Trade: Aug 1 → Vote: Aug 2, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought IWM ($1,001-$15,000) 1 days before voting 'Yes' on Motion to Invoke Cloture: Luke Lindberg to be Under Secretary of Agriculture for Trade and Foreign A
TIGHT TIMING IWM
55
Stock Trade
EMRZX sale $33K
Timing
13 days before vote
Trade: Aug 14 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: No
John Boozman sold EMRZX ($15,001-$50,000) 13 days after voting 'No' on Kennedy Amdt. No. 3414
TRADED BEFORE VOTE EMRZX
55
Stock Trade
XOM sale $8K
Timing
Same day
Trade: Apr 30 → Vote: Apr 30, 2025
Vote
On the Motion to Proceed
Voted: Yes
Katie Britt sold XOM ($1,001-$15,000) 0 days after voting 'Yes' on Motion to Proceed to S.J.Res. 31
TIGHT TIMING XOM
Angus King I ME
55
Stock Trade
UNH sale $8K
Timing
2 days after vote
Trade: Jul 15 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Not Voting
Angus King sold UNH ($1,001-$15,000) 2 days before voting 'Not Voting' on Motion to Invoke Cloture: Cristian M. Stevens to be U.S. District Judge for the Eastern District of
TIGHT TIMING UNH
Angus King I ME
55
Stock Trade
ANET purchase $8K
Timing
Same day
Trade: Jul 21 → Vote: Jul 21, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought ANET ($1,001-$15,000) 0 days after voting 'No' on Motion to Invoke Cloture: Terrance Cole to be Administrator of Drug Enforcement
TIGHT TIMING ANET
Angus King I ME
55
Stock Trade
ADSK purchase $8K
Timing
2 days after vote
Trade: Jul 21 → Vote: Jul 23, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought ADSK ($1,001-$15,000) 2 days before voting 'No' on Motion to Invoke Cloture: Matthew Lohmeier to be Under Secretary of the Air Force
TIGHT TIMING ADSK
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Epstein events overlaid with political donation activity
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Roll call votes and voting records
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Politicians ranked by corruption score
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