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STOCK TRADE ↔ VOTE CORRELATIONS
30,490
correlations
719
high-score
44.3
avg score
Home / Stock Trades / Correlations

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

HICKENLOOPER, JOHN W. D CO
55 avg (74)
Markwayne Mullin R OK
50.9 avg (4702)
SMITH, ANDY D MN
49.8 avg (65)
CAPITO, SHELLEY MOORE R WV
48.5 avg (221)
Dave McCormick R PA
47.1 avg (112)
John Boozman R AR
47 avg (9413)
Shelley Moore Capito R WV
46.7 avg (3505)
Angus King I ME
45.6 avg (4257)
PELOSI, NANCY D CA
45.4 avg (100)
Jim Justice R WV
45.3 avg (60)

Most Correlated Tickers

UNH
45.7 avg (896 trades)
MSFT
45.4 avg (807 trades)
NVDA
46.1 avg (721 trades)
GOOGL
47 avg (689 trades)
JPM
47.9 avg (578 trades)
META
45.5 avg (556 trades)
XOM
42.7 avg (454 trades)
AVGO
41.5 avg (413 trades)
GD
48.4 avg (404 trades)
MU
41.2 avg (398 trades)

Correlations (30490 found)

Score Date Amount Timing
55
Stock Trade
JMBS purchase $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought JMBS ($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 JMBS
55
Stock Trade
EMRZX sale $33K
Timing
12 days before vote
Trade: Aug 14 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold EMRZX ($15,001-$50,000) 12 days after voting 'Yes' on Confirmation: Catherine Hanson, of South Carolina, to be Chief Financial Officer, Environmental Prot
TRADED BEFORE VOTE EMRZX
55
Stock Trade
JPM sale $8K
Timing
1 day after vote
Trade: Jan 28 → Vote: Jan 29, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Katie Britt sold JPM ($1,001-$15,000) 1 days before voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 7148
TIGHT TIMING JPM
Angus King I ME
55
Stock Trade
ANET purchase $8K
Timing
2 days after vote
Trade: Jul 21 → Vote: Jul 23, 2025
Vote
On the Nomination
Voted: No
Angus King bought ANET ($1,001-$15,000) 2 days before voting 'No' on Confirmation: Arielle Roth, of the District of Columbia, to be Assistant Secretary of Communications
TIGHT TIMING ANET
55
Stock Trade
LAZR sale $33K
Timing
14 days before vote
Trade: Jun 26 → Vote: Jun 12, 2025
Vote
On the Cloture Motion
Voted: Yes
A. Mitchell Jr. McConnell sold LAZR ($15,001-$50,000) 14 days after voting 'Yes' on Motion to Invoke Cloture: S. 1582
TRADED BEFORE VOTE LAZR
55
Stock Trade
LHX purchase $33K
Timing
14 days before vote
Trade: May 13 → Vote: Apr 29, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought LHX ($15,001-$50,000) 14 days after voting 'Yes' on Motion to Invoke Cloture: Warren Stephens to be Ambassador of the United States of America to the Un
TRADED BEFORE VOTE LHX
55
Stock Trade
UNH sale $33K
Timing
10 days before vote
Trade: Aug 1 → Vote: Jul 22, 2025
Vote
On the Nomination
Voted: Not Voting
Markwayne Mullin sold UNH ($15,001-$50,000) 10 days after voting 'Not Voting' on Confirmation: Joshua M. Divine, of Missouri, to be United States District Judge for the Eastern and
TRADED BEFORE VOTE UNH
55
Stock Trade
HYG sale $8K
Timing
2 days after vote
Trade: Jul 8 → Vote: Jul 10, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold HYG ($1,001-$15,000) 2 days before voting 'Yes' on Motion to Invoke Cloture: Jonathan Gould to be Comptroller of the Currency
TIGHT TIMING HYG
55
Stock Trade
WMT purchase $8K
Timing
2 days after vote
Trade: Jul 31 → Vote: Aug 2, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought WMT ($1,001-$15,000) 2 days before voting 'Yes' on Motion to Invoke Cloture: Jason Reding Quinones to be United States Attorney for the Southern Distri
TIGHT TIMING WMT
55
Stock Trade
EMRZX sale $8K
Timing
1 day after vote
Trade: Aug 1 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold EMRZX ($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 EMRZX
55
Stock Trade
VEA sale $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold VEA ($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 VEA
55
Stock Trade
GIGB sale $8K
Timing
1 day after vote
Trade: Aug 1 → Vote: Aug 2, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold GIGB ($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 GIGB
55
Stock Trade
JMBS purchase $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On Passage of the Bill
Voted: Yes
John Boozman bought JMBS ($1,001-$15,000) 0 days after voting 'Yes' on H. R. 3944, as amended
TIGHT TIMING JMBS
55
Stock Trade
EMRZX sale $33K
Timing
12 days before vote
Trade: Aug 14 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold EMRZX ($15,001-$50,000) 12 days after voting 'Yes' on Confirmation: Luke Lindberg, of South Dakota, to be Under Secretary of Agriculture for Trade and For
TRADED BEFORE VOTE EMRZX
55
Stock Trade
JPM sale $8K
Timing
2 days after vote
Trade: Jan 28 → Vote: Jan 30, 2026
Vote
On Passage of the Bill
Voted: Yes
Katie Britt sold JPM ($1,001-$15,000) 2 days before voting 'Yes' on H.R. 7148, as Amended
TIGHT TIMING JPM
Angus King I ME
55
Stock Trade
ANET 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 ANET ($1,001-$15,000) 2 days before voting 'Yes' on Motion to Proceed to H.R. 3944
TIGHT TIMING ANET
55
Stock Trade
LAZR sale $33K
Timing
14 days before vote
Trade: Jun 26 → Vote: Jun 12, 2025
Vote
On the Amendment
Voted: Yes
A. Mitchell Jr. McConnell sold LAZR ($15,001-$50,000) 14 days after voting 'Yes' on Amdt. No. 2307
TRADED BEFORE VOTE LAZR
55
Stock Trade
LHX purchase $33K
Timing
14 days before vote
Trade: May 13 → Vote: Apr 29, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought LHX ($15,001-$50,000) 14 days after voting 'Yes' on Confirmation: David Perdue, of Georgia, to be Ambassador of the United States of America to the Peop
TRADED BEFORE VOTE LHX
55
Stock Trade
UNH sale $33K
Timing
10 days before vote
Trade: Aug 1 → Vote: Jul 22, 2025
Vote
On the Nomination
Voted: Not Voting
Markwayne Mullin sold UNH ($15,001-$50,000) 10 days after voting 'Not Voting' on Confirmation: Terrance Cole, of Virginia, to be Administrator of Drug Enforcement
TRADED BEFORE VOTE UNH
55
Stock Trade
WMT purchase $8K
Timing
2 days after vote
Trade: Jul 31 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought WMT ($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 WMT
55
Stock Trade
EMRZX sale $8K
Timing
1 day after vote
Trade: Aug 1 → Vote: Aug 2, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold EMRZX ($1,001-$15,000) 1 days before voting 'Yes' on Motion to Invoke Cloture: Andrew Puzder to be Representative of the United States of America to the
TIGHT TIMING EMRZX
55
Stock Trade
VEA sale $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold VEA ($1,001-$15,000) 0 days after voting 'Yes' on Confirmation: Luigi Rinaldi, of New York, to be Ambassador of the United States of America to the Or
TIGHT TIMING VEA
55
Stock Trade
GIGB sale $8K
Timing
1 day after vote
Trade: Aug 1 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold GIGB ($1,001-$15,000) 1 days before voting 'Yes' on Confirmation: Jeanine Pirro, of New York, to be United States Attorney for the District of Columbia
TIGHT TIMING GIGB
55
Stock Trade
JMBS purchase $8K
Timing
1 day after vote
Trade: Aug 1 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought JMBS ($1,001-$15,000) 1 days before voting 'Yes' on Confirmation: Marcus Molinaro, of New York, to be Federal Transit Administrator
TIGHT TIMING JMBS
55
Stock Trade
EMRZX sale $33K
Timing
12 days before vote
Trade: Aug 14 → Vote: Aug 2, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold EMRZX ($15,001-$50,000) 12 days after voting 'Yes' on Motion to Invoke Cloture: Luke Lindberg to be Under Secretary of Agriculture for Trade and Foreign A
TRADED BEFORE VOTE EMRZX
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