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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
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: Catherine Hanson, of South Carolina, to be Chief Financial Officer, Environmental Prot
TIGHT TIMING EMRZX
55
Stock Trade
GIGB sale $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold GIGB ($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 GIGB
55
Stock Trade
JMBS purchase $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: No
John Boozman bought JMBS ($1,001-$15,000) 0 days after voting 'No' on Kennedy Amdt. No. 3414
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: Brian Burch to be Ambassador of the United States of America to the Holy S
TIGHT TIMING IWM
55
Stock Trade
EMRZX sale $33K
Timing
13 days before vote
Trade: Aug 14 → Vote: Aug 1, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold EMRZX ($15,001-$50,000) 13 days after voting 'Yes' on Confirmation: Brian Nesvik, of Wyoming, to be Director of the United States Fish and Wildlife Servic
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 Amendment
Voted: Yes
Angus King sold UNH ($1,001-$15,000) 2 days before voting 'Yes' on Murkowski Amdt. No. 2865
TIGHT TIMING UNH
Angus King I ME
55
Stock Trade
ANET purchase $8K
Timing
1 day after vote
Trade: Jul 21 → Vote: Jul 22, 2025
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Angus King bought ANET ($1,001-$15,000) 1 days before voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 3944
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 Nomination
Voted: No
Angus King bought ADSK ($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 ADSK
55
Stock Trade
TMO purchase $33K
Timing
6 days after vote
Trade: May 13 → Vote: May 19, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought TMO ($15,001-$50,000) 6 days before voting 'Yes' on Motion to Invoke Cloture: Charles Kushner to be Ambassador of the United States of America to the Fr
TMO
55
Stock Trade
EL sale $8K
Timing
1 day after vote
Trade: Apr 29 → Vote: Apr 30, 2025
Vote
On the Joint Resolution
Voted: Not Voting
Sheldon Whitehouse sold EL ($1,001-$15,000) 1 days before voting 'Not Voting' on H.J.Res. 42
TIGHT TIMING EL
55
Stock Trade
BBEU sale $33K
Timing
9 days before vote
Trade: Mar 19 → Vote: Mar 10, 2026
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold BBEU ($15,001-$50,000) 9 days after voting 'Yes' on Motion to Invoke Cloture Re: Amdt. No. 4308
TRADED BEFORE VOTE BBEU
55
Stock Trade
HYG sale $8K
Timing
1 day after vote
Trade: Jul 8 → Vote: Jul 9, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold HYG ($1,001-$15,000) 1 days before voting 'Yes' on Confirmation: William Briggs, of Texas, to be Deputy Administrator of the Small Business Administrat
TIGHT TIMING HYG
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: Sean Cairncross, of Minnesota, to be National Cyber Director
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: Luke Lindberg, of South Dakota, to be Under Secretary of Agriculture for Trade and For
TIGHT TIMING EMRZX
55
Stock Trade
GIGB sale $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold GIGB ($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 GIGB
55
Stock Trade
JMBS purchase $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: No
John Boozman bought JMBS ($1,001-$15,000) 0 days after voting 'No' on Duckworth Amdt. No. 3466
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: Andrew Puzder, of Tennessee, to be Representative of the United States of America to t
TIGHT TIMING IWM
55
Stock Trade
EMRZX sale $33K
Timing
13 days before vote
Trade: Aug 14 → Vote: Aug 1, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold EMRZX ($15,001-$50,000) 13 days after voting 'Yes' on Confirmation: Casey Mulligan, of Illinois, to be Chief Counsel for Advocacy, Small Business Administ
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 Motion to Table
Voted: No
Angus King sold UNH ($1,001-$15,000) 2 days before voting 'No' on Motion to Table Amdt. No. 2893
TIGHT TIMING UNH
Angus King I ME
55
Stock Trade
ANET 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 ANET ($1,001-$15,000) 1 days before voting 'No' on Motion to Proceed to Executive Session to consider Emil J. Bove III
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 Motion to Proceed
Voted: Yes
Angus King bought ADSK ($1,001-$15,000) 2 days before voting 'Yes' on Motion to Proceed to H.R. 3944
TIGHT TIMING ADSK
55
Stock Trade
C purchase $33K
Timing
5 days after vote
Trade: Feb 4 → Vote: Feb 9, 2026
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought C ($15,001-$50,000) 5 days before voting 'Yes' on Motion to Invoke Cloture: Daniel E. Burrows to be an Assistant Attorney General
C
55
Stock Trade
EL sale $8K
Timing
2 days after vote
Trade: Apr 29 → Vote: May 1, 2025
Vote
On the Joint Resolution
Voted: Not Voting
Sheldon Whitehouse sold EL ($1,001-$15,000) 2 days before voting 'Not Voting' on H.J.Res. 75
TIGHT TIMING EL
55
Stock Trade
BBEU sale $33K
Timing
9 days before vote
Trade: Mar 19 → Vote: Mar 10, 2026
Vote
On the Nomination
Voted: Yes
John Boozman sold BBEU ($15,001-$50,000) 9 days after voting 'Yes' on Confirmation: Lt. Gen. Joshua M. Rudd to be General in the United States Army
TRADED BEFORE VOTE BBEU
55
Stock Trade
HYG sale $8K
Timing
1 day after vote
Trade: Jul 8 → Vote: Jul 9, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold HYG ($1,001-$15,000) 1 days before voting 'Yes' on Confirmation: Scott Kupor, of California, to be Director of the Office of Personnel Management
TIGHT TIMING HYG
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