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STOCK TRADE ↔ VOTE CORRELATIONS
30,226
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.

30,226
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)
John Fetterman D PA
48.2 avg (69)
Dave McCormick R PA
47.1 avg (112)
John Boozman R AR
47 avg (9249)
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)

Most Correlated Tickers

UNH
45.7 avg (896 trades)
MSFT
45.8 avg (748 trades)
NVDA
46.2 avg (705 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
41.4 avg (387 trades)

Correlations (30226 found)

Score Date Amount Timing
55
Stock Trade
WMT purchase $8K
Timing
1 day after vote
Trade: Jul 31 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: No
John Boozman bought WMT ($1,001-$15,000) 1 days before voting 'No' on Kennedy Amdt. No. 3414
TIGHT TIMING WMT
55
Stock Trade
EMRZX sale $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: No
John Boozman sold EMRZX ($1,001-$15,000) 0 days after voting 'No' on Murphy Amdt. No. 3447
TIGHT TIMING EMRZX
55
Stock Trade
GIGB sale $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: Yes
John Boozman sold GIGB ($1,001-$15,000) 0 days after voting 'Yes' on Mullin Amdt. No. 3412
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: Jeanine Pirro to be United States Attorney for the District of Columbia
TIGHT TIMING SHY
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: Adam Telle, of Mississippi, to be an Assistant Secretary of the Army
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: Luigi Rinaldi, of New York, to be Ambassador of the United States of America to the Or
TRADED BEFORE VOTE EMRZX
Angus King I ME
55
Stock Trade
UNH sale $8K
Timing
1 day after vote
Trade: Jul 15 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: Yes
Angus King sold UNH ($1,001-$15,000) 1 days before voting 'Yes' on Coons Amdt. No. 2856
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 Nomination
Voted: No
Angus King bought ADSK ($1,001-$15,000) 1 days before voting 'No' on Confirmation: Cristian M. Stevens, of Missouri, to be United States District Judge for the Eastern D
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 Nomination
Voted: No
Angus King bought NFLX ($1,001-$15,000) 2 days before voting 'No' on Confirmation: Zachary M. Bluestone, of Missouri, to be U.S. District Judge for the Eastern District
TIGHT TIMING NFLX
55
Stock Trade
LPLA purchase $33K
Timing
6 days after vote
Trade: May 13 → Vote: May 19, 2025
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Markwayne Mullin bought LPLA ($15,001-$50,000) 6 days before voting 'Yes' on Motion to Invoke Cloture on the Motion to Proceed to S. 1582
LPLA
55
Stock Trade
AXP purchase $33K
Timing
14 days before vote
Trade: Jul 1 → Vote: Jun 17, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito bought AXP ($15,001-$50,000) 14 days after voting 'Yes' on Motion to Invoke Cloture: Olivia Trusty to be a Member of the Federal Communications Commission
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: Jeanine Pirro, of New York, to be United States Attorney for the District of Columbia
TIGHT TIMING GD
55
Stock Trade
WMT purchase $8K
Timing
1 day after vote
Trade: Jul 31 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: No
John Boozman bought WMT ($1,001-$15,000) 1 days before voting 'No' on Duckworth Amdt. No. 3466
TIGHT TIMING WMT
55
Stock Trade
EMRZX sale $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Motion
Voted: No
John Boozman sold EMRZX ($1,001-$15,000) 0 days after voting 'No' on Motion to Waive All Applicable Budgetary Points of Order Re: Merkley Amdt. No. 3114
TIGHT TIMING EMRZX
55
Stock Trade
GIGB sale $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: Yes
John Boozman sold GIGB ($1,001-$15,000) 0 days after voting 'Yes' on Collins Amdt. No. 3411, as amended
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: Jason Reding Quinones, of Florida, to be United States Attorney for the Southern Distr
TIGHT TIMING SHY
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: Sean Cairncross, of Minnesota, to be National Cyber Director
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: Yes
John Boozman sold EMRZX ($15,001-$50,000) 13 days after voting 'Yes' on Mullin Amdt. No. 3412
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: John Hurley to be Under Secretary for Terrorism and Financial Crimes
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 Nomination
Voted: Yes
Angus King bought ADSK ($1,001-$15,000) 1 days before voting 'Yes' on Confirmation: Joshua M. Divine, of Missouri, to be United States District Judge for the Eastern and
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 Cloture Motion
Voted: No
Angus King bought NFLX ($1,001-$15,000) 2 days before voting 'No' on Motion to Invoke Cloture: Zachary M. Bluestone to be U.S. District Judge for the Eastern District of
TIGHT TIMING NFLX
55
Stock Trade
LPLA purchase $33K
Timing
6 days after vote
Trade: May 13 → Vote: May 19, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought LPLA ($15,001-$50,000) 6 days before voting 'Yes' on Confirmation: Charles Kushner, of New York, to be Ambassador of the United States of America to the
LPLA
55
Stock Trade
APG purchase $33K
Timing
8 days before vote
Trade: Feb 4 → Vote: Jan 27, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Markwayne Mullin bought APG ($15,001-$50,000) 8 days after voting 'Yes' on Motion to Invoke Cloture on the Motion to Proceed to S. 3627
TRADED BEFORE VOTE APG
55
Stock Trade
AXP purchase $33K
Timing
13 days before vote
Trade: Jul 1 → Vote: Jun 18, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito bought AXP ($15,001-$50,000) 13 days after voting 'Yes' on Confirmation: Rodney Scott, of Oklahoma, to be Commissioner of U.S. Customs and Border Protection, D
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 Cloture Motion
Voted: Yes
John Boozman sold GD ($1,001-$15,000) 2 days before voting 'Yes' on Motion to Invoke Cloture: Jeanine Pirro to be United States Attorney for the District of Columbia
TIGHT TIMING GD
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