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STOCK TRADE ↔ VOTE CORRELATIONS
30,326
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.

30,326
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 (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)
Jim Justice R WV
45.3 avg (60)

Most Correlated Tickers

UNH
45.7 avg (896 trades)
MSFT
45.5 avg (774 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
41.2 avg (398 trades)

Correlations (30326 found)

Score Date Amount Timing
50
Stock Trade
EMB purchase $8K
Timing
6 days after vote
Trade: Feb 6 → Vote: Feb 12, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
John Boozman bought EMB ($1,001-$15,000) 6 days before voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 7147
EMB
50
Stock Trade
MSFT purchase $8K
Timing
14 days before vote
Trade: Feb 13 → Vote: Jan 30, 2026
Vote
On the Motion to Table
Voted: Yes
John Boozman bought MSFT ($1,001-$15,000) 14 days after voting 'Yes' on Motion to Table Lee Amdt. No. 4236
TRADED BEFORE VOTE MSFT
Angus King I ME
50
Stock Trade
META sale $8K
Timing
14 days before vote
Trade: Feb 13 → Vote: Jan 30, 2026
Vote
On the Motion to Table
Voted: Yes
Angus King sold META ($1,001-$15,000) 14 days after voting 'Yes' on Motion to Table Lee Amdt. No. 4234
TRADED BEFORE VOTE META
Angus King I ME
50
Stock Trade
MSFT purchase $8K
Timing
7 days after vote
Trade: Jul 21 → Vote: Jul 28, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought MSFT ($1,001-$15,000) 7 days before voting 'No' on Motion to Invoke Cloture: David Wright to be a Member of the Nuclear Regulatory Commission
MSFT
50
Stock Trade
META purchase $8K
Timing
4 days after vote
Trade: Jul 29 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito bought META ($1,001-$15,000) 4 days before voting 'Yes' on Confirmation: Jason Reding Quinones, of Florida, to be United States Attorney for the Southern Distr
META
50
Stock Trade
GD sale $8K
Timing
14 days before vote
Trade: Jul 31 → Vote: Jul 17, 2025
Vote
On the Amendment
Voted: No
Shelley Moore Capito sold GD ($1,001-$15,000) 14 days after voting 'No' on Ossoff Amdt. No. 2896
TRADED BEFORE VOTE GD
50
Stock Trade
GOOGL purchase $8K
Timing
8 days before vote
Trade: May 20 → Vote: May 12, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought GOOGL ($1,001-$15,000) 8 days after voting 'Yes' on Motion to Invoke Cloture: Monica Crowley to be Chief of Protocol and to have the rank of Ambassador
TRADED BEFORE VOTE GOOGL
50
Stock Trade
UNH sale $8K
Timing
6 days after vote
Trade: Jun 11 → Vote: Jun 17, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold UNH ($1,001-$15,000) 6 days before voting 'Yes' on Motion to Invoke Cloture: Olivia Trusty to be a Member of the Federal Communications Commission (Rea
UNH
50
Stock Trade
TBLL purchase $8K
Timing
7 days after vote
Trade: Jun 11 → Vote: Jun 18, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought TBLL ($1,001-$15,000) 7 days before voting 'Yes' on Motion to Invoke Cloture: Rodney Scott to be Commissioner of U.S. Customs and Border Protection, Dep
TBLL
50
Stock Trade
EFA sale $8K
Timing
9 days before vote
Trade: Aug 1 → Vote: Jul 23, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold EFA ($1,001-$15,000) 9 days after voting 'Yes' on Confirmation: John Hurley, of California, to be Under Secretary for Terrorism and Financial Crimes
TRADED BEFORE VOTE EFA
50
Stock Trade
AGZ purchase $8K
Timing
10 days before vote
Trade: Aug 1 → Vote: Jul 22, 2025
Vote
On Cloture on the Motion to Proceed
Voted: Yes
John Boozman bought AGZ ($1,001-$15,000) 10 days after voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 3944
TRADED BEFORE VOTE AGZ
50
Stock Trade
TBLL purchase $8K
Timing
8 days before vote
Trade: Jan 23 → Vote: Jan 15, 2026
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought TBLL ($1,001-$15,000) 8 days after voting 'Yes' on Motion to Invoke Cloture: H.R. 6938
TRADED BEFORE VOTE TBLL
50
Stock Trade
FISV sale $8K
Timing
6 days after vote
Trade: Jan 29 → Vote: Feb 4, 2026
Vote
On the Nomination
Voted: Yes
John Boozman sold FISV ($1,001-$15,000) 6 days before voting 'Yes' on Confirmation: Aaron Christian Peterson, of Alaska, to be United States District Judge for the Distri
FISV
50
Stock Trade
EMB purchase $8K
Timing
6 days after vote
Trade: Feb 6 → Vote: Feb 12, 2026
Vote
On the Joint Resolution
Voted: Yes
John Boozman bought EMB ($1,001-$15,000) 6 days before voting 'Yes' on H. J. Res. 142
EMB
50
Stock Trade
MSFT purchase $8K
Timing
14 days before vote
Trade: Feb 13 → Vote: Jan 30, 2026
Vote
On the Amendment
Voted: No
John Boozman bought MSFT ($1,001-$15,000) 14 days after voting 'No' on Paul Amdt. No. 4272
TRADED BEFORE VOTE MSFT
Angus King I ME
50
Stock Trade
META sale $8K
Timing
14 days before vote
Trade: Feb 13 → Vote: Jan 30, 2026
Vote
On the Motion to Table
Voted: Yes
Angus King sold META ($1,001-$15,000) 14 days after voting 'Yes' on Motion to Table Lee Amdt. No. 4236
TRADED BEFORE VOTE META
50
Stock Trade
META purchase $8K
Timing
4 days after vote
Trade: Jul 29 → Vote: Aug 2, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito bought META ($1,001-$15,000) 4 days before voting 'Yes' on Motion to Invoke Cloture: Jason Reding Quinones to be United States Attorney for the Southern Distri
META
50
Stock Trade
GD sale $8K
Timing
14 days before vote
Trade: Jul 31 → Vote: Jul 17, 2025
Vote
On the Amendment
Voted: No
Shelley Moore Capito sold GD ($1,001-$15,000) 14 days after voting 'No' on Shaheen Amdt. No. 2898
TRADED BEFORE VOTE GD
50
Stock Trade
SHW purchase $8K
Timing
11 days before vote
Trade: Aug 1 → Vote: Jul 21, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito bought SHW ($1,001-$15,000) 11 days after voting 'Yes' on Motion to Invoke Cloture: Terrance Cole to be Administrator of Drug Enforcement
TRADED BEFORE VOTE SHW
50
Stock Trade
UNH sale $8K
Timing
6 days after vote
Trade: Jun 11 → Vote: Jun 17, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold UNH ($1,001-$15,000) 6 days before voting 'Yes' on Motion to Invoke Cloture: Olivia Trusty to be a Member of the Federal Communications Commission
UNH
50
Stock Trade
EFA sale $8K
Timing
9 days before vote
Trade: Aug 1 → Vote: Jul 23, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold EFA ($1,001-$15,000) 9 days after voting 'Yes' on Confirmation: Arielle Roth, of the District of Columbia, to be Assistant Secretary of Communications
TRADED BEFORE VOTE EFA
50
Stock Trade
AGZ purchase $8K
Timing
10 days before vote
Trade: Aug 1 → Vote: Jul 22, 2025
Vote
On the Motion to Proceed
Voted: Yes
John Boozman bought AGZ ($1,001-$15,000) 10 days after voting 'Yes' on Motion to Proceed to Executive Session to consider Emil J. Bove III
TRADED BEFORE VOTE AGZ
50
Stock Trade
TBLL purchase $8K
Timing
4 days after vote
Trade: Jan 23 → Vote: Jan 27, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
John Boozman bought TBLL ($1,001-$15,000) 4 days before voting 'Yes' on Motion to Invoke Cloture on the Motion to Proceed to S. 3627
TBLL
50
Stock Trade
FISV sale $8K
Timing
7 days after vote
Trade: Jan 29 → Vote: Feb 5, 2026
Vote
On the Nomination
Voted: Yes
John Boozman sold FISV ($1,001-$15,000) 7 days before voting 'Yes' on Confirmation: Justin R. Olson, of Indiana, to be U.S. District Judge for the Southern District of In
FISV
50
Stock Trade
MSFT purchase $8K
Timing
11 days before vote
Trade: Feb 13 → Vote: Feb 2, 2026
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought MSFT ($1,001-$15,000) 11 days after voting 'Yes' on Motion to Invoke Cloture: David Clay Fowlkes to be United States District Judge for the Western Dist
TRADED BEFORE VOTE MSFT
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