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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
50
Stock Trade
IRM sale $8K
Timing
6 days after vote
Trade: Feb 4 → Vote: Feb 10, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin sold IRM ($1,001-$15,000) 6 days before voting 'Yes' on Confirmation: Daniel E. Burrows, of Colorado, to be an Assistant Attorney General
IRM
50
Stock Trade
AGZ purchase $8K
Timing
11 days before vote
Trade: Aug 1 → Vote: Jul 21, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought AGZ ($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 AGZ
50
Stock Trade
IWM sale $8K
Timing
7 days after vote
Trade: Jan 23 → Vote: Jan 30, 2026
Vote
On the Motion
Voted: No
John Boozman sold IWM ($1,001-$15,000) 7 days before voting 'No' on Motion to Waive All Applicable Budgetary Discipline Re: Merkley Amdt. No. 4287
IWM
50
Stock Trade
FISV sale $8K
Timing
5 days after vote
Trade: Jan 29 → Vote: Feb 3, 2026
Vote
On the Nomination
Voted: Yes
John Boozman sold FISV ($1,001-$15,000) 5 days before voting 'Yes' on Confirmation: Nicholas Jon Ganjei, of Texas, to be U.S. District Judge for the Southern District of
FISV
50
Stock Trade
MSFT purchase $8K
Timing
14 days before vote
Trade: Feb 13 → Vote: Jan 30, 2026
Vote
On Passage of the Bill
Voted: Yes
John Boozman bought MSFT ($1,001-$15,000) 14 days after voting 'Yes' on H.R. 7148, as Amended
TRADED BEFORE VOTE MSFT
50
Stock Trade
NVDA purchase $8K
Timing
27 days before vote
Trade: Apr 30 → Vote: Apr 3, 2025
Vote
On the Cloture Motion
Voted: Yes
Katie Britt bought NVDA ($1,001-$15,000) 27 days after voting 'Yes' on Motion to Invoke Cloture: Mehmet Oz to be Administrator of the Centers for Medicare and Medicaid Ser
TRADED BEFORE VOTE NVDA
50
Stock Trade
CMG sale $175K
Timing
21 days before vote
Trade: Jun 12 → Vote: May 22, 2025
Vote
On the Joint Resolution
Voted: No
John Hickenlooper sold CMG ($100,001-$250,000) 21 days after voting 'No' on H.J.Res. 89
TRADED BEFORE VOTE CMG
50
Stock Trade
JNJ sale $8K
Timing
8 days before vote
Trade: Mar 19 → Vote: Mar 11, 2026
Vote
On the Amendment
Voted: Yes
John Boozman sold JNJ ($1,001-$15,000) 8 days after voting 'Yes' on Scott (SC) Amdt. No. 4308, as amended
TRADED BEFORE VOTE JNJ
50
Stock Trade
AAPL sale $8K
Timing
8 days before vote
Trade: Jul 18 → Vote: Jul 10, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold AAPL ($1,001-$15,000) 8 days after voting 'Yes' on Motion to Invoke Cloture: Jonathan Gould to be Comptroller of the Currency
TRADED BEFORE VOTE AAPL
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: Catherine Hanson, of South Carolina, to be Chief Financial Officer, Environmental Prot
META
50
Stock Trade
PPG sale $8K
Timing
8 days before vote
Trade: Jul 30 → Vote: Jul 22, 2025
Vote
On the Motion to Proceed
Voted: Yes
Shelley Moore Capito sold PPG ($1,001-$15,000) 8 days after voting 'Yes' on Motion to Proceed to Executive Session to consider Emil J. Bove III
TRADED BEFORE VOTE PPG
50
Stock Trade
GD sale $8K
Timing
14 days before vote
Trade: Jul 31 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold GD ($1,001-$15,000) 14 days after voting 'Yes' on Motion to Invoke Cloture: Aaron Lukas to be Principal Deputy Director of National Intelligence
TRADED BEFORE VOTE GD
50
Stock Trade
BLK sale $8K
Timing
11 days before vote
Trade: Aug 4 → Vote: Jul 24, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold BLK ($1,001-$15,000) 11 days after voting 'Yes' on Motion to Invoke Cloture: Emil J. Bove III to be U.S. Circuit Judge for the Third Circuit
TRADED BEFORE VOTE BLK
50
Stock Trade
PAYX sale $8K
Timing
4 days after vote
Trade: Feb 20 → Vote: Feb 24, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Shelley Moore Capito sold PAYX ($1,001-$15,000) 4 days before voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 7147
PAYX
50
Stock Trade
GOOGL purchase $8K
Timing
13 days before vote
Trade: May 20 → Vote: May 7, 2025
Vote
On the Joint Resolution
Voted: Yes
John Boozman bought GOOGL ($1,001-$15,000) 13 days after voting 'Yes' on S.J. Res. 13
TRADED BEFORE VOTE GOOGL
50
Stock Trade
TBLL purchase $8K
Timing
6 days after vote
Trade: Jun 11 → Vote: Jun 17, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought TBLL ($1,001-$15,000) 6 days before voting 'Yes' on Confirmation: Gary Andres, of Virginia, to be an Assistant Secretary of Health and Human Services
TBLL
50
Stock Trade
EFA sale $8K
Timing
9 days before vote
Trade: Aug 1 → Vote: Jul 23, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold EFA ($1,001-$15,000) 9 days after voting 'Yes' on Motion to Invoke Cloture: Matthew Lohmeier to be Under Secretary of the Air Force
TRADED BEFORE VOTE EFA
50
Stock Trade
IRM sale $8K
Timing
7 days after vote
Trade: Feb 4 → Vote: Feb 11, 2026
Vote
On the Motion to Proceed
Voted: Yes
Markwayne Mullin sold IRM ($1,001-$15,000) 7 days before voting 'Yes' on Motion to Proceed to H. J. Res. 142
IRM
50
Stock Trade
AGZ purchase $8K
Timing
10 days before vote
Trade: Aug 1 → Vote: Jul 22, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought AGZ ($1,001-$15,000) 10 days after voting 'Yes' on Confirmation: Bradley Hansell, of Virginia, to be Under Secretary of Defense for Intelligence and Se
TRADED BEFORE VOTE AGZ
50
Stock Trade
IWM sale $8K
Timing
7 days after vote
Trade: Jan 23 → Vote: Jan 30, 2026
Vote
On the Amendment
Voted: No
John Boozman sold IWM ($1,001-$15,000) 7 days before voting 'No' on Sanders Amdt. No. 4290
IWM
50
Stock Trade
FISV sale $8K
Timing
5 days after vote
Trade: Jan 29 → Vote: Feb 3, 2026
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold FISV ($1,001-$15,000) 5 days before voting 'Yes' on Motion to Invoke Cloture: Nicholas Jon Ganjei to be U.S. District Judge for the Southern District of
FISV
Angus King I ME
50
Stock Trade
META sale $8K
Timing
14 days before vote
Trade: Feb 13 → Vote: Jan 30, 2026
Vote
On Passage of the Bill
Voted: Yes
Angus King sold META ($1,001-$15,000) 14 days after voting 'Yes' on H.R. 7148, as Amended
TRADED BEFORE VOTE META
50
Stock Trade
CMG sale $175K
Timing
21 days before vote
Trade: Jun 12 → Vote: May 22, 2025
Vote
On the Motion to Proceed
Voted: No
John Hickenlooper sold CMG ($100,001-$250,000) 21 days after voting 'No' on Motion to Proceed to H.J.Res. 89
TRADED BEFORE VOTE CMG
50
Stock Trade
GOOGL purchase $8K
Timing
9 days before vote
Trade: May 8 → Vote: Apr 29, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito bought GOOGL ($1,001-$15,000) 9 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 GOOGL
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: Luke Lindberg, of South Dakota, to be Under Secretary of Agriculture for Trade and For
META
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By State
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Roll call votes and voting records
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Live tracker: arrests, resignations & pending from Epstein files
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Money Trail
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