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STOCK TRADE ↔ VOTE CORRELATIONS
30,204
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.

30,204
Correlations
49
Politicians
719
Score 70+
44.3
Avg Score

Highest Average Scores

HICKENLOOPER, JOHN W. D CO
55 avg (74)
SMITH, ANDY D MN
52 avg (43)
Markwayne Mullin R OK
50.9 avg (4702)
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 (30204 found)

Score Date Amount Timing
65
Stock Trade
ZTS purchase $75K
Timing
1 day after vote
Trade: May 13 → Vote: May 14, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought ZTS ($50,001-$100,000) 1 days before voting 'Yes' on Motion to Invoke Cloture: Eric Matthew Ueland to be Deputy Director for Management, Office of Manage
TIGHT TIMING ZTS
65
Stock Trade
MTZ sale $33K
Timing
5 days before vote
Trade: Feb 4 → Vote: Jan 30, 2026
Vote
On the Amendment
Voted: No
Markwayne Mullin sold MTZ ($15,001-$50,000) 5 days after voting 'No' on Paul Amdt. No. 4272
TRADED BEFORE VOTE MTZ
65
Stock Trade
ADI sale $8K
Timing
2 days before vote
Trade: Jun 18 → Vote: Jun 16, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold ADI ($1,001-$15,000) 2 days after voting 'Yes' on Motion to Invoke Cloture: Gary Andres to be an Assistant Secretary of Health and Human Services
TIGHT TIMING TRADED BEFORE VOTE ADI
65
Stock Trade
GD sale $8K
Timing
1 day before vote
Trade: Jul 31 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold GD ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Invoke Cloture: Gadyaces Serralta to be Director of the United States Marshals Service
TIGHT TIMING TRADED BEFORE VOTE GD
65
Stock Trade
GS sale $33K
Timing
5 days before vote
Trade: Feb 4 → Vote: Jan 30, 2026
Vote
On the Motion to Table
Voted: No
Markwayne Mullin sold GS ($15,001-$50,000) 5 days after voting 'No' on Motion to Table Lee Amdt. No. 4286
TRADED BEFORE VOTE GS
65
Stock Trade
SHY purchase $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Motion to Discharge
Voted: No
John Boozman bought SHY ($1,001-$15,000) 2 days after voting 'No' on Motion to Discharge S. J. Res. 41
TIGHT TIMING TRADED BEFORE VOTE SHY
65
Stock Trade
IWM purchase $8K
Timing
3 days before vote
Trade: Aug 1 → Vote: Jul 29, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought IWM ($1,001-$15,000) 3 days after voting 'Yes' on Motion to Invoke Cloture: Susan Monarez to be Director of the Centers for Disease Control and Preven
TIGHT TIMING TRADED BEFORE VOTE IWM
65
Stock Trade
EMRZX sale $33K
Timing
7 days before vote
Trade: Aug 7 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold EMRZX ($15,001-$50,000) 7 days after voting 'Yes' on Motion to Invoke Cloture: Cheryl Mason to be Inspector General, Department of Veterans Affairs
TRADED BEFORE VOTE EMRZX
65
Stock Trade
CVS purchase $8K
Timing
2 days before vote
Trade: Jan 29 → Vote: Jan 27, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
John Boozman bought CVS ($1,001-$15,000) 2 days after voting 'Yes' on Motion to Invoke Cloture on the Motion to Proceed to S. 3627
TIGHT TIMING TRADED BEFORE VOTE CVS
65
Stock Trade
ZTS purchase $75K
Timing
1 day after vote
Trade: May 13 → Vote: May 14, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought ZTS ($50,001-$100,000) 1 days before voting 'Yes' on Confirmation: Emil Michael, of Florida, to be Under Secretary of Defense for Research and Engineerin
TIGHT TIMING ZTS
65
Stock Trade
ADI sale $8K
Timing
1 day before vote
Trade: Jun 18 → Vote: Jun 17, 2025
Vote
On Passage of the Bill
Voted: Yes
Shelley Moore Capito sold ADI ($1,001-$15,000) 1 days after voting 'Yes' on S. 1582, As Amended
TIGHT TIMING TRADED BEFORE VOTE ADI
65
Stock Trade
BLK sale $8K
Timing
1 day before vote
Trade: Feb 10 → Vote: Feb 9, 2026
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold BLK ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Invoke Cloture: Daniel E. Burrows to be an Assistant Attorney General
TIGHT TIMING TRADED BEFORE VOTE BLK
65
Stock Trade
GD sale $8K
Timing
1 day before vote
Trade: Jul 31 → Vote: Jul 30, 2025
Vote
On the Motion to Discharge
Voted: No
John Boozman sold GD ($1,001-$15,000) 1 days after voting 'No' on Motion to Discharge S. J. Res. 34
TIGHT TIMING TRADED BEFORE VOTE GD
65
Stock Trade
GS sale $33K
Timing
5 days before vote
Trade: Feb 4 → Vote: Jan 30, 2026
Vote
On the Motion to Table
Voted: No
Markwayne Mullin sold GS ($15,001-$50,000) 5 days after voting 'No' on Motion to Table Lee Amdt. No. 4234
TRADED BEFORE VOTE GS
65
Stock Trade
SHY purchase $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought SHY ($1,001-$15,000) 2 days after voting 'Yes' on Motion to Invoke Cloture: Tyler Clarkson to be General Counsel of the Department of Agriculture
TIGHT TIMING TRADED BEFORE VOTE SHY
65
Stock Trade
IWM purchase $8K
Timing
3 days before vote
Trade: Aug 1 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought IWM ($1,001-$15,000) 3 days after voting 'Yes' on Confirmation: William Kimmitt, of Virginia, to be Under Secretary of Commerce for International Trad
TIGHT TIMING TRADED BEFORE VOTE IWM
65
Stock Trade
EMRZX sale $33K
Timing
6 days before vote
Trade: Aug 7 → Vote: Aug 1, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold EMRZX ($15,001-$50,000) 6 days after voting 'Yes' on Confirmation: Nicholas Kent, of Virginia, to be Under Secretary of Education
TRADED BEFORE VOTE EMRZX
65
Stock Trade
AAPL purchase $8K
Timing
1 day before vote
Trade: Apr 30 → Vote: Apr 29, 2025
Vote
On the Nomination
Voted: Yes
Katie Britt bought AAPL ($1,001-$15,000) 1 days after voting 'Yes' on Confirmation: David Perdue, of Georgia, to be Ambassador of the United States of America to the Peop
TIGHT TIMING TRADED BEFORE VOTE AAPL
65
Stock Trade
ZTS purchase $75K
Timing
1 day after vote
Trade: May 13 → Vote: May 14, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought ZTS ($50,001-$100,000) 1 days before voting 'Yes' on Motion to Invoke Cloture: Emil Michael to be Under Secretary of Defense for Research and Engineering
TIGHT TIMING ZTS
65
Stock Trade
ADI sale $8K
Timing
1 day before vote
Trade: Jun 18 → Vote: Jun 17, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito sold ADI ($1,001-$15,000) 1 days after voting 'Yes' on Confirmation: Olivia Trusty, of Maryland, to be a Member of the Federal Communications Commission
TIGHT TIMING TRADED BEFORE VOTE ADI
65
Stock Trade
GD sale $8K
Timing
1 day before vote
Trade: Jul 31 → Vote: Jul 30, 2025
Vote
On the Motion to Discharge
Voted: No
John Boozman sold GD ($1,001-$15,000) 1 days after voting 'No' on Motion to Discharge S. J. Res. 41
TIGHT TIMING TRADED BEFORE VOTE GD
65
Stock Trade
GS sale $33K
Timing
5 days before vote
Trade: Feb 4 → Vote: Jan 30, 2026
Vote
On the Motion to Table
Voted: Yes
Markwayne Mullin sold GS ($15,001-$50,000) 5 days after voting 'Yes' on Motion to Table Lee Amdt. No. 4236
TRADED BEFORE VOTE GS
65
Stock Trade
SHY purchase $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought SHY ($1,001-$15,000) 2 days after voting 'Yes' on Confirmation: Joseph Kent, of Washington, to be Director of the National Counterterrorism Center, Of
TIGHT TIMING TRADED BEFORE VOTE SHY
65
Stock Trade
IWM purchase $8K
Timing
3 days before vote
Trade: Aug 1 → Vote: Jul 29, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought IWM ($1,001-$15,000) 3 days after voting 'Yes' on Motion to Invoke Cloture: William Kimmitt to be Under Secretary of Commerce for International Trade
TIGHT TIMING TRADED BEFORE VOTE IWM
65
Stock Trade
EMRZX sale $33K
Timing
6 days before vote
Trade: Aug 7 → Vote: Aug 1, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold EMRZX ($15,001-$50,000) 6 days after voting 'Yes' on Confirmation: David Woll, of Virginia, to be General Counsel of the Department of Housing and Urban
TRADED BEFORE VOTE EMRZX
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