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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
60
Stock Trade
ZTS purchase $75K
Timing
14 days before vote
Trade: May 13 → Vote: Apr 29, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought ZTS ($50,001-$100,000) 14 days after voting 'Yes' on Confirmation: Warren Stephens, of Arkansas, to be Ambassador of the United States of America to the
TRADED BEFORE VOTE ZTS
60
Stock Trade
LRCX purchase $33K
Timing
1 day after vote
Trade: May 13 → Vote: May 14, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought LRCX ($15,001-$50,000) 1 days before voting 'Yes' on Confirmation: Emil Michael, of Florida, to be Under Secretary of Defense for Research and Engineerin
TIGHT TIMING LRCX
60
Stock Trade
COP purchase $33K
Timing
Same day
Trade: May 13 → Vote: May 13, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought COP ($15,001-$50,000) 0 days after voting 'Yes' on Motion to Invoke Cloture: Katharine MacGregor to be Deputy Secretary of the Interior
TIGHT TIMING COP
60
Stock Trade
VLO purchase $75K
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 VLO ($50,001-$100,000) 6 days before voting 'Yes' on Motion to Invoke Cloture on the Motion to Proceed to S. 1582
VLO
60
Stock Trade
META purchase $8K
Timing
7 days before vote
Trade: Jul 29 → Vote: Jul 22, 2025
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Shelley Moore Capito bought META ($1,001-$15,000) 7 days after voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 3944
TRADED BEFORE VOTE META
60
Stock Trade
HD purchase $8K
Timing
7 days before vote
Trade: May 20 → Vote: May 13, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought HD ($1,001-$15,000) 7 days after voting 'Yes' on Confirmation: Reed Rubinstein, of Maryland, to be Legal Adviser of the Department of State
TRADED BEFORE VOTE HD
60
Stock Trade
AMD purchase $8K
Timing
7 days before vote
Trade: Aug 7 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought AMD ($1,001-$15,000) 7 days after voting 'Yes' on Confirmation: Cheryl Mason, of North Carolina, to be Inspector General, Department of Veterans Affai
TRADED BEFORE VOTE AMD
Angus King I ME
60
Stock Trade
JPM purchase $8K
Timing
10 days after vote
Trade: Jul 21 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought JPM ($1,001-$15,000) 10 days before voting 'No' on Motion to Invoke Cloture: Cheryl Mason to be Inspector General, Department of Veterans Affairs
JPM
Angus King I ME
60
Stock Trade
VRT purchase $8K
Timing
7 days before vote
Trade: Jul 21 → Vote: Jul 14, 2025
Vote
On the Nomination
Voted: No
Angus King bought VRT ($1,001-$15,000) 7 days after voting 'No' on Confirmation: Whitney D. Hermandorfer, of Tennessee, to be United States Circuit Judge for the Sixth
TRADED BEFORE VOTE VRT
60
Stock Trade
ZTS purchase $75K
Timing
14 days before vote
Trade: May 13 → Vote: Apr 29, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought ZTS ($50,001-$100,000) 14 days after voting 'Yes' on Motion to Invoke Cloture: Warren Stephens to be Ambassador of the United States of America to the Un
TRADED BEFORE VOTE ZTS
60
Stock Trade
LRCX purchase $33K
Timing
1 day after vote
Trade: May 13 → Vote: May 14, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought LRCX ($15,001-$50,000) 1 days before voting 'Yes' on Motion to Invoke Cloture: Emil Michael to be Under Secretary of Defense for Research and Engineering
TIGHT TIMING LRCX
60
Stock Trade
COP purchase $33K
Timing
Same day
Trade: May 13 → Vote: May 13, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought COP ($15,001-$50,000) 0 days after voting 'Yes' on Confirmation: James Danly, of Tennessee, to be Deputy Secretary of Energy
TIGHT TIMING COP
60
Stock Trade
VLO purchase $75K
Timing
6 days after vote
Trade: May 13 → Vote: May 19, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought VLO ($50,001-$100,000) 6 days before voting 'Yes' on Confirmation: Charles Kushner, of New York, to be Ambassador of the United States of America to the
VLO
60
Stock Trade
META purchase $8K
Timing
7 days before vote
Trade: Jul 29 → Vote: Jul 22, 2025
Vote
On the Motion to Proceed
Voted: Yes
Shelley Moore Capito bought META ($1,001-$15,000) 7 days after voting 'Yes' on Motion to Proceed to Executive Session to consider Emil J. Bove III
TRADED BEFORE VOTE META
60
Stock Trade
HD purchase $8K
Timing
6 days before vote
Trade: May 20 → Vote: May 14, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought HD ($1,001-$15,000) 6 days after voting 'Yes' on Motion to Invoke Cloture: Sean Donahue to be an Assistant Administrator of the Environmental Protect
TRADED BEFORE VOTE HD
60
Stock Trade
AMD purchase $8K
Timing
7 days before vote
Trade: Aug 7 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought AMD ($1,001-$15,000) 7 days after voting 'Yes' on Confirmation: Gadyaces Serralta, of Florida, to be Director of the United States Marshals Service
TRADED BEFORE VOTE AMD
Angus King I ME
60
Stock Trade
VRT purchase $8K
Timing
6 days before vote
Trade: Jul 21 → Vote: Jul 15, 2025
Vote
On the Nomination
Voted: No
Angus King bought VRT ($1,001-$15,000) 6 days after voting 'No' on Confirmation: Joseph Edlow, of Maryland, to be Director of U.S. Citizenship and Immigration Services
TRADED BEFORE VOTE VRT
60
Stock Trade
ZTS purchase $75K
Timing
14 days before vote
Trade: May 13 → Vote: Apr 29, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought ZTS ($50,001-$100,000) 14 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 ZTS
60
Stock Trade
LRCX purchase $33K
Timing
1 day after vote
Trade: May 13 → Vote: May 14, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought LRCX ($15,001-$50,000) 1 days before voting 'Yes' on Confirmation: Michael Rigas, of Virginia, to be Deputy Secretary of State for Management and Resourc
TIGHT TIMING LRCX
60
Stock Trade
COP purchase $33K
Timing
Same day
Trade: May 13 → Vote: May 13, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought COP ($15,001-$50,000) 0 days after voting 'Yes' on Motion to Invoke Cloture: James Danly to be Deputy Secretary of Energy
TIGHT TIMING COP
60
Stock Trade
VLO purchase $75K
Timing
6 days after vote
Trade: May 13 → Vote: May 19, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought VLO ($50,001-$100,000) 6 days before voting 'Yes' on Motion to Invoke Cloture: Charles Kushner to be Ambassador of the United States of America to the Fr
VLO
60
Stock Trade
AMKR purchase $33K
Timing
Same day
Trade: Jan 5 → Vote: Jan 5, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought AMKR ($15,001-$50,000) 0 days after voting 'Yes' on Confirmation: Keith Bass, of Texas, to be an Assistant Secretary of Defense
TIGHT TIMING AMKR
60
Stock Trade
META purchase $8K
Timing
6 days before vote
Trade: Jul 29 → Vote: Jul 23, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito bought META ($1,001-$15,000) 6 days after voting 'Yes' on Motion to Invoke Cloture: Matthew Lohmeier to be Under Secretary of the Air Force
TRADED BEFORE VOTE META
60
Stock Trade
HD purchase $8K
Timing
6 days before vote
Trade: May 20 → Vote: May 14, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought HD ($1,001-$15,000) 6 days after voting 'Yes' on Confirmation: Eric Matthew Ueland, of Virginia, to be Deputy Director for Management, Office of Mana
TRADED BEFORE VOTE HD
60
Stock Trade
AMD purchase $8K
Timing
7 days before vote
Trade: Aug 7 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought AMD ($1,001-$15,000) 7 days after voting 'Yes' on Confirmation: Tyler Clarkson, of Virginia, to be General Counsel of the Department of Agriculture
TRADED BEFORE VOTE AMD
Explore More Data
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Compare Politicians
Compare two politicians Epstein-linked funding side by side
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Donations
55K+ individual and PAC contributions
🔍
Exposed
Highest-scoring suspicious correlations
🕵️
Dark Money
Anonymous political spending traced
📊
Leaderboard
Politicians ranked by corruption score
🔗
Epstein Money Trail
Epstein-linked figures × FEC donation records
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