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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
65
Stock Trade
SPY sale $750K
Timing
14 days before vote
Trade: May 13 → Vote: Apr 29, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin sold SPY ($500,001-$1,000,000) 14 days after voting 'Yes' on Motion to Invoke Cloture: Tilman Fertitta to be Ambassador of the United States of America to the It
TRADED BEFORE VOTE SPY
65
Stock Trade
SPY sale $750K
Timing
14 days before vote
Trade: May 13 → Vote: Apr 29, 2025
Vote
On the Nomination
Voted: Not Voting
Markwayne Mullin sold SPY ($500,001-$1,000,000) 14 days after voting 'Not Voting' on Confirmation: Tilman Fertitta, of Texas, to be Ambassador of the United States of America to the Ita
TRADED BEFORE VOTE SPY
65
Stock Trade
LHX purchase $33K
Timing
5 days before vote
Trade: May 13 → Vote: May 8, 2025
Vote
On the Joint Resolution
Voted: Yes
Markwayne Mullin bought LHX ($15,001-$50,000) 5 days after voting 'Yes' on S.J. Res. 7
TRADED BEFORE VOTE LHX
65
Stock Trade
LHX purchase $33K
Timing
5 days before vote
Trade: May 13 → Vote: May 8, 2025
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Markwayne Mullin bought LHX ($15,001-$50,000) 5 days after voting 'Yes' on Motion to Invoke Cloture: Motion to proceed to S. 1582
TRADED BEFORE VOTE LHX
65
Stock Trade
LHX purchase $33K
Timing
6 days before vote
Trade: May 13 → Vote: May 7, 2025
Vote
On the Joint Resolution
Voted: Yes
Markwayne Mullin bought LHX ($15,001-$50,000) 6 days after voting 'Yes' on S.J. Res. 13
TRADED BEFORE VOTE LHX
65
Stock Trade
LHX purchase $33K
Timing
7 days before vote
Trade: May 13 → Vote: May 6, 2025
Vote
On the Motion to Proceed
Voted: Yes
Markwayne Mullin bought LHX ($15,001-$50,000) 7 days after voting 'Yes' on Motion to proceed to S.J. Res. 13
TRADED BEFORE VOTE LHX
65
Stock Trade
LHX purchase $33K
Timing
7 days before vote
Trade: May 13 → Vote: May 6, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought LHX ($15,001-$50,000) 7 days after voting 'Yes' on Confirmation: Frank Bisignano, of New Jersey, to be Commissioner of Social Security Administration
TRADED BEFORE VOTE LHX
65
Stock Trade
LHX purchase $33K
Timing
7 days before vote
Trade: May 13 → Vote: May 6, 2025
Vote
On the Motion to Proceed
Voted: Yes
Markwayne Mullin bought LHX ($15,001-$50,000) 7 days after voting 'Yes' on Motion to proceed to S.J. Res. 7
TRADED BEFORE VOTE LHX
65
Stock Trade
ZTS purchase $75K
Timing
2 days after vote
Trade: May 13 → Vote: May 15, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought ZTS ($50,001-$100,000) 2 days before voting 'Yes' on Confirmation: Sean Donahue, of F.L., to be an Assistant Administrator of the Environmental Protectio
TIGHT TIMING ZTS
65
Stock Trade
ZTS purchase $75K
Timing
2 days after vote
Trade: May 13 → Vote: May 15, 2025
Vote
On the Motion to Discharge
Voted: No
Markwayne Mullin bought ZTS ($50,001-$100,000) 2 days before voting 'No' on Motion to Discharge S. Res. 195
TIGHT TIMING ZTS
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: Katharine MacGregor, of Florida, to be Deputy Secretary of the Interior
TIGHT TIMING ZTS
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: Michael Rigas to be Deputy Secretary of State for Management and Resources
TIGHT TIMING ZTS
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: Michael Rigas, of Virginia, to be Deputy Secretary of State for Management and Resourc
TIGHT TIMING ZTS
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
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
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
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: Eric Matthew Ueland, of Virginia, to be Deputy Director for Management, Office of Mana
TIGHT TIMING ZTS
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: Sean Donahue to be an Assistant Administrator of the Environmental Protect
TIGHT TIMING ZTS
65
Stock Trade
ZTS purchase $75K
Timing
Same day
Trade: May 13 → Vote: May 13, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought ZTS ($50,001-$100,000) 0 days after voting 'Yes' on Confirmation: Reed Rubinstein, of Maryland, to be Legal Adviser of the Department of State
TIGHT TIMING ZTS
65
Stock Trade
ZTS purchase $75K
Timing
Same day
Trade: May 13 → Vote: May 13, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought ZTS ($50,001-$100,000) 0 days after voting 'Yes' on Motion to Invoke Cloture: Troy Meink to be Secretary of the Air Force
TIGHT TIMING ZTS
65
Stock Trade
ZTS purchase $75K
Timing
Same day
Trade: May 13 → Vote: May 13, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought ZTS ($50,001-$100,000) 0 days after voting 'Yes' on Confirmation: Troy Meink, of Virginia, to be Secretary of the Air Force
TIGHT TIMING ZTS
65
Stock Trade
ZTS purchase $75K
Timing
Same day
Trade: May 13 → Vote: May 13, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought ZTS ($50,001-$100,000) 0 days after voting 'Yes' on Motion to Invoke Cloture: James Danly to be Deputy Secretary of Energy
TIGHT TIMING ZTS
65
Stock Trade
ZTS purchase $75K
Timing
Same day
Trade: May 13 → Vote: May 13, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought ZTS ($50,001-$100,000) 0 days after voting 'Yes' on Confirmation: James Danly, of Tennessee, to be Deputy Secretary of Energy
TIGHT TIMING ZTS
65
Stock Trade
ZTS purchase $75K
Timing
Same day
Trade: May 13 → Vote: May 13, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought ZTS ($50,001-$100,000) 0 days after voting 'Yes' on Motion to Invoke Cloture: Katharine MacGregor to be Deputy Secretary of the Interior
TIGHT TIMING ZTS
65
Stock Trade
TXN purchase $33K
Timing
5 days before vote
Trade: May 13 → Vote: May 8, 2025
Vote
On the Joint Resolution
Voted: Yes
Markwayne Mullin bought TXN ($15,001-$50,000) 5 days after voting 'Yes' on S.J. Res. 7
TRADED BEFORE VOTE TXN
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Interactive graph: Epstein figures → donors → politicians
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Votes
Roll call votes and voting records
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Epstein-linked figures × FEC donation records
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