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STOCK TRADE ↔ VOTE CORRELATIONS
30,490
correlations
719
high-score
44.3
avg score

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

55 avg (74)
50.9 avg (4702)
49.8 avg (65)
48.5 avg (221)
47.1 avg (112)
47 avg (9413)
46.7 avg (3505)
Angus King I ME
45.6 avg (4257)
45.4 avg (100)
45.3 avg (60)

Most Correlated Tickers

UNH
45.7 avg (896 trades)
45.4 avg (807 trades)
46.1 avg (721 trades)
47 avg (689 trades)
JPM
47.9 avg (578 trades)
45.5 avg (556 trades)
XOM
42.7 avg (454 trades)
41.5 avg (413 trades)
GD
48.4 avg (404 trades)
MU
41.2 avg (398 trades)

Correlations (30490 found)

Stock Trade
OTCM sale $8K
Timing
24 days before vote
Trade: Jan 9 → Vote: Dec 16, 2025
Vote
On Motion to Recommit
Voted: No
Michael Patrick Guest sold OTCM ($1,001-$15,000) 24 days after voting 'No' on On Motion to Recommit
TRADED BEFORE VOTE OTCM
Angus King I ME
30
Stock Trade
XOM purchase $8K
Timing
27 days before vote
Trade: Jul 21 → Vote: Jun 24, 2025
Vote
On the Cloture Motion
Voted: Yes
Angus King bought XOM ($1,001-$15,000) 27 days after voting 'Yes' on Motion to Invoke Cloture: Paul Dabbar to be Deputy Secretary of Commerce
TRADED BEFORE VOTE XOM
30
Stock Trade
V purchase $8K
Timing
29 days before vote
Trade: Jan 16 → Vote: Dec 18, 2025
Vote
On Passage
Voted: Yes
David J. Taylor bought V ($1,001-$15,000) 29 days after voting 'Yes' on On Passage
TRADED BEFORE VOTE V
30
Stock Trade
GOOG purchase $8K
Timing
30 days before vote
Trade: May 8 → Vote: Apr 8, 2025
Vote
On the Cloture Motion
Voted: Yes
Jerry Moran bought GOOG ($1,001-$15,000) 30 days after voting 'Yes' on Motion to Invoke Cloture: George Glass to be Ambassador Extraordinary and Plenipotentiary of the Uni
TRADED BEFORE VOTE GOOG
Stock Trade
KVUE sale $8K
Timing
28 days before vote
Trade: Aug 28 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: No
Sheldon Whitehouse sold KVUE ($1,001-$15,000) 28 days after voting 'No' on Confirmation: Matthew Kozma, of Virginia, to be Under Secretary for Intelligence and Analysis, Depar
TRADED BEFORE VOTE KVUE
Stock Trade
VZ sale $8K
Timing
17 days after vote
Trade: Feb 23 → Vote: Mar 12, 2026
Vote
On Passage of the Bill
Voted: Yes
Sheldon Whitehouse sold VZ ($1,001-$15,000) 17 days before voting 'Yes' on H.R. 6644, as amended
VZ
30
Stock Trade
GOOG Purchase
Timing
10 days after vote
Trade: Jun 16 → Vote: Jun 26, 2025
Vote
On Passage
Voted: Yes
Hon. Scott Scott Franklin sold GOOG 10 days before voting 'Yes' on On Passage
GOOG
30
Stock Trade
ESS sale
Timing
20 days before vote
Trade: Jan 7 → Vote: Dec 18, 2025
Vote
On Motion to Recommit
Voted: Yes
Hon. Rick Larsen sold ESS 20 days after voting 'Yes' on On Motion to Recommit
TRADED BEFORE VOTE ESS
Stock Trade
ALB Purchase
Timing
17 days before vote
Trade: Feb 24 → Vote: Feb 7, 2025
Vote
On Passage
Voted: Yes
Hon. Jefferson Shreve sold ALB 17 days after voting 'Yes' on On Passage
TRADED BEFORE VOTE ALB
Stock Trade
ZTS purchase $75K
Timing
28 days after vote
Trade: May 13 → Vote: Jun 10, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought ZTS ($50,001-$100,000) 28 days before voting 'Yes' on Motion to Invoke Cloture: Andrew Hughes to be Deputy Secretary of Housing and Urban Development
ZTS
Stock Trade
LRN sale $8K
Timing
21 days after vote
Trade: Dec 18 → Vote: Jan 8, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin sold LRN ($1,001-$15,000) 21 days before voting 'Yes' on Confirmation: Alexander C. Van Hook, of Louisiana, to be U.S. District Judge for the Western Distric
LRN
Stock Trade
WFC sale $8K
Timing
27 days before vote
Trade: Jun 18 → Vote: May 22, 2025
Vote
On the Joint Resolution
Voted: Yes
Shelley Moore Capito sold WFC ($1,001-$15,000) 27 days after voting 'Yes' on H.J.Res. 89
TRADED BEFORE VOTE WFC
Stock Trade
CB sale $8K
Timing
15 days after vote
Trade: Jul 17 → Vote: Aug 1, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito sold CB ($1,001-$15,000) 15 days before voting 'Yes' on Confirmation: Casey Mulligan, of Illinois, to be Chief Counsel for Advocacy, Small Business Administ
CB
30
Stock Trade
DTE sale $8K
Timing
16 days after vote
Trade: May 20 → Vote: Jun 5, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold DTE ($1,001-$15,000) 16 days before voting 'Yes' on Confirmation: John Andrew Eisenberg, of Virginia, to be an Assistant Attorney General
DTE
30
Stock Trade
JPM sale $8K
Timing
23 days before vote
Trade: Jul 24 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: No
John Boozman sold JPM ($1,001-$15,000) 23 days after voting 'No' on Warner Amdt. No. 2847
TRADED BEFORE VOTE JPM
30
Stock Trade
GEM sale $8K
Timing
24 days before vote
Trade: Aug 1 → Vote: Jul 8, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold GEM ($1,001-$15,000) 24 days after voting 'Yes' on Motion to Invoke Cloture: Preston Griffith to be Under Secretary of Energy
TRADED BEFORE VOTE GEM
Stock Trade
CF purchase $8K
Timing
24 days before vote
Trade: Jan 9 → Vote: Dec 16, 2025
Vote
On Ordering the Previous Question
Voted: No
Gilbert Cisneros bought CF ($1,001-$15,000) 24 days after voting 'No' on On Ordering the Previous Question
TRADED BEFORE VOTE CF
Stock Trade
INTC purchase $8K
Timing
29 days before vote
Trade: Jan 9 → Vote: Dec 11, 2025
Vote
On Passage
Voted: Yes
Gilbert Cisneros bought INTC ($1,001-$15,000) 29 days after voting 'Yes' on On Passage
TRADED BEFORE VOTE INTC
Stock Trade
VTR sale $8K
Timing
23 days before vote
Trade: Jan 9 → Vote: Dec 17, 2025
Vote
On Passage
Voted: No
Gilbert Cisneros sold VTR ($1,001-$15,000) 23 days after voting 'No' on On Passage
TRADED BEFORE VOTE VTR
Stock Trade
WBD purchase $8K
Timing
29 days before vote
Trade: Jan 9 → Vote: Dec 11, 2025
Vote
On Agreeing to the Amendment
Voted: Yes
Gilbert Cisneros bought WBD ($1,001-$15,000) 29 days after voting 'Yes' on On Agreeing to the Amendment
TRADED BEFORE VOTE WBD
Stock Trade
KEY purchase $8K
Timing
22 days before vote
Trade: Jan 9 → Vote: Dec 18, 2025
Vote
On Passage
Voted: No
Gilbert Cisneros bought KEY ($1,001-$15,000) 22 days after voting 'No' on On Passage
TRADED BEFORE VOTE KEY
Stock Trade
AME purchase $8K
Timing
28 days before vote
Trade: Jan 9 → Vote: Dec 12, 2025
Vote
On Motion to Recommit
Voted: Yes
Gilbert Cisneros bought AME ($1,001-$15,000) 28 days after voting 'Yes' on On Motion to Recommit
TRADED BEFORE VOTE AME
Stock Trade
CMCSA purchase $8K
Timing
22 days before vote
Trade: Jan 9 → Vote: Dec 18, 2025
Vote
On Agreeing to the Amendment
Voted: No
Gilbert Cisneros bought CMCSA ($1,001-$15,000) 22 days after voting 'No' on On Agreeing to the Amendment
TRADED BEFORE VOTE CMCSA
30
Stock Trade
MBB purchase $8K
Timing
19 days after vote
Trade: Jan 23 → Vote: Feb 11, 2026
Vote
On the Motion to Proceed
Voted: Yes
John Boozman bought MBB ($1,001-$15,000) 19 days before voting 'Yes' on Motion to Proceed to H. J. Res. 142
MBB
Stock Trade
UPS purchase $8K
Timing
24 days before vote
Trade: Jan 9 → Vote: Dec 16, 2025
Vote
On Motion to Recommit
Voted: Yes
Gilbert Cisneros bought UPS ($1,001-$15,000) 24 days after voting 'Yes' on On Motion to Recommit
TRADED BEFORE VOTE UPS
Explore More Data
🤝
Lobbying
Lobbying filings and influence spending
🕸️
Connect The Dots
Interactive graph: Epstein figures → donors → politicians
💰
Money Trail
Follow the money from donors to politicians
🏛️
Politicians
Browse all tracked members of Congress
🗳️
Votes
Roll call votes and voting records
📅
Timeline
Epstein events overlaid with political donation activity
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