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STOCK TRADE ↔ VOTE CORRELATIONS
30,204
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.

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

Highest Average Scores

55 avg (74)
52 avg (43)
50.9 avg (4702)
48.5 avg (221)
48.2 avg (69)
47.1 avg (112)
47 avg (9249)
46.7 avg (3505)
Angus King I ME
45.6 avg (4257)
45.4 avg (100)

Most Correlated Tickers

UNH
45.7 avg (896 trades)
45.8 avg (748 trades)
46.2 avg (705 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
41.4 avg (387 trades)

Correlations (30204 found)

Stock Trade
GOOGL purchase $8K
Timing
24 days before vote
Trade: Apr 29 → Vote: Apr 5, 2025
Vote
On the Amendment
Voted: No
Shelley Moore Capito bought GOOGL ($1,001-$15,000) 24 days after voting 'No' on Warnock Amdt. No. 2177
TRADED BEFORE VOTE GOOGL
Stock Trade
MSFT sale $8K
Timing
20 days after vote
Trade: Jun 18 → Vote: Jul 8, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold MSFT ($1,001-$15,000) 20 days before voting 'Yes' on Motion to Invoke Cloture: Preston Griffith to be Under Secretary of Energy
MSFT
30
Stock Trade
ATO purchase $8K
Timing
21 days after vote
Trade: May 20 → Vote: Jun 10, 2025
Vote
On the Cloture Motion
Voted: Not Voting
John Boozman bought ATO ($1,001-$15,000) 21 days before voting 'Not Voting' on Motion to Invoke Cloture: Stephen Vaden to be Deputy Secretary of Agriculture
ATO
30
Stock Trade
MU sale $8K
Timing
19 days after vote
Trade: Jun 11 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
John Boozman sold MU ($1,001-$15,000) 19 days before voting 'No' on Schumer Motion to Commit H.R. 1 to the Committee on Finance with Instructions
MU
30
Stock Trade
AVGO purchase $8K
Timing
19 days after vote
Trade: Jun 11 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
John Boozman bought AVGO ($1,001-$15,000) 19 days before voting 'No' on Motion to Waive Section 302(F) of the CBA Re: Murray Amdt. No. 2771
AVGO
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: Stephen Vaden to be Deputy Secretary of Agriculture
ZTS
30
Stock Trade
WMT purchase $8K
Timing
30 days before vote
Trade: Jul 31 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: No
John Boozman bought WMT ($1,001-$15,000) 30 days after voting 'No' on Hirono Amdt. No. 2382
TRADED BEFORE VOTE WMT
30
Stock Trade
EMRZX sale $8K
Timing
24 days before vote
Trade: Aug 1 → Vote: Jul 8, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold EMRZX ($1,001-$15,000) 24 days after voting 'Yes' on Motion to Invoke Cloture: Bryan Bedford to be Administrator of the Federal Aviation Administration
TRADED BEFORE VOTE EMRZX
30
Stock Trade
IWM purchase $8K
Timing
22 days before vote
Trade: Aug 1 → Vote: Jul 10, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought IWM ($1,001-$15,000) 22 days after voting 'Yes' on Confirmation: Jonathan Gould, of Virginia, to be Comptroller of the Currency
TRADED BEFORE VOTE IWM
Stock Trade
CSCO purchase $8K
Timing
24 days before vote
Trade: Jan 9 → Vote: Dec 16, 2025
Vote
On Motion to Recommit
Voted: Yes
Gilbert Cisneros bought CSCO ($1,001-$15,000) 24 days after voting 'Yes' on On Motion to Recommit
TRADED BEFORE VOTE CSCO
Stock Trade
SBAC sale $8K
Timing
30 days before vote
Trade: Jan 9 → Vote: Dec 10, 2025
Vote
On Passage
Voted: Yes
Gilbert Cisneros sold SBAC ($1,001-$15,000) 30 days after voting 'Yes' on On Passage
TRADED BEFORE VOTE SBAC
Stock Trade
PLTR purchase $8K
Timing
23 days before vote
Trade: Jan 9 → Vote: Dec 17, 2025
Vote
On Agreeing to the Resolution
Voted: Yes
Gilbert Cisneros bought PLTR ($1,001-$15,000) 23 days after voting 'Yes' on On Agreeing to the Resolution
TRADED BEFORE VOTE PLTR
30
Stock Trade
MU sale $8K
Timing
23 days before vote
Trade: Aug 22 → Vote: Jul 30, 2025
Vote
On the Motion to Discharge
Voted: No
John Boozman sold MU ($1,001-$15,000) 23 days after voting 'No' on Motion to Discharge S. J. Res. 34
TRADED BEFORE VOTE MU
Stock Trade
GD purchase $8K
Timing
29 days before vote
Trade: Jan 9 → Vote: Dec 11, 2025
Vote
On Passage
Voted: No
Gilbert Cisneros bought GD ($1,001-$15,000) 29 days after voting 'No' on On Passage
TRADED BEFORE VOTE GD
Stock Trade
DOC purchase $8K
Timing
23 days before vote
Trade: Jan 9 → Vote: Dec 17, 2025
Vote
On Passage
Voted: No
Gilbert Cisneros bought DOC ($1,001-$15,000) 23 days after voting 'No' on On Passage
TRADED BEFORE VOTE DOC
30
Stock Trade
V purchase $8K
Timing
19 days after vote
Trade: Jan 15 → Vote: Feb 3, 2026
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought V ($1,001-$15,000) 19 days before voting 'Yes' on Motion to Invoke Cloture: Nicholas Jon Ganjei to be U.S. District Judge for the Southern District of
V
Stock Trade
EOG sale $8K
Timing
29 days before vote
Trade: Jan 9 → Vote: Dec 11, 2025
Vote
On Passage
Voted: Yes
Gilbert Cisneros sold EOG ($1,001-$15,000) 29 days after voting 'Yes' on On Passage
TRADED BEFORE VOTE EOG
Stock Trade
EG purchase $8K
Timing
22 days before vote
Trade: Jan 9 → Vote: Dec 18, 2025
Vote
On Passage
Voted: No
Gilbert Cisneros bought EG ($1,001-$15,000) 22 days after voting 'No' on On Passage
TRADED BEFORE VOTE EG
Stock Trade
COP sale $8K
Timing
25 days before vote
Trade: Jan 9 → Vote: Dec 15, 2025
Vote
On Motion to Suspend the Rules and Pass
Voted: Yes
Gilbert Cisneros sold COP ($1,001-$15,000) 25 days after voting 'Yes' on On Motion to Suspend the Rules and Pass
TRADED BEFORE VOTE COP
Stock Trade
LIN 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 LIN ($1,001-$15,000) 22 days after voting 'No' on On Agreeing to the Amendment
TRADED BEFORE VOTE LIN
Stock Trade
VRSK sale $8K
Timing
24 days before vote
Trade: Jan 9 → Vote: Dec 16, 2025
Vote
On Ordering the Previous Question
Voted: No
Gilbert Cisneros sold VRSK ($1,001-$15,000) 24 days after voting 'No' on On Ordering the Previous Question
TRADED BEFORE VOTE VRSK
Stock Trade
GEV purchase $8K
Timing
29 days before vote
Trade: Jan 9 → Vote: Dec 11, 2025
Vote
On Passage
Voted: Yes
Gilbert Cisneros bought GEV ($1,001-$15,000) 29 days after voting 'Yes' on On Passage
TRADED BEFORE VOTE GEV
30
Stock Trade
AMAT sale $8K
Timing
29 days before vote
Trade: Feb 27 → Vote: Jan 29, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
John Boozman sold AMAT ($1,001-$15,000) 29 days after voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 7148
TRADED BEFORE VOTE AMAT
Stock Trade
FBK purchase $8K
Timing
30 days before vote
Trade: Jan 15 → Vote: Dec 16, 2025
Vote
On Ordering the Previous Question
Voted: No
Gilbert Cisneros bought FBK ($1,001-$15,000) 30 days after voting 'No' on On Ordering the Previous Question
TRADED BEFORE VOTE FBK
30
Stock Trade
AAPL purchase $8K
Timing
28 days before vote
Trade: Apr 30 → Vote: Apr 2, 2025
Vote
On the Cloture Motion
Voted: Yes
Katie Britt bought AAPL ($1,001-$15,000) 28 days after voting 'Yes' on Motion to Invoke Cloture: Dean Sauer to be Solicitor General of the United States
TRADED BEFORE VOTE AAPL
Explore More Data
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Connect The Dots
Interactive graph: Epstein figures → donors → politicians
💵
Donations
55K+ individual and PAC contributions
📜
Bills
Legislation and bill sponsorships
🔗
Epstein Money Trail
Epstein-linked figures × FEC donation records
🕵️
Dark Money
Anonymous political spending traced
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