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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
AAPL sale $75K
Timing
26 days after vote
Trade: Dec 17 → Vote: Jan 12, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Tommy Tuberville sold AAPL ($50,001-$100,000) 26 days before voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 6938
AAPL
Stock Trade
PEP sale $8K
Timing
25 days before vote
Trade: Feb 23 → Vote: Jan 29, 2026
Vote
On Cloture on the Motion to Proceed
Voted: No
Sheldon Whitehouse sold PEP ($1,001-$15,000) 25 days after voting 'No' on Motion to Invoke Cloture: Motion to Proceed to H.R. 7148
TRADED BEFORE VOTE PEP
Stock Trade
ADI sale $8K
Timing
28 days before vote
Trade: Jun 18 → Vote: May 21, 2025
Vote
On the Point of Order
Voted: Yes
Shelley Moore Capito sold ADI ($1,001-$15,000) 28 days after voting 'Yes' on Shall Points of Order be in Order under the Congressional Review Act?
TRADED BEFORE VOTE ADI
Stock Trade
PPG sale $8K
Timing
30 days before vote
Trade: Jul 30 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
Shelley Moore Capito sold PPG ($1,001-$15,000) 30 days after voting 'No' on Hassan Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TRADED BEFORE VOTE PPG
30
Stock Trade
MU sale $8K
Timing
20 days after vote
Trade: Jun 11 → Vote: Jul 1, 2025
Vote
On the Motion
Voted: No
John Boozman sold MU ($1,001-$15,000) 20 days before voting 'No' on Wyden Motion to Commit H.R. 1 to the Committee on Finance with Instructions
MU
30
Stock Trade
AVGO purchase $8K
Timing
20 days after vote
Trade: Jun 11 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: No
John Boozman bought AVGO ($1,001-$15,000) 20 days before voting 'No' on Klobuchar Amdt. No. 2849
AVGO
30
Stock Trade
MU sale $8K
Timing
16 days after vote
Trade: Jul 1 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold MU ($1,001-$15,000) 16 days before voting 'Yes' on Motion to Invoke Cloture: Aaron Lukas to be Principal Deputy Director of National Intelligence
MU
30
Stock Trade
GIGB sale $8K
Timing
23 days before vote
Trade: Aug 1 → Vote: Jul 9, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold GIGB ($1,001-$15,000) 23 days after voting 'Yes' on Confirmation: Bryan Bedford, of Indiana, to be Administrator of the Federal Aviation Administration
TRADED BEFORE VOTE GIGB
Stock Trade
CSCO purchase $8K
Timing
23 days before vote
Trade: Jan 9 → Vote: Dec 17, 2025
Vote
On Passage
Voted: No
Gilbert Cisneros bought CSCO ($1,001-$15,000) 23 days after voting 'No' on On Passage
TRADED BEFORE VOTE CSCO
Stock Trade
SBAC sale $8K
Timing
29 days before vote
Trade: Jan 9 → Vote: Dec 11, 2025
Vote
On Passage
Voted: Yes
Gilbert Cisneros sold SBAC ($1,001-$15,000) 29 days after voting 'Yes' on On Passage
TRADED BEFORE VOTE SBAC
Stock Trade
PLTR purchase $8K
Timing
22 days before vote
Trade: Jan 9 → Vote: Dec 18, 2025
Vote
On Passage
Voted: No
Gilbert Cisneros bought PLTR ($1,001-$15,000) 22 days after voting 'No' on On Passage
TRADED BEFORE VOTE PLTR
30
Stock Trade
MU sale $8K
Timing
22 days before vote
Trade: Aug 22 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold MU ($1,001-$15,000) 22 days after voting 'Yes' on Motion to Invoke Cloture: Andrea Lucas to be a Member of the Equal Employment Opportunity Commission
TRADED BEFORE VOTE MU
Stock Trade
GD purchase $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 bought GD ($1,001-$15,000) 25 days after voting 'Yes' on On Motion to Suspend the Rules and Pass
TRADED BEFORE VOTE GD
Stock Trade
DOC 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 DOC ($1,001-$15,000) 22 days after voting 'No' on On Agreeing to the Amendment
TRADED BEFORE VOTE DOC
Stock Trade
EOG 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 EOG ($1,001-$15,000) 24 days after voting 'No' on On Ordering the Previous Question
TRADED BEFORE VOTE EOG
30
Stock Trade
GIGB purchase $8K
Timing
20 days after vote
Trade: Jan 23 → Vote: Feb 12, 2026
Vote
On the Joint Resolution
Voted: Yes
John Boozman bought GIGB ($1,001-$15,000) 20 days before voting 'Yes' on H. J. Res. 142
GIGB
Stock Trade
CB purchase $8K
Timing
29 days before vote
Trade: Jan 9 → Vote: Dec 11, 2025
Vote
On Passage
Voted: Yes
Gilbert Cisneros bought CB ($1,001-$15,000) 29 days after voting 'Yes' on On Passage
TRADED BEFORE VOTE CB
Stock Trade
COP sale $8K
Timing
23 days before vote
Trade: Jan 9 → Vote: Dec 17, 2025
Vote
On Passage
Voted: No
Gilbert Cisneros sold COP ($1,001-$15,000) 23 days after voting 'No' on On Passage
TRADED BEFORE VOTE COP
Stock Trade
TTD 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 TTD ($1,001-$15,000) 29 days after voting 'Yes' on On Agreeing to the Amendment
TRADED BEFORE VOTE TTD
Stock Trade
VRSK sale $8K
Timing
22 days before vote
Trade: Jan 9 → Vote: Dec 18, 2025
Vote
On Passage
Voted: No
Gilbert Cisneros sold VRSK ($1,001-$15,000) 22 days after voting 'No' on On Passage
TRADED BEFORE VOTE VRSK
Stock Trade
GEV purchase $8K
Timing
28 days before vote
Trade: Jan 9 → Vote: Dec 12, 2025
Vote
On Motion to Recommit
Voted: Yes
Gilbert Cisneros bought GEV ($1,001-$15,000) 28 days after voting 'Yes' on On Motion to Recommit
TRADED BEFORE VOTE GEV
30
Stock Trade
UBER purchase $8K
Timing
25 days before vote
Trade: Feb 6 → Vote: Jan 12, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
John Boozman bought UBER ($1,001-$15,000) 25 days after voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 6938
TRADED BEFORE VOTE UBER
30
Stock Trade
AMAT sale $8K
Timing
24 days before vote
Trade: Feb 27 → Vote: Feb 3, 2026
Vote
On the Nomination
Voted: Yes
John Boozman sold AMAT ($1,001-$15,000) 24 days after voting 'Yes' on Confirmation: David Clay Fowlkes, of Arkansas, to be U.S. District Judge for the Western District of
TRADED BEFORE VOTE AMAT
Stock Trade
FBK purchase $8K
Timing
28 days before vote
Trade: Jan 15 → Vote: Dec 18, 2025
Vote
On Passage
Voted: No
Gilbert Cisneros bought FBK ($1,001-$15,000) 28 days after voting 'No' on On Passage
TRADED BEFORE VOTE FBK
30
Stock Trade
PH sale $8K
Timing
29 days before vote
Trade: Jan 8 → Vote: Dec 10, 2025
Vote
On Ordering the Previous Question
Voted: Yes
Byron Donalds sold PH ($1,001-$15,000) 29 days after voting 'Yes' on On Ordering the Previous Question
TRADED BEFORE VOTE PH
Explore More Data
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Epstein Tracker
Live tracker: arrests, resignations & pending from Epstein files
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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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