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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)

40
Stock Trade
PPLT sale $8K
Timing
15 days before vote
Trade: Aug 1 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold PPLT ($1,001-$15,000) 15 days after voting 'Yes' on Motion to Invoke Cloture: Joshua M. Divine to be U.S. District Judge for the Eastern and Western Dis
TRADED BEFORE VOTE PPLT
Stock Trade
META purchase $75K
Timing
17 days after vote
Trade: Dec 29 → Vote: Jan 15, 2026
Vote
On Passage of the Bill
Voted: Yes
Markwayne Mullin bought META ($50,001-$100,000) 17 days before voting 'Yes' on H.R. 6938
META
40
Stock Trade
MBB purchase $8K
Timing
16 days before vote
Trade: Aug 1 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: No
John Boozman bought MBB ($1,001-$15,000) 16 days after voting 'No' on Baldwin Amdt. No. 2855
TRADED BEFORE VOTE MBB
40
Stock Trade
T sale $8K
Timing
18 days before vote
Trade: Mar 27 → Vote: Mar 9, 2026
Vote
On the Cloture Motion
Voted: Yes
John Fetterman sold T ($1,001-$15,000) 18 days after voting 'Yes' on Motion to Invoke Cloture: Lt. Gen. Joshua M. Rudd to be General in the United States Army
TRADED BEFORE VOTE T
40
Stock Trade
TLT purchase $8K
Timing
17 days before vote
Trade: Aug 1 → Vote: Jul 15, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought TLT ($1,001-$15,000) 17 days after voting 'Yes' on Motion to Invoke Cloture: Joseph Edlow to be Director of U.S. Citizenship and Immigration Services,
TRADED BEFORE VOTE TLT
40
Stock Trade
SLV sale $8K
Timing
12 days after vote
Trade: Jan 23 → Vote: Feb 4, 2026
Vote
On the Nomination
Voted: Yes
John Boozman sold SLV ($1,001-$15,000) 12 days before voting 'Yes' on Confirmation: Aaron Christian Peterson, of Alaska, to be United States District Judge for the Distri
SLV
40
Stock Trade
UNP sale $8K
Timing
14 days after vote
Trade: Jan 29 → Vote: Feb 12, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
John Boozman sold UNP ($1,001-$15,000) 14 days before voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 7147
UNP
40
Stock Trade
TSM purchase $8K
Timing
21 days before vote
Trade: Jan 8 → Vote: Dec 18, 2025
Vote
On Passage
Voted: Not Voting
Cleo Fields bought TSM ($1,001-$15,000) 21 days after voting 'Not Voting' on On Passage
TRADED BEFORE VOTE TSM
40
Stock Trade
GOOG purchase $8K
Timing
16 days before vote
Trade: May 15 → Vote: Apr 29, 2025
Vote
On the Nomination
Voted: Yes
John Fetterman bought GOOG ($1,001-$15,000) 16 days after voting 'Yes' on Confirmation: Warren Stephens, of Arkansas, to be Ambassador of the United States of America to the
TRADED BEFORE VOTE GOOG
Angus King I ME
40
Stock Trade
PWR purchase $8K
Timing
20 days before vote
Trade: Jul 21 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought PWR ($1,001-$15,000) 20 days after voting 'Yes' on Rosen Amdt. No. 2717
TRADED BEFORE VOTE PWR
Angus King I ME
40
Stock Trade
ANET purchase $8K
Timing
10 days after vote
Trade: Jul 21 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought ANET ($1,001-$15,000) 10 days before voting 'No' on Motion to Invoke Cloture: Andrea Lucas to be a Member of the Equal Employment Opportunity Commission
ANET
Angus King I ME
40
Stock Trade
ADSK purchase $8K
Timing
11 days after vote
Trade: Jul 21 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought ADSK ($1,001-$15,000) 11 days before voting 'Yes' on Mullin Amdt. No. 3412
ADSK
Angus King I ME
40
Stock Trade
NFLX purchase $8K
Timing
11 days after vote
Trade: Jul 21 → Vote: Aug 1, 2025
Vote
On the Motion
Voted: Yes
Angus King bought NFLX ($1,001-$15,000) 11 days before voting 'Yes' on Motion to Waive All Applicable Budgetary Points of Order Re: Merkley Amdt. No. 3114
NFLX
Angus King I ME
40
Stock Trade
GOOGL purchase $8K
Timing
12 days after vote
Trade: Jul 21 → Vote: Aug 2, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought GOOGL ($1,001-$15,000) 12 days before voting 'No' on Motion to Invoke Cloture: Jason Reding Quinones to be United States Attorney for the Southern Distri
GOOGL
Angus King I ME
40
Stock Trade
MRVL purchase $8K
Timing
21 days before vote
Trade: Jul 21 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: Yes
Angus King bought MRVL ($1,001-$15,000) 21 days after voting 'Yes' on Hassan Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TRADED BEFORE VOTE MRVL
Stock Trade
AKAM Purchase
Timing
13 days before vote
Trade: Jun 25 → Vote: Jun 12, 2025
Vote
On Motion to Adjourn
Voted: Yes
Hon. Josh Gottheimer sold AKAM 13 days after voting 'Yes' on On Motion to Adjourn
TRADED BEFORE VOTE AKAM
Stock Trade
SPG Purchase
Timing
11 days before vote
Trade: Feb 3 → Vote: Jan 23, 2025
Vote
On Passage
Voted: Yes
Hon. Victoria Spartz sold SPG 11 days after voting 'Yes' on On Passage
TRADED BEFORE VOTE SPG
Stock Trade
GOOGL purchase $8K
Timing
27 days after vote
Trade: May 8 → Vote: Jun 4, 2025
Vote
On the Nomination
Voted: Not Voting
Shelley Moore Capito bought GOOGL ($1,001-$15,000) 27 days before voting 'Not Voting' on Confirmation: Michelle Bowman, of Kansas, to be Vice Chairman for Supervision of the Board of Govern
GOOGL
Stock Trade
AFL sale $8K
Timing
18 days before vote
Trade: Jul 18 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
Shelley Moore Capito sold AFL ($1,001-$15,000) 18 days after voting 'No' on Motion to Waive Section 302(F) of the CBA Re: Amdt. No. 2414
TRADED BEFORE VOTE AFL
Stock Trade
JPM sale $8K
Timing
11 days after vote
Trade: Jul 18 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito sold JPM ($1,001-$15,000) 11 days before voting 'Yes' on Confirmation: William Kimmitt, of Virginia, to be Under Secretary of Commerce for International Trad
JPM
Stock Trade
AVGO sale $8K
Timing
18 days before vote
Trade: Jul 18 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: Yes
Shelley Moore Capito sold AVGO ($1,001-$15,000) 18 days after voting 'Yes' on Motion to Waive Section 313(b)(1)(D) of the CBA Re: Cornyn Amdt. No. 2705
TRADED BEFORE VOTE AVGO
Stock Trade
AAPL sale $8K
Timing
11 days after vote
Trade: Jul 18 → Vote: Jul 29, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold AAPL ($1,001-$15,000) 11 days before voting 'Yes' on Motion to Invoke Cloture: Susan Monarez to be Director of the Centers for Disease Control and Preven
AAPL
Stock Trade
ITW sale $8K
Timing
13 days after vote
Trade: Feb 24 → Vote: Mar 9, 2026
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold ITW ($1,001-$15,000) 13 days before voting 'Yes' on Motion to Invoke Cloture: Lt. Gen. Joshua M. Rudd to be General in the United States Army
ITW
40
Stock Trade
MSFT purchase
Timing
14 days after vote
Trade: Apr 22 → Vote: May 6, 2025
Vote
On the Motion to Proceed
Voted: Yes
John Boozman bought MSFT ($1,001-$15,000) 14 days before voting 'Yes' on Motion to proceed to S.J. Res. 13
MSFT
40
Stock Trade
GD sale $8K
Timing
19 days before vote
Trade: May 20 → Vote: May 1, 2025
Vote
On the Joint Resolution
Voted: Yes
John Boozman sold GD ($1,001-$15,000) 19 days after voting 'Yes' on S.J.Res. 31
TRADED BEFORE VOTE GD
Explore More Data
📋
Contracts
Federal spending and government contracts
🤝
Lobbying
Lobbying filings and influence spending
🕸️
Connect The Dots
Interactive graph: Epstein figures → donors → politicians
🕵️
Dark Money
Anonymous political spending traced
📅
Timeline
Epstein events overlaid with political donation activity
🔗
Epstein Money Trail
Epstein-linked figures × FEC donation records
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