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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
PLD purchase $8K
Timing
16 days before vote
Trade: Aug 1 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: No
Shelley Moore Capito bought PLD ($1,001-$15,000) 16 days after voting 'No' on Rosen Amdt. No. 2878
TRADED BEFORE VOTE PLD
Stock Trade
SBUX sale $8K
Timing
8 days after vote
Trade: Jan 28 → Vote: Feb 5, 2026
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold SBUX ($1,001-$15,000) 8 days before voting 'Yes' on Motion to Invoke Cloture: Justin R. Olson to be U.S. District Judge for the Southern District of Ind
SBUX
40
Stock Trade
JPM sale $8K
Timing
8 days after vote
Trade: Jul 24 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: No
John Boozman sold JPM ($1,001-$15,000) 8 days before voting 'No' on Van Hollen Amdt. No. 3115
JPM
40
Stock Trade
PALL sale $8K
Timing
18 days before vote
Trade: Aug 1 → Vote: Jul 14, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold PALL ($1,001-$15,000) 18 days after voting 'Yes' on Motion to Invoke Cloture: Luke Pettit to be an Assistant Secretary of the Treasury
TRADED BEFORE VOTE PALL
40
Stock Trade
IVV sale $8K
Timing
15 days before vote
Trade: Aug 1 → Vote: Jul 17, 2025
Vote
On the Amendment
Voted: No
John Boozman sold IVV ($1,001-$15,000) 15 days after voting 'No' on Murkowski Amdt. No. 2865
TRADED BEFORE VOTE IVV
Stock Trade
AIT sale $8K
Timing
20 days before vote
Trade: Feb 4 → Vote: Jan 15, 2026
Vote
On Passage of the Bill
Voted: Yes
Markwayne Mullin sold AIT ($1,001-$15,000) 20 days after voting 'Yes' on H.R. 6938
TRADED BEFORE VOTE AIT
40
Stock Trade
IEI purchase $8K
Timing
15 days before vote
Trade: Aug 1 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought IEI ($1,001-$15,000) 15 days after voting 'Yes' on Motion to Invoke Cloture: Aaron Lukas to be Principal Deputy Director of National Intelligence
TRADED BEFORE VOTE IEI
40
Stock Trade
LLY purchase $8K
Timing
20 days before vote
Trade: Aug 11 → Vote: Jul 22, 2025
Vote
On Cloture on the Motion to Proceed
Voted: Yes
John Boozman bought LLY ($1,001-$15,000) 20 days after voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 3944
TRADED BEFORE VOTE LLY
40
Stock Trade
IVV purchase $8K
Timing
12 days after vote
Trade: Jan 23 → Vote: Feb 4, 2026
Vote
On the Nomination
Voted: Yes
John Boozman bought IVV ($1,001-$15,000) 12 days before voting 'Yes' on Confirmation: Megan Blair Benton, of Missouri, to be U.S. District Judge for the Western District of
IVV
Stock Trade
HTGC sale $75K
Timing
25 days before vote
Trade: Jan 12 → Vote: Dec 18, 2025
Vote
On Passage
Voted: Yes
Virginia Foxx sold HTGC ($50,001-$100,000) 25 days after voting 'Yes' on On Passage
TRADED BEFORE VOTE HTGC
Angus King I ME
40
Stock Trade
META purchase $8K
Timing
21 days before vote
Trade: Jul 21 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: Yes
Angus King bought META ($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 META
Stock Trade
WMT purchase $75K
Timing
28 days before vote
Trade: Jan 13 → Vote: Dec 16, 2025
Vote
On Ordering the Previous Question
Voted: Not Voting
Jonathan Jackson bought WMT ($50,001-$100,000) 28 days after voting 'Not Voting' on On Ordering the Previous Question
TRADED BEFORE VOTE WMT
Angus King I ME
40
Stock Trade
TMO sale $8K
Timing
21 days before vote
Trade: Jul 21 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: Yes
Angus King sold TMO ($1,001-$15,000) 21 days after voting 'Yes' on Wyden Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TRADED BEFORE VOTE TMO
Angus King I ME
40
Stock Trade
ONON sale $8K
Timing
13 days after vote
Trade: Feb 13 → Vote: Feb 26, 2026
Vote
On the Cloture Motion
Voted: Yes
Angus King sold ONON ($1,001-$15,000) 13 days before voting 'Yes' on Motion to Invoke Cloture: Ryan McCormack to be Under Secretary of Transportation for Policy
ONON
Angus King I ME
40
Stock Trade
BX purchase $8K
Timing
21 days before vote
Trade: Jul 21 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: Yes
Angus King bought BX ($1,001-$15,000) 21 days after voting 'Yes' on Motion to Waive Section 313(b)(1)(D) of the Congressional Budget Act Re: Merkley Amdt. No. 2446
TRADED BEFORE VOTE BX
Angus King I ME
40
Stock Trade
AMAT purchase $8K
Timing
8 days after vote
Trade: Jul 21 → Vote: Jul 29, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought AMAT ($1,001-$15,000) 8 days before voting 'No' on Motion to Invoke Cloture: William Kimmitt to be Under Secretary of Commerce for International Trade
AMAT
Angus King I ME
40
Stock Trade
AMD purchase $8K
Timing
20 days before vote
Trade: Jul 21 → Vote: Jul 1, 2025
Vote
On the Motion
Voted: Yes
Angus King bought AMD ($1,001-$15,000) 20 days after voting 'Yes' on Bennet Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TRADED BEFORE VOTE AMD
Angus King I ME
40
Stock Trade
PYPL purchase $8K
Timing
9 days after vote
Trade: Jul 21 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought PYPL ($1,001-$15,000) 9 days before voting 'No' on Motion to Invoke Cloture: Jospeh Kent to be Director of the National Counterterrorism Center, Office
PYPL
Angus King I ME
40
Stock Trade
NVDA purchase $8K
Timing
20 days before vote
Trade: Jul 21 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought NVDA ($1,001-$15,000) 20 days after voting 'Yes' on Rosen Amdt. No. 2717
TRADED BEFORE VOTE NVDA
Angus King I ME
40
Stock Trade
KEX purchase $8K
Timing
10 days after vote
Trade: Jul 21 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought KEX ($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
KEX
Angus King I ME
40
Stock Trade
ONON purchase $8K
Timing
11 days after vote
Trade: Jul 21 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought ONON ($1,001-$15,000) 11 days before voting 'Yes' on Mullin Amdt. No. 3412
ONON
Angus King I ME
40
Stock Trade
BAC purchase $8K
Timing
11 days after vote
Trade: Jul 21 → Vote: Aug 1, 2025
Vote
On the Motion
Voted: Yes
Angus King bought BAC ($1,001-$15,000) 11 days before voting 'Yes' on Motion to Waive All Applicable Budgetary Points of Order Re: Merkley Amdt. No. 3114
BAC
Mike Lee R UT
40
Stock Trade
FLL Purchase
Timing
5 days after vote
Trade: Jul 23 → Vote: Jul 28, 2025
Vote
On the Cloture Motion
Voted: Yes
Hon. Susie Lee sold FLL 5 days before voting 'Yes' on Motion to Invoke Cloture: Earl Matthews to be General Counsel of the Department of Defense
FLL
40
Stock Trade
NVDA sale
Timing
28 days before vote
Trade: Jan 14 → Vote: Dec 17, 2025
Vote
On Agreeing to the Resolution
Voted: No
Hon. Daniel Meuser sold NVDA 28 days after voting 'No' on On Agreeing to the Resolution
TRADED BEFORE VOTE NVDA
Stock Trade
CL sale $8K
Timing
16 days before vote
Trade: Jul 31 → Vote: Jul 15, 2025
Vote
On the Motion to Discharge
Voted: Yes
Shelley Moore Capito sold CL ($1,001-$15,000) 16 days after voting 'Yes' on Motion to Discharge H.R. 4 from the Committees on Appropriations and the Budget
TRADED BEFORE VOTE CL
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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