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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)

Ron Wyden D OR
40
Stock Trade
PFE sale $8K
Timing
8 days after vote
Trade: Jun 3 → Vote: Jun 11, 2025
Vote
On the Motion to Discharge
Voted: Yes
Ron Wyden sold PFE ($1,001-$15,000) 8 days before voting 'Yes' on Motion to Discharge: S.J. Res. 54
PFE
40
Stock Trade
NVDA sale
Timing
28 days before vote
Trade: Jan 14 → Vote: Dec 17, 2025
Vote
On Agreeing to the Resolution
Voted: Yes
Hon. Daniel Meuser sold NVDA 28 days after voting 'Yes' on On Agreeing to the Resolution
TRADED BEFORE VOTE NVDA
Stock Trade
CL sale $8K
Timing
15 days before vote
Trade: Jul 31 → Vote: Jul 16, 2025
Vote
On the Motion to Recommit
Voted: No
Shelley Moore Capito sold CL ($1,001-$15,000) 15 days after voting 'No' on Kaine Motion to Recommit H.R. 4 to the Committee on Appropriations with Instructions
TRADED BEFORE VOTE CL
Stock Trade
XOM sale $8K
Timing
12 days after vote
Trade: Jun 18 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: Yes
Shelley Moore Capito sold XOM ($1,001-$15,000) 12 days before voting 'Yes' on Motion to Waive Section 313 (b)(1)(D) of the CBA Re: Amdt. No. 2401
XOM
Stock Trade
WFC sale $8K
Timing
13 days after vote
Trade: Jun 18 → Vote: Jul 1, 2025
Vote
On the Motion
Voted: Yes
Shelley Moore Capito sold WFC ($1,001-$15,000) 13 days before voting 'Yes' on Motion to Waive Section 302(f) of the CBA Re: Collins Amdt. No. 2812
WFC
Stock Trade
CL sale $8K
Timing
16 days before vote
Trade: Jul 31 → Vote: Jul 15, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito sold CL ($1,001-$15,000) 16 days after voting 'Yes' on Confirmation: Anthony Tata, of Florida, to be Under Secretary of Defense for Personnel and Readiness
TRADED BEFORE VOTE CL
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 Baldwin Amdt. No. 2855
TRADED BEFORE VOTE PLD
Stock Trade
SBUX sale $8K
Timing
12 days after vote
Trade: Jan 28 → Vote: Feb 9, 2026
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold SBUX ($1,001-$15,000) 12 days before voting 'Yes' on Motion to Invoke Cloture: Daniel E. Burrows to be an Assistant Attorney General
SBUX
40
Stock Trade
JPM sale $8K
Timing
8 days after vote
Trade: Jul 24 → Vote: Aug 1, 2025
Vote
On the Motion
Voted: No
John Boozman sold JPM ($1,001-$15,000) 8 days before voting 'No' on Motion to Waive All Applicable Budgetary Points of Order Re: Merkley Amdt. No. 3114
JPM
40
Stock Trade
PALL sale $8K
Timing
17 days before vote
Trade: Aug 1 → Vote: Jul 15, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold PALL ($1,001-$15,000) 17 days after voting 'Yes' on Confirmation: Joseph Edlow, of Maryland, to be Director of U.S. Citizenship and Immigration Services
TRADED BEFORE VOTE PALL
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: Joshua M. Divine to be U.S. District Judge for the Eastern and Western Dis
TRADED BEFORE VOTE IEI
40
Stock Trade
LLY purchase $8K
Timing
19 days before vote
Trade: Aug 11 → Vote: Jul 23, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought LLY ($1,001-$15,000) 19 days after voting 'Yes' on Motion to Invoke Cloture: Matthew Lohmeier to be Under Secretary of the Air Force
TRADED BEFORE VOTE LLY
40
Stock Trade
FTGC purchase $8K
Timing
18 days before vote
Trade: Jan 23 → Vote: Jan 5, 2026
Vote
On the Nomination
Voted: Yes
John Boozman bought FTGC ($1,001-$15,000) 18 days after voting 'Yes' on Confirmation: Keith Bass, of Texas, to be an Assistant Secretary of Defense
TRADED BEFORE VOTE FTGC
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: Aaron Christian Peterson, of Alaska, to be United States District Judge for the Distri
IVV
Stock Trade
HTGC sale $75K
Timing
25 days before vote
Trade: Jan 12 → Vote: Dec 18, 2025
Vote
On Agreeing to the Amendment
Voted: Yes
Virginia Foxx sold HTGC ($50,001-$100,000) 25 days after voting 'Yes' on On Agreeing to the Amendment
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 Blumenthal Motion to Commit H.R. 1 to the Committee on Armed Services with Instructions
TRADED BEFORE VOTE META
Stock Trade
WMT purchase $75K
Timing
27 days before vote
Trade: Jan 13 → Vote: Dec 17, 2025
Vote
On Agreeing to the Resolution
Voted: Yes
Jonathan Jackson bought WMT ($50,001-$100,000) 27 days after voting 'Yes' on On Agreeing to the Resolution
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 Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TRADED BEFORE VOTE TMO
Angus King I ME
40
Stock Trade
XOM purchase $8K
Timing
8 days after vote
Trade: Jul 21 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: No
Angus King bought XOM ($1,001-$15,000) 8 days before voting 'No' on Confirmation: Emil Bove III, of Pennsylvania, to be United States Circuit Judge for the Third Circui
XOM
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 302(F) of the CBA Re: Amdt. No. 2414
TRADED BEFORE VOTE BX
Angus King I ME
40
Stock Trade
AMAT purchase $8K
Timing
9 days after vote
Trade: Jul 21 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought AMAT ($1,001-$15,000) 9 days before voting 'No' on Motion to Invoke Cloture: Matthew Kozma to be Under Secretary for Intelligence and Analysis, Departm
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 Amendment
Voted: No
Angus King bought AMD ($1,001-$15,000) 20 days after voting 'No' on Graham Amdt. No. 2848
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: Thomas Gaiser to be an Assistant Attorney General
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 Sanders Amdt. No. 2435
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 Nomination
Voted: Yes
Angus King bought KEX ($1,001-$15,000) 10 days before voting 'Yes' on Confirmation: Gadyaces Serralta, of Florida, to be Director of the United States Marshals Service
KEX
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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