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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)

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: Yes
Angus King bought PYPL ($1,001-$15,000) 9 days before voting 'Yes' on Motion to Invoke Cloture: Gadyaces Serralta to be Director of the United States Marshals Service
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 Klobuchar Amdt. No. 2849
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: Nicholas Kent to be Under Secretary of Education
KEX
Angus King I ME
40
Stock Trade
JPM purchase $8K
Timing
20 days before vote
Trade: Jul 21 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought JPM ($1,001-$15,000) 20 days after voting 'Yes' on Kim Amdt. No. 2817
TRADED BEFORE VOTE JPM
Angus King I ME
40
Stock Trade
ONON purchase $8K
Timing
10 days after vote
Trade: Jul 21 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: No
Angus King bought ONON ($1,001-$15,000) 10 days before voting 'No' on Confirmation: Tyler Clarkson, of Virginia, to be General Counsel of the Department of Agriculture
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 Amendment
Voted: No
Angus King bought BAC ($1,001-$15,000) 11 days before voting 'No' on Scott (FL) Amdt. No. 3113, as modified
BAC
40
Stock Trade
OGN sale $8K
Timing
15 days before vote
Trade: Jul 10 → Vote: Jun 25, 2025
Vote
On the Cloture Motion
Voted: No
Gary Peters sold OGN ($1,001-$15,000) 15 days after voting 'No' on Motion to Invoke Cloture: Kenneth Kies to be an Assistant Secretary of the Treasury
TRADED BEFORE VOTE OGN
Rick Scott R FL
40
Stock Trade
GEV Sale
Timing
12 days before vote
Trade: Feb 17 → Vote: Feb 5, 2026
Vote
On the Cloture Motion
Voted: Yes
Hon. Austin Scott sold GEV 12 days after voting 'Yes' on Motion to Invoke Cloture: Justin R. Olson to be U.S. District Judge for the Southern District of Ind
TRADED BEFORE VOTE GEV
Stock Trade
MSFT purchase $175K
Timing
17 days after vote
Trade: Dec 29 → Vote: Jan 15, 2026
Vote
On Passage of the Bill
Voted: Yes
Markwayne Mullin bought MSFT ($100,001-$250,000) 17 days before voting 'Yes' on H.R. 6938
MSFT
Stock Trade
XOM sale $8K
Timing
12 days after vote
Trade: Jun 18 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
Shelley Moore Capito sold XOM ($1,001-$15,000) 12 days before voting 'No' on Wyden Motion to Commit H.R. 1 to the Committee on Finance with Instructions
XOM
Stock Trade
WFC sale $8K
Timing
13 days after vote
Trade: Jun 18 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: Yes
Shelley Moore Capito sold WFC ($1,001-$15,000) 13 days before voting 'Yes' on Blackburn Amdt. No. 2814
WFC
Stock Trade
CL sale $8K
Timing
21 days before vote
Trade: Jul 31 → Vote: Jul 10, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold CL ($1,001-$15,000) 21 days after voting 'Yes' on Motion to Invoke Cloture: Whitney D. Hermandorfer to be U.S. Circuit Judge for the Sixth Circuit
TRADED BEFORE VOTE CL
Stock Trade
PLD purchase $8K
Timing
17 days before vote
Trade: Aug 1 → Vote: Jul 15, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito bought PLD ($1,001-$15,000) 17 days after voting 'Yes' on Confirmation: Anthony Tata, of Florida, to be Under Secretary of Defense for Personnel and Readiness
TRADED BEFORE VOTE PLD
40
Stock Trade
CRM sale $8K
Timing
17 days before vote
Trade: Apr 22 → Vote: Apr 5, 2025
Vote
On the Amendment
Voted: No
John Boozman sold CRM ($1,001-$15,000) 17 days after voting 'No' on Hirono Amdt. No. 2180
TRADED BEFORE VOTE CRM
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 Johnson Amdt. No. 3428
JPM
40
Stock Trade
IVV sale $8K
Timing
15 days before vote
Trade: Aug 1 → Vote: Jul 17, 2025
Vote
On the Amendment
Voted: Yes
John Boozman sold IVV ($1,001-$15,000) 15 days after voting 'Yes' on Schmitt Admt. No. 2853
TRADED BEFORE VOTE IVV
Stock Trade
UNH purchase $75K
Timing
22 days before vote
Trade: Feb 25 → Vote: Feb 3, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought UNH ($50,001-$100,000) 22 days after voting 'Yes' on Confirmation: Nicholas Jon Ganjei, of Texas, to be U.S. District Judge for the Southern District of
TRADED BEFORE VOTE UNH
40
Stock Trade
MSFT purchase $8K
Timing
19 days before vote
Trade: Mar 30 → Vote: Mar 11, 2026
Vote
On the Amendment
Voted: Yes
John Fetterman bought MSFT ($1,001-$15,000) 19 days after voting 'Yes' on Scott (SC) Amdt. No. 4308, as amended
TRADED BEFORE VOTE MSFT
40
Stock Trade
IEI purchase $8K
Timing
16 days before vote
Trade: Aug 1 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: No
John Boozman bought IEI ($1,001-$15,000) 16 days after voting 'No' on Coons Amdt. No. 2856
TRADED BEFORE VOTE IEI
40
Stock Trade
LLY purchase $8K
Timing
20 days before vote
Trade: Aug 11 → Vote: Jul 22, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought LLY ($1,001-$15,000) 20 days after voting 'Yes' on Confirmation: Aaron Lukas, of Arkansas, to be Principal Deputy Director of National Intelligence
TRADED BEFORE VOTE LLY
40
Stock Trade
LLY purchase $8K
Timing
20 days before vote
Trade: Aug 22 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought LLY ($1,001-$15,000) 20 days after voting 'Yes' on Confirmation: Andrew Puzder, of Tennessee, to be Representative of the United States of America to t
TRADED BEFORE VOTE LLY
40
Stock Trade
MDY sale $8K
Timing
15 days before vote
Trade: Jan 23 → Vote: Jan 8, 2026
Vote
On the Nomination
Voted: Yes
John Boozman sold MDY ($1,001-$15,000) 15 days after voting 'Yes' on Confirmation: Alexander C. Van Hook, of Louisiana, to be U.S. District Judge for the Western Distric
TRADED BEFORE VOTE MDY
40
Stock Trade
IVV purchase $8K
Timing
11 days after vote
Trade: Jan 23 → Vote: Feb 3, 2026
Vote
On the Nomination
Voted: Yes
John Boozman bought IVV ($1,001-$15,000) 11 days before voting 'Yes' on Confirmation: Nicholas Jon Ganjei, of Texas, to be U.S. District Judge for the Southern District of
IVV
40
Stock Trade
AMZN purchase $8K
Timing
19 days before vote
Trade: Apr 30 → Vote: Apr 11, 2025
Vote
On the Cloture Motion
Voted: Yes
Katie Britt bought AMZN ($1,001-$15,000) 19 days after voting 'Yes' on Motion to Invoke Cloture: Lt. Gen. John D. Caine (Retired) to be Major General in the Regular Air Fo
TRADED BEFORE VOTE AMZN
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
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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