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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
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 Hassan Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TRADED BEFORE VOTE TMO
Angus King I ME
40
Stock Trade
NFLX sale $8K
Timing
15 days before vote
Trade: Feb 13 → Vote: Jan 29, 2026
Vote
On Cloture on the Motion to Proceed
Voted: No
Angus King sold NFLX ($1,001-$15,000) 15 days after voting 'No' on Motion to Invoke Cloture: Motion to Proceed to H.R. 7148
TRADED BEFORE VOTE NFLX
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 Wyden Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TRADED BEFORE VOTE BX
Angus King I ME
40
Stock Trade
AMD purchase $8K
Timing
21 days before vote
Trade: Jul 21 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: Yes
Angus King bought AMD ($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 AMD
Angus King I ME
40
Stock Trade
PYPL purchase $8K
Timing
8 days after vote
Trade: Jul 21 → Vote: Jul 29, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought PYPL ($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
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 Motion
Voted: Yes
Angus King bought NVDA ($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 NVDA
Angus King I ME
40
Stock Trade
KEX purchase $8K
Timing
9 days after vote
Trade: Jul 21 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought KEX ($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
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 Rosen Amdt. No. 2717
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 Cloture Motion
Voted: No
Angus King bought ONON ($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
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: Yes
Angus King bought BAC ($1,001-$15,000) 11 days before voting 'Yes' on Mullin Amdt. No. 3412
BAC
40
Stock Trade
OGN sale $8K
Timing
17 days before vote
Trade: Jul 10 → Vote: Jun 23, 2025
Vote
On the Cloture Motion
Voted: No
Gary Peters sold OGN ($1,001-$15,000) 17 days after voting 'No' on Motion to Invoke Cloture: Daniel Zimmerman to be an Assistant Secretary of Defense
TRADED BEFORE VOTE OGN
Rick Scott R FL
40
Stock Trade
GEV Sale
Timing
13 days before vote
Trade: Feb 17 → Vote: Feb 4, 2026
Vote
On the Cloture Motion
Voted: Yes
Hon. Austin Scott sold GEV 13 days after voting 'Yes' on Motion to Invoke Cloture: Megan Blair Benton to be U.S. District Judge for the Western District of M
TRADED BEFORE VOTE GEV
Stock Trade
IRM sale $8K
Timing
8 days after vote
Trade: Feb 4 → Vote: Feb 12, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Markwayne Mullin sold IRM ($1,001-$15,000) 8 days before voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 7147
IRM
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 Reed 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: No
Shelley Moore Capito sold WFC ($1,001-$15,000) 13 days before voting 'No' on Shaheen Amdt. No. 2564
WFC
Stock Trade
PLD purchase $8K
Timing
18 days before vote
Trade: Aug 1 → Vote: Jul 14, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito bought PLD ($1,001-$15,000) 18 days after voting 'Yes' on Confirmation: Whitney D. Hermandorfer, of Tennessee, to be United States Circuit Judge for the Sixth
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 Motion
Voted: No
John Boozman sold CRM ($1,001-$15,000) 17 days after voting 'No' on Motion to Waive Section 305(b)(2) of the CBA re: Cortez Masto Amdt. No. 1690
TRADED BEFORE VOTE CRM
40
Stock Trade
HD purchase $8K
Timing
15 days before vote
Trade: May 16 → Vote: May 1, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought HD ($1,001-$15,000) 15 days after voting 'Yes' on Motion to Invoke Cloture: Frank Bisignano to be Commissioner of the Social Security Administration
TRADED BEFORE VOTE HD
40
Stock Trade
ATO purchase $8K
Timing
19 days before vote
Trade: May 20 → Vote: May 1, 2025
Vote
On the Joint Resolution
Voted: Yes
John Boozman bought ATO ($1,001-$15,000) 19 days after voting 'Yes' on S.J.Res. 31
TRADED BEFORE VOTE ATO
40
Stock Trade
GIGB purchase $8K
Timing
20 days before vote
Trade: Jul 8 → Vote: Jun 18, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought GIGB ($1,001-$15,000) 20 days after voting 'Yes' on Confirmation: Olivia Trusty, of Maryland, to be a Member of the Federal Communications Commission (R
TRADED BEFORE VOTE GIGB
40
Stock Trade
JPM sale $8K
Timing
8 days after vote
Trade: Jul 24 → Vote: Aug 1, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold JPM ($1,001-$15,000) 8 days before voting 'Yes' on Confirmation: Luigi Rinaldi, of New York, to be Ambassador of the United States of America to the Or
JPM
40
Stock Trade
IVV sale $8K
Timing
15 days before vote
Trade: Aug 1 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold IVV ($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 IVV
Stock Trade
UNH purchase $75K
Timing
26 days before vote
Trade: Feb 25 → Vote: Jan 30, 2026
Vote
On the Amendment
Voted: No
Markwayne Mullin bought UNH ($50,001-$100,000) 26 days after voting 'No' on Paul Amdt. No. 4272
TRADED BEFORE VOTE UNH
40
Stock Trade
MSFT purchase $8K
Timing
20 days before vote
Trade: Mar 30 → Vote: Mar 10, 2026
Vote
On the Cloture Motion
Voted: Yes
John Fetterman bought MSFT ($1,001-$15,000) 20 days after voting 'Yes' on Motion to Invoke Cloture Re: Amdt. No. 4308
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 Rosen Amdt. No. 2878
TRADED BEFORE VOTE IEI
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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