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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
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 Motion to Waive Section 313(b)(1)(A) of the Congressional Budget Act Re: Kennedy Amdt. No. 2772
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 All Applicable Budgetary Discipline Re: Kennedy Amdt. No. 2775
WFC
Stock Trade
CL sale $8K
Timing
16 days before vote
Trade: Jul 31 → Vote: Jul 15, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold CL ($1,001-$15,000) 16 days after voting 'Yes' on Motion to Invoke Cloture: Joseph Edlow to be Director of U.S. Citizenship and Immigration Services,
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 Schiff Amdt. No. 2862
TRADED BEFORE VOTE PLD
Stock Trade
SBUX sale $8K
Timing
8 days after vote
Trade: Jan 28 → Vote: Feb 5, 2026
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito sold SBUX ($1,001-$15,000) 8 days before voting 'Yes' on Confirmation: Brian Charles Lea, of Tennessee, to be U.S. District Judge for the Western District of
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 Murphy Amdt. No. 3447
JPM
40
Stock Trade
PALL sale $8K
Timing
18 days before vote
Trade: Aug 1 → Vote: Jul 14, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold PALL ($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 PALL
40
Stock Trade
IVV sale $8K
Timing
15 days before vote
Trade: Aug 1 → Vote: Jul 17, 2025
Vote
On the Motion to Table
Voted: Yes
John Boozman sold IVV ($1,001-$15,000) 15 days after voting 'Yes' on Motion to Table Amdt. No. 2893
TRADED BEFORE VOTE IVV
Stock Trade
AIT sale $8K
Timing
20 days before vote
Trade: Feb 4 → Vote: Jan 15, 2026
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin sold AIT ($1,001-$15,000) 20 days after voting 'Yes' on Motion to Invoke Cloture: 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: Cristian M. Stevens to be U.S. District Judge for the Eastern District of
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 Motion to Proceed
Voted: Yes
John Boozman bought LLY ($1,001-$15,000) 20 days after voting 'Yes' on Motion to Proceed to Executive Session to consider Emil J. Bove III
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 Cloture Motion
Voted: Yes
John Boozman bought IVV ($1,001-$15,000) 12 days before voting 'Yes' on Motion to Invoke Cloture: Megan Blair Benton to be U.S. District Judge for the Western District of M
IVV
Stock Trade
HTGC sale $75K
Timing
25 days before vote
Trade: Jan 12 → Vote: Dec 18, 2025
Vote
On Motion to Recommit
Voted: No
Virginia Foxx sold HTGC ($50,001-$100,000) 25 days after voting 'No' on On Motion to Recommit
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 Gallego Motion to Commit H.R. 1 to the Committee on Finance 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 Passage
Voted: No
Jonathan Jackson bought WMT ($50,001-$100,000) 27 days after voting 'No' on On Passage
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: No
Angus King sold TMO ($1,001-$15,000) 21 days after voting 'No' on Motion to Waive Section 425(a)(2) of the CBA re: H.R. 1
TRADED BEFORE VOTE TMO
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: No
Angus King bought BX ($1,001-$15,000) 21 days after voting 'No' on Motion to Waive Section 313(b)(1)(D) of the CBA Re: Cornyn Amdt. No. 2705
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 Nomination
Voted: No
Angus King bought AMAT ($1,001-$15,000) 8 days before voting 'No' on Confirmation: Earl Matthews, of Virginia, to be General Counsel of the Department of Defense
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 Amdt. No. 2360, as Amended
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 Nomination
Voted: No
Angus King bought PYPL ($1,001-$15,000) 9 days before voting 'No' on Confirmation: Thomas Gaiser, of Ohio, 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 Blackburn Amdt. No. 2814
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: No
Angus King bought KEX ($1,001-$15,000) 10 days before voting 'No' on Confirmation: Cheryl Mason, of North Carolina, to be Inspector General, Department of Veterans Affai
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 Collins Amdt. No. 3411, as amended
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 Cloture Motion
Voted: No
Angus King bought BAC ($1,001-$15,000) 11 days before voting 'No' on Motion to Invoke Cloture: Luigi Rinaldi to be Ambassador Extraordinary and Plenipotentiary of the Un
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 Nomination
Voted: Yes
Hon. Susie Lee sold FLL 5 days before voting 'Yes' on Confirmation: David Wright, of South Carolina, to be a Member of the Nuclear Regulatory Commission
FLL
Explore More Data
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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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