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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
CL sale $8K
Timing
15 days before vote
Trade: Jul 31 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: No
Shelley Moore Capito sold CL ($1,001-$15,000) 15 days after voting 'No' on Baldwin Amdt. No. 2855
TRADED BEFORE VOTE CL
Stock Trade
PLD purchase $8K
Timing
15 days before vote
Trade: Aug 1 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito bought PLD ($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 PLD
40
Stock Trade
JPM sale $8K
Timing
9 days after vote
Trade: Jul 24 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold JPM ($1,001-$15,000) 9 days before voting 'Yes' on Confirmation: Marcus Molinaro, of New York, to be Federal Transit Administrator
JPM
40
Stock Trade
PALL sale $8K
Timing
16 days before vote
Trade: Aug 1 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: No
John Boozman sold PALL ($1,001-$15,000) 16 days after voting 'No' on Rosen Amdt. No. 2878
TRADED BEFORE VOTE PALL
40
Stock Trade
VNQI purchase $8K
Timing
18 days before vote
Trade: Aug 1 → Vote: Jul 14, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought VNQI ($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 VNQI
40
Stock Trade
GOOG purchase $8K
Timing
18 days before vote
Trade: Mar 30 → Vote: Mar 12, 2026
Vote
On the Cloture Motion
Voted: Yes
John Fetterman bought GOOG ($1,001-$15,000) 18 days after voting 'Yes' on Motion to Invoke Cloture Re: Motion to Proceed to H.R. 7147
TRADED BEFORE VOTE GOOG
40
Stock Trade
IEI purchase $8K
Timing
15 days before vote
Trade: Aug 1 → Vote: Jul 17, 2025
Vote
On the Motion to Table
Voted: Yes
John Boozman bought IEI ($1,001-$15,000) 15 days after voting 'Yes' on Motion to Table Amdt. No. 2893
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 Nomination
Voted: Yes
John Boozman bought LLY ($1,001-$15,000) 19 days after voting 'Yes' on Confirmation: Arielle Roth, of the District of Columbia, to be Assistant Secretary of Communications
TRADED BEFORE VOTE LLY
40
Stock Trade
PG sale $8K
Timing
13 days after vote
Trade: Feb 26 → Vote: Mar 11, 2026
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold PG ($1,001-$15,000) 13 days before voting 'Yes' on Motion to Invoke Cloture: H.R. 6644 as amended
PG
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 Wyden 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: Yes
Angus King sold TMO ($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 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 Cloture Motion
Voted: No
Angus King bought XOM ($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
XOM
Angus King I ME
40
Stock Trade
PYPL sale $8K
Timing
17 days before vote
Trade: Feb 13 → Vote: Jan 27, 2026
Vote
On Cloture on the Motion to Proceed
Voted: No
Angus King sold PYPL ($1,001-$15,000) 17 days after voting 'No' on Motion to Invoke Cloture on the Motion to Proceed to S. 3627
TRADED BEFORE VOTE PYPL
Angus King I ME
40
Stock Trade
BX purchase $8K
Timing
20 days before vote
Trade: Jul 21 → Vote: Jul 1, 2025
Vote
On the Motion
Voted: Yes
Angus King bought BX ($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 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: Jospeh Kent to be Director of the National Counterterrorism Center, Office
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: Yes
Angus King bought AMD ($1,001-$15,000) 20 days after voting 'Yes' on Rosen Amdt. No. 2717
TRADED BEFORE VOTE AMD
Angus King I ME
40
Stock Trade
PYPL purchase $8K
Timing
10 days after vote
Trade: Jul 21 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought PYPL ($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
PYPL
Angus King I ME
40
Stock Trade
KEX purchase $8K
Timing
11 days after vote
Trade: Jul 21 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought KEX ($1,001-$15,000) 11 days before voting 'Yes' on Mullin Amdt. No. 3412
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 Motion
Voted: Yes
Angus King bought ONON ($1,001-$15,000) 11 days before voting 'Yes' on Motion to Waive All Applicable Budgetary Points of Order Re: Merkley Amdt. No. 3114
ONON
Angus King I ME
40
Stock Trade
BAC purchase $8K
Timing
12 days after vote
Trade: Jul 21 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
Angus King bought BAC ($1,001-$15,000) 12 days before voting 'Yes' on Confirmation: Sean Cairncross, of Minnesota, to be National Cyber Director
BAC
Mike Lee R UT
40
Stock Trade
FLL Purchase
Timing
6 days after vote
Trade: Jul 23 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
Hon. Susie Lee sold FLL 6 days before voting 'Yes' on Confirmation: William Kimmitt, of Virginia, to be Under Secretary of Commerce for International Trad
FLL
Ron Wyden D OR
40
Stock Trade
PFE sale $8K
Timing
9 days after vote
Trade: Jun 3 → Vote: Jun 12, 2025
Vote
On the Motion to Table
Voted: Yes
Ron Wyden sold PFE ($1,001-$15,000) 9 days before voting 'Yes' on Motion to Table Amdt. No. 2310
PFE
Stock Trade
DUK Purchase
Timing
8 days before vote
Trade: Sep 11 → Vote: Sep 3, 2025
Vote
On Agreeing to the Amendment
Voted: Yes
Hon. Marjorie Taylor Greene sold DUK 8 days after voting 'Yes' on On Agreeing to the Amendment
TRADED BEFORE VOTE DUK
40
Stock Trade
NVDA Sale
Timing
27 days before vote
Trade: Jan 14 → Vote: Dec 18, 2025
Vote
On Passage
Voted: Yes
Hon. Daniel Meuser sold NVDA 27 days after voting 'Yes' on On Passage
TRADED BEFORE VOTE NVDA
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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