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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
NVDA purchase $175K
Timing
15 days after vote
Trade: Dec 29 → Vote: Jan 13, 2026
Vote
On the Motion to Proceed
Voted: No
Markwayne Mullin bought NVDA ($100,001-$250,000) 15 days before voting 'No' on Motion to Proceed to S.J. Res. 84
NVDA
Stock Trade
MSFT sale $8K
Timing
9 days after vote
Trade: Jun 18 → Vote: Jun 27, 2025
Vote
On the Motion to Discharge
Voted: No
Shelley Moore Capito sold MSFT ($1,001-$15,000) 9 days before voting 'No' on Motion to Discharge S.J. Res. 59 from the Committee on Foreign Relations
MSFT
Stock Trade
XOM sale $8K
Timing
13 days after vote
Trade: Jun 18 → Vote: Jul 1, 2025
Vote
On Passage of the Bill
Voted: Yes
Shelley Moore Capito sold XOM ($1,001-$15,000) 13 days before voting 'Yes' on H.R. 1, as Amended
XOM
Stock Trade
CB sale $8K
Timing
17 days before vote
Trade: Jul 17 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
Shelley Moore Capito sold CB ($1,001-$15,000) 17 days after voting 'No' on Padilla Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TRADED BEFORE VOTE CB
Stock Trade
MSFT sale $8K
Timing
20 days before vote
Trade: Jul 18 → Vote: Jun 28, 2025
Vote
On the Motion to Proceed
Voted: Yes
Shelley Moore Capito sold MSFT ($1,001-$15,000) 20 days after voting 'Yes' on Motion to Proceed to H.R. 1
TRADED BEFORE VOTE MSFT
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 Coons Amdt. No. 2856
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: Joshua M. Divine to be U.S. District Judge for the Eastern and Western Dis
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: Adam Telle, of Mississippi, to be an Assistant Secretary of the Army
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 Schiff Amdt. No. 2862
TRADED BEFORE VOTE PALL
40
Stock Trade
VNQI purchase $8K
Timing
17 days before vote
Trade: Aug 1 → Vote: Jul 15, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought VNQI ($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 VNQI
40
Stock Trade
GOOG purchase $8K
Timing
18 days before vote
Trade: Mar 30 → Vote: Mar 12, 2026
Vote
On Passage of the Bill
Voted: Yes
John Fetterman bought GOOG ($1,001-$15,000) 18 days after voting 'Yes' on H.R. 6644, as amended
TRADED BEFORE VOTE GOOG
40
Stock Trade
LLY purchase $8K
Timing
19 days before vote
Trade: Aug 11 → Vote: Jul 23, 2025
Vote
On the Motion to Proceed
Voted: Yes
John Boozman bought LLY ($1,001-$15,000) 19 days after voting 'Yes' on Motion to Proceed to H.R. 3944
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 Amendment
Voted: Yes
John Boozman sold PG ($1,001-$15,000) 13 days before voting 'Yes' on Scott (SC) Amdt. No. 4308, 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: No
Angus King bought META ($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 META
Stock Trade
WMT purchase $75K
Timing
27 days before vote
Trade: Jan 13 → Vote: Dec 17, 2025
Vote
On Motion to Recommit
Voted: Yes
Jonathan Jackson bought WMT ($50,001-$100,000) 27 days after voting 'Yes' on On Motion to Recommit
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 313(b)(1)(D) of the CBA Re: Cornyn Amdt. No. 2705
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: Earl Matthews, of Virginia, to be General Counsel of the Department of Defense
XOM
Angus King I ME
40
Stock Trade
PYPL 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 PYPL ($1,001-$15,000) 15 days after voting 'No' on Motion to Invoke Cloture: Motion to Proceed to H.R. 7148
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 Amendment
Voted: No
Angus King bought BX ($1,001-$15,000) 20 days after voting 'No' on Amdt. No. 2360, as Amended
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 Nomination
Voted: No
Angus King bought AMAT ($1,001-$15,000) 9 days before voting 'No' on Confirmation: Thomas Gaiser, of Ohio, to be an Assistant Attorney General
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 Blackburn Amdt. No. 2814
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 Nomination
Voted: No
Angus King bought PYPL ($1,001-$15,000) 10 days before voting 'No' on Confirmation: Cheryl Mason, of North Carolina, to be Inspector General, Department of Veterans Affai
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 Collins Amdt. No. 3411, as amended
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 Cloture Motion
Voted: No
Angus King bought ONON ($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
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: No
Angus King bought BAC ($1,001-$15,000) 12 days before voting 'No' on Confirmation: John Arrigo, of Florida, to be Ambassador of the United States of America to the Portu
BAC
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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