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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)

40
Stock Trade
LLY purchase $8K
Timing
20 days before vote
Trade: Aug 22 → Vote: Aug 2, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought LLY ($1,001-$15,000) 20 days after voting 'Yes' on Motion to Invoke Cloture: Jason Reding Quinones to be United States Attorney for the Southern Distri
TRADED BEFORE VOTE LLY
40
Stock Trade
MDY sale $8K
Timing
17 days before vote
Trade: Jan 23 → Vote: Jan 6, 2026
Vote
On the Nomination
Voted: Yes
John Boozman sold MDY ($1,001-$15,000) 17 days after voting 'Yes' on Confirmation: Sara Bailey, of Texas, to be Director of National Drug Control Policy
TRADED BEFORE VOTE MDY
40
Stock Trade
GEM purchase $8K
Timing
13 days after vote
Trade: Jan 23 → Vote: Feb 5, 2026
Vote
On the Nomination
Voted: Yes
John Boozman bought GEM ($1,001-$15,000) 13 days before voting 'Yes' on Confirmation: Justin R. Olson, of Indiana, to be U.S. District Judge for the Southern District of In
GEM
40
Stock Trade
PG sale $8K
Timing
15 days before vote
Trade: Feb 26 → Vote: Feb 11, 2026
Vote
On the Motion to Proceed
Voted: Yes
John Boozman sold PG ($1,001-$15,000) 15 days after voting 'Yes' on Motion to Proceed to H. J. Res. 142
TRADED BEFORE VOTE PG
40
Stock Trade
AMZN purchase $8K
Timing
19 days before vote
Trade: Apr 30 → Vote: Apr 11, 2025
Vote
On the Nomination
Voted: Yes
Katie Britt bought AMZN ($1,001-$15,000) 19 days after voting 'Yes' on Confirmation: Lt. Gen. John D. Caine (Retired) to be General and Chairman of the Joint Chiefs of Sta
TRADED BEFORE VOTE AMZN
Stock Trade
HTGC sale $75K
Timing
26 days before vote
Trade: Jan 12 → Vote: Dec 17, 2025
Vote
On Motion to Recommit
Voted: No
Virginia Foxx sold HTGC ($50,001-$100,000) 26 days after voting 'No' on On Motion to Recommit
TRADED BEFORE VOTE HTGC
Stock Trade
WMT purchase $75K
Timing
29 days before vote
Trade: Jan 13 → Vote: Dec 15, 2025
Vote
On Motion to Suspend the Rules and Pass, as Amended
Voted: Yes
Jonathan Jackson bought WMT ($50,001-$100,000) 29 days after voting 'Yes' on On Motion to Suspend the Rules and Pass, as Amended
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 Gallego Motion to Commit H.R. 1 to the Committee on Finance with Instructions
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 425(a)(2) of the CBA re: H.R. 1
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: No
Angus King bought AMD ($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 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 Nomination
Voted: No
Angus King bought PYPL ($1,001-$15,000) 8 days before voting 'No' on Confirmation: Earl Matthews, of Virginia, to be General Counsel of the Department of Defense
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: No
Angus King bought NVDA ($1,001-$15,000) 20 days after voting 'No' on Amdt. No. 2360, as Amended
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 Nomination
Voted: No
Angus King bought KEX ($1,001-$15,000) 9 days before voting 'No' on Confirmation: Thomas Gaiser, of Ohio, to be an Assistant Attorney General
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 Blackburn Amdt. No. 2814
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: Cheryl Mason, of North Carolina, to be Inspector General, Department of Veterans Affai
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 Collins Amdt. No. 3411, as amended
BAC
40
Stock Trade
OGN sale $8K
Timing
16 days before vote
Trade: Jul 10 → Vote: Jun 24, 2025
Vote
On the Cloture Motion
Voted: No
Gary Peters sold OGN ($1,001-$15,000) 16 days after voting 'No' on Motion to Invoke Cloture: Paul Dabbar to be Deputy Secretary of Commerce
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 Nomination
Voted: Yes
Hon. Austin Scott sold GEV 13 days after voting 'Yes' on Confirmation: Aaron Christian Peterson, of Alaska, to be United States District Judge for the Distri
TRADED BEFORE VOTE GEV
Stock Trade
MSFT 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 MSFT ($100,001-$250,000) 15 days before voting 'No' on Motion to Proceed to S.J. Res. 84
MSFT
Stock Trade
IRM sale $8K
Timing
8 days after vote
Trade: Feb 4 → Vote: Feb 12, 2026
Vote
On the Joint Resolution
Voted: Yes
Markwayne Mullin sold IRM ($1,001-$15,000) 8 days before voting 'Yes' on H. J. Res. 142
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 Lujan 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 Hickenlooper Amdt. No. 2719
WFC
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: Joseph Edlow, of Maryland, to be Director of U.S. Citizenship and Immigration Services
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 Sanders Amdt. No. 2126
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 Joint Resolution
Voted: Yes
John Boozman bought HD ($1,001-$15,000) 15 days after voting 'Yes' on S.J.Res. 31
TRADED BEFORE VOTE HD
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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