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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
UNH purchase $75K
Timing
26 days before vote
Trade: Feb 25 → Vote: Jan 30, 2026
Vote
On the Motion to Table
Voted: No
Markwayne Mullin bought UNH ($50,001-$100,000) 26 days after voting 'No' on Motion to Table Lee Amdt. No. 4286
TRADED BEFORE VOTE UNH
40
Stock Trade
IEI purchase $8K
Timing
17 days before vote
Trade: Aug 1 → Vote: Jul 15, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought IEI ($1,001-$15,000) 17 days after voting 'Yes' on Motion to Invoke Cloture: Anthony Tata to be Under Secretary of Defense for Personnel and Readiness
TRADED BEFORE VOTE IEI
40
Stock Trade
LLY purchase $8K
Timing
20 days before vote
Trade: Aug 22 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought LLY ($1,001-$15,000) 20 days after voting 'Yes' on Confirmation: Jeanine Pirro, of New York, to be United States Attorney for the District of Columbia
TRADED BEFORE VOTE LLY
40
Stock Trade
GEM purchase $8K
Timing
12 days after vote
Trade: Jan 23 → Vote: Feb 4, 2026
Vote
On the Nomination
Voted: Yes
John Boozman bought GEM ($1,001-$15,000) 12 days before voting 'Yes' on Confirmation: Megan Blair Benton, of Missouri, to be U.S. District Judge for the Western District of
GEM
40
Stock Trade
PYPL purchase $8K
Timing
17 days before vote
Trade: Jan 29 → Vote: Jan 12, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
John Boozman bought PYPL ($1,001-$15,000) 17 days after voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 6938
TRADED BEFORE VOTE PYPL
40
Stock Trade
PG sale $8K
Timing
17 days before vote
Trade: Feb 26 → Vote: Feb 9, 2026
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold PG ($1,001-$15,000) 17 days after voting 'Yes' on Motion to Invoke Cloture: Daniel E. Burrows to be an Assistant Attorney General
TRADED BEFORE VOTE PG
40
Stock Trade
AMZN purchase $8K
Timing
21 days before vote
Trade: Apr 30 → Vote: Apr 9, 2025
Vote
On the Cloture Motion
Voted: Yes
Katie Britt bought AMZN ($1,001-$15,000) 21 days after voting 'Yes' on Motion to Invoke Cloture: Paul Atkins to be a Member of the Securities and Exchange Commission
TRADED BEFORE VOTE AMZN
Stock Trade
HTGC sale $75K
Timing
26 days before vote
Trade: Jan 12 → Vote: Dec 17, 2025
Vote
On Passage
Voted: Yes
Virginia Foxx sold HTGC ($50,001-$100,000) 26 days after voting 'Yes' on On Passage
TRADED BEFORE VOTE HTGC
Stock Trade
TMUS sale $75K
Timing
26 days before vote
Trade: Jan 13 → Vote: Dec 18, 2025
Vote
On Agreeing to the Amendment
Voted: No
Jonathan Jackson sold TMUS ($50,001-$100,000) 26 days after voting 'No' on On Agreeing to the Amendment
TRADED BEFORE VOTE TMUS
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 Schiff Motion to Commit H.R. 1 to the Committee on Agriculture, Nutrition, and Forestry with Instruc
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: Yes
Angus King bought BX ($1,001-$15,000) 21 days after voting 'Yes' on Lujan 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: 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: Amdt. No. 2401
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: Susan Monarez to be Director of the Centers for Disease Control and Preven
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 Warnock 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: Tyler Clarkson to be General Counsel of the Department of Agriculture
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 Shaheen Amdt. No. 2564
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: Andrea Lucas, of Virginia, to be a Member of the Equal Employment Opportunity Commissi
ONON
Angus King I ME
40
Stock Trade
UBER purchase $8K
Timing
20 days before vote
Trade: Jul 21 → Vote: Jul 1, 2025
Vote
On the Motion
Voted: Yes
Angus King bought UBER ($1,001-$15,000) 20 days after voting 'Yes' on Motion to Waive All Applicable Budgetary Discipline Re: Kennedy Amdt. No. 2775
TRADED BEFORE VOTE UBER
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 Nomination
Voted: No
Angus King bought BAC ($1,001-$15,000) 11 days before voting 'No' on Confirmation: David Woll, of Virginia, to be General Counsel of the Department of Housing and Urban
BAC
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: Brian Charles Lea to be U.S. District Judge for the Western District of Te
TRADED BEFORE VOTE GEV
Stock Trade
SPG Purchase
Timing
7 days after vote
Trade: Apr 3 → Vote: Apr 10, 2025
Vote
On Motion to Recommit
Voted: No
Hon. Victoria Spartz sold SPG 7 days before voting 'No' on On Motion to Recommit
SPG
Stock Trade
PPG sale $8K
Timing
15 days before vote
Trade: Jul 30 → Vote: Jul 15, 2025
Vote
On the Motion to Discharge
Voted: Yes
Shelley Moore Capito sold PPG ($1,001-$15,000) 15 days after voting 'Yes' on Motion to Discharge H.R. 4 from the Committees on Appropriations and the Budget
TRADED BEFORE VOTE PPG
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 Kaine Motion to Commit H.R. 1 to the Committee on Homeland Security and Governmental Affairs with In
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 Van Hollen Amdt. No. 2585
WFC
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 Markey Amdt. No. 1529
TRADED BEFORE VOTE CRM
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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