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STOCK TRADE ↔ VOTE CORRELATIONS
30,326
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.

30,326
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 (9249)
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)
45.5 avg (774 trades)
46.2 avg (705 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 (30326 found)

Stock Trade
META purchase $8K
Timing
3 days after vote
Trade: Jul 29 → Vote: Aug 1, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito bought META ($1,001-$15,000) 3 days before voting 'Yes' on Confirmation: Luigi Rinaldi, of New York, to be Ambassador of the United States of America to the Or
TIGHT TIMING META
50
Stock Trade
HYG sale $8K
Timing
8 days before vote
Trade: Jul 8 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
John Boozman sold HYG ($1,001-$15,000) 8 days after voting 'No' on Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TRADED BEFORE VOTE HYG
50
Stock Trade
JPM sale $8K
Timing
24 days before vote
Trade: Jul 24 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
John Boozman sold JPM ($1,001-$15,000) 24 days after voting 'No' on Wyden Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TRADED BEFORE VOTE JPM
50
Stock Trade
VEA sale $8K
Timing
9 days before vote
Trade: Aug 1 → Vote: Jul 23, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold VEA ($1,001-$15,000) 9 days after voting 'Yes' on Confirmation: Zachary M. Bluestone, of Missouri, to be U.S. District Judge for the Eastern District
TRADED BEFORE VOTE VEA
50
Stock Trade
WWSYX purchase $8K
Timing
10 days before vote
Trade: Aug 1 → Vote: Jul 22, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought WWSYX ($1,001-$15,000) 10 days after voting 'Yes' on Confirmation: Joshua M. Divine, of Missouri, to be United States District Judge for the Eastern and
TRADED BEFORE VOTE WWSYX
50
Stock Trade
MBB purchase $8K
Timing
7 days after vote
Trade: Jan 23 → Vote: Jan 30, 2026
Vote
On the Motion
Voted: No
John Boozman bought MBB ($1,001-$15,000) 7 days before voting 'No' on Motion to Waive All Applicable Budgetary Discipline Re: Merkley Amdt. No. 4287
MBB
50
Stock Trade
NTAP purchase $8K
Timing
5 days after vote
Trade: Feb 27 → Vote: Mar 4, 2026
Vote
On the Motion to Proceed
Voted: Yes
John Boozman bought NTAP ($1,001-$15,000) 5 days before voting 'Yes' on Motion to Proceed to H.R. 6644
NTAP
50
Stock Trade
NVDA sale $8K
Timing
28 days before vote
Trade: Jan 14 → Vote: Dec 17, 2025
Vote
On Agreeing to the Resolution
Voted: No
Daniel Meuser sold NVDA ($1,001-$15,000) 28 days after voting 'No' on On Agreeing to the Resolution
TRADED BEFORE VOTE NVDA
Angus King I ME
50
Stock Trade
ANET purchase $8K
Timing
11 days before vote
Trade: Jul 21 → Vote: Jul 10, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought ANET ($1,001-$15,000) 11 days after voting 'No' on Motion to Invoke Cloture: Jonathan Gould to be Comptroller of the Currency
TRADED BEFORE VOTE ANET
Stock Trade
VZ sale $8K
Timing
13 days before vote
Trade: Feb 23 → Vote: Feb 10, 2026
Vote
On the Motion to Proceed
Voted: Yes
Sheldon Whitehouse sold VZ ($1,001-$15,000) 13 days after voting 'Yes' on Motion to Proceed to S. J. Res. 95
TRADED BEFORE VOTE VZ
50
Stock Trade
GOOG Purchase
Timing
5 days before vote
Trade: Jun 16 → Vote: Jun 11, 2025
Vote
On Agreeing to the Resolution
Voted: Yes
Hon. Scott Scott Franklin sold GOOG 5 days after voting 'Yes' on On Agreeing to the Resolution
TRADED BEFORE VOTE GOOG
Stock Trade
ZTS purchase $75K
Timing
8 days after vote
Trade: May 13 → Vote: May 21, 2025
Vote
On the Motion to Proceed
Voted: Yes
Markwayne Mullin bought ZTS ($50,001-$100,000) 8 days before voting 'Yes' on Motion to Proceed to S.J.Res. 55
ZTS
50
Stock Trade
MMM sale $75K
Timing
19 days before vote
Trade: Mar 31 → Vote: Mar 12, 2026
Vote
On Passage of the Bill
Voted: Yes
Tina Smith sold MMM ($50,001-$100,000) 19 days after voting 'Yes' on H.R. 6644, as amended
TRADED BEFORE VOTE MMM
Stock Trade
PPG sale $8K
Timing
13 days before vote
Trade: Jul 30 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold PPG ($1,001-$15,000) 13 days after voting 'Yes' on Motion to Invoke Cloture: Arielle Roth to be Assistant Secretary of Commerce for Communications and
TRADED BEFORE VOTE PPG
50
Stock Trade
MSFT purchase
Timing
28 days before vote
Trade: Apr 22 → Vote: Mar 25, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought MSFT ($1,001-$15,000) 28 days after voting 'Yes' on Confirmation: Michael Kratsios, of South Carolina, to be Director of the Office of Science and Techn
TRADED BEFORE VOTE MSFT
50
Stock Trade
HYG sale $8K
Timing
8 days before vote
Trade: Jul 8 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
John Boozman sold HYG ($1,001-$15,000) 8 days after voting 'No' on Schumer Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TRADED BEFORE VOTE HYG
50
Stock Trade
VEA sale $8K
Timing
9 days before vote
Trade: Aug 1 → Vote: Jul 23, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold VEA ($1,001-$15,000) 9 days after voting 'Yes' on Motion to Invoke Cloture: Zachary M. Bluestone to be U.S. District Judge for the Eastern District of
TRADED BEFORE VOTE VEA
50
Stock Trade
WWSYX purchase $8K
Timing
10 days before vote
Trade: Aug 1 → Vote: Jul 22, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought WWSYX ($1,001-$15,000) 10 days after voting 'Yes' on Confirmation: Terrance Cole, of Virginia, to be Administrator of Drug Enforcement
TRADED BEFORE VOTE WWSYX
50
Stock Trade
MBB purchase $8K
Timing
7 days after vote
Trade: Jan 23 → Vote: Jan 30, 2026
Vote
On the Amendment
Voted: No
John Boozman bought MBB ($1,001-$15,000) 7 days before voting 'No' on Sanders Amdt. No. 4290
MBB
50
Stock Trade
NTAP purchase $8K
Timing
6 days after vote
Trade: Feb 27 → Vote: Mar 5, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
John Boozman bought NTAP ($1,001-$15,000) 6 days before voting 'Yes' on Upon Reconsideration, Motion to Invoke Cloture: Motion to Proceed to H.R. 7147
NTAP
Stock Trade
VZ sale $8K
Timing
13 days before vote
Trade: Feb 23 → Vote: Feb 10, 2026
Vote
On the Nomination
Voted: No
Sheldon Whitehouse sold VZ ($1,001-$15,000) 13 days after voting 'No' on Confirmation: Daniel E. Burrows, of Colorado, to be an Assistant Attorney General
TRADED BEFORE VOTE VZ
50
Stock Trade
GOOG Purchase
Timing
5 days before vote
Trade: Jun 16 → Vote: Jun 11, 2025
Vote
On Ordering the Previous Question
Voted: Yes
Hon. Scott Scott Franklin sold GOOG 5 days after voting 'Yes' on On Ordering the Previous Question
TRADED BEFORE VOTE GOOG
Stock Trade
ZTS purchase $75K
Timing
8 days after vote
Trade: May 13 → Vote: May 21, 2025
Vote
On the Motion to Proceed
Voted: Yes
Markwayne Mullin bought ZTS ($50,001-$100,000) 8 days before voting 'Yes' on Motion to Proceed to S. 1582
ZTS
Stock Trade
PPG sale $8K
Timing
13 days before vote
Trade: Jul 30 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold PPG ($1,001-$15,000) 13 days after voting 'Yes' on Motion to Invoke Cloture: Bradley Hansell to be Under Secretary of Defense for Intelligence and Secu
TRADED BEFORE VOTE PPG
50
Stock Trade
MSFT purchase
Timing
28 days before vote
Trade: Apr 22 → Vote: Mar 25, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought MSFT ($1,001-$15,000) 28 days after voting 'Yes' on Motion to Invoke Cloture: Michael Kratsios to be Director of the Office of Science and Technology Po
TRADED BEFORE VOTE MSFT
Explore More Data
🗳️
Votes
Roll call votes and voting records
💰
Money Trail
Follow the money from donors to politicians
🕸️
Connect The Dots
Interactive graph: Epstein figures → donors → politicians
🏆
Top Donors
Biggest spenders in American politics
📅
Timeline
Epstein events overlaid with political donation activity
📊
Leaderboard
Politicians ranked by corruption score
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