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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)

60
Stock Trade
TBLL purchase $8K
Timing
7 days before vote
Trade: Jun 11 → Vote: Jun 4, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought TBLL ($1,001-$15,000) 7 days after voting 'Yes' on Confirmation: Michelle Bowman, of Kansas, to be Vice Chairman for Supervision of the Board of Govern
TRADED BEFORE VOTE TBLL
60
Stock Trade
TBLL sale $33K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: Yes
John Boozman sold TBLL ($15,001-$50,000) 0 days after voting 'Yes' on Collins Amdt. No. 3411, as amended
TIGHT TIMING TBLL
Stock Trade
GS sale $33K
Timing
1 day after vote
Trade: Feb 4 → Vote: Feb 5, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin sold GS ($15,001-$50,000) 1 days before voting 'Yes' on Confirmation: Justin R. Olson, of Indiana, to be U.S. District Judge for the Southern District of In
TIGHT TIMING GS
Angus King I ME
60
Stock Trade
NFLX purchase $8K
Timing
5 days before vote
Trade: Jul 21 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought NFLX ($1,001-$15,000) 5 days after voting 'Yes' on Booker Amdt. No. 2887
TRADED BEFORE VOTE NFLX
Angus King I ME
60
Stock Trade
MSFT purchase $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Not Voting
Angus King bought MSFT ($1,001-$15,000) 4 days after voting 'Not Voting' on Motion to Invoke Cloture: Aaron Lukas to be Principal Deputy Director of National Intelligence
TRADED BEFORE VOTE MSFT
Angus King I ME
60
Stock Trade
GOOGL purchase $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Motion to Table
Voted: No
Angus King bought GOOGL ($1,001-$15,000) 4 days after voting 'No' on Motion to Table Amdt. No. 2893
TRADED BEFORE VOTE GOOGL
Stock Trade
LRN purchase $33K
Timing
3 days after vote
Trade: Jan 5 → Vote: Jan 8, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought LRN ($15,001-$50,000) 3 days before voting 'Yes' on Confirmation: Alexander C. Van Hook, of Louisiana, to be U.S. District Judge for the Western Distric
TIGHT TIMING LRN
60
Stock Trade
NVDA purchase $8K
Timing
5 days before vote
Trade: May 13 → Vote: May 8, 2025
Vote
On Cloture on the Motion to Proceed
Voted: Yes
John Boozman bought NVDA ($1,001-$15,000) 5 days after voting 'Yes' on Motion to Invoke Cloture: Motion to proceed to S. 1582
TRADED BEFORE VOTE NVDA
60
Stock Trade
TBLL purchase $8K
Timing
7 days before vote
Trade: Jun 11 → Vote: Jun 4, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought TBLL ($1,001-$15,000) 7 days after voting 'Yes' on Motion to Invoke Cloture: James O'Neill to be Deputy Secretary of Health and Human Services
TRADED BEFORE VOTE TBLL
60
Stock Trade
TBLL sale $33K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: No
John Boozman sold TBLL ($15,001-$50,000) 0 days after voting 'No' on Johnson Amdt. No. 3428
TIGHT TIMING TBLL
Stock Trade
GS sale $33K
Timing
1 day after vote
Trade: Feb 4 → Vote: Feb 5, 2026
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin sold GS ($15,001-$50,000) 1 days before voting 'Yes' on Motion to Invoke Cloture: Justin R. Olson to be U.S. District Judge for the Southern District of Ind
TIGHT TIMING GS
Angus King I ME
60
Stock Trade
ADSK purchase $8K
Timing
7 days before vote
Trade: Jul 21 → Vote: Jul 14, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought ADSK ($1,001-$15,000) 7 days after voting 'No' on Motion to Invoke Cloture: Luke Pettit to be an Assistant Secretary of the Treasury
TRADED BEFORE VOTE ADSK
Angus King I ME
60
Stock Trade
NFLX purchase $8K
Timing
5 days before vote
Trade: Jul 21 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought NFLX ($1,001-$15,000) 5 days after voting 'Yes' on Rosen Amdt. No. 2878
TRADED BEFORE VOTE NFLX
Angus King I ME
60
Stock Trade
MSFT purchase $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Not Voting
Angus King bought MSFT ($1,001-$15,000) 4 days after voting 'Not Voting' on Motion to Invoke Cloture: Cristian M. Stevens to be U.S. District Judge for the Eastern District of
TRADED BEFORE VOTE MSFT
Angus King I ME
60
Stock Trade
BAC purchase $8K
Timing
21 days before vote
Trade: Jul 21 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: Yes
Angus King bought BAC ($1,001-$15,000) 21 days after voting 'Yes' on Kaine Motion to Commit H.R. 1 to the Committee on Homeland Security and Governmental Affairs with In
TRADED BEFORE VOTE BAC
Stock Trade
LRN purchase $33K
Timing
3 days after vote
Trade: Jan 5 → Vote: Jan 8, 2026
Vote
On the Motion to Discharge
Voted: No
Markwayne Mullin bought LRN ($15,001-$50,000) 3 days before voting 'No' on Motion to Discharge S.J.Res. 98
TIGHT TIMING LRN
60
Stock Trade
NVDA purchase $8K
Timing
5 days before vote
Trade: May 13 → Vote: May 8, 2025
Vote
On the Joint Resolution
Voted: Yes
John Boozman bought NVDA ($1,001-$15,000) 5 days after voting 'Yes' on S.J. Res. 7
TRADED BEFORE VOTE NVDA
60
Stock Trade
TBLL purchase $8K
Timing
7 days before vote
Trade: Jun 11 → Vote: Jun 4, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought TBLL ($1,001-$15,000) 7 days after voting 'Yes' on Motion to Invoke Cloture: Edward Walsh to be Ambassador of the United States of America to Ireland
TRADED BEFORE VOTE TBLL
60
Stock Trade
TBLL sale $33K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: No
John Boozman sold TBLL ($15,001-$50,000) 0 days after voting 'No' on Scott (FL) Amdt. No. 3113, as modified
TIGHT TIMING TBLL
Stock Trade
GS sale $33K
Timing
1 day after vote
Trade: Feb 4 → Vote: Feb 5, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin sold GS ($15,001-$50,000) 1 days before voting 'Yes' on Confirmation: Brian Charles Lea, of Tennessee, to be U.S. District Judge for the Western District of
TIGHT TIMING GS
60
Stock Trade
JMBS purchase $8K
Timing
4 days before vote
Trade: Aug 1 → Vote: Jul 28, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought JMBS ($1,001-$15,000) 4 days after voting 'Yes' on Motion to Invoke Cloture: Earl Matthews to be General Counsel of the Department of Defense
TRADED BEFORE VOTE JMBS
Angus King I ME
60
Stock Trade
ADSK purchase $8K
Timing
7 days before vote
Trade: Jul 21 → Vote: Jul 14, 2025
Vote
On the Nomination
Voted: No
Angus King bought ADSK ($1,001-$15,000) 7 days after voting 'No' on Confirmation: Whitney D. Hermandorfer, of Tennessee, to be United States Circuit Judge for the Sixth
TRADED BEFORE VOTE ADSK
Angus King I ME
60
Stock Trade
NFLX purchase $8K
Timing
5 days before vote
Trade: Jul 21 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought NFLX ($1,001-$15,000) 5 days after voting 'Yes' on Schiff Amdt. No. 2862
TRADED BEFORE VOTE NFLX
Angus King I ME
60
Stock Trade
MSFT purchase $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought MSFT ($1,001-$15,000) 4 days after voting 'No' on Motion to Invoke Cloture: Joshua M. Divine to be U.S. District Judge for the Eastern and Western Dis
TRADED BEFORE VOTE MSFT
Angus King I ME
60
Stock Trade
BAC purchase $8K
Timing
21 days before vote
Trade: Jul 21 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: Yes
Angus King bought BAC ($1,001-$15,000) 21 days after voting 'Yes' on Blunt Rochester Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TRADED BEFORE VOTE BAC
Explore More Data
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Lobbying
Lobbying filings and influence spending
🏛️
Politicians
Browse all tracked members of Congress
🏆
Top Donors
Biggest spenders in American politics
📜
Bills
Legislation and bill sponsorships
🕸️
Connect The Dots
Interactive graph: Epstein figures → donors → politicians
🗺️
By State
Political money data by state
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