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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
UNP sale $8K
Timing
20 days before vote
Trade: Feb 19 → Vote: Jan 30, 2026
Vote
On the Amendment
Voted: No
John Boozman sold UNP ($1,001-$15,000) 20 days after voting 'No' on Paul Amdt. No. 4272
TRADED BEFORE VOTE UNP
40
Stock Trade
JPM sale $8K
Timing
13 days after vote
Trade: Jan 28 → Vote: Feb 10, 2026
Vote
On the Motion to Proceed
Voted: No
Katie Britt sold JPM ($1,001-$15,000) 13 days before voting 'No' on Motion to Proceed to S. J. Res. 95
JPM
Angus King I ME
40
Stock Trade
UNH sale $8K
Timing
14 days after vote
Trade: Jul 15 → Vote: Jul 29, 2025
Vote
On the Cloture Motion
Voted: No
Angus King sold UNH ($1,001-$15,000) 14 days before voting 'No' on Motion to Invoke Cloture: Susan Monarez to be Director of the Centers for Disease Control and Preven
UNH
Angus King I ME
40
Stock Trade
PWR purchase $8K
Timing
20 days before vote
Trade: Jul 21 → Vote: Jul 1, 2025
Vote
On the Motion
Voted: Yes
Angus King bought PWR ($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 PWR
Angus King I ME
40
Stock Trade
ANET purchase $8K
Timing
9 days after vote
Trade: Jul 21 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought ANET ($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
ANET
Angus King I ME
40
Stock Trade
XOM purchase $8K
Timing
20 days before vote
Trade: Jul 21 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought XOM ($1,001-$15,000) 20 days after voting 'Yes' on Shaheen Amdt. No. 2564
TRADED BEFORE VOTE XOM
Angus King I ME
40
Stock Trade
ADSK purchase $8K
Timing
10 days after vote
Trade: Jul 21 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: No
Angus King bought ADSK ($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
ADSK
Angus King I ME
40
Stock Trade
AMAT purchase $8K
Timing
20 days before vote
Trade: Jul 21 → Vote: Jul 1, 2025
Vote
On the Motion
Voted: Yes
Angus King bought AMAT ($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 AMAT
Angus King I ME
40
Stock Trade
NFLX purchase $8K
Timing
11 days after vote
Trade: Jul 21 → Vote: Aug 1, 2025
Vote
On the Nomination
Voted: No
Angus King bought NFLX ($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
NFLX
Angus King I ME
40
Stock Trade
MSFT purchase $8K
Timing
11 days after vote
Trade: Jul 21 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought MSFT ($1,001-$15,000) 11 days before voting 'Yes' on Van Hollen Amdt. No. 3115
MSFT
Angus King I ME
40
Stock Trade
GOOGL purchase $8K
Timing
12 days after vote
Trade: Jul 21 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
Angus King bought GOOGL ($1,001-$15,000) 12 days before voting 'Yes' on Confirmation: Marcus Molinaro, of New York, to be Federal Transit Administrator
GOOGL
Angus King I ME
40
Stock Trade
LOW purchase $8K
Timing
12 days after vote
Trade: Jul 21 → Vote: Aug 2, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought LOW ($1,001-$15,000) 12 days before voting 'No' on Motion to Invoke Cloture: Jeanine Pirro to be United States Attorney for the District of Columbia
LOW
40
Stock Trade
VEA purchase $8K
Timing
15 days before vote
Trade: Mar 19 → Vote: Mar 4, 2026
Vote
On the Motion to Proceed
Voted: Yes
John Boozman bought VEA ($1,001-$15,000) 15 days after voting 'Yes' on Motion to Proceed to H.R. 6644
TRADED BEFORE VOTE VEA
Stock Trade
GOOGL purchase $8K
Timing
13 days after vote
Trade: May 8 → Vote: May 21, 2025
Vote
On the Motion
Voted: No
Shelley Moore Capito bought GOOGL ($1,001-$15,000) 13 days before voting 'No' on Motion to Recess for 60 Minutes
GOOGL
Stock Trade
AFL sale $8K
Timing
18 days before vote
Trade: Jul 18 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
Shelley Moore Capito sold AFL ($1,001-$15,000) 18 days after voting 'No' on Wyden Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TRADED BEFORE VOTE AFL
Stock Trade
AVGO sale $8K
Timing
18 days before vote
Trade: Jul 18 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
Shelley Moore Capito sold AVGO ($1,001-$15,000) 18 days after voting 'No' on Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TRADED BEFORE VOTE AVGO
40
Stock Trade
GD sale $8K
Timing
21 days before vote
Trade: May 20 → Vote: Apr 29, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold GD ($1,001-$15,000) 21 days after voting 'Yes' on Motion to Invoke Cloture: Tilman Fertitta to be Ambassador of the United States of America to the It
TRADED BEFORE VOTE GD
40
Stock Trade
RTX purchase $8K
Timing
11 days after vote
Trade: May 30 → Vote: Jun 10, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought RTX ($1,001-$15,000) 11 days before voting 'Yes' on Confirmation: Stephen Vaden, of Tennessee, to be Deputy Secretary of Agriculture
RTX
40
Stock Trade
HYG sale $8K
Timing
9 days after vote
Trade: Jul 8 → Vote: Jul 17, 2025
Vote
On the Amendment
Voted: No
John Boozman sold HYG ($1,001-$15,000) 9 days before voting 'No' on Ossoff Amdt. No. 2896
HYG
40
Stock Trade
MDLZ sale $8K
Timing
16 days before vote
Trade: Jul 31 → Vote: Jul 15, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold MDLZ ($1,001-$15,000) 16 days after voting 'Yes' on Confirmation: Joseph Edlow, of Maryland, to be Director of U.S. Citizenship and Immigration Services
TRADED BEFORE VOTE MDLZ
Stock Trade
CVX purchase $75K
Timing
21 days after vote
Trade: May 13 → Vote: Jun 3, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought CVX ($50,001-$100,000) 21 days before voting 'Yes' on Motion to Invoke Cloture: Dale Marks to be an Assistant Secretary of Defense
CVX
40
Stock Trade
PPLT sale $8K
Timing
16 days before vote
Trade: Aug 1 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: No
John Boozman sold PPLT ($1,001-$15,000) 16 days after voting 'No' on Rosen Amdt. No. 2878
TRADED BEFORE VOTE PPLT
40
Stock Trade
MBB purchase $8K
Timing
18 days before vote
Trade: Aug 1 → Vote: Jul 14, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought MBB ($1,001-$15,000) 18 days after voting 'Yes' on Confirmation: Whitney D. Hermandorfer, of Tennessee, to be United States Circuit Judge for the Sixth
TRADED BEFORE VOTE MBB
40
Stock Trade
CMBS purchase $8K
Timing
15 days before vote
Trade: Aug 1 → Vote: Jul 17, 2025
Vote
On the Motion to Table
Voted: Yes
John Boozman bought CMBS ($1,001-$15,000) 15 days after voting 'Yes' on Motion to Table Amdt. No. 2893
TRADED BEFORE VOTE CMBS
40
Stock Trade
ERIE purchase $8K
Timing
15 days before vote
Trade: Mar 27 → Vote: Mar 12, 2026
Vote
On Passage of the Bill
Voted: Yes
John Fetterman bought ERIE ($1,001-$15,000) 15 days after voting 'Yes' on H.R. 6644, as amended
TRADED BEFORE VOTE ERIE
Explore More Data
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Timeline
Epstein events overlaid with political donation activity
🗺️
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US heatmap of Epstein-linked donations by state
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Money Trail
Follow the money from donors to politicians
🔍
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