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STOCK TRADE ↔ VOTE CORRELATIONS
30,326
correlations
719
high-score
44.3
avg score
Home / Stock Trades / Correlations

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

HICKENLOOPER, JOHN W. D CO
55 avg (74)
Markwayne Mullin R OK
50.9 avg (4702)
SMITH, ANDY D MN
49.8 avg (65)
CAPITO, SHELLEY MOORE R WV
48.5 avg (221)
Dave McCormick R PA
47.1 avg (112)
John Boozman R AR
47 avg (9249)
Shelley Moore Capito R WV
46.7 avg (3505)
Angus King I ME
45.6 avg (4257)
PELOSI, NANCY D CA
45.4 avg (100)
Jim Justice R WV
45.3 avg (60)

Most Correlated Tickers

UNH
45.7 avg (896 trades)
MSFT
45.5 avg (774 trades)
NVDA
46.2 avg (705 trades)
GOOGL
47 avg (689 trades)
JPM
47.9 avg (578 trades)
META
45.5 avg (556 trades)
XOM
42.7 avg (454 trades)
AVGO
41.5 avg (413 trades)
GD
48.4 avg (404 trades)
MU
41.2 avg (398 trades)

Correlations (30326 found)

Score Date Amount Timing
55
Stock Trade
GEM sale $8K
Timing
1 day after vote
Trade: Aug 1 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold GEM ($1,001-$15,000) 1 days before voting 'Yes' on Confirmation: Catherine Hanson, of South Carolina, to be Chief Financial Officer, Environmental Prot
TIGHT TIMING GEM
55
Stock Trade
CMBS purchase $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought CMBS ($1,001-$15,000) 0 days after voting 'Yes' on Confirmation: Casey Mulligan, of Illinois, to be Chief Counsel for Advocacy, Small Business Administ
TIGHT TIMING CMBS
55
Stock Trade
IEF purchase $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: No
John Boozman bought IEF ($1,001-$15,000) 0 days after voting 'No' on Kennedy Amdt. No. 3414
TIGHT TIMING IEF
55
Stock Trade
RNWGX purchase $33K
Timing
13 days before vote
Trade: Aug 14 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: Yes
John Boozman bought RNWGX ($15,001-$50,000) 13 days after voting 'Yes' on Mullin Amdt. No. 3412
TRADED BEFORE VOTE RNWGX
55
Stock Trade
PYPL purchase $8K
Timing
1 day after vote
Trade: Jan 29 → Vote: Jan 30, 2026
Vote
On the Motion to Table
Voted: Yes
John Boozman bought PYPL ($1,001-$15,000) 1 days before voting 'Yes' on Motion to Table Lee Amdt. No. 4286
TIGHT TIMING PYPL
55
Stock Trade
PG sale $8K
Timing
Same day
Trade: Feb 26 → Vote: Feb 26, 2026
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold PG ($1,001-$15,000) 0 days after voting 'Yes' on Motion to Invoke Cloture: Ryan McCormack to be Under Secretary of Transportation for Policy
TIGHT TIMING PG
Angus King I ME
55
Stock Trade
PWR purchase $8K
Timing
2 days after vote
Trade: Jul 21 → Vote: Jul 23, 2025
Vote
On the Nomination
Voted: No
Angus King bought PWR ($1,001-$15,000) 2 days before voting 'No' on Confirmation: John Hurley, of California, to be Under Secretary for Terrorism and Financial Crimes
TIGHT TIMING PWR
55
Stock Trade
GS sale $33K
Timing
6 days after vote
Trade: Feb 4 → Vote: Feb 10, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin sold GS ($15,001-$50,000) 6 days before voting 'Yes' on Confirmation: Daniel E. Burrows, of Colorado, to be an Assistant Attorney General
GS
55
Stock Trade
MSFT sale $8K
Timing
Same day
Trade: Jun 18 → Vote: Jun 18, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito sold MSFT ($1,001-$15,000) 0 days after voting 'Yes' on Confirmation: Olivia Trusty, of Maryland, to be a Member of the Federal Communications Commission (R
TIGHT TIMING MSFT
55
Stock Trade
MDLZ sale $8K
Timing
Same day
Trade: Jul 31 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold MDLZ ($1,001-$15,000) 0 days after voting 'Yes' on Confirmation: Matthew Kozma, of Virginia, to be Under Secretary for Intelligence and Analysis, Depar
TIGHT TIMING MDLZ
55
Stock Trade
PPLT sale $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold PPLT ($1,001-$15,000) 0 days after voting 'Yes' on Confirmation: Nicholas Kent, of Virginia, to be Under Secretary of Education
TIGHT TIMING PPLT
55
Stock Trade
GEM sale $8K
Timing
1 day after vote
Trade: Aug 1 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold GEM ($1,001-$15,000) 1 days before voting 'Yes' on Confirmation: Luke Lindberg, of South Dakota, to be Under Secretary of Agriculture for Trade and For
TIGHT TIMING GEM
55
Stock Trade
CMBS purchase $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought CMBS ($1,001-$15,000) 0 days after voting 'Yes' on Motion to Invoke Cloture: Brian Nesvik to be Director of the United States Fish and Wildlife Service
TIGHT TIMING CMBS
55
Stock Trade
IEF purchase $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: No
John Boozman bought IEF ($1,001-$15,000) 0 days after voting 'No' on Duckworth Amdt. No. 3466
TIGHT TIMING IEF
55
Stock Trade
RNWGX purchase $33K
Timing
13 days before vote
Trade: Aug 14 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: Yes
John Boozman bought RNWGX ($15,001-$50,000) 13 days after voting 'Yes' on Collins Amdt. No. 3411, as amended
TRADED BEFORE VOTE RNWGX
55
Stock Trade
PYPL purchase $8K
Timing
1 day after vote
Trade: Jan 29 → Vote: Jan 30, 2026
Vote
On the Motion to Table
Voted: Yes
John Boozman bought PYPL ($1,001-$15,000) 1 days before voting 'Yes' on Motion to Table Lee Amdt. No. 4234
TIGHT TIMING PYPL
Angus King I ME
55
Stock Trade
PWR purchase $8K
Timing
2 days after vote
Trade: Jul 21 → Vote: Jul 23, 2025
Vote
On the Nomination
Voted: No
Angus King bought PWR ($1,001-$15,000) 2 days before voting 'No' on Confirmation: Arielle Roth, of the District of Columbia, to be Assistant Secretary of Communications
TIGHT TIMING PWR
55
Stock Trade
MSFT sale $8K
Timing
Same day
Trade: Jun 18 → Vote: Jun 18, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold MSFT ($1,001-$15,000) 0 days after voting 'Yes' on Motion to Invoke Cloture: Rodney Scott to be Commissioner of U.S. Customs and Border Protection, Dep
TIGHT TIMING MSFT
55
Stock Trade
AFL sale $8K
Timing
3 days after vote
Trade: Jul 18 → Vote: Jul 21, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold AFL ($1,001-$15,000) 3 days before voting 'Yes' on Motion to Invoke Cloture: Terrance Cole to be Administrator of Drug Enforcement
TIGHT TIMING AFL
55
Stock Trade
MDLZ sale $8K
Timing
Same day
Trade: Jul 31 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold MDLZ ($1,001-$15,000) 0 days after voting 'Yes' on Motion to Invoke Cloture: Andrea Lucas to be a Member of the Equal Employment Opportunity Commission
TIGHT TIMING MDLZ
55
Stock Trade
COP purchase $33K
Timing
6 days after vote
Trade: May 13 → Vote: May 19, 2025
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Markwayne Mullin bought COP ($15,001-$50,000) 6 days before voting 'Yes' on Motion to Invoke Cloture on the Motion to Proceed to S. 1582
COP
55
Stock Trade
PPLT sale $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold PPLT ($1,001-$15,000) 0 days after voting 'Yes' on Confirmation: David Woll, of Virginia, to be General Counsel of the Department of Housing and Urban
TIGHT TIMING PPLT
55
Stock Trade
GEM sale $8K
Timing
1 day after vote
Trade: Aug 1 → Vote: Aug 2, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold GEM ($1,001-$15,000) 1 days before voting 'Yes' on Motion to Invoke Cloture: Luke Lindberg to be Under Secretary of Agriculture for Trade and Foreign A
TIGHT TIMING GEM
55
Stock Trade
MCK purchase $33K
Timing
5 days after vote
Trade: Feb 4 → Vote: Feb 9, 2026
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought MCK ($15,001-$50,000) 5 days before voting 'Yes' on Motion to Invoke Cloture: Daniel E. Burrows to be an Assistant Attorney General
MCK
55
Stock Trade
CMBS purchase $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On Passage of the Bill
Voted: Yes
John Boozman bought CMBS ($1,001-$15,000) 0 days after voting 'Yes' on H. R. 3944, as amended
TIGHT TIMING CMBS
Explore More Data
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Lobbying
Lobbying filings and influence spending
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Highest-scoring suspicious correlations
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Money Trail
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Interactive graph: Epstein figures → donors → politicians
🗳️
Votes
Roll call votes and voting records
🔗
Epstein Money Trail
Epstein-linked figures × FEC donation records
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