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STOCK TRADE ↔ VOTE CORRELATIONS
30,204
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.

30,204
Correlations
49
Politicians
719
Score 70+
44.3
Avg Score

Highest Average Scores

55 avg (74)
52 avg (43)
50.9 avg (4702)
48.5 avg (221)
48.2 avg (69)
47.1 avg (112)
47 avg (9249)
46.7 avg (3505)
Angus King I ME
45.6 avg (4257)
45.4 avg (100)

Most Correlated Tickers

UNH
45.7 avg (896 trades)
45.8 avg (748 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
41.4 avg (387 trades)

Correlations (30204 found)

60
Stock Trade
GEM sale $8K
Timing
4 days before vote
Trade: Aug 1 → Vote: Jul 28, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold GEM ($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 GEM
Stock Trade
APG purchase $33K
Timing
1 day after vote
Trade: Jan 5 → Vote: Jan 6, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought APG ($15,001-$50,000) 1 days before voting 'Yes' on Confirmation: Sara Bailey, of Texas, to be Director of National Drug Control Policy
TIGHT TIMING APG
Stock Trade
CRS purchase $33K
Timing
1 day after vote
Trade: Feb 4 → Vote: Feb 5, 2026
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought CRS ($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 CRS
60
Stock Trade
SHY sale $33K
Timing
3 days after vote
Trade: Feb 6 → Vote: Feb 9, 2026
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold SHY ($15,001-$50,000) 3 days before voting 'Yes' on Motion to Invoke Cloture: Daniel E. Burrows to be an Assistant Attorney General
TIGHT TIMING SHY
Angus King I ME
60
Stock Trade
AMAT purchase $8K
Timing
6 days before vote
Trade: Jul 21 → Vote: Jul 15, 2025
Vote
On the Nomination
Voted: No
Angus King bought AMAT ($1,001-$15,000) 6 days after voting 'No' on Confirmation: Joseph Edlow, of Maryland, to be Director of U.S. Citizenship and Immigration Services
TRADED BEFORE VOTE AMAT
Angus King I ME
60
Stock Trade
PYPL purchase $8K
Timing
5 days before vote
Trade: Jul 21 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought PYPL ($1,001-$15,000) 5 days after voting 'Yes' on Baldwin Amdt. No. 2855
TRADED BEFORE VOTE PYPL
Angus King I ME
60
Stock Trade
KEX purchase $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Amendment
Voted: No
Angus King bought KEX ($1,001-$15,000) 4 days after voting 'No' on Schmitt Admt. No. 2853
TRADED BEFORE VOTE KEX
Stock Trade
ADBE purchase $33K
Timing
Same day
Trade: May 13 → Vote: May 13, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought ADBE ($15,001-$50,000) 0 days after voting 'Yes' on Motion to Invoke Cloture: James Danly to be Deputy Secretary of Energy
TIGHT TIMING ADBE
Stock Trade
UNH sale $33K
Timing
1 day after vote
Trade: Aug 1 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin sold UNH ($15,001-$50,000) 1 days before voting 'Yes' on Confirmation: Brian Burch, of Illinois, to be Ambassador of the United States of America to the Holy
TIGHT TIMING UNH
60
Stock Trade
GEM sale $8K
Timing
4 days before vote
Trade: Aug 1 → Vote: Jul 28, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold GEM ($1,001-$15,000) 4 days after voting 'Yes' on Confirmation: David Wright, of South Carolina, to be a Member of the Nuclear Regulatory Commission
TRADED BEFORE VOTE GEM
Stock Trade
APG purchase $33K
Timing
1 day after vote
Trade: Jan 5 → Vote: Jan 6, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought APG ($15,001-$50,000) 1 days before voting 'Yes' on Confirmation: Joshua Simmons, of Virginia, to be General Counsel of the Central Intelligence Agency
TIGHT TIMING APG
Stock Trade
CRS purchase $33K
Timing
1 day after vote
Trade: Feb 4 → Vote: Feb 5, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought CRS ($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 CRS
Angus King I ME
60
Stock Trade
AMAT purchase $8K
Timing
6 days before vote
Trade: Jul 21 → Vote: Jul 15, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought AMAT ($1,001-$15,000) 6 days after voting 'No' on Motion to Invoke Cloture: Joseph Edlow to be Director of U.S. Citizenship and Immigration Services,
TRADED BEFORE VOTE AMAT
Angus King I ME
60
Stock Trade
PYPL purchase $8K
Timing
5 days before vote
Trade: Jul 21 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought PYPL ($1,001-$15,000) 5 days after voting 'Yes' on Coons Amdt. No. 2856
TRADED BEFORE VOTE PYPL
Angus King I ME
60
Stock Trade
KEX purchase $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought KEX ($1,001-$15,000) 4 days after voting 'Yes' on Merkley Amdt. No. 2863
TRADED BEFORE VOTE KEX
Stock Trade
ADBE purchase $33K
Timing
Same day
Trade: May 13 → Vote: May 13, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought ADBE ($15,001-$50,000) 0 days after voting 'Yes' on Confirmation: Troy Meink, of Virginia, to be Secretary of the Air Force
TIGHT TIMING ADBE
Stock Trade
DELL sale $33K
Timing
Same day
Trade: Feb 4 → Vote: Feb 4, 2026
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin sold DELL ($15,001-$50,000) 0 days after voting 'Yes' on Motion to Invoke Cloture: Brian Charles Lea to be U.S. District Judge for the Western District of Te
TIGHT TIMING DELL
Stock Trade
UNH sale $33K
Timing
1 day after vote
Trade: Aug 1 → Vote: Aug 2, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin sold UNH ($15,001-$50,000) 1 days before voting 'Yes' on Motion to Invoke Cloture: Brian Burch to be Ambassador of the United States of America to the Holy S
TIGHT TIMING UNH
60
Stock Trade
GEM sale $8K
Timing
4 days before vote
Trade: Aug 1 → Vote: Jul 28, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold GEM ($1,001-$15,000) 4 days after voting 'Yes' on Motion to Invoke Cloture: David Wright to be a Member of the Nuclear Regulatory Commission
TRADED BEFORE VOTE GEM
Stock Trade
APG purchase $33K
Timing
2 days after vote
Trade: Jan 5 → Vote: Jan 7, 2026
Vote
On the Motion to Proceed
Voted: No
Markwayne Mullin bought APG ($15,001-$50,000) 2 days before voting 'No' on Motion to Proceed to S.J.Res. 86
TIGHT TIMING APG
60
Stock Trade
UNP sale $8K
Timing
7 days before vote
Trade: Feb 19 → Vote: Feb 12, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
John Boozman sold UNP ($1,001-$15,000) 7 days after voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 7147
TRADED BEFORE VOTE UNP
Angus King I ME
60
Stock Trade
ADSK sale $8K
Timing
4 days before vote
Trade: Feb 13 → Vote: Feb 9, 2026
Vote
On the Cloture Motion
Voted: No
Angus King sold ADSK ($1,001-$15,000) 4 days after voting 'No' on Motion to Invoke Cloture: Daniel E. Burrows to be an Assistant Attorney General
TRADED BEFORE VOTE ADSK
Angus King I ME
60
Stock Trade
AMAT purchase $8K
Timing
6 days before vote
Trade: Jul 21 → Vote: Jul 15, 2025
Vote
On the Nomination
Voted: No
Angus King bought AMAT ($1,001-$15,000) 6 days after voting 'No' on Confirmation: Anthony Tata, of Florida, to be Under Secretary of Defense for Personnel and Readiness
TRADED BEFORE VOTE AMAT
Angus King I ME
60
Stock Trade
PYPL 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 PYPL ($1,001-$15,000) 4 days after voting 'Not Voting' on Motion to Invoke Cloture: John Hurley to be Under Secretary for Terrorism and Financial Crimes
TRADED BEFORE VOTE PYPL
Angus King I ME
60
Stock Trade
KEX purchase $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought KEX ($1,001-$15,000) 4 days after voting 'Yes' on Ossoff Amdt. No. 2896
TRADED BEFORE VOTE KEX
Explore More Data
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Votes
Roll call votes and voting records
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Live tracker: arrests, resignations & pending from Epstein files
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