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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)

Stock Trade
AAPL sale $8K
Timing
11 days after vote
Trade: Jul 18 → Vote: Jul 29, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold AAPL ($1,001-$15,000) 11 days before voting 'Yes' on Motion to Invoke Cloture: Samuel Brown to be Under Secretary of Veterans Affairs for Memorial Affair
AAPL
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: Catherine Hanson, of South Carolina, to be Chief Financial Officer, Environmental Prot
TIGHT TIMING UNH
Angus King I ME
60
Stock Trade
PYPL purchase $8K
Timing
6 days before vote
Trade: Jul 21 → Vote: Jul 15, 2025
Vote
On the Nomination
Voted: No
Angus King bought PYPL ($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 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 Cloture Motion
Voted: Not Voting
Angus King bought KEX ($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 KEX
Angus King I ME
60
Stock Trade
ONON purchase $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought ONON ($1,001-$15,000) 4 days after voting 'Yes' on Ossoff Amdt. No. 2896
TRADED BEFORE VOTE ONON
Stock Trade
LHX purchase $33K
Timing
2 days after vote
Trade: May 13 → Vote: May 15, 2025
Vote
On the Motion to Discharge
Voted: No
Markwayne Mullin bought LHX ($15,001-$50,000) 2 days before voting 'No' on Motion to Discharge S. Res. 195
TIGHT TIMING LHX
Stock Trade
LRN purchase $33K
Timing
Same day
Trade: Feb 4 → Vote: Feb 4, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought LRN ($15,001-$50,000) 0 days after voting 'Yes' on Confirmation: Aaron Christian Peterson, of Alaska, to be United States District Judge for the Distri
TIGHT TIMING LRN
Stock Trade
AXP purchase $33K
Timing
Same day
Trade: Jul 1 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: No
Shelley Moore Capito bought AXP ($15,001-$50,000) 0 days after voting 'No' on Sanders Amdt. No. 2435
TIGHT TIMING AXP
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: Luke Lindberg, of South Dakota, to be Under Secretary of Agriculture for Trade and For
TIGHT TIMING UNH
Stock Trade
CRS purchase $33K
Timing
Same day
Trade: Feb 4 → Vote: Feb 4, 2026
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought CRS ($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 CRS
Angus King I ME
60
Stock Trade
PYPL purchase $8K
Timing
6 days before vote
Trade: Jul 21 → Vote: Jul 15, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought PYPL ($1,001-$15,000) 6 days after voting 'No' on Motion to Invoke Cloture: Anthony Tata to be Under Secretary of Defense for Personnel and Readiness
TRADED BEFORE VOTE PYPL
Angus King I ME
60
Stock Trade
MSFT purchase $8K
Timing
12 days after vote
Trade: Jul 21 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
Angus King bought MSFT ($1,001-$15,000) 12 days before voting 'Yes' on Confirmation: Sean Cairncross, of Minnesota, to be National Cyber Director
MSFT
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 Cloture Motion
Voted: Not Voting
Angus King bought KEX ($1,001-$15,000) 4 days after voting 'Not Voting' on Motion to Invoke Cloture: Arielle Roth to be Assistant Secretary of Commerce for Communications and
TRADED BEFORE VOTE KEX
Angus King I ME
60
Stock Trade
ONON purchase $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought ONON ($1,001-$15,000) 4 days after voting 'Yes' on Shaheen Amdt. No. 2898
TRADED BEFORE VOTE ONON
Stock Trade
LHX purchase $33K
Timing
2 days after vote
Trade: May 13 → Vote: May 15, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought LHX ($15,001-$50,000) 2 days before voting 'Yes' on Confirmation: Sean Donahue, of F.L., to be an Assistant Administrator of the Environmental Protectio
TIGHT TIMING LHX
Stock Trade
LRN purchase $33K
Timing
1 day after vote
Trade: Feb 4 → Vote: Feb 5, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought LRN ($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 LRN
Stock Trade
AXP purchase $33K
Timing
Same day
Trade: Jul 1 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: No
Shelley Moore Capito bought AXP ($15,001-$50,000) 0 days after voting 'No' on Kim Amdt. No. 2817
TIGHT TIMING AXP
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: Luke Lindberg to be Under Secretary of Agriculture for Trade and Foreign A
TIGHT TIMING UNH
Stock Trade
CRS purchase $33K
Timing
Same day
Trade: Feb 4 → Vote: Feb 4, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought CRS ($15,001-$50,000) 0 days after voting 'Yes' on Confirmation: Megan Blair Benton, of Missouri, to be U.S. District Judge for the Western District of
TIGHT TIMING CRS
Angus King I ME
60
Stock Trade
PYPL purchase $8K
Timing
6 days before vote
Trade: Jul 21 → Vote: Jul 15, 2025
Vote
On the Nomination
Voted: No
Angus King bought PYPL ($1,001-$15,000) 6 days after voting 'No' on Confirmation: Luke Pettit, of the District of Columbia, to be an Assistant Secretary of the Treasury
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 Cloture Motion
Voted: Not Voting
Angus King bought KEX ($1,001-$15,000) 4 days after voting 'Not Voting' on Motion to Invoke Cloture: Bradley Hansell to be Under Secretary of Defense for Intelligence and Secu
TRADED BEFORE VOTE KEX
Angus King I ME
60
Stock Trade
ONON purchase $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought ONON ($1,001-$15,000) 4 days after voting 'Yes' on Murkowski Amdt. No. 2865
TRADED BEFORE VOTE ONON
Stock Trade
LRN purchase $33K
Timing
1 day after vote
Trade: Feb 4 → Vote: Feb 5, 2026
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought LRN ($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 LRN
Stock Trade
AXP purchase $33K
Timing
Same day
Trade: Jul 1 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: No
Shelley Moore Capito bought AXP ($15,001-$50,000) 0 days after voting 'No' on Lee Amdt. No. 2745
TIGHT TIMING AXP
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: Jeanine Pirro, of New York, to be United States Attorney for the District of Columbia
TIGHT TIMING UNH
Explore More Data
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Timeline
Epstein events overlaid with political donation activity
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Votes
Roll call votes and voting records
⚖️
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Compare two politicians Epstein-linked funding side by side
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Live tracker: arrests, resignations & pending from Epstein files
📊
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Politicians ranked by corruption score
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Biggest spenders in American politics
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