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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
IRM sale $8K
Timing
5 days before vote
Trade: Feb 4 → Vote: Jan 30, 2026
Vote
On the Amendment
Voted: No
Markwayne Mullin sold IRM ($1,001-$15,000) 5 days after voting 'No' on Sanders Amdt. No. 4290
TRADED BEFORE VOTE IRM
60
Stock Trade
AAPL purchase $8K
Timing
13 days after vote
Trade: Apr 30 → Vote: May 13, 2025
Vote
On the Cloture Motion
Voted: Yes
Katie Britt bought AAPL ($1,001-$15,000) 13 days before voting 'Yes' on Motion to Invoke Cloture: Troy Meink to be Secretary of the Air Force
AAPL
Angus King I ME
60
Stock Trade
UNH sale $8K
Timing
7 days before vote
Trade: Jul 15 → Vote: Jul 8, 2025
Vote
On the Cloture Motion
Voted: Yes
Angus King sold UNH ($1,001-$15,000) 7 days after voting 'Yes' on Motion to Invoke Cloture: Preston Griffith to be Under Secretary of Energy
TRADED BEFORE VOTE UNH
Angus King I ME
60
Stock Trade
BX sale $8K
Timing
4 days before vote
Trade: Feb 13 → Vote: Feb 9, 2026
Vote
On the Cloture Motion
Voted: No
Angus King sold BX ($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 BX
Angus King I ME
60
Stock Trade
ADSK purchase $8K
Timing
6 days before vote
Trade: Jul 21 → Vote: Jul 15, 2025
Vote
On the Nomination
Voted: No
Angus King bought ADSK ($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 ADSK
Angus King I ME
60
Stock Trade
NFLX 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 NFLX ($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 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 Amendment
Voted: Yes
Angus King bought MSFT ($1,001-$15,000) 4 days after voting 'Yes' on Murkowski Amdt. No. 2865
TRADED BEFORE VOTE MSFT
Stock Trade
MPWR purchase $33K
Timing
Same day
Trade: Jan 5 → Vote: Jan 5, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought MPWR ($15,001-$50,000) 0 days after voting 'Yes' on Confirmation: Keith Bass, of Texas, to be an Assistant Secretary of Defense
TIGHT TIMING MPWR
55
Stock Trade
NVDA purchase $8K
Timing
Same day
Trade: May 13 → Vote: May 13, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought NVDA ($1,001-$15,000) 0 days after voting 'Yes' on Motion to Invoke Cloture: James Danly to be Deputy Secretary of Energy
TIGHT TIMING NVDA
55
Stock Trade
DTE sale $8K
Timing
1 day after vote
Trade: May 20 → Vote: May 21, 2025
Vote
On the Motion
Voted: No
John Boozman sold DTE ($1,001-$15,000) 1 days before voting 'No' on Motion to Recess for Ten Minutes
TIGHT TIMING DTE
Stock Trade
TMO purchase $33K
Timing
14 days before vote
Trade: May 13 → Vote: Apr 29, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought TMO ($15,001-$50,000) 14 days after voting 'Yes' on Motion to Invoke Cloture: Thomas Barrack to be Ambassador of the United States of America to the Rep
TRADED BEFORE VOTE TMO
55
Stock Trade
GD sale $8K
Timing
1 day after vote
Trade: Jul 31 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: Yes
John Boozman sold GD ($1,001-$15,000) 1 days before voting 'Yes' on Mullin Amdt. No. 3412
TIGHT TIMING GD
Stock Trade
UNH sale $33K
Timing
10 days before vote
Trade: Aug 1 → Vote: Jul 22, 2025
Vote
On the Nomination
Voted: Not Voting
Markwayne Mullin sold UNH ($15,001-$50,000) 10 days after voting 'Not Voting' on Confirmation: Aaron Lukas, of Arkansas, to be Principal Deputy Director of National Intelligence
TRADED BEFORE VOTE UNH
55
Stock Trade
SHY purchase $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: No
John Boozman bought SHY ($1,001-$15,000) 0 days after voting 'No' on Johnson Amdt. No. 3428
TIGHT TIMING SHY
55
Stock Trade
TLH purchase $8K
Timing
1 day after vote
Trade: Aug 1 → Vote: Aug 2, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought TLH ($1,001-$15,000) 1 days before voting 'Yes' on Motion to Invoke Cloture: Jason Reding Quinones to be United States Attorney for the Southern Distri
TIGHT TIMING TLH
Angus King I ME
55
Stock Trade
GOOGL purchase $8K
Timing
1 day after vote
Trade: Jul 21 → Vote: Jul 22, 2025
Vote
On the Motion to Proceed
Voted: No
Angus King bought GOOGL ($1,001-$15,000) 1 days before voting 'No' on Motion to Proceed to Executive Session to consider Emil J. Bove III
TIGHT TIMING GOOGL
Angus King I ME
55
Stock Trade
LOW purchase $8K
Timing
2 days after vote
Trade: Jul 21 → Vote: Jul 23, 2025
Vote
On the Motion to Proceed
Voted: Yes
Angus King bought LOW ($1,001-$15,000) 2 days before voting 'Yes' on Motion to Proceed to H.R. 3944
TIGHT TIMING LOW
Stock Trade
NVDA Purchase
Timing
2 days before vote
Trade: Apr 10 → Vote: Apr 8, 2025
Vote
On Agreeing to the Resolution
Voted: No
Hon. Terri A. Sewell sold NVDA 2 days after voting 'No' on On Agreeing to the Resolution
TIGHT TIMING TRADED BEFORE VOTE NVDA
Stock Trade
TMO purchase $33K
Timing
13 days before vote
Trade: May 13 → Vote: Apr 30, 2025
Vote
On the Motion to Table
Voted: Yes
Markwayne Mullin bought TMO ($15,001-$50,000) 13 days after voting 'Yes' on Motion to Table the Motion to Reconsider the Vote by which S.J.Res. 49 Failed of Passage
TRADED BEFORE VOTE TMO
Stock Trade
FWONK sale $375K
Timing
13 days after vote
Trade: May 9 → Vote: May 22, 2025
Vote
On the Joint Resolution
Voted: No
John Hickenlooper sold FWONK ($250,001-$500,000) 13 days before voting 'No' on H.J.Res. 87
FWONK
Stock Trade
META purchase $8K
Timing
3 days after vote
Trade: Jul 29 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: Yes
Shelley Moore Capito bought META ($1,001-$15,000) 3 days before voting 'Yes' on Mullin Amdt. No. 3412
TIGHT TIMING META
55
Stock Trade
DTE sale $8K
Timing
1 day after vote
Trade: May 20 → Vote: May 21, 2025
Vote
On the Motion
Voted: No
John Boozman sold DTE ($1,001-$15,000) 1 days before voting 'No' on Motion to Recess for Fifteen Minutes
TIGHT TIMING DTE
Stock Trade
TMO purchase $33K
Timing
14 days before vote
Trade: May 13 → Vote: Apr 29, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought TMO ($15,001-$50,000) 14 days after voting 'Yes' on Confirmation: Warren Stephens, of Arkansas, to be Ambassador of the United States of America to the
TRADED BEFORE VOTE TMO
55
Stock Trade
GD sale $8K
Timing
1 day after vote
Trade: Jul 31 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: Yes
John Boozman sold GD ($1,001-$15,000) 1 days before voting 'Yes' on Collins Amdt. No. 3411, as amended
TIGHT TIMING GD
Stock Trade
UNH sale $33K
Timing
10 days before vote
Trade: Aug 1 → Vote: Jul 22, 2025
Vote
On the Nomination
Voted: Not Voting
Markwayne Mullin sold UNH ($15,001-$50,000) 10 days after voting 'Not Voting' on Confirmation: Cristian M. Stevens, of Missouri, to be United States District Judge for the Eastern D
TRADED BEFORE VOTE UNH
Explore More Data
📜
Bills
Legislation and bill sponsorships
🕵️
Dark Money
Anonymous political spending traced
📋
Contracts
Federal spending and government contracts
🗳️
Votes
Roll call votes and voting records
📅
Timeline
Epstein events overlaid with political donation activity
🔗
Epstein Money Trail
Epstein-linked figures × FEC donation records
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