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STOCK TRADE ↔ VOTE CORRELATIONS
30,326
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.

30,326
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 (9249)
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)
45.5 avg (774 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
41.2 avg (398 trades)

Correlations (30326 found)

30
Stock Trade
MU sale $8K
Timing
19 days after vote
Trade: Jun 11 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
John Boozman sold MU ($1,001-$15,000) 19 days before voting 'No' on Reed Motion to Commit H.R. 1 to the Committee on Finance with Instructions
MU
30
Stock Trade
AVGO purchase $8K
Timing
19 days after vote
Trade: Jun 11 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: Yes
John Boozman bought AVGO ($1,001-$15,000) 19 days before voting 'Yes' on Motion to Waive Section 425(a)(2) of the CBA re: H.R. 1
AVGO
Stock Trade
ZTS purchase $75K
Timing
23 days after vote
Trade: May 13 → Vote: Jun 5, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought ZTS ($50,001-$100,000) 23 days before voting 'Yes' on Confirmation: James O'Neill, of California, to be Deputy Secretary of Health and Human Services
ZTS
30
Stock Trade
GD sale $8K
Timing
22 days before vote
Trade: Jul 31 → Vote: Jul 9, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold GD ($1,001-$15,000) 22 days after voting 'Yes' on Confirmation: Preston Griffith, of Virginia, to be Under Secretary of Energy
TRADED BEFORE VOTE GD
30
Stock Trade
WMT purchase $8K
Timing
30 days before vote
Trade: Jul 31 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: No
John Boozman bought WMT ($1,001-$15,000) 30 days after voting 'No' on Hickenlooper Amdt. No. 2719
TRADED BEFORE VOTE WMT
30
Stock Trade
SHY purchase $8K
Timing
22 days before vote
Trade: Aug 1 → Vote: Jul 10, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought SHY ($1,001-$15,000) 22 days after voting 'Yes' on Motion to Invoke Cloture: Whitney D. Hermandorfer to be U.S. Circuit Judge for the Sixth Circuit
TRADED BEFORE VOTE SHY
30
Stock Trade
IWM purchase $8K
Timing
23 days before vote
Trade: Aug 1 → Vote: Jul 9, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought IWM ($1,001-$15,000) 23 days after voting 'Yes' on Confirmation: William Briggs, of Texas, to be Deputy Administrator of the Small Business Administrat
TRADED BEFORE VOTE IWM
Stock Trade
CSCO purchase $8K
Timing
29 days before vote
Trade: Jan 9 → Vote: Dec 11, 2025
Vote
On Motion to Table
Voted: No
Gilbert Cisneros bought CSCO ($1,001-$15,000) 29 days after voting 'No' on On Motion to Table
TRADED BEFORE VOTE CSCO
Stock Trade
PRU purchase $8K
Timing
22 days before vote
Trade: Jan 9 → Vote: Dec 18, 2025
Vote
On Passage
Voted: No
Gilbert Cisneros bought PRU ($1,001-$15,000) 22 days after voting 'No' on On Passage
TRADED BEFORE VOTE PRU
Stock Trade
PLTR purchase $8K
Timing
24 days before vote
Trade: Jan 9 → Vote: Dec 16, 2025
Vote
On Motion to Recommit
Voted: Yes
Gilbert Cisneros bought PLTR ($1,001-$15,000) 24 days after voting 'Yes' on On Motion to Recommit
TRADED BEFORE VOTE PLTR
30
Stock Trade
MU sale $8K
Timing
24 days before vote
Trade: Aug 22 → Vote: Jul 29, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold MU ($1,001-$15,000) 24 days after voting 'Yes' on Motion to Invoke Cloture: Susan Monarez to be Director of the Centers for Disease Control and Preven
TRADED BEFORE VOTE MU
Stock Trade
DOC purchase $8K
Timing
23 days before vote
Trade: Jan 9 → Vote: Dec 17, 2025
Vote
On Agreeing to the Resolution
Voted: Yes
Gilbert Cisneros bought DOC ($1,001-$15,000) 23 days after voting 'Yes' on On Agreeing to the Resolution
TRADED BEFORE VOTE DOC
30
Stock Trade
V purchase $8K
Timing
15 days after vote
Trade: Jan 15 → Vote: Jan 30, 2026
Vote
On the Motion to Table
Voted: Yes
John Boozman bought V ($1,001-$15,000) 15 days before voting 'Yes' on Motion to Table Lee Amdt. No. 4234
V
Stock Trade
EOG sale $8K
Timing
29 days before vote
Trade: Jan 9 → Vote: Dec 11, 2025
Vote
On Passage
Voted: No
Gilbert Cisneros sold EOG ($1,001-$15,000) 29 days after voting 'No' on On Passage
TRADED BEFORE VOTE EOG
Stock Trade
EG purchase $8K
Timing
23 days before vote
Trade: Jan 9 → Vote: Dec 17, 2025
Vote
On Passage
Voted: No
Gilbert Cisneros bought EG ($1,001-$15,000) 23 days after voting 'No' on On Passage
TRADED BEFORE VOTE EG
Stock Trade
COP sale $8K
Timing
29 days before vote
Trade: Jan 9 → Vote: Dec 11, 2025
Vote
On Passage
Voted: Yes
Gilbert Cisneros sold COP ($1,001-$15,000) 29 days after voting 'Yes' on On Passage
TRADED BEFORE VOTE COP
30
Stock Trade
MU sale $8K
Timing
17 days after vote
Trade: Jan 26 → Vote: Feb 12, 2026
Vote
On the Joint Resolution
Voted: Yes
John Boozman sold MU ($1,001-$15,000) 17 days before voting 'Yes' on H. J. Res. 142
MU
Stock Trade
LIN purchase $8K
Timing
22 days before vote
Trade: Jan 9 → Vote: Dec 18, 2025
Vote
On Passage
Voted: No
Gilbert Cisneros bought LIN ($1,001-$15,000) 22 days after voting 'No' on On Passage
TRADED BEFORE VOTE LIN
Stock Trade
VRSK sale $8K
Timing
25 days before vote
Trade: Jan 9 → Vote: Dec 15, 2025
Vote
On Motion to Suspend the Rules and Pass
Voted: Yes
Gilbert Cisneros sold VRSK ($1,001-$15,000) 25 days after voting 'Yes' on On Motion to Suspend the Rules and Pass
TRADED BEFORE VOTE VRSK
Stock Trade
LYB purchase $8K
Timing
22 days before vote
Trade: Jan 9 → Vote: Dec 18, 2025
Vote
On Agreeing to the Amendment
Voted: No
Gilbert Cisneros bought LYB ($1,001-$15,000) 22 days after voting 'No' on On Agreeing to the Amendment
TRADED BEFORE VOTE LYB
Stock Trade
NHI purchase $8K
Timing
28 days before vote
Trade: Jan 15 → Vote: Dec 18, 2025
Vote
On Agreeing to the Amendment
Voted: No
Gilbert Cisneros bought NHI ($1,001-$15,000) 28 days after voting 'No' on On Agreeing to the Amendment
TRADED BEFORE VOTE NHI
30
Stock Trade
TTD sale $8K
Timing
22 days before vote
Trade: Jan 8 → Vote: Dec 17, 2025
Vote
On Motion to Recommit
Voted: No
Byron Donalds sold TTD ($1,001-$15,000) 22 days after voting 'No' on On Motion to Recommit
TRADED BEFORE VOTE TTD
30
Stock Trade
AMZN purchase $8K
Timing
21 days after vote
Trade: Apr 30 → Vote: May 21, 2025
Vote
On the Motion to Proceed
Voted: Yes
Katie Britt bought AMZN ($1,001-$15,000) 21 days before voting 'Yes' on Motion to Proceed to S.J.Res. 55
AMZN
Stock Trade
DT sale $8K
Timing
29 days before vote
Trade: Jan 9 → Vote: Dec 11, 2025
Vote
On Agreeing to the Amendment
Voted: No
Michael Patrick Guest sold DT ($1,001-$15,000) 29 days after voting 'No' on On Agreeing to the Amendment
TRADED BEFORE VOTE DT
Stock Trade
FNF sale $8K
Timing
26 days before vote
Trade: Jan 12 → Vote: Dec 17, 2025
Vote
On Agreeing to the Resolution
Voted: No
August Lee Pfluger Ii sold FNF ($1,001-$15,000) 26 days after voting 'No' on On Agreeing to the Resolution
TRADED BEFORE VOTE FNF
Explore More Data
📜
Bills
Legislation and bill sponsorships
🔍
Exposed
Highest-scoring suspicious correlations
🤝
Lobbying
Lobbying filings and influence spending
🔗
Epstein Money Trail
Epstein-linked figures × FEC donation records
🗳️
Votes
Roll call votes and voting records
💰
Money Trail
Follow the money from donors to politicians
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