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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)

Stock Trade
INTU sale $33K
Timing
14 days before vote
Trade: Feb 25 → Vote: Feb 11, 2026
Vote
On the Motion to Proceed
Voted: Yes
Markwayne Mullin sold INTU ($15,001-$50,000) 14 days after voting 'Yes' on Motion to Proceed to H. J. Res. 142
TRADED BEFORE VOTE INTU
Stock Trade
GOOGL purchase $8K
Timing
2 days after vote
Trade: Jul 29 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito bought GOOGL ($1,001-$15,000) 2 days before voting 'Yes' on Motion to Invoke Cloture: David Woll to be General Counsel of the Department of Housing and Urban De
TIGHT TIMING GOOGL
55
Stock Trade
ATO purchase $8K
Timing
1 day after vote
Trade: May 20 → Vote: May 21, 2025
Vote
On the Point of Order
Voted: Yes
John Boozman bought ATO ($1,001-$15,000) 1 days before voting 'Yes' on Shall Joint Resolutions that Meet All the Requirements of Section 802 of the Congressional Review Ac
TIGHT TIMING ATO
55
Stock Trade
MU sale $8K
Timing
1 day after vote
Trade: Jun 11 → Vote: Jun 12, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold MU ($1,001-$15,000) 1 days before voting 'Yes' on Confirmation: William Long, of Missouri, to be Commissioner of Internal Revenue
TIGHT TIMING MU
55
Stock Trade
MU sale $8K
Timing
Same day
Trade: Jul 1 → Vote: Jul 1, 2025
Vote
On the Motion
Voted: No
John Boozman sold MU ($1,001-$15,000) 0 days after voting 'No' on Warnock Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TIGHT TIMING MU
Stock Trade
ADBE purchase $33K
Timing
13 days before vote
Trade: May 13 → Vote: Apr 30, 2025
Vote
On the Motion to Proceed
Voted: Yes
Markwayne Mullin bought ADBE ($15,001-$50,000) 13 days after voting 'Yes' on Motion to Proceed to S.J.Res. 31
TRADED BEFORE VOTE ADBE
55
Stock Trade
MDLZ sale $8K
Timing
1 day after vote
Trade: Jul 31 → Vote: Aug 1, 2025
Vote
On Passage of the Bill
Voted: Yes
John Boozman sold MDLZ ($1,001-$15,000) 1 days before voting 'Yes' on H. R. 3944, as amended
TIGHT TIMING MDLZ
55
Stock Trade
GE purchase $8K
Timing
1 day after vote
Trade: Jul 31 → Vote: Aug 1, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought GE ($1,001-$15,000) 1 days before voting 'Yes' on Confirmation: Nicholas Kent, of Virginia, to be Under Secretary of Education
TIGHT TIMING GE
55
Stock Trade
PPLT sale $8K
Timing
1 day after vote
Trade: Aug 1 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold PPLT ($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 PPLT
55
Stock Trade
MBB purchase $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought MBB ($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 MBB
55
Stock Trade
TLT purchase $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: No
John Boozman bought TLT ($1,001-$15,000) 0 days after voting 'No' on Duckworth Amdt. No. 3466
TIGHT TIMING TLT
55
Stock Trade
IEF purchase $8K
Timing
1 day after vote
Trade: Aug 1 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought IEF ($1,001-$15,000) 1 days before voting 'Yes' on Confirmation: Andrew Puzder, of Tennessee, to be Representative of the United States of America to t
TIGHT TIMING IEF
55
Stock Trade
RNWGX purchase $33K
Timing
12 days before vote
Trade: Aug 14 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought RNWGX ($15,001-$50,000) 12 days after voting 'Yes' on Confirmation: Jason Reding Quinones, of Florida, to be United States Attorney for the Southern Distr
TRADED BEFORE VOTE RNWGX
55
Stock Trade
MU sale $8K
Timing
1 day after vote
Trade: Jan 26 → Vote: Jan 27, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
John Boozman sold MU ($1,001-$15,000) 1 days before voting 'Yes' on Motion to Invoke Cloture on the Motion to Proceed to S. 3627
TIGHT TIMING MU
Angus King I ME
55
Stock Trade
MRVL purchase $8K
Timing
1 day after vote
Trade: Jul 21 → Vote: Jul 22, 2025
Vote
On the Nomination
Voted: Yes
Angus King bought MRVL ($1,001-$15,000) 1 days before voting 'Yes' on Confirmation: Joshua M. Divine, of Missouri, to be United States District Judge for the Eastern and
TIGHT TIMING MRVL
Stock Trade
TXN purchase $33K
Timing
14 days before vote
Trade: May 13 → Vote: Apr 29, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought TXN ($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 TXN
Stock Trade
AMAT 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 AMAT ($15,001-$50,000) 6 days before voting 'Yes' on Motion to Invoke Cloture on the Motion to Proceed to S. 1582
AMAT
Stock Trade
INTU sale $33K
Timing
13 days before vote
Trade: Feb 25 → Vote: Feb 12, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Markwayne Mullin sold INTU ($15,001-$50,000) 13 days after voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 7147
TRADED BEFORE VOTE INTU
Stock Trade
GOOGL purchase $8K
Timing
2 days after vote
Trade: Jul 29 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito bought GOOGL ($1,001-$15,000) 2 days before voting 'Yes' on Motion to Invoke Cloture: Casey Mulligan to be Chief Counsel for Advocacy, Small Business Administra
TIGHT TIMING GOOGL
55
Stock Trade
ATO purchase $8K
Timing
1 day after vote
Trade: May 20 → Vote: May 21, 2025
Vote
On the Point of Order
Voted: Yes
John Boozman bought ATO ($1,001-$15,000) 1 days before voting 'Yes' on Shall Points of Order be in Order under the Congressional Review Act?
TIGHT TIMING ATO
55
Stock Trade
MU sale $8K
Timing
Same day
Trade: Jul 1 → Vote: Jul 1, 2025
Vote
On the Motion
Voted: No
John Boozman sold MU ($1,001-$15,000) 0 days after voting 'No' on Wyden Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TIGHT TIMING MU
Stock Trade
ADBE 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 ADBE ($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 ADBE
55
Stock Trade
MDLZ sale $8K
Timing
2 days after vote
Trade: Jul 31 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold MDLZ ($1,001-$15,000) 2 days before voting 'Yes' on Confirmation: Marcus Molinaro, of New York, to be Federal Transit Administrator
TIGHT TIMING MDLZ
55
Stock Trade
GE purchase $8K
Timing
1 day after vote
Trade: Jul 31 → Vote: Aug 1, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought GE ($1,001-$15,000) 1 days before voting 'Yes' on Confirmation: David Woll, of Virginia, to be General Counsel of the Department of Housing and Urban
TIGHT TIMING GE
55
Stock Trade
PPLT sale $8K
Timing
1 day after vote
Trade: Aug 1 → Vote: Aug 2, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold PPLT ($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 PPLT
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