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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)

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 Scott (FL) Amdt. No. 3113, as modified
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: Brian Burch, of Illinois, to be Ambassador of the United States of America to the Holy
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: Jeanine Pirro, of New York, to be United States Attorney for the District of Columbia
TRADED BEFORE VOTE RNWGX
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: No
Angus King bought MRVL ($1,001-$15,000) 1 days before voting 'No' on Confirmation: Aaron Lukas, of Arkansas, to be Principal Deputy Director of National Intelligence
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: Thomas Barrack, of Colorado, to be Ambassador of the United States of America to the R
TRADED BEFORE VOTE TXN
Stock Trade
GS purchase $33K
Timing
7 days after vote
Trade: Dec 29 → Vote: Jan 5, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought GS ($15,001-$50,000) 7 days before voting 'Yes' on Confirmation: Keith Bass, of Texas, to be an Assistant Secretary of Defense
GS
Stock Trade
AMKR purchase $33K
Timing
6 days after vote
Trade: Feb 4 → Vote: Feb 10, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought AMKR ($15,001-$50,000) 6 days before voting 'Yes' on Confirmation: Daniel E. Burrows, of Colorado, to be an Assistant Attorney General
AMKR
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: Nicholas Kent to be Under Secretary of Education
TIGHT TIMING GOOGL
55
Stock Trade
HD purchase $8K
Timing
3 days after vote
Trade: May 16 → Vote: May 19, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought HD ($1,001-$15,000) 3 days before voting 'Yes' on Motion to Invoke Cloture: Charles Kushner to be Ambassador of the United States of America to the Fr
TIGHT TIMING HD
55
Stock Trade
ATO purchase $8K
Timing
1 day after vote
Trade: May 20 → Vote: May 21, 2025
Vote
On the Joint Resolution
Voted: Yes
John Boozman bought ATO ($1,001-$15,000) 1 days before voting 'Yes' on S.J.Res. 55
TIGHT TIMING ATO
55
Stock Trade
MU sale $8K
Timing
1 day after vote
Trade: Jun 11 → Vote: Jun 12, 2025
Vote
On the Motion to Table
Voted: No
John Boozman sold MU ($1,001-$15,000) 1 days before voting 'No' on Motion to Table Amdt. No. 2310
TIGHT TIMING MU
55
Stock Trade
MU sale $8K
Timing
Same day
Trade: Jul 1 → Vote: Jul 1, 2025
Vote
On Passage of the Bill
Voted: Yes
John Boozman sold MU ($1,001-$15,000) 0 days after voting 'Yes' on H.R. 1, as Amended
TIGHT TIMING MU
Stock Trade
ADBE purchase $33K
Timing
14 days before vote
Trade: May 13 → Vote: Apr 29, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought ADBE ($15,001-$50,000) 14 days after voting 'Yes' on Confirmation: David Perdue, of Georgia, to be Ambassador of the United States of America to the Peop
TRADED BEFORE VOTE ADBE
55
Stock Trade
MDLZ sale $8K
Timing
1 day after vote
Trade: Jul 31 → Vote: Aug 1, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold MDLZ ($1,001-$15,000) 1 days before voting 'Yes' on Motion to Invoke Cloture: Brian Nesvik to be Director of the United States Fish and Wildlife Service
TIGHT TIMING MDLZ
55
Stock Trade
GE purchase $8K
Timing
Same day
Trade: Jul 31 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought GE ($1,001-$15,000) 0 days after voting 'Yes' on Motion to Invoke Cloture: Cheryl Mason to be Inspector General, Department of Veterans Affairs
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: Catherine Hanson, of South Carolina, to be Chief Financial Officer, Environmental Prot
TIGHT TIMING PPLT
Stock Trade
LRN purchase $33K
Timing
8 days before vote
Trade: Feb 4 → Vote: Jan 27, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Markwayne Mullin bought LRN ($15,001-$50,000) 8 days after voting 'Yes' on Motion to Invoke Cloture on the Motion to Proceed to S. 3627
TRADED BEFORE VOTE LRN
Stock Trade
AIT sale $8K
Timing
1 day after vote
Trade: Feb 4 → Vote: Feb 5, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin sold AIT ($1,001-$15,000) 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 AIT
55
Stock Trade
MBB purchase $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought MBB ($1,001-$15,000) 0 days after voting 'Yes' on Confirmation: Casey Mulligan, of Illinois, to be Chief Counsel for Advocacy, Small Business Administ
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 Kennedy Amdt. No. 3414
TIGHT TIMING TLT
55
Stock Trade
IEF purchase $8K
Timing
1 day after vote
Trade: Aug 1 → Vote: Aug 2, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought IEF ($1,001-$15,000) 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 IEF
55
Stock Trade
RNWGX purchase $33K
Timing
12 days before vote
Trade: Aug 14 → Vote: Aug 2, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought RNWGX ($15,001-$50,000) 12 days after voting 'Yes' on Motion to Invoke Cloture: Jeanine Pirro to be United States Attorney for the District of Columbia
TRADED BEFORE VOTE RNWGX
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: No
Angus King bought MRVL ($1,001-$15,000) 1 days before voting 'No' on Confirmation: Cristian M. Stevens, of Missouri, to be United States District Judge for the Eastern D
TIGHT TIMING MRVL
Stock Trade
TXN purchase $33K
Timing
14 days before vote
Trade: May 13 → Vote: Apr 29, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought TXN ($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 TXN
Stock Trade
AMKR purchase $33K
Timing
7 days after vote
Trade: Feb 4 → Vote: Feb 11, 2026
Vote
On the Motion to Proceed
Voted: Yes
Markwayne Mullin bought AMKR ($15,001-$50,000) 7 days before voting 'Yes' on Motion to Proceed to H. J. Res. 142
AMKR
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