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STOCK TRADE ↔ VOTE CORRELATIONS
30,204
correlations
719
high-score
44.3
avg score
Home / Stock Trades / Correlations

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

HICKENLOOPER, JOHN W. D CO
55 avg (74)
SMITH, ANDY D MN
52 avg (43)
Markwayne Mullin R OK
50.9 avg (4702)
CAPITO, SHELLEY MOORE R WV
48.5 avg (221)
John Fetterman D PA
48.2 avg (69)
Dave McCormick R PA
47.1 avg (112)
John Boozman R AR
47 avg (9249)
Shelley Moore Capito R WV
46.7 avg (3505)
Angus King I ME
45.6 avg (4257)
PELOSI, NANCY D CA
45.4 avg (100)

Most Correlated Tickers

UNH
45.7 avg (896 trades)
MSFT
45.8 avg (748 trades)
NVDA
46.2 avg (705 trades)
GOOGL
47 avg (689 trades)
JPM
47.9 avg (578 trades)
META
45.5 avg (556 trades)
XOM
42.7 avg (454 trades)
AVGO
41.5 avg (413 trades)
GD
48.4 avg (404 trades)
MU
41.4 avg (387 trades)

Correlations (30204 found)

Score Date Amount Timing
65
Stock Trade
MU sale $8K
Timing
1 day before vote
Trade: Jul 1 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: Yes
John Boozman sold MU ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Waive Section 313(b)(1)(D) of the CBA Re: Cornyn Amdt. No. 2705
TIGHT TIMING TRADED BEFORE VOTE MU
65
Stock Trade
ZTS purchase $75K
Timing
2 days after vote
Trade: May 13 → Vote: May 15, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought ZTS ($50,001-$100,000) 2 days before voting 'Yes' on Confirmation: Sean Donahue, of F.L., to be an Assistant Administrator of the Environmental Protectio
TIGHT TIMING ZTS
65
Stock Trade
APG purchase $33K
Timing
5 days before vote
Trade: Feb 4 → Vote: Jan 30, 2026
Vote
On the Motion to Table
Voted: No
Markwayne Mullin bought APG ($15,001-$50,000) 5 days after voting 'No' on Motion to Table Lee Amdt. No. 4234
TRADED BEFORE VOTE APG
65
Stock Trade
EMLP sale $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold EMLP ($1,001-$15,000) 2 days after voting 'Yes' on Confirmation: Thomas Gaiser, of Ohio, to be an Assistant Attorney General
TIGHT TIMING TRADED BEFORE VOTE EMLP
65
Stock Trade
RNWGX purchase $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought RNWGX ($1,001-$15,000) 2 days after voting 'Yes' on Motion to Invoke Cloture: Matthew Kozma to be Under Secretary for Intelligence and Analysis, Departm
TIGHT TIMING TRADED BEFORE VOTE RNWGX
65
Stock Trade
MBB sale $8K
Timing
3 days before vote
Trade: Feb 6 → Vote: Feb 3, 2026
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold MBB ($1,001-$15,000) 3 days after voting 'Yes' on Motion to Invoke Cloture: Aaron Christian Peterson to be U.S. District Judge for the District of Ala
TIGHT TIMING TRADED BEFORE VOTE MBB
65
Stock Trade
CSX purchase $33K
Timing
5 days before vote
Trade: May 13 → Vote: May 8, 2025
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Markwayne Mullin bought CSX ($15,001-$50,000) 5 days after voting 'Yes' on Motion to Invoke Cloture: Motion to proceed to S. 1582
TRADED BEFORE VOTE CSX
65
Stock Trade
HD purchase $8K
Timing
1 day before vote
Trade: May 16 → Vote: May 15, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought HD ($1,001-$15,000) 1 days after voting 'Yes' on Confirmation: Sean Donahue, of F.L., to be an Assistant Administrator of the Environmental Protectio
TIGHT TIMING TRADED BEFORE VOTE HD
65
Stock Trade
ATO purchase $8K
Timing
1 day before vote
Trade: May 20 → Vote: May 19, 2025
Vote
On Cloture on the Motion to Proceed
Voted: Yes
John Boozman bought ATO ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Invoke Cloture on the Motion to Proceed to S. 1582
TIGHT TIMING TRADED BEFORE VOTE ATO
65
Stock Trade
MU sale $8K
Timing
1 day before vote
Trade: Jul 1 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
John Boozman sold MU ($1,001-$15,000) 1 days after voting 'No' on Motion to Waive Section 302(F) of the CBA Re: Amdt. No. 2414
TIGHT TIMING TRADED BEFORE VOTE MU
65
Stock Trade
APG purchase $33K
Timing
5 days before vote
Trade: Feb 4 → Vote: Jan 30, 2026
Vote
On the Motion to Table
Voted: Yes
Markwayne Mullin bought APG ($15,001-$50,000) 5 days after voting 'Yes' on Motion to Table Lee Amdt. No. 4236
TRADED BEFORE VOTE APG
65
Stock Trade
EMLP sale $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold EMLP ($1,001-$15,000) 2 days after voting 'Yes' on Motion to Invoke Cloture: Thomas Gaiser to be an Assistant Attorney General
TIGHT TIMING TRADED BEFORE VOTE EMLP
65
Stock Trade
RNWGX purchase $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought RNWGX ($1,001-$15,000) 2 days after voting 'Yes' on Motion to Invoke Cloture: Gadyaces Serralta to be Director of the United States Marshals Service
TIGHT TIMING TRADED BEFORE VOTE RNWGX
65
Stock Trade
MBB sale $8K
Timing
3 days before vote
Trade: Feb 6 → Vote: Feb 3, 2026
Vote
On the Nomination
Voted: Yes
John Boozman sold MBB ($1,001-$15,000) 3 days after voting 'Yes' on Confirmation: Nicholas Jon Ganjei, of Texas, to be U.S. District Judge for the Southern District of
TIGHT TIMING TRADED BEFORE VOTE MBB
65
Stock Trade
CSX purchase $33K
Timing
5 days before vote
Trade: May 13 → Vote: May 8, 2025
Vote
On the Joint Resolution
Voted: Yes
Markwayne Mullin bought CSX ($15,001-$50,000) 5 days after voting 'Yes' on S.J. Res. 7
TRADED BEFORE VOTE CSX
65
Stock Trade
COHR sale $33K
Timing
6 days before vote
Trade: Feb 4 → Vote: Jan 29, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Markwayne Mullin sold COHR ($15,001-$50,000) 6 days after voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 7148
TRADED BEFORE VOTE COHR
65
Stock Trade
ATO purchase $8K
Timing
1 day before vote
Trade: May 20 → Vote: May 19, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought ATO ($1,001-$15,000) 1 days after voting 'Yes' on Confirmation: Charles Kushner, of New York, to be Ambassador of the United States of America to the
TIGHT TIMING TRADED BEFORE VOTE ATO
65
Stock Trade
MU sale $8K
Timing
1 day before vote
Trade: Jul 1 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
John Boozman sold MU ($1,001-$15,000) 1 days after voting 'No' on Motion to Waive Section 302(F) of the CBA Re: Amdt. No. 2696
TIGHT TIMING TRADED BEFORE VOTE MU
65
Stock Trade
APG purchase $33K
Timing
5 days before vote
Trade: Feb 4 → Vote: Jan 30, 2026
Vote
On the Amendment
Voted: No
Markwayne Mullin bought APG ($15,001-$50,000) 5 days after voting 'No' on Paul Amdt. No. 4272
TRADED BEFORE VOTE APG
65
Stock Trade
EMLP sale $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold EMLP ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Invoke Cloture: Nicholas Kent to be Under Secretary of Education
TIGHT TIMING TRADED BEFORE VOTE EMLP
65
Stock Trade
RNWGX purchase $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Motion to Discharge
Voted: No
John Boozman bought RNWGX ($1,001-$15,000) 2 days after voting 'No' on Motion to Discharge S. J. Res. 34
TIGHT TIMING TRADED BEFORE VOTE RNWGX
65
Stock Trade
MBB sale $8K
Timing
3 days before vote
Trade: Feb 6 → Vote: Feb 3, 2026
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold MBB ($1,001-$15,000) 3 days after voting 'Yes' on Motion to Invoke Cloture: Nicholas Jon Ganjei to be U.S. District Judge for the Southern District of
TIGHT TIMING TRADED BEFORE VOTE MBB
65
Stock Trade
BRK.B sale $175K
Timing
Same day
Trade: Jan 27 → Vote: Jan 27, 2026
Vote
On Cloture on the Motion to Proceed
Voted: No
Tina Smith sold BRK.B ($100,001-$250,000) 0 days after voting 'No' on Motion to Invoke Cloture on the Motion to Proceed to S. 3627
FEATURED TIGHT TIMING BRK.B
65
Stock Trade
COHR sale $33K
Timing
5 days before vote
Trade: Feb 4 → Vote: Jan 30, 2026
Vote
On Passage of the Bill
Voted: Yes
Markwayne Mullin sold COHR ($15,001-$50,000) 5 days after voting 'Yes' on H.R. 7148, as Amended
TRADED BEFORE VOTE COHR
65
Stock Trade
ATO purchase $8K
Timing
1 day before vote
Trade: May 20 → Vote: May 19, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought ATO ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Invoke Cloture: Charles Kushner to be Ambassador of the United States of America to the Fr
TIGHT TIMING TRADED BEFORE VOTE ATO
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