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STOCK TRADE ↔ VOTE CORRELATIONS
30,490
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.

30,490
Correlations
49
Politicians
719
Score 70+
44.3
Avg Score

Highest Average Scores

HICKENLOOPER, JOHN W. D CO
55 avg (74)
Markwayne Mullin R OK
50.9 avg (4702)
SMITH, ANDY D MN
49.8 avg (65)
CAPITO, SHELLEY MOORE R WV
48.5 avg (221)
Dave McCormick R PA
47.1 avg (112)
John Boozman R AR
47 avg (9413)
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)
Jim Justice R WV
45.3 avg (60)

Most Correlated Tickers

UNH
45.7 avg (896 trades)
MSFT
45.4 avg (807 trades)
NVDA
46.1 avg (721 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
41.2 avg (398 trades)

Correlations (30490 found)

Score Date Amount Timing
55
Stock Trade
JMBS purchase $8K
Timing
1 day after vote
Trade: Aug 1 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought JMBS ($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 JMBS
55
Stock Trade
UNP sale $8K
Timing
1 day after vote
Trade: Jan 29 → Vote: Jan 30, 2026
Vote
On the Motion to Table
Voted: Yes
John Boozman sold UNP ($1,001-$15,000) 1 days before voting 'Yes' on Motion to Table Lee Amdt. No. 4236
TIGHT TIMING UNP
55
Stock Trade
LAZR sale $33K
Timing
8 days before vote
Trade: Jun 26 → Vote: Jun 18, 2025
Vote
On the Cloture Motion
Voted: Yes
A. Mitchell Jr. McConnell sold LAZR ($15,001-$50,000) 8 days after voting 'Yes' on Motion to Invoke Cloture: Rodney Scott to be Commissioner of U.S. Customs and Border Protection, Dep
TRADED BEFORE VOTE LAZR
55
Stock Trade
MA sale $8K
Timing
3 days after vote
Trade: Feb 23 → Vote: Feb 26, 2026
Vote
On the Cloture Motion
Voted: Not Voting
Sheldon Whitehouse sold MA ($1,001-$15,000) 3 days before voting 'Not Voting' on Motion to Invoke Cloture: Ryan McCormack to be Under Secretary of Transportation for Policy
TIGHT TIMING MA
55
Stock Trade
ADBE purchase $33K
Timing
14 days before vote
Trade: May 13 → Vote: Apr 29, 2025
Vote
On the Nomination
Voted: Not Voting
Markwayne Mullin bought ADBE ($15,001-$50,000) 14 days after voting 'Not Voting' on Confirmation: Tilman Fertitta, of Texas, to be Ambassador of the United States of America to the Ita
TRADED BEFORE VOTE ADBE
55
Stock Trade
UNH sale $33K
Timing
8 days before vote
Trade: Aug 1 → Vote: Jul 24, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin sold UNH ($15,001-$50,000) 8 days after voting 'Yes' on Confirmation: Richard Topping, of Ohio, to be Chief Financial Officer, Department of Veterans Affair
TRADED BEFORE VOTE UNH
55
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
55
Stock Trade
PPG sale $8K
Timing
1 day after vote
Trade: Jul 30 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold PPG ($1,001-$15,000) 1 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 PPG
55
Stock Trade
GOOGL purchase $8K
Timing
1 day after vote
Trade: May 20 → Vote: May 21, 2025
Vote
On the Motion to Table
Voted: Yes
John Boozman bought GOOGL ($1,001-$15,000) 1 days before voting 'Yes' on Motion to Table the Appeal that Two Points of Order are Not in Order at the Same Time
TIGHT TIMING GOOGL
55
Stock Trade
VEA sale $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold VEA ($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 VEA
55
Stock Trade
WWSYX purchase $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: No
John Boozman bought WWSYX ($1,001-$15,000) 0 days after voting 'No' on Kennedy Amdt. No. 3414
TIGHT TIMING WWSYX
55
Stock Trade
JMBS purchase $8K
Timing
1 day after vote
Trade: Aug 1 → Vote: Aug 2, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought JMBS ($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 JMBS
55
Stock Trade
UNP sale $8K
Timing
1 day after vote
Trade: Jan 29 → Vote: Jan 30, 2026
Vote
On the Amendment
Voted: No
John Boozman sold UNP ($1,001-$15,000) 1 days before voting 'No' on Paul Amdt. No. 4272
TIGHT TIMING UNP
55
Stock Trade
ADBE purchase $33K
Timing
14 days before vote
Trade: May 13 → Vote: Apr 29, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought ADBE ($15,001-$50,000) 14 days after voting 'Yes' on Motion to Invoke Cloture: Tilman Fertitta to be Ambassador of the United States of America to the It
TRADED BEFORE VOTE ADBE
55
Stock Trade
UNH sale $33K
Timing
8 days before vote
Trade: Aug 1 → Vote: Jul 24, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin sold UNH ($15,001-$50,000) 8 days after voting 'Yes' on Motion to Invoke Cloture: Richard Topping to be Chief Financial Officer, Department of Veterans Affa
TRADED BEFORE VOTE UNH
55
Stock Trade
PPG sale $8K
Timing
1 day after vote
Trade: Jul 30 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold PPG ($1,001-$15,000) 1 days before voting 'Yes' on Motion to Invoke Cloture: Casey Mulligan to be Chief Counsel for Advocacy, Small Business Administra
TIGHT TIMING PPG
55
Stock Trade
GOOGL purchase $8K
Timing
1 day after vote
Trade: May 20 → Vote: May 21, 2025
Vote
On the Motion to Table
Voted: No
John Boozman bought GOOGL ($1,001-$15,000) 1 days before voting 'No' on Motion to Table the Submitted Point of Order: Shall Points of Order Be in Order under the Congressio
TIGHT TIMING GOOGL
55
Stock Trade
VEA sale $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold VEA ($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 VEA
55
Stock Trade
WWSYX purchase $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: No
John Boozman bought WWSYX ($1,001-$15,000) 0 days after voting 'No' on Duckworth Amdt. No. 3466
TIGHT TIMING WWSYX
55
Stock Trade
JMBS purchase $8K
Timing
1 day after vote
Trade: Aug 1 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought JMBS ($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 JMBS
55
Stock Trade
SHY sale $33K
Timing
10 days before vote
Trade: Feb 6 → Vote: Jan 27, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
John Boozman sold SHY ($15,001-$50,000) 10 days after voting 'Yes' on Motion to Invoke Cloture on the Motion to Proceed to S. 3627
TRADED BEFORE VOTE SHY
55
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: Thomas Barrack, of Colorado, to be Ambassador of the United States of America to the R
TRADED BEFORE VOTE ADBE
55
Stock Trade
UNH sale $33K
Timing
8 days before vote
Trade: Aug 1 → Vote: Jul 24, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin sold UNH ($15,001-$50,000) 8 days after voting 'Yes' on Confirmation: Matthew Lohmeier, of Arizona, to be Under Secretary of the Air Force
TRADED BEFORE VOTE UNH
55
Stock Trade
PPG sale $8K
Timing
1 day after vote
Trade: Jul 30 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito sold PPG ($1,001-$15,000) 1 days before voting 'Yes' on Confirmation: Andrea Lucas, of Virginia, to be a Member of the Equal Employment Opportunity Commissi
TIGHT TIMING PPG
55
Stock Trade
GOOGL purchase $8K
Timing
1 day after vote
Trade: May 20 → Vote: May 21, 2025
Vote
On the Motion to Proceed
Voted: Yes
John Boozman bought GOOGL ($1,001-$15,000) 1 days before voting 'Yes' on Motion to Proceed to S.J.Res. 55
TIGHT TIMING GOOGL
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