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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
60
Stock Trade
HYG sale $8K
Timing
7 days before vote
Trade: Jul 8 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: No
John Boozman sold HYG ($1,001-$15,000) 7 days after voting 'No' on Shaheen Amdt. No. 2564
TRADED BEFORE VOTE HYG
60
Stock Trade
TMO purchase $33K
Timing
Same day
Trade: May 13 → Vote: May 13, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought TMO ($15,001-$50,000) 0 days after voting 'Yes' on Motion to Invoke Cloture: James Danly to be Deputy Secretary of Energy
TIGHT TIMING TMO
60
Stock Trade
FCFS purchase $33K
Timing
1 day after vote
Trade: Jan 5 → Vote: Jan 6, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought FCFS ($15,001-$50,000) 1 days before voting 'Yes' on Confirmation: Sara Bailey, of Texas, to be Director of National Drug Control Policy
TIGHT TIMING FCFS
60
Stock Trade
ADBE purchase $33K
Timing
Same day
Trade: Feb 4 → Vote: Feb 4, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought ADBE ($15,001-$50,000) 0 days after voting 'Yes' on Confirmation: Megan Blair Benton, of Missouri, to be U.S. District Judge for the Western District of
TIGHT TIMING ADBE
60
Stock Trade
JMBS sale $8K
Timing
7 days before vote
Trade: Feb 6 → Vote: Jan 30, 2026
Vote
On the Motion to Table
Voted: Yes
John Boozman sold JMBS ($1,001-$15,000) 7 days after voting 'Yes' on Motion to Table Lee Amdt. No. 4234
TRADED BEFORE VOTE JMBS
Angus King I ME
60
Stock Trade
ANET purchase $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought ANET ($1,001-$15,000) 4 days after voting 'Yes' on Merkley Amdt. No. 2863
TRADED BEFORE VOTE ANET
60
Stock Trade
TMO purchase $33K
Timing
1 day after vote
Trade: May 13 → Vote: May 14, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought TMO ($15,001-$50,000) 1 days before voting 'Yes' on Confirmation: Eric Matthew Ueland, of Virginia, to be Deputy Director for Management, Office of Mana
TIGHT TIMING TMO
60
Stock Trade
CRS purchase $33K
Timing
1 day after vote
Trade: Feb 4 → Vote: Feb 5, 2026
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought CRS ($15,001-$50,000) 1 days before voting 'Yes' on Motion to Invoke Cloture: Justin R. Olson to be U.S. District Judge for the Southern District of Ind
TIGHT TIMING CRS
60
Stock Trade
AAPL sale $8K
Timing
4 days before vote
Trade: Jul 18 → Vote: Jul 14, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito sold AAPL ($1,001-$15,000) 4 days after voting 'Yes' on Confirmation: Whitney D. Hermandorfer, of Tennessee, to be United States Circuit Judge for the Sixth
TRADED BEFORE VOTE AAPL
60
Stock Trade
PPG sale $8K
Timing
7 days before vote
Trade: Jul 30 → Vote: Jul 23, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito sold PPG ($1,001-$15,000) 7 days after voting 'Yes' on Confirmation: Aaron Szabo, of Virginia, to be an Assistant Administrator of the Environmental Protec
TRADED BEFORE VOTE PPG
60
Stock Trade
HYG sale $8K
Timing
7 days before vote
Trade: Jul 8 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: No
John Boozman sold HYG ($1,001-$15,000) 7 days after voting 'No' on Hickenlooper Amdt. No. 2719
TRADED BEFORE VOTE HYG
60
Stock Trade
TMO purchase $33K
Timing
Same day
Trade: May 13 → Vote: May 13, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought TMO ($15,001-$50,000) 0 days after voting 'Yes' on Confirmation: Troy Meink, of Virginia, to be Secretary of the Air Force
TIGHT TIMING TMO
60
Stock Trade
FCFS purchase $33K
Timing
1 day after vote
Trade: Jan 5 → Vote: Jan 6, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought FCFS ($15,001-$50,000) 1 days before voting 'Yes' on Confirmation: Joshua Simmons, of Virginia, to be General Counsel of the Central Intelligence Agency
TIGHT TIMING FCFS
60
Stock Trade
ADBE purchase $33K
Timing
Same day
Trade: Feb 4 → Vote: Feb 4, 2026
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought ADBE ($15,001-$50,000) 0 days after voting 'Yes' on Motion to Invoke Cloture: Megan Blair Benton to be U.S. District Judge for the Western District of M
TIGHT TIMING ADBE
60
Stock Trade
JMBS sale $8K
Timing
7 days before vote
Trade: Feb 6 → Vote: Jan 30, 2026
Vote
On the Motion to Table
Voted: Yes
John Boozman sold JMBS ($1,001-$15,000) 7 days after voting 'Yes' on Motion to Table Lee Amdt. No. 4236
TRADED BEFORE VOTE JMBS
Angus King I ME
60
Stock Trade
ANET purchase $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought ANET ($1,001-$15,000) 4 days after voting 'Yes' on Ossoff Amdt. No. 2896
TRADED BEFORE VOTE ANET
60
Stock Trade
TMO purchase $33K
Timing
1 day after vote
Trade: May 13 → Vote: May 14, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought TMO ($15,001-$50,000) 1 days before voting 'Yes' on Motion to Invoke Cloture: Eric Matthew Ueland to be Deputy Director for Management, Office of Manage
TIGHT TIMING TMO
60
Stock Trade
CRS purchase $33K
Timing
1 day after vote
Trade: Feb 4 → Vote: Feb 5, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought CRS ($15,001-$50,000) 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 CRS
60
Stock Trade
PPG sale $8K
Timing
7 days before vote
Trade: Jul 30 → Vote: Jul 23, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold PPG ($1,001-$15,000) 7 days after voting 'Yes' on Motion to Invoke Cloture: Aaron Szabo to be an Assistant Administrator of the Environmental Protecti
TRADED BEFORE VOTE PPG
60
Stock Trade
HYG sale $8K
Timing
7 days before vote
Trade: Jul 8 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: No
John Boozman sold HYG ($1,001-$15,000) 7 days after voting 'No' on Rosen Amdt. No. 2717
TRADED BEFORE VOTE HYG
60
Stock Trade
TMO purchase $33K
Timing
Same day
Trade: May 13 → Vote: May 13, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought TMO ($15,001-$50,000) 0 days after voting 'Yes' on Motion to Invoke Cloture: Troy Meink to be Secretary of the Air Force
TIGHT TIMING TMO
60
Stock Trade
FCFS purchase $33K
Timing
2 days after vote
Trade: Jan 5 → Vote: Jan 7, 2026
Vote
On the Motion to Proceed
Voted: No
Markwayne Mullin bought FCFS ($15,001-$50,000) 2 days before voting 'No' on Motion to Proceed to S.J.Res. 86
TIGHT TIMING FCFS
60
Stock Trade
ADBE purchase $33K
Timing
Same day
Trade: Feb 4 → Vote: Feb 4, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought ADBE ($15,001-$50,000) 0 days after voting 'Yes' on Confirmation: Aaron Christian Peterson, of Alaska, to be United States District Judge for the Distri
TIGHT TIMING ADBE
60
Stock Trade
JMBS sale $8K
Timing
7 days before vote
Trade: Feb 6 → Vote: Jan 30, 2026
Vote
On the Amendment
Voted: No
John Boozman sold JMBS ($1,001-$15,000) 7 days after voting 'No' on Paul Amdt. No. 4272
TRADED BEFORE VOTE JMBS
Angus King I ME
60
Stock Trade
ANET purchase $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought ANET ($1,001-$15,000) 4 days after voting 'Yes' on Shaheen Amdt. No. 2898
TRADED BEFORE VOTE ANET
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