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
55 avg
50.9 avg
49.8 avg
48.5 avg
47.1 avg
47 avg
46.7 avg
45.6 avg
45.4 avg
45.3 avg
50
Stock Trade
EMB
purchase $8K
Timing
10 days before vote
Trade: Feb 6 → Vote: Jan 27, 2026
Trade: Feb 6 → Vote: Jan 27, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Voted: Yes
John Boozman bought EMB ($1,001-$15,000) 10 days after voting 'Yes' on Motion to Invoke Cloture on the Motion to Proceed to S. 3627
50
Stock Trade
ANET
purchase $8K
Timing
11 days before vote
Trade: Jul 21 → Vote: Jul 10, 2025
Trade: Jul 21 → Vote: Jul 10, 2025
Vote
On the Nomination
Voted: No
Voted: No
Angus King bought ANET ($1,001-$15,000) 11 days after voting 'No' on Confirmation: Jonathan Gould, of Virginia, to be Comptroller of the Currency
50
Stock Trade
BX
sale $8K
Timing
8 days before vote
Trade: Feb 13 → Vote: Feb 5, 2026
Trade: Feb 13 → Vote: Feb 5, 2026
Vote
On the Nomination
Voted: No
Voted: No
Angus King sold BX ($1,001-$15,000) 8 days after voting 'No' on Confirmation: Brian Charles Lea, of Tennessee, to be U.S. District Judge for the Western District of
50
Stock Trade
VRT
purchase $8K
Timing
7 days after vote
Trade: Jul 21 → Vote: Jul 28, 2025
Trade: Jul 21 → Vote: Jul 28, 2025
Vote
On the Nomination
Voted: No
Voted: No
Angus King bought VRT ($1,001-$15,000) 7 days before voting 'No' on Confirmation: David Wright, of South Carolina, to be a Member of the Nuclear Regulatory Commission
50
Stock Trade
GOOG
Purchase
Timing
6 days before vote
Trade: Jun 16 → Vote: Jun 10, 2025
Trade: Jun 16 → Vote: Jun 10, 2025
Vote
On Agreeing to the Resolution
Voted: Yes
Voted: Yes
Hon. Scott Scott Franklin sold GOOG 6 days after voting 'Yes' on On Agreeing to the Resolution
50
Stock Trade
ZTS
purchase $75K
Timing
8 days after vote
Trade: May 13 → Vote: May 21, 2025
Trade: May 13 → Vote: May 21, 2025
Vote
On the Motion to Table
Voted: Yes
Voted: Yes
Markwayne Mullin bought ZTS ($50,001-$100,000) 8 days before voting 'Yes' on Motion to Table the Appeal that Two Points of Order are Not in Order at the Same Time
50
Stock Trade
MMM
sale $75K
Timing
20 days before vote
Trade: Mar 31 → Vote: Mar 11, 2026
Trade: Mar 31 → Vote: Mar 11, 2026
Vote
On the Amendment
Voted: Yes
Voted: Yes
Tina Smith sold MMM ($50,001-$100,000) 20 days after voting 'Yes' on Scott (SC) Amdt. No. 4308, as amended
50
Stock Trade
PPG
sale $8K
Timing
14 days before vote
Trade: Jul 30 → Vote: Jul 16, 2025
Trade: Jul 30 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: No
Voted: No
Shelley Moore Capito sold PPG ($1,001-$15,000) 14 days after voting 'No' on Coons Amdt. No. 2856
50
Stock Trade
HYG
sale $8K
Timing
8 days before vote
Trade: Jul 8 → Vote: Jun 30, 2025
Trade: Jul 8 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: Yes
Voted: Yes
John Boozman sold HYG ($1,001-$15,000) 8 days after voting 'Yes' on Motion to Waive Section 425(a)(2) of the CBA re: H.R. 1
50
Stock Trade
JPM
sale $8K
Timing
24 days before vote
Trade: Jul 24 → Vote: Jun 30, 2025
Trade: Jul 24 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
Voted: No
John Boozman sold JPM ($1,001-$15,000) 24 days after voting 'No' on Motion to Commit H.R. 1 to the Committee on Finance with Instructions
50
Stock Trade
VEA
sale $8K
Timing
9 days before vote
Trade: Aug 1 → Vote: Jul 23, 2025
Trade: Aug 1 → Vote: Jul 23, 2025
Vote
On the Cloture Motion
Voted: Yes
Voted: Yes
John Boozman sold VEA ($1,001-$15,000) 9 days after voting 'Yes' on Motion to Invoke Cloture: Aaron Szabo to be an Assistant Administrator of the Environmental Protecti
50
Stock Trade
WWSYX
purchase $8K
Timing
10 days before vote
Trade: Aug 1 → Vote: Jul 22, 2025
Trade: Aug 1 → Vote: Jul 22, 2025
Vote
On the Nomination
Voted: Yes
Voted: Yes
John Boozman bought WWSYX ($1,001-$15,000) 10 days after voting 'Yes' on Confirmation: Cristian M. Stevens, of Missouri, to be United States District Judge for the Eastern D
50
Stock Trade
MBB
purchase $8K
Timing
7 days after vote
Trade: Jan 23 → Vote: Jan 30, 2026
Trade: Jan 23 → Vote: Jan 30, 2026
Vote
On Passage of the Bill
Voted: Yes
Voted: Yes
John Boozman bought MBB ($1,001-$15,000) 7 days before voting 'Yes' on H.R. 7148, as Amended
50
Stock Trade
CVS
purchase $8K
Timing
7 days after vote
Trade: Jan 29 → Vote: Feb 5, 2026
Trade: Jan 29 → Vote: Feb 5, 2026
Vote
On the Nomination
Voted: Yes
Voted: Yes
John Boozman bought CVS ($1,001-$15,000) 7 days before voting 'Yes' on Confirmation: Brian Charles Lea, of Tennessee, to be U.S. District Judge for the Western District of
50
Stock Trade
EMB
purchase $8K
Timing
8 days before vote
Trade: Feb 6 → Vote: Jan 29, 2026
Trade: Feb 6 → Vote: Jan 29, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Voted: Yes
John Boozman bought EMB ($1,001-$15,000) 8 days after voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 7148
50
Stock Trade
NTAP
purchase $8K
Timing
5 days after vote
Trade: Feb 27 → Vote: Mar 4, 2026
Trade: Feb 27 → Vote: Mar 4, 2026
Vote
On the Motion to Discharge
Voted: No
Voted: No
John Boozman bought NTAP ($1,001-$15,000) 5 days before voting 'No' on Motion to Discharge S.J. Res. 104
50
Stock Trade
ANET
purchase $8K
Timing
11 days before vote
Trade: Jul 21 → Vote: Jul 10, 2025
Trade: Jul 21 → Vote: Jul 10, 2025
Vote
On the Cloture Motion
Voted: No
Voted: No
Angus King bought ANET ($1,001-$15,000) 11 days after voting 'No' on Motion to Invoke Cloture: Whitney D. Hermandorfer to be U.S. Circuit Judge for the Sixth Circuit
50
Stock Trade
VRT
purchase $8K
Timing
7 days after vote
Trade: Jul 21 → Vote: Jul 28, 2025
Trade: Jul 21 → Vote: Jul 28, 2025
Vote
On the Cloture Motion
Voted: No
Voted: No
Angus King bought VRT ($1,001-$15,000) 7 days before voting 'No' on Motion to Invoke Cloture: David Wright to be a Member of the Nuclear Regulatory Commission
50
Stock Trade
VZ
sale $8K
Timing
14 days before vote
Trade: Feb 23 → Vote: Feb 9, 2026
Trade: Feb 23 → Vote: Feb 9, 2026
Vote
On the Cloture Motion
Voted: No
Voted: No
Sheldon Whitehouse sold VZ ($1,001-$15,000) 14 days after voting 'No' on Motion to Invoke Cloture: Daniel E. Burrows to be an Assistant Attorney General
50
Stock Trade
GOOG
Purchase
Timing
6 days before vote
Trade: Jun 16 → Vote: Jun 10, 2025
Trade: Jun 16 → Vote: Jun 10, 2025
Vote
On Ordering the Previous Question
Voted: Yes
Voted: Yes
Hon. Scott Scott Franklin sold GOOG 6 days after voting 'Yes' on On Ordering the Previous Question
50
Stock Trade
ZTS
purchase $75K
Timing
8 days after vote
Trade: May 13 → Vote: May 21, 2025
Trade: May 13 → Vote: May 21, 2025
Vote
On the Motion to Table
Voted: No
Voted: No
Markwayne Mullin bought ZTS ($50,001-$100,000) 8 days before voting 'No' on Motion to Table the Submitted Point of Order: Shall Points of Order Be in Order under the Congressio
50
Stock Trade
MMM
sale $75K
Timing
19 days before vote
Trade: Mar 31 → Vote: Mar 12, 2026
Trade: Mar 31 → Vote: Mar 12, 2026
Vote
On the Cloture Motion
Voted: No
Voted: No
Tina Smith sold MMM ($50,001-$100,000) 19 days after voting 'No' on Motion to Invoke Cloture Re: Motion to Proceed to H.R. 7147
50
Stock Trade
PPG
sale $8K
Timing
13 days before vote
Trade: Jul 30 → Vote: Jul 17, 2025
Trade: Jul 30 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Yes
Voted: Yes
Shelley Moore Capito sold PPG ($1,001-$15,000) 13 days after voting 'Yes' on Motion to Invoke Cloture: John Hurley to be Under Secretary for Terrorism and Financial Crimes
45
Stock Trade
LPLA
purchase $33K
Timing
8 days after vote
Trade: May 13 → Vote: May 21, 2025
Trade: May 13 → Vote: May 21, 2025
Vote
On the Motion
Voted: No
Voted: No
Markwayne Mullin bought LPLA ($15,001-$50,000) 8 days before voting 'No' on Motion to Recess for Fifteen Minutes
45
Stock Trade
IQV
purchase $33K
Timing
14 days after vote
Trade: Dec 29 → Vote: Jan 12, 2026
Trade: Dec 29 → Vote: Jan 12, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Voted: Yes
Markwayne Mullin bought IQV ($15,001-$50,000) 14 days before voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 6938