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
40
Stock Trade
AKAM
Purchase
Timing
14 days before vote
Trade: Jun 25 → Vote: Jun 11, 2025
Trade: Jun 25 → Vote: Jun 11, 2025
Vote
On Ordering the Previous Question
Voted: Not Voting
Voted: Not Voting
Hon. Josh Gottheimer sold AKAM 14 days after voting 'Not Voting' on On Ordering the Previous Question
40
Stock Trade
SPG
Purchase
Timing
12 days before vote
Trade: Feb 3 → Vote: Jan 22, 2025
Trade: Feb 3 → Vote: Jan 22, 2025
Vote
On Ordering the Previous Question
Voted: Yes
Voted: Yes
Hon. Victoria Spartz sold SPG 12 days after voting 'Yes' on On Ordering the Previous Question
40
Stock Trade
AAPL
purchase $175K
Timing
16 days after vote
Trade: Dec 29 → Vote: Jan 14, 2026
Trade: Dec 29 → Vote: Jan 14, 2026
Vote
On the Point of Order
Voted: Yes
Voted: Yes
Markwayne Mullin bought AAPL ($100,001-$250,000) 16 days before voting 'Yes' on Is the Point of Order Well Taken Re: To the Privilege Status of S.J. Res. 98
40
Stock Trade
GOOGL
purchase $8K
Timing
26 days after vote
Trade: May 8 → Vote: Jun 3, 2025
Trade: May 8 → Vote: Jun 3, 2025
Vote
On the Nomination
Voted: Yes
Voted: Yes
Shelley Moore Capito bought GOOGL ($1,001-$15,000) 26 days before voting 'Yes' on Confirmation: Allison Hooker, of Georgia, to be an Under Secretary of State (Political Affairs)
40
Stock Trade
XOM
sale $8K
Timing
15 days before vote
Trade: Jun 18 → Vote: Jun 3, 2025
Trade: Jun 18 → Vote: Jun 3, 2025
Vote
On the Nomination
Voted: Yes
Voted: Yes
Shelley Moore Capito sold XOM ($1,001-$15,000) 15 days after voting 'Yes' on Confirmation: Michael Duffey, of Virginia, to be Under Secretary of Defense for Acquisition and Sust
40
Stock Trade
AFL
sale $8K
Timing
18 days before vote
Trade: Jul 18 → Vote: Jun 30, 2025
Trade: Jul 18 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
Voted: No
Shelley Moore Capito sold AFL ($1,001-$15,000) 18 days after voting 'No' on Motion to Waive Section 302(F) of the CBA Re: Murray Amdt. No. 2771
40
Stock Trade
AVGO
sale $8K
Timing
18 days before vote
Trade: Jul 18 → Vote: Jun 30, 2025
Trade: Jul 18 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: Yes
Voted: Yes
Shelley Moore Capito sold AVGO ($1,001-$15,000) 18 days after voting 'Yes' on Motion to Waive Section 313 (b)(1)(D) of the CBA Re: Amdt. No. 2401
40
Stock Trade
ITW
sale $8K
Timing
8 days after vote
Trade: Feb 24 → Vote: Mar 4, 2026
Trade: Feb 24 → Vote: Mar 4, 2026
Vote
On the Motion to Discharge
Voted: No
Voted: No
Shelley Moore Capito sold ITW ($1,001-$15,000) 8 days before voting 'No' on Motion to Discharge S.J. Res. 104
40
Stock Trade
MSFT
purchase
Timing
9 days after vote
Trade: Apr 22 → Vote: May 1, 2025
Trade: Apr 22 → Vote: May 1, 2025
Vote
On the Joint Resolution
Voted: Yes
Voted: Yes
John Boozman bought MSFT ($1,001-$15,000) 9 days before voting 'Yes' on S.J.Res. 31
40
Stock Trade
GD
sale $8K
Timing
20 days before vote
Trade: May 20 → Vote: Apr 30, 2025
Trade: May 20 → Vote: Apr 30, 2025
Vote
On the Motion to Table
Voted: Yes
Voted: Yes
John Boozman sold GD ($1,001-$15,000) 20 days after voting 'Yes' on Motion to Table the Motion to Reconsider the Vote by which S.J.Res. 49 Failed of Passage
40
Stock Trade
RTX
purchase $8K
Timing
13 days after vote
Trade: May 30 → Vote: Jun 12, 2025
Trade: May 30 → Vote: Jun 12, 2025
Vote
On the Cloture Motion
Voted: Yes
Voted: Yes
John Boozman bought RTX ($1,001-$15,000) 13 days before voting 'Yes' on Motion to Invoke Cloture: S. 1582
40
Stock Trade
HYG
sale $8K
Timing
14 days after vote
Trade: Jul 8 → Vote: Jul 22, 2025
Trade: Jul 8 → Vote: Jul 22, 2025
Vote
On the Nomination
Voted: Yes
Voted: Yes
John Boozman sold HYG ($1,001-$15,000) 14 days before voting 'Yes' on Confirmation: Cristian M. Stevens, of Missouri, to be United States District Judge for the Eastern D
40
Stock Trade
MDLZ
sale $8K
Timing
15 days before vote
Trade: Jul 31 → Vote: Jul 16, 2025
Trade: Jul 31 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: No
Voted: No
John Boozman sold MDLZ ($1,001-$15,000) 15 days after voting 'No' on Schiff Amdt. No. 2862
40
Stock Trade
PPLT
sale $8K
Timing
15 days before vote
Trade: Aug 1 → Vote: Jul 17, 2025
Trade: Aug 1 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Yes
Voted: Yes
John Boozman sold PPLT ($1,001-$15,000) 15 days after voting 'Yes' on Motion to Invoke Cloture: Aaron Lukas to be Principal Deputy Director of National Intelligence
40
Stock Trade
META
purchase $75K
Timing
15 days after vote
Trade: Dec 29 → Vote: Jan 13, 2026
Trade: Dec 29 → Vote: Jan 13, 2026
Vote
On the Motion to Proceed
Voted: No
Voted: No
Markwayne Mullin bought META ($50,001-$100,000) 15 days before voting 'No' on Motion to Proceed to S.J. Res. 84
40
Stock Trade
MBB
purchase $8K
Timing
16 days before vote
Trade: Aug 1 → Vote: Jul 16, 2025
Trade: Aug 1 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: No
Voted: No
John Boozman bought MBB ($1,001-$15,000) 16 days after voting 'No' on Rosen Amdt. No. 2878
40
Stock Trade
TLT
purchase $8K
Timing
18 days before vote
Trade: Aug 1 → Vote: Jul 14, 2025
Trade: Aug 1 → Vote: Jul 14, 2025
Vote
On the Nomination
Voted: Yes
Voted: Yes
John Boozman bought TLT ($1,001-$15,000) 18 days after voting 'Yes' on Confirmation: Whitney D. Hermandorfer, of Tennessee, to be United States Circuit Judge for the Sixth
40
Stock Trade
IEF
purchase $8K
Timing
15 days before vote
Trade: Aug 1 → Vote: Jul 17, 2025
Trade: Aug 1 → Vote: Jul 17, 2025
Vote
On the Motion to Table
Voted: Yes
Voted: Yes
John Boozman bought IEF ($1,001-$15,000) 15 days after voting 'Yes' on Motion to Table Amdt. No. 2893
40
Stock Trade
SLV
sale $8K
Timing
12 days after vote
Trade: Jan 23 → Vote: Feb 4, 2026
Trade: Jan 23 → Vote: Feb 4, 2026
Vote
On the Nomination
Voted: Yes
Voted: Yes
John Boozman sold SLV ($1,001-$15,000) 12 days before voting 'Yes' on Confirmation: Megan Blair Benton, of Missouri, to be U.S. District Judge for the Western District of
40
Stock Trade
UNP
sale $8K
Timing
12 days after vote
Trade: Jan 29 → Vote: Feb 10, 2026
Trade: Jan 29 → Vote: Feb 10, 2026
Vote
On the Nomination
Voted: Yes
Voted: Yes
John Boozman sold UNP ($1,001-$15,000) 12 days before voting 'Yes' on Confirmation: Daniel E. Burrows, of Colorado, to be an Assistant Attorney General
40
Stock Trade
UNP
sale $8K
Timing
15 days before vote
Trade: Feb 19 → Vote: Feb 4, 2026
Trade: Feb 19 → Vote: Feb 4, 2026
Vote
On the Cloture Motion
Voted: Yes
Voted: Yes
John Boozman sold UNP ($1,001-$15,000) 15 days after voting 'Yes' on Motion to Invoke Cloture: Megan Blair Benton to be U.S. District Judge for the Western District of M
40
Stock Trade
TSM
purchase $8K
Timing
21 days before vote
Trade: Jan 8 → Vote: Dec 18, 2025
Trade: Jan 8 → Vote: Dec 18, 2025
Vote
On Passage
Voted: Not Voting
Voted: Not Voting
Cleo Fields bought TSM ($1,001-$15,000) 21 days after voting 'Not Voting' on On Passage
40
Stock Trade
GOOG
purchase $8K
Timing
16 days before vote
Trade: May 15 → Vote: Apr 29, 2025
Trade: May 15 → Vote: Apr 29, 2025
Vote
On the Nomination
Voted: No
Voted: No
John Fetterman bought GOOG ($1,001-$15,000) 16 days after voting 'No' on Confirmation: Thomas Barrack, of Colorado, to be Ambassador of the United States of America to the R
40
Stock Trade
PWR
purchase $8K
Timing
20 days before vote
Trade: Jul 21 → Vote: Jul 1, 2025
Trade: Jul 21 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: Yes
Voted: Yes
Angus King bought PWR ($1,001-$15,000) 20 days after voting 'Yes' on Shaheen Amdt. No. 2564
40
Stock Trade
ANET
purchase $8K
Timing
10 days after vote
Trade: Jul 21 → Vote: Jul 31, 2025
Trade: Jul 21 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: No
Voted: No
Angus King bought ANET ($1,001-$15,000) 10 days before voting 'No' on Confirmation: Andrea Lucas, of Virginia, to be a Member of the Equal Employment Opportunity Commissi