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STOCK TRADE ↔ VOTE CORRELATIONS
30,490
correlations
719
high-score
44.3
avg score

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 (74)
50.9 avg (4702)
49.8 avg (65)
48.5 avg (221)
47.1 avg (112)
47 avg (9413)
46.7 avg (3505)
Angus King I ME
45.6 avg (4257)
45.4 avg (100)
45.3 avg (60)

Most Correlated Tickers

UNH
45.7 avg (896 trades)
45.4 avg (807 trades)
46.1 avg (721 trades)
47 avg (689 trades)
JPM
47.9 avg (578 trades)
45.5 avg (556 trades)
XOM
42.7 avg (454 trades)
41.5 avg (413 trades)
GD
48.4 avg (404 trades)
MU
41.2 avg (398 trades)

Correlations (30490 found)

Stock Trade
AWK sale $75K
Timing
27 days before vote
Trade: Jan 14 → Vote: Dec 18, 2025
Vote
On Agreeing to the Amendment
Voted: Yes
Richard W. Allen sold AWK ($50,001-$100,000) 27 days after voting 'Yes' on On Agreeing to the Amendment
TRADED BEFORE VOTE AWK
40
Stock Trade
ABBV sale $8K
Timing
18 days before vote
Trade: Aug 11 → Vote: Jul 24, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold ABBV ($1,001-$15,000) 18 days after voting 'Yes' on Confirmation: Matthew Lohmeier, of Arizona, to be Under Secretary of the Air Force
TRADED BEFORE VOTE ABBV
40
Stock Trade
ABBV sale $8K
Timing
21 days before vote
Trade: Aug 22 → Vote: Aug 1, 2025
Vote
On Passage of the Bill
Voted: Yes
John Boozman sold ABBV ($1,001-$15,000) 21 days after voting 'Yes' on H. R. 3944, as amended
TRADED BEFORE VOTE ABBV
40
Stock Trade
IJR purchase $8K
Timing
13 days after vote
Trade: Dec 26 → Vote: Jan 8, 2026
Vote
On the Motion to Discharge
Voted: No
John Boozman bought IJR ($1,001-$15,000) 13 days before voting 'No' on Motion to Discharge S.J.Res. 98
IJR
40
Stock Trade
IWM sale $8K
Timing
13 days after vote
Trade: Jan 23 → Vote: Feb 5, 2026
Vote
On the Nomination
Voted: Yes
John Boozman sold IWM ($1,001-$15,000) 13 days before voting 'Yes' on Confirmation: Justin R. Olson, of Indiana, to be U.S. District Judge for the Southern District of In
IWM
40
Stock Trade
FISV sale $8K
Timing
14 days after vote
Trade: Jan 29 → Vote: Feb 12, 2026
Vote
On the Joint Resolution
Voted: Yes
John Boozman sold FISV ($1,001-$15,000) 14 days before voting 'Yes' on H. J. Res. 142
FISV
40
Stock Trade
JPM sale $8K
Timing
16 days before vote
Trade: Jan 28 → Vote: Jan 12, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Katie Britt sold JPM ($1,001-$15,000) 16 days after voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 6938
TRADED BEFORE VOTE JPM
Angus King I ME
40
Stock Trade
XOM purchase $8K
Timing
21 days before vote
Trade: Jul 21 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: Yes
Angus King bought XOM ($1,001-$15,000) 21 days after voting 'Yes' on Kaine Motion to Commit H.R. 1 to the Committee on Homeland Security and Governmental Affairs with In
TRADED BEFORE VOTE XOM
Angus King I ME
40
Stock Trade
AMAT purchase $8K
Timing
21 days before vote
Trade: Jul 21 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: Yes
Angus King bought AMAT ($1,001-$15,000) 21 days after voting 'Yes' on Schumer Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TRADED BEFORE VOTE AMAT
Angus King I ME
40
Stock Trade
NFLX purchase $8K
Timing
8 days after vote
Trade: Jul 21 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: No
Angus King bought NFLX ($1,001-$15,000) 8 days before voting 'No' on Confirmation: Samuel Brown, of Nevada, to be Under Secretary of Veterans Affairs for Memorial Servic
NFLX
Angus King I ME
40
Stock Trade
PYPL purchase $8K
Timing
21 days before vote
Trade: Jul 21 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: Yes
Angus King bought PYPL ($1,001-$15,000) 21 days after voting 'Yes' on Motion to Waive Section 302(F) of the CBA Re: Amdt. No. 2696
TRADED BEFORE VOTE PYPL
Angus King I ME
40
Stock Trade
MSFT purchase $8K
Timing
9 days after vote
Trade: Jul 21 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
Angus King bought MSFT ($1,001-$15,000) 9 days before voting 'Yes' on Motion to Invoke Cloture: Gadyaces Serralta to be Director of the United States Marshals Service
MSFT
Angus King I ME
40
Stock Trade
KEX purchase $8K
Timing
20 days before vote
Trade: Jul 21 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought KEX ($1,001-$15,000) 20 days after voting 'Yes' on Klobuchar Amdt. No. 2849
TRADED BEFORE VOTE KEX
Angus King I ME
40
Stock Trade
GOOGL purchase $8K
Timing
10 days after vote
Trade: Jul 21 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought GOOGL ($1,001-$15,000) 10 days before voting 'No' on Motion to Invoke Cloture: Nicholas Kent to be Under Secretary of Education
GOOGL
Angus King I ME
40
Stock Trade
ONON purchase $8K
Timing
20 days before vote
Trade: Jul 21 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought ONON ($1,001-$15,000) 20 days after voting 'Yes' on Kim Amdt. No. 2817
TRADED BEFORE VOTE ONON
Angus King I ME
40
Stock Trade
LOW purchase $8K
Timing
10 days after vote
Trade: Jul 21 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: No
Angus King bought LOW ($1,001-$15,000) 10 days before voting 'No' on Confirmation: Tyler Clarkson, of Virginia, to be General Counsel of the Department of Agriculture
LOW
Angus King I ME
40
Stock Trade
VRT purchase $8K
Timing
11 days after vote
Trade: Jul 21 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: No
Angus King bought VRT ($1,001-$15,000) 11 days before voting 'No' on Scott (FL) Amdt. No. 3113, as modified
VRT
Stock Trade
MA sale $8K
Timing
20 days before vote
Trade: Feb 23 → Vote: Feb 3, 2026
Vote
On the Cloture Motion
Voted: No
Sheldon Whitehouse sold MA ($1,001-$15,000) 20 days after voting 'No' on Motion to Invoke Cloture: Nicholas Jon Ganjei to be U.S. District Judge for the Southern District of
TRADED BEFORE VOTE MA
Stock Trade
ADI sale $8K
Timing
13 days after vote
Trade: Jun 18 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: No
Shelley Moore Capito sold ADI ($1,001-$15,000) 13 days before voting 'No' on Kim Amdt. No. 2817
ADI
40
Stock Trade
MSFT purchase
Timing
17 days before vote
Trade: Apr 22 → Vote: Apr 5, 2025
Vote
On the Amendment
Voted: No
John Boozman bought MSFT ($1,001-$15,000) 17 days after voting 'No' on Hirono Amdt. No. 2180
TRADED BEFORE VOTE MSFT
40
Stock Trade
NRG sale $8K
Timing
21 days before vote
Trade: May 20 → Vote: Apr 29, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold NRG ($1,001-$15,000) 21 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 NRG
40
Stock Trade
JPM sale $8K
Timing
15 days before vote
Trade: Jul 24 → Vote: Jul 9, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold JPM ($1,001-$15,000) 15 days after voting 'Yes' on Confirmation: William Briggs, of Texas, to be Deputy Administrator of the Small Business Administrat
TRADED BEFORE VOTE JPM
40
Stock Trade
GEM sale $8K
Timing
17 days before vote
Trade: Aug 1 → Vote: Jul 15, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold GEM ($1,001-$15,000) 17 days after voting 'Yes' on Motion to Invoke Cloture: Joseph Edlow to be Director of U.S. Citizenship and Immigration Services,
TRADED BEFORE VOTE GEM
Stock Trade
AZO sale $75K
Timing
23 days before vote
Trade: Feb 25 → Vote: Feb 2, 2026
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin sold AZO ($50,001-$100,000) 23 days after voting 'Yes' on Motion to Invoke Cloture: David Clay Fowlkes to be United States District Judge for the Western Dist
TRADED BEFORE VOTE AZO
40
Stock Trade
SCHP purchase $8K
Timing
15 days before vote
Trade: Aug 1 → Vote: Jul 17, 2025
Vote
On the Amendment
Voted: Yes
John Boozman bought SCHP ($1,001-$15,000) 15 days after voting 'Yes' on Schmitt Admt. No. 2853
TRADED BEFORE VOTE SCHP
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