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STOCK TRADE ↔ VOTE CORRELATIONS
30,326
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.

30,326
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 (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)
Jim Justice R WV
45.3 avg (60)

Most Correlated Tickers

UNH
45.7 avg (896 trades)
MSFT
45.5 avg (774 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
41.2 avg (398 trades)

Correlations (30326 found)

Score Date Amount Timing
50
Stock Trade
LRCX sale $8K
Timing
5 days after vote
Trade: Jan 8 → Vote: Jan 13, 2026
Vote
On the Motion to Proceed
Voted: No
John Boozman sold LRCX ($1,001-$15,000) 5 days before voting 'No' on Motion to Proceed to S.J. Res. 84
LRCX
50
Stock Trade
TPYP purchase $8K
Timing
7 days after vote
Trade: Jan 23 → Vote: Jan 30, 2026
Vote
On the Motion to Table
Voted: Yes
John Boozman bought TPYP ($1,001-$15,000) 7 days before voting 'Yes' on Motion to Table Lee Amdt. No. 4286
TPYP
50
Stock Trade
CMBS purchase $8K
Timing
11 days before vote
Trade: Jan 23 → Vote: Jan 12, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
John Boozman bought CMBS ($1,001-$15,000) 11 days after voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 6938
TRADED BEFORE VOTE CMBS
Angus King I ME
50
Stock Trade
ADSK sale $8K
Timing
10 days before vote
Trade: Feb 13 → Vote: Feb 3, 2026
Vote
On the Cloture Motion
Voted: No
Angus King sold ADSK ($1,001-$15,000) 10 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 ADSK
Angus King I ME
50
Stock Trade
AMAT purchase $8K
Timing
12 days before vote
Trade: Jul 21 → Vote: Jul 9, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought AMAT ($1,001-$15,000) 12 days after voting 'No' on Motion to Invoke Cloture: Scott Kupor to be Director of the Office of Personnel Management
TRADED BEFORE VOTE AMAT
50
Stock Trade
GOOG purchase $8K
Timing
6 days after vote
Trade: May 8 → Vote: May 14, 2025
Vote
On the Nomination
Voted: Yes
Jerry Moran bought GOOG ($1,001-$15,000) 6 days before voting 'Yes' on Confirmation: Eric Matthew Ueland, of Virginia, to be Deputy Director for Management, Office of Mana
GOOG
50
Stock Trade
XOM sale $8K
Timing
14 days before vote
Trade: Jun 18 → Vote: Jun 4, 2025
Vote
On the Nomination
Voted: Not Voting
Shelley Moore Capito sold XOM ($1,001-$15,000) 14 days after voting 'Not Voting' on Confirmation: Edward Walsh, of New Jersey, to be Ambassador of the United States of America to Irela
TRADED BEFORE VOTE XOM
50
Stock Trade
GEM sale $8K
Timing
9 days before vote
Trade: Aug 1 → Vote: Jul 23, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold GEM ($1,001-$15,000) 9 days after voting 'Yes' on Confirmation: Arielle Roth, of the District of Columbia, to be Assistant Secretary of Communications
TRADED BEFORE VOTE GEM
50
Stock Trade
CMBS purchase $8K
Timing
10 days before vote
Trade: Aug 1 → Vote: Jul 22, 2025
Vote
On the Motion to Proceed
Voted: Yes
John Boozman bought CMBS ($1,001-$15,000) 10 days after voting 'Yes' on Motion to Proceed to Executive Session to consider Emil J. Bove III
TRADED BEFORE VOTE CMBS
50
Stock Trade
IEF purchase $8K
Timing
11 days before vote
Trade: Aug 1 → Vote: Jul 21, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought IEF ($1,001-$15,000) 11 days after voting 'Yes' on Motion to Invoke Cloture: Terrance Cole to be Administrator of Drug Enforcement
TRADED BEFORE VOTE IEF
50
Stock Trade
ABBV sale $8K
Timing
10 days before vote
Trade: Aug 11 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: No
John Boozman sold ABBV ($1,001-$15,000) 10 days after voting 'No' on Johnson Amdt. No. 3428
TRADED BEFORE VOTE ABBV
50
Stock Trade
LRCX sale $8K
Timing
6 days after vote
Trade: Jan 8 → Vote: Jan 14, 2026
Vote
On the Point of Order
Voted: Yes
John Boozman sold LRCX ($1,001-$15,000) 6 days before voting 'Yes' on Is the Point of Order Well Taken Re: To the Privilege Status of S.J. Res. 98
LRCX
50
Stock Trade
TPYP purchase $8K
Timing
7 days after vote
Trade: Jan 23 → Vote: Jan 30, 2026
Vote
On the Motion to Table
Voted: Yes
John Boozman bought TPYP ($1,001-$15,000) 7 days before voting 'Yes' on Motion to Table Lee Amdt. No. 4234
TPYP
50
Stock Trade
CMBS purchase $8K
Timing
10 days before vote
Trade: Jan 23 → Vote: Jan 13, 2026
Vote
On the Motion to Proceed
Voted: No
John Boozman bought CMBS ($1,001-$15,000) 10 days after voting 'No' on Motion to Proceed to S.J. Res. 84
TRADED BEFORE VOTE CMBS
Angus King I ME
50
Stock Trade
ADSK sale $8K
Timing
10 days before vote
Trade: Feb 13 → Vote: Feb 3, 2026
Vote
On the Nomination
Voted: No
Angus King sold ADSK ($1,001-$15,000) 10 days after voting 'No' on Confirmation: David Clay Fowlkes, of Arkansas, to be U.S. District Judge for the Western District of
TRADED BEFORE VOTE ADSK
Angus King I ME
50
Stock Trade
AMAT purchase $8K
Timing
12 days before vote
Trade: Jul 21 → Vote: Jul 9, 2025
Vote
On the Nomination
Voted: Yes
Angus King bought AMAT ($1,001-$15,000) 12 days after voting 'Yes' on Confirmation: Preston Griffith, of Virginia, to be Under Secretary of Energy
TRADED BEFORE VOTE AMAT
50
Stock Trade
GOOG purchase $8K
Timing
6 days after vote
Trade: May 8 → Vote: May 14, 2025
Vote
On the Cloture Motion
Voted: Yes
Jerry Moran bought GOOG ($1,001-$15,000) 6 days before voting 'Yes' on Motion to Invoke Cloture: Eric Matthew Ueland to be Deputy Director for Management, Office of Manage
GOOG
50
Stock Trade
XOM sale $8K
Timing
14 days before vote
Trade: Jun 18 → Vote: Jun 4, 2025
Vote
On the Nomination
Voted: Not Voting
Shelley Moore Capito sold XOM ($1,001-$15,000) 14 days after voting 'Not Voting' on Confirmation: Michelle Bowman, of Kansas, to be Vice Chairman for Supervision of the Board of Govern
TRADED BEFORE VOTE XOM
50
Stock Trade
GEM sale $8K
Timing
9 days before vote
Trade: Aug 1 → Vote: Jul 23, 2025
Vote
On the Motion to Proceed
Voted: Yes
John Boozman sold GEM ($1,001-$15,000) 9 days after voting 'Yes' on Motion to Proceed to H.R. 3944
TRADED BEFORE VOTE GEM
50
Stock Trade
CMBS purchase $8K
Timing
9 days before vote
Trade: Aug 1 → Vote: Jul 23, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought CMBS ($1,001-$15,000) 9 days after voting 'Yes' on Motion to Invoke Cloture: Matthew Lohmeier to be Under Secretary of the Air Force
TRADED BEFORE VOTE CMBS
50
Stock Trade
IEF purchase $8K
Timing
10 days before vote
Trade: Aug 1 → Vote: Jul 22, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought IEF ($1,001-$15,000) 10 days after voting 'Yes' on Confirmation: Bradley Hansell, of Virginia, to be Under Secretary of Defense for Intelligence and Se
TRADED BEFORE VOTE IEF
50
Stock Trade
ABBV sale $8K
Timing
10 days before vote
Trade: Aug 11 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: No
John Boozman sold ABBV ($1,001-$15,000) 10 days after voting 'No' on Scott (FL) Amdt. No. 3113, as modified
TRADED BEFORE VOTE ABBV
50
Stock Trade
LRCX sale $8K
Timing
7 days after vote
Trade: Jan 8 → Vote: Jan 15, 2026
Vote
On Passage of the Bill
Voted: Yes
John Boozman sold LRCX ($1,001-$15,000) 7 days before voting 'Yes' on H.R. 6938
LRCX
50
Stock Trade
TPYP purchase $8K
Timing
7 days after vote
Trade: Jan 23 → Vote: Jan 30, 2026
Vote
On the Motion to Table
Voted: Yes
John Boozman bought TPYP ($1,001-$15,000) 7 days before voting 'Yes' on Motion to Table Lee Amdt. No. 4236
TPYP
50
Stock Trade
CMBS purchase $8K
Timing
9 days before vote
Trade: Jan 23 → Vote: Jan 14, 2026
Vote
On the Point of Order
Voted: Yes
John Boozman bought CMBS ($1,001-$15,000) 9 days after voting 'Yes' on Is the Point of Order Well Taken Re: To the Privilege Status of S.J. Res. 98
TRADED BEFORE VOTE CMBS
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Politicians
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