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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
Angus King I ME
60
Stock Trade
XOM purchase $8K
Timing
6 days before vote
Trade: Jul 21 → Vote: Jul 15, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought XOM ($1,001-$15,000) 6 days after voting 'No' on Motion to Invoke Cloture: Anthony Tata to be Under Secretary of Defense for Personnel and Readiness
TRADED BEFORE VOTE XOM
Angus King I ME
60
Stock Trade
AMAT purchase $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Not Voting
Angus King bought AMAT ($1,001-$15,000) 4 days after voting 'Not Voting' on Motion to Invoke Cloture: Arielle Roth to be Assistant Secretary of Commerce for Communications and
TRADED BEFORE VOTE AMAT
Angus King I ME
60
Stock Trade
PYPL purchase $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought PYPL ($1,001-$15,000) 4 days after voting 'Yes' on Shaheen Amdt. No. 2898
TRADED BEFORE VOTE PYPL
Angus King I ME
60
Stock Trade
JPM purchase $8K
Timing
21 days before vote
Trade: Jul 21 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: Yes
Angus King bought JPM ($1,001-$15,000) 21 days after voting 'Yes' on Hassan Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TRADED BEFORE VOTE JPM
60
Stock Trade
ADBE purchase $33K
Timing
1 day after vote
Trade: May 13 → Vote: May 14, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought ADBE ($15,001-$50,000) 1 days before voting 'Yes' on Confirmation: Katharine MacGregor, of Florida, to be Deputy Secretary of the Interior
TIGHT TIMING ADBE
60
Stock Trade
UNH sale $33K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin sold UNH ($15,001-$50,000) 0 days after voting 'Yes' on Confirmation: David Woll, of Virginia, to be General Counsel of the Department of Housing and Urban
TIGHT TIMING UNH
60
Stock Trade
XOM sale $8K
Timing
7 days before vote
Trade: Jun 18 → Vote: Jun 11, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold XOM ($1,001-$15,000) 7 days after voting 'Yes' on Motion to Invoke Cloture: Amdt. No. 2307 to S. 1582
TRADED BEFORE VOTE XOM
60
Stock Trade
GD sale $8K
Timing
6 days before vote
Trade: May 20 → Vote: May 14, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold GD ($1,001-$15,000) 6 days after voting 'Yes' on Motion to Invoke Cloture: Sean Donahue to be an Assistant Administrator of the Environmental Protect
TRADED BEFORE VOTE GD
60
Stock Trade
LRN purchase $33K
Timing
1 day after vote
Trade: Jan 5 → Vote: Jan 6, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought LRN ($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 LRN
60
Stock Trade
GIGB purchase $8K
Timing
4 days before vote
Trade: Feb 6 → Vote: Feb 2, 2026
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought GIGB ($1,001-$15,000) 4 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 GIGB
60
Stock Trade
NVDA purchase $8K
Timing
13 days after vote
Trade: Apr 30 → Vote: May 13, 2025
Vote
On the Cloture Motion
Voted: Yes
Katie Britt bought NVDA ($1,001-$15,000) 13 days before voting 'Yes' on Motion to Invoke Cloture: Troy Meink to be Secretary of the Air Force
NVDA
Angus King I ME
60
Stock Trade
XOM purchase $8K
Timing
6 days before vote
Trade: Jul 21 → Vote: Jul 15, 2025
Vote
On the Nomination
Voted: No
Angus King bought XOM ($1,001-$15,000) 6 days after voting 'No' on Confirmation: Luke Pettit, of the District of Columbia, to be an Assistant Secretary of the Treasury
TRADED BEFORE VOTE XOM
Angus King I ME
60
Stock Trade
AMAT purchase $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Not Voting
Angus King bought AMAT ($1,001-$15,000) 4 days after voting 'Not Voting' on Motion to Invoke Cloture: Bradley Hansell to be Under Secretary of Defense for Intelligence and Secu
TRADED BEFORE VOTE AMAT
Angus King I ME
60
Stock Trade
PYPL purchase $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought PYPL ($1,001-$15,000) 4 days after voting 'Yes' on Murkowski Amdt. No. 2865
TRADED BEFORE VOTE PYPL
Angus King I ME
60
Stock Trade
JPM purchase $8K
Timing
21 days before vote
Trade: Jul 21 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: Yes
Angus King bought JPM ($1,001-$15,000) 21 days after voting 'Yes' on Gallego Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TRADED BEFORE VOTE JPM
60
Stock Trade
ADBE purchase $33K
Timing
2 days after vote
Trade: May 13 → Vote: May 15, 2025
Vote
On the Motion to Discharge
Voted: No
Markwayne Mullin bought ADBE ($15,001-$50,000) 2 days before voting 'No' on Motion to Discharge S. Res. 195
TIGHT TIMING ADBE
60
Stock Trade
UNH sale $33K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin sold UNH ($15,001-$50,000) 0 days after voting 'Yes' on Confirmation: Luigi Rinaldi, of New York, to be Ambassador of the United States of America to the Or
TIGHT TIMING UNH
60
Stock Trade
XOM sale $8K
Timing
7 days before vote
Trade: Jun 18 → Vote: Jun 11, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold XOM ($1,001-$15,000) 7 days after voting 'Yes' on Motion to Invoke Cloture: William Long to be Commissioner of Internal Revenue
TRADED BEFORE VOTE XOM
60
Stock Trade
GD sale $8K
Timing
6 days before vote
Trade: May 20 → Vote: May 14, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold GD ($1,001-$15,000) 6 days after voting 'Yes' on Confirmation: Eric Matthew Ueland, of Virginia, to be Deputy Director for Management, Office of Mana
TRADED BEFORE VOTE GD
60
Stock Trade
LRN 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 LRN ($15,001-$50,000) 2 days before voting 'No' on Motion to Proceed to S.J.Res. 86
TIGHT TIMING LRN
Angus King I ME
60
Stock Trade
XOM purchase $8K
Timing
5 days before vote
Trade: Jul 21 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought XOM ($1,001-$15,000) 5 days after voting 'Yes' on Booker Amdt. No. 2887
TRADED BEFORE VOTE XOM
Angus King I ME
60
Stock Trade
AMAT purchase $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Not Voting
Angus King bought AMAT ($1,001-$15,000) 4 days after voting 'Not Voting' on Motion to Invoke Cloture: Aaron Lukas to be Principal Deputy Director of National Intelligence
TRADED BEFORE VOTE AMAT
Angus King I ME
60
Stock Trade
PYPL purchase $8K
Timing
4 days before vote
Trade: Jul 21 → Vote: Jul 17, 2025
Vote
On the Motion to Table
Voted: No
Angus King bought PYPL ($1,001-$15,000) 4 days after voting 'No' on Motion to Table Amdt. No. 2893
TRADED BEFORE VOTE PYPL
60
Stock Trade
ADBE purchase $33K
Timing
2 days after vote
Trade: May 13 → Vote: May 15, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought ADBE ($15,001-$50,000) 2 days before voting 'Yes' on Confirmation: Sean Donahue, of F.L., to be an Assistant Administrator of the Environmental Protectio
TIGHT TIMING ADBE
60
Stock Trade
UNH sale $33K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: Yes
Markwayne Mullin sold UNH ($15,001-$50,000) 0 days after voting 'Yes' on Mullin Amdt. No. 3412
TIGHT TIMING UNH
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