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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
65
Stock Trade
SHW purchase $8K
Timing
3 days before vote
Trade: Aug 1 → Vote: Jul 29, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito bought SHW ($1,001-$15,000) 3 days after voting 'Yes' on Motion to Invoke Cloture: William Kimmitt to be Under Secretary of Commerce for International Trade
TIGHT TIMING TRADED BEFORE VOTE SHW
65
Stock Trade
BLK sale $8K
Timing
3 days before vote
Trade: Aug 4 → Vote: Aug 1, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito sold BLK ($1,001-$15,000) 3 days after voting 'Yes' on Confirmation: David Woll, of Virginia, to be General Counsel of the Department of Housing and Urban
TIGHT TIMING TRADED BEFORE VOTE BLK
65
Stock Trade
SPY sale $750K
Timing
6 days after vote
Trade: May 13 → Vote: May 19, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin sold SPY ($500,001-$1,000,000) 6 days before voting 'Yes' on Motion to Invoke Cloture: Charles Kushner to be Ambassador of the United States of America to the Fr
SPY
65
Stock Trade
EFA sale $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold EFA ($1,001-$15,000) 1 days after voting 'Yes' on Confirmation: Andrea Lucas, of Virginia, to be a Member of the Equal Employment Opportunity Commissi
TIGHT TIMING TRADED BEFORE VOTE EFA
65
Stock Trade
C purchase $33K
Timing
5 days before vote
Trade: Feb 4 → Vote: Jan 30, 2026
Vote
On the Amendment
Voted: No
Markwayne Mullin bought C ($15,001-$50,000) 5 days after voting 'No' on Paul Amdt. No. 4272
TRADED BEFORE VOTE C
65
Stock Trade
AZO sale $75K
Timing
Same day
Trade: Feb 25 → Vote: Feb 25, 2026
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin sold AZO ($50,001-$100,000) 0 days after voting 'Yes' on Motion to Invoke Cloture: John DeLeeuw to be a Member of the National Transportation Safety Board
TIGHT TIMING AZO
65
Stock Trade
AGZ purchase $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought AGZ ($1,001-$15,000) 2 days after voting 'Yes' on Confirmation: Joseph Kent, of Washington, to be Director of the National Counterterrorism Center, Of
TIGHT TIMING TRADED BEFORE VOTE AGZ
65
Stock Trade
IEF purchase $8K
Timing
2 days before vote
Trade: Feb 6 → Vote: Feb 4, 2026
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought IEF ($1,001-$15,000) 2 days after voting 'Yes' on Motion to Invoke Cloture: Megan Blair Benton to be U.S. District Judge for the Western District of M
TIGHT TIMING TRADED BEFORE VOTE IEF
65
Stock Trade
GOOG purchase $8K
Timing
2 days before vote
Trade: May 8 → Vote: May 6, 2025
Vote
On the Motion to Proceed
Voted: Yes
Jerry Moran bought GOOG ($1,001-$15,000) 2 days after voting 'Yes' on Motion to proceed to S.J. Res. 13
TIGHT TIMING TRADED BEFORE VOTE GOOG
65
Stock Trade
LRN purchase $33K
Timing
5 days before vote
Trade: Feb 4 → Vote: Jan 30, 2026
Vote
On Passage of the Bill
Voted: Yes
Markwayne Mullin bought LRN ($15,001-$50,000) 5 days after voting 'Yes' on H.R. 7148, as Amended
TRADED BEFORE VOTE LRN
65
Stock Trade
AVGO sale $8K
Timing
1 day before vote
Trade: Jul 18 → Vote: Jul 17, 2025
Vote
On Passage of the Bill
Voted: Yes
Shelley Moore Capito sold AVGO ($1,001-$15,000) 1 days after voting 'Yes' on H.R. 4, As Amended
TIGHT TIMING TRADED BEFORE VOTE AVGO
65
Stock Trade
GD sale $8K
Timing
2 days before vote
Trade: Jul 31 → Vote: Jul 29, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold GD ($1,001-$15,000) 2 days after voting 'Yes' on Motion to Invoke Cloture: Susan Monarez to be Director of the Centers for Disease Control and Preven
TIGHT TIMING TRADED BEFORE VOTE GD
65
Stock Trade
SHW purchase $8K
Timing
3 days before vote
Trade: Aug 1 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito bought SHW ($1,001-$15,000) 3 days after voting 'Yes' on Confirmation: Earl Matthews, of Virginia, to be General Counsel of the Department of Defense
TIGHT TIMING TRADED BEFORE VOTE SHW
65
Stock Trade
BLK sale $8K
Timing
3 days before vote
Trade: Aug 4 → Vote: Aug 1, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito sold BLK ($1,001-$15,000) 3 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 TRADED BEFORE VOTE BLK
65
Stock Trade
EFA sale $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold EFA ($1,001-$15,000) 1 days after voting 'Yes' on Confirmation: Matthew Kozma, of Virginia, to be Under Secretary for Intelligence and Analysis, Depar
TIGHT TIMING TRADED BEFORE VOTE EFA
65
Stock Trade
AZO sale $75K
Timing
1 day after vote
Trade: Feb 25 → Vote: Feb 26, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin sold AZO ($50,001-$100,000) 1 days before voting 'Yes' on Confirmation: Ryan McCormack, of Virginia, to be Under Secretary of Transportation for Policy
TIGHT TIMING AZO
65
Stock Trade
AGZ purchase $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought AGZ ($1,001-$15,000) 2 days after voting 'Yes' on Motion to Invoke Cloture: Jospeh Kent to be Director of the National Counterterrorism Center, Office
TIGHT TIMING TRADED BEFORE VOTE AGZ
65
Stock Trade
IEF purchase $8K
Timing
2 days before vote
Trade: Feb 6 → Vote: Feb 4, 2026
Vote
On the Nomination
Voted: Yes
John Boozman bought IEF ($1,001-$15,000) 2 days after voting 'Yes' on Confirmation: Aaron Christian Peterson, of Alaska, to be United States District Judge for the Distri
TIGHT TIMING TRADED BEFORE VOTE IEF
65
Stock Trade
GOOG purchase $8K
Timing
1 day before vote
Trade: May 8 → Vote: May 7, 2025
Vote
On the Joint Resolution
Voted: Yes
Jerry Moran bought GOOG ($1,001-$15,000) 1 days after voting 'Yes' on S.J. Res. 13
TIGHT TIMING TRADED BEFORE VOTE GOOG
65
Stock Trade
UNH sale $33K
Timing
4 days before vote
Trade: Aug 1 → Vote: Jul 28, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin sold UNH ($15,001-$50,000) 4 days after voting 'Yes' on Motion to Invoke Cloture: Earl Matthews to be General Counsel of the Department of Defense
TRADED BEFORE VOTE UNH
65
Stock Trade
LRN purchase $33K
Timing
5 days before vote
Trade: Feb 4 → Vote: Jan 30, 2026
Vote
On the Motion
Voted: No
Markwayne Mullin bought LRN ($15,001-$50,000) 5 days after voting 'No' on Motion to Waive All Applicable Budgetary Discipline Re: Merkley Amdt. No. 4287
TRADED BEFORE VOTE LRN
65
Stock Trade
AFL sale $8K
Timing
3 days before vote
Trade: Jul 18 → Vote: Jul 15, 2025
Vote
On the Motion to Proceed
Voted: Yes
Shelley Moore Capito sold AFL ($1,001-$15,000) 3 days after voting 'Yes' on Motion to Proceed to H.R. 4
TIGHT TIMING TRADED BEFORE VOTE AFL
65
Stock Trade
GD sale $8K
Timing
2 days before vote
Trade: Jul 31 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito sold GD ($1,001-$15,000) 2 days after voting 'Yes' on Confirmation: William Kimmitt, of Virginia, to be Under Secretary of Commerce for International Trad
TIGHT TIMING TRADED BEFORE VOTE GD
65
Stock Trade
SHW purchase $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito bought SHW ($1,001-$15,000) 2 days after voting 'Yes' on Motion to Invoke Cloture: Matthew Kozma to be Under Secretary for Intelligence and Analysis, Departm
TIGHT TIMING TRADED BEFORE VOTE SHW
65
Stock Trade
BLK sale $8K
Timing
3 days before vote
Trade: Aug 4 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: Yes
Shelley Moore Capito sold BLK ($1,001-$15,000) 3 days after voting 'Yes' on Mullin Amdt. No. 3412
TIGHT TIMING TRADED BEFORE VOTE BLK
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