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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
GIGB sale $8K
Timing
3 days before vote
Trade: Aug 1 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold GIGB ($1,001-$15,000) 3 days after voting 'Yes' on Confirmation: Samuel Brown, of Nevada, to be Under Secretary of Veterans Affairs for Memorial Servic
TIGHT TIMING TRADED BEFORE VOTE GIGB
65
Stock Trade
SHY purchase $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought SHY ($1,001-$15,000) 1 days after voting 'Yes' on Confirmation: Cheryl Mason, of North Carolina, to be Inspector General, Department of Veterans Affai
TIGHT TIMING TRADED BEFORE VOTE SHY
65
Stock Trade
IWM purchase $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought IWM ($1,001-$15,000) 2 days after voting 'Yes' on Motion to Invoke Cloture: Thomas Gaiser to be an Assistant Attorney General
TIGHT TIMING TRADED BEFORE VOTE IWM
65
Stock Trade
EMRZX sale $33K
Timing
6 days before vote
Trade: Aug 7 → Vote: Aug 1, 2025
Vote
On the Motion
Voted: No
John Boozman sold EMRZX ($15,001-$50,000) 6 days after voting 'No' on Motion to Waive All Applicable Budgetary Points of Order Re: Merkley Amdt. No. 3114
TRADED BEFORE VOTE EMRZX
65
Stock Trade
GS sale $3.0M
Timing
8 days before vote
Trade: Jan 23 → Vote: Jan 15, 2026
Vote
On Passage of the Bill
Voted: Yes
David H. McCormick sold GS ($1,000,001-$5,000,000) 8 days after voting 'Yes' on H.R. 6938
TRADED BEFORE VOTE GS
65
Stock Trade
NVDA sale $33K
Timing
6 days before vote
Trade: Jul 7 → Vote: Jul 1, 2025
Vote
On the Motion
Voted: Yes
Sheldon Whitehouse sold NVDA ($15,001-$50,000) 6 days after voting 'Yes' on Bennet Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TRADED BEFORE VOTE NVDA
65
Stock Trade
FWONK sale $375K
Timing
9 days before vote
Trade: May 9 → Vote: Apr 30, 2025
Vote
On the Joint Resolution
Voted: No
John Hickenlooper sold FWONK ($250,001-$500,000) 9 days after voting 'No' on H.J.Res. 42
TRADED BEFORE VOTE FWONK
65
Stock Trade
WMT purchase $8K
Timing
2 days before vote
Trade: Jul 31 → Vote: Jul 29, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought WMT ($1,001-$15,000) 2 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 WMT
65
Stock Trade
EMRZX sale $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold EMRZX ($1,001-$15,000) 2 days after voting 'Yes' on Motion to Invoke Cloture: Gadyaces Serralta to be Director of the United States Marshals Service
TIGHT TIMING TRADED BEFORE VOTE EMRZX
65
Stock Trade
GIGB sale $8K
Timing
3 days before vote
Trade: Aug 1 → Vote: Jul 29, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold GIGB ($1,001-$15,000) 3 days after voting 'Yes' on Motion to Invoke Cloture: Samuel Brown to be Under Secretary of Veterans Affairs for Memorial Affair
TIGHT TIMING TRADED BEFORE VOTE GIGB
65
Stock Trade
SHY purchase $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought SHY ($1,001-$15,000) 1 days after voting 'Yes' on Confirmation: Gadyaces Serralta, of Florida, to be Director of the United States Marshals Service
TIGHT TIMING TRADED BEFORE VOTE SHY
65
Stock Trade
IWM purchase $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought IWM ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Invoke Cloture: Nicholas Kent to be Under Secretary of Education
TIGHT TIMING TRADED BEFORE VOTE IWM
65
Stock Trade
EMRZX sale $33K
Timing
6 days before vote
Trade: Aug 7 → Vote: Aug 1, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold EMRZX ($15,001-$50,000) 6 days after voting 'Yes' on Motion to Invoke Cloture: Luigi Rinaldi to be Ambassador Extraordinary and Plenipotentiary of the Un
TRADED BEFORE VOTE EMRZX
65
Stock Trade
GS sale $3.0M
Timing
8 days before vote
Trade: Jan 23 → Vote: Jan 15, 2026
Vote
On the Cloture Motion
Voted: Yes
David H. McCormick sold GS ($1,000,001-$5,000,000) 8 days after voting 'Yes' on Motion to Invoke Cloture: H.R. 6938
TRADED BEFORE VOTE GS
65
Stock Trade
NVDA sale $33K
Timing
6 days before vote
Trade: Jul 7 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: No
Sheldon Whitehouse sold NVDA ($15,001-$50,000) 6 days after voting 'No' on Amdt. No. 2360, as Amended
TRADED BEFORE VOTE NVDA
65
Stock Trade
FWONK sale $375K
Timing
8 days before vote
Trade: May 9 → Vote: May 1, 2025
Vote
On the Joint Resolution
Voted: No
John Hickenlooper sold FWONK ($250,001-$500,000) 8 days after voting 'No' on H.J.Res. 75
TRADED BEFORE VOTE FWONK
65
Stock Trade
DTE sale $8K
Timing
1 day before vote
Trade: May 20 → Vote: May 19, 2025
Vote
On Cloture on the Motion to Proceed
Voted: Yes
John Boozman sold DTE ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Invoke Cloture on the Motion to Proceed to S. 1582
TIGHT TIMING TRADED BEFORE VOTE DTE
65
Stock Trade
WMT purchase $8K
Timing
2 days before vote
Trade: Jul 31 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought WMT ($1,001-$15,000) 2 days after voting 'Yes' on Confirmation: Earl Matthews, of Virginia, to be General Counsel of the Department of Defense
TIGHT TIMING TRADED BEFORE VOTE WMT
65
Stock Trade
EMRZX sale $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Motion to Discharge
Voted: No
John Boozman sold EMRZX ($1,001-$15,000) 2 days after voting 'No' on Motion to Discharge S. J. Res. 34
TIGHT TIMING TRADED BEFORE VOTE EMRZX
65
Stock Trade
GIGB sale $8K
Timing
3 days before vote
Trade: Aug 1 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold GIGB ($1,001-$15,000) 3 days after voting 'Yes' on Confirmation: Susan Monarez, of Wisconsin, to be Director of the Centers for Disease Control and Pre
TIGHT TIMING TRADED BEFORE VOTE GIGB
65
Stock Trade
SHY purchase $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought SHY ($1,001-$15,000) 1 days after voting 'Yes' on Confirmation: Tyler Clarkson, of Virginia, to be General Counsel of the Department of Agriculture
TIGHT TIMING TRADED BEFORE VOTE SHY
65
Stock Trade
IWM purchase $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought IWM ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Invoke Cloture: David Woll to be General Counsel of the Department of Housing and Urban De
TIGHT TIMING TRADED BEFORE VOTE IWM
65
Stock Trade
EMRZX sale $33K
Timing
6 days before vote
Trade: Aug 7 → Vote: Aug 1, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold EMRZX ($15,001-$50,000) 6 days after voting 'Yes' on Confirmation: Brian Nesvik, of Wyoming, to be Director of the United States Fish and Wildlife Servic
TRADED BEFORE VOTE EMRZX
65
Stock Trade
NTAP purchase $8K
Timing
3 days before vote
Trade: Feb 27 → Vote: Feb 24, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
John Boozman bought NTAP ($1,001-$15,000) 3 days after voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 7147
TIGHT TIMING TRADED BEFORE VOTE NTAP
65
Stock Trade
GS sale $3.0M
Timing
4 days after vote
Trade: Jan 23 → Vote: Jan 27, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
David H. McCormick sold GS ($1,000,001-$5,000,000) 4 days before voting 'Yes' on Motion to Invoke Cloture on the Motion to Proceed to S. 3627
GS
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Politicians
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