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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
DBLEX sale $8K
Timing
3 days before vote
Trade: Feb 6 → Vote: Feb 3, 2026
Vote
On the Nomination
Voted: Yes
John Boozman sold DBLEX ($1,001-$15,000) 3 days after voting 'Yes' on Confirmation: Nicholas Jon Ganjei, of Texas, to be U.S. District Judge for the Southern District of
TIGHT TIMING TRADED BEFORE VOTE DBLEX
Ron Wyden D OR
65
Stock Trade
PFE sale $8K
Timing
1 day before vote
Trade: Jun 3 → Vote: Jun 2, 2025
Vote
On the Cloture Motion
Voted: No
Ron Wyden sold PFE ($1,001-$15,000) 1 days after voting 'No' on Motion to Invoke Cloture: Michael Duffey to be Under Secretary of Defense for Acquisition and Sustai
TIGHT TIMING TRADED BEFORE VOTE PFE
65
Stock Trade
SPY sale $750K
Timing
12 days before vote
Trade: May 13 → Vote: May 1, 2025
Vote
On the Joint Resolution
Voted: Yes
Markwayne Mullin sold SPY ($500,001-$1,000,000) 12 days after voting 'Yes' on S.J.Res. 31
TRADED BEFORE VOTE SPY
65
Stock Trade
GS sale $33K
Timing
5 days before vote
Trade: Feb 4 → Vote: Jan 30, 2026
Vote
On Passage of the Bill
Voted: Yes
Markwayne Mullin sold GS ($15,001-$50,000) 5 days after voting 'Yes' on H.R. 7148, as Amended
TRADED BEFORE VOTE GS
65
Stock Trade
IRM sale $8K
Timing
1 day before vote
Trade: Feb 4 → Vote: Feb 3, 2026
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin sold IRM ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Invoke Cloture: Nicholas Jon Ganjei to be U.S. District Judge for the Southern District of
TIGHT TIMING TRADED BEFORE VOTE IRM
65
Stock Trade
AFL sale $8K
Timing
3 days before vote
Trade: Jul 18 → Vote: Jul 15, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito sold AFL ($1,001-$15,000) 3 days after voting 'Yes' on Confirmation: Joseph Edlow, of Maryland, to be Director of U.S. Citizenship and Immigration Services
TIGHT TIMING TRADED BEFORE VOTE AFL
65
Stock Trade
MDLZ sale $8K
Timing
2 days before vote
Trade: Jul 31 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold MDLZ ($1,001-$15,000) 2 days after voting 'Yes' on Confirmation: Emil Bove III, of Pennsylvania, to be United States Circuit Judge for the Third Circui
TIGHT TIMING TRADED BEFORE VOTE MDLZ
65
Stock Trade
COP purchase $33K
Timing
6 days before vote
Trade: May 13 → Vote: May 7, 2025
Vote
On the Joint Resolution
Voted: Yes
Markwayne Mullin bought COP ($15,001-$50,000) 6 days after voting 'Yes' on S.J. Res. 13
TRADED BEFORE VOTE COP
65
Stock Trade
PPLT sale $8K
Timing
3 days before vote
Trade: Aug 1 → Vote: Jul 29, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold PPLT ($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 PPLT
65
Stock Trade
CMBS purchase $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought CMBS ($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 CMBS
65
Stock Trade
IEF purchase $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
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: Jospeh Kent to be Director of the National Counterterrorism Center, Office
TIGHT TIMING TRADED BEFORE VOTE IEF
65
Stock Trade
RNWGX purchase $33K
Timing
6 days before vote
Trade: Aug 7 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: No
John Boozman bought RNWGX ($15,001-$50,000) 6 days after voting 'No' on Van Hollen Amdt. No. 3115
TRADED BEFORE VOTE RNWGX
65
Stock Trade
DBLEX sale $8K
Timing
3 days before vote
Trade: Feb 6 → Vote: Feb 3, 2026
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold DBLEX ($1,001-$15,000) 3 days after voting 'Yes' on Motion to Invoke Cloture: Nicholas Jon Ganjei to be U.S. District Judge for the Southern District of
TIGHT TIMING TRADED BEFORE VOTE DBLEX
65
Stock Trade
GS sale $33K
Timing
5 days before vote
Trade: Feb 4 → Vote: Jan 30, 2026
Vote
On the Motion
Voted: No
Markwayne Mullin sold GS ($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 GS
65
Stock Trade
IRM sale $8K
Timing
1 day before vote
Trade: Feb 4 → Vote: Feb 3, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin sold IRM ($1,001-$15,000) 1 days after voting 'Yes' on Confirmation: David Clay Fowlkes, of Arkansas, to be U.S. District Judge for the Western District of
TIGHT TIMING TRADED BEFORE VOTE IRM
65
Stock Trade
AFL sale $8K
Timing
3 days before vote
Trade: Jul 18 → Vote: Jul 15, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold AFL ($1,001-$15,000) 3 days after voting 'Yes' on Motion to Invoke Cloture: Joseph Edlow to be Director of U.S. Citizenship and Immigration Services,
TIGHT TIMING TRADED BEFORE VOTE AFL
65
Stock Trade
AVGO sale $8K
Timing
3 days before vote
Trade: Jul 18 → Vote: Jul 15, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito sold AVGO ($1,001-$15,000) 3 days after voting 'Yes' on Confirmation: Joseph Edlow, of Maryland, to be Director of U.S. Citizenship and Immigration Services
TIGHT TIMING TRADED BEFORE VOTE AVGO
65
Stock Trade
SBUX sale $8K
Timing
1 day before vote
Trade: Jan 28 → Vote: Jan 27, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Not Voting
Shelley Moore Capito sold SBUX ($1,001-$15,000) 1 days after voting 'Not Voting' on Motion to Invoke Cloture on the Motion to Proceed to S. 3627
TIGHT TIMING TRADED BEFORE VOTE SBUX
65
Stock Trade
MDLZ sale $8K
Timing
2 days before vote
Trade: Jul 31 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold MDLZ ($1,001-$15,000) 2 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 MDLZ
65
Stock Trade
COP purchase $33K
Timing
5 days before vote
Trade: May 13 → Vote: May 8, 2025
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Markwayne Mullin bought COP ($15,001-$50,000) 5 days after voting 'Yes' on Motion to Invoke Cloture: Motion to proceed to S. 1582
TRADED BEFORE VOTE COP
65
Stock Trade
PPLT sale $8K
Timing
3 days before vote
Trade: Aug 1 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold PPLT ($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 PPLT
65
Stock Trade
MBB purchase $8K
Timing
3 days before vote
Trade: Aug 1 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought MBB ($1,001-$15,000) 3 days after voting 'Yes' on Confirmation: Emil Bove III, of Pennsylvania, to be United States Circuit Judge for the Third Circui
TIGHT TIMING TRADED BEFORE VOTE MBB
65
Stock Trade
CMBS purchase $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought CMBS ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Invoke Cloture: Andrea Lucas to be a Member of the Equal Employment Opportunity Commission
TIGHT TIMING TRADED BEFORE VOTE CMBS
65
Stock Trade
IEF purchase $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought IEF ($1,001-$15,000) 2 days after voting 'Yes' on Confirmation: Thomas Gaiser, of Ohio, to be an Assistant Attorney General
TIGHT TIMING TRADED BEFORE VOTE IEF
65
Stock Trade
RNWGX purchase $33K
Timing
6 days before vote
Trade: Aug 7 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: No
John Boozman bought RNWGX ($15,001-$50,000) 6 days after voting 'No' on Murphy Amdt. No. 3447
TRADED BEFORE VOTE RNWGX
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