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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
URNM sale $8K
Timing
3 days before vote
Trade: Aug 1 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold URNM ($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 URNM
65
Stock Trade
EFA sale $8K
Timing
1 day before vote
Trade: Aug 1 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold EFA ($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 EFA
65
Stock Trade
AZO sale $75K
Timing
1 day after vote
Trade: Feb 25 → Vote: Feb 26, 2026
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin sold AZO ($50,001-$100,000) 1 days before voting 'Yes' on Motion to Invoke Cloture: Ryan McCormack 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 Nomination
Voted: Yes
John Boozman bought AGZ ($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 AGZ
65
Stock Trade
SHY sale $33K
Timing
7 days before vote
Trade: Feb 6 → Vote: Jan 30, 2026
Vote
On Passage of the Bill
Voted: Yes
John Boozman sold SHY ($15,001-$50,000) 7 days after voting 'Yes' on H.R. 7148, as Amended
TRADED BEFORE VOTE SHY
65
Stock Trade
IEF purchase $8K
Timing
1 day before vote
Trade: Feb 6 → Vote: Feb 5, 2026
Vote
On the Nomination
Voted: Yes
John Boozman bought IEF ($1,001-$15,000) 1 days after voting 'Yes' on Confirmation: Justin R. Olson, of Indiana, to be U.S. District Judge for the Southern District of In
TIGHT TIMING TRADED BEFORE VOTE IEF
65
Stock Trade
UNH sale $33K
Timing
4 days before vote
Trade: Aug 1 → Vote: Jul 28, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin sold UNH ($15,001-$50,000) 4 days after voting 'Yes' on Confirmation: David Wright, of South Carolina, to be a Member of the Nuclear Regulatory Commission
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 Amendment
Voted: No
Markwayne Mullin bought LRN ($15,001-$50,000) 5 days after voting 'No' on Sanders Amdt. No. 4290
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 Discharge
Voted: Yes
Shelley Moore Capito sold AFL ($1,001-$15,000) 3 days after voting 'Yes' on Motion to Discharge H.R. 4 from the Committees on Appropriations and the Budget
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 Cloture Motion
Voted: Yes
Shelley Moore Capito sold GD ($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 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: Gadyaces Serralta to be Director of the United States Marshals Service
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 Collins Amdt. No. 3411, as amended
TIGHT TIMING TRADED BEFORE VOTE BLK
65
Stock Trade
URNM sale $8K
Timing
3 days before vote
Trade: Aug 1 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold URNM ($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 URNM
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: Cheryl Mason, of North Carolina, to be Inspector General, Department of Veterans Affai
TIGHT TIMING TRADED BEFORE VOTE EFA
65
Stock Trade
CRS purchase $33K
Timing
6 days before vote
Trade: Feb 4 → Vote: Jan 29, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Markwayne Mullin bought CRS ($15,001-$50,000) 6 days after voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 7148
TRADED BEFORE VOTE CRS
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: Thomas Gaiser to be an Assistant Attorney General
TIGHT TIMING TRADED BEFORE VOTE AGZ
65
Stock Trade
SHY sale $33K
Timing
7 days before vote
Trade: Feb 6 → Vote: Jan 30, 2026
Vote
On the Motion
Voted: No
John Boozman sold SHY ($15,001-$50,000) 7 days after voting 'No' on Motion to Waive All Applicable Budgetary Discipline Re: Merkley Amdt. No. 4287
TRADED BEFORE VOTE SHY
65
Stock Trade
IEF purchase $8K
Timing
1 day before vote
Trade: Feb 6 → Vote: Feb 5, 2026
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought IEF ($1,001-$15,000) 1 days after voting 'Yes' on Motion to Invoke Cloture: Justin R. Olson to be U.S. District Judge for the Southern District of Ind
TIGHT TIMING TRADED BEFORE VOTE IEF
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: David Wright to be a Member of the Nuclear Regulatory Commission
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 to Table
Voted: No
Markwayne Mullin bought LRN ($15,001-$50,000) 5 days after voting 'No' on Motion to Table Lee Amdt. No. 4286
TRADED BEFORE VOTE LRN
65
Stock Trade
AFL sale $8K
Timing
2 days before vote
Trade: Jul 18 → Vote: Jul 16, 2025
Vote
On the Motion to Recommit
Voted: No
Shelley Moore Capito sold AFL ($1,001-$15,000) 2 days after voting 'No' on Kaine Motion to Recommit H.R. 4 to the Committee on Appropriations with Instructions
TIGHT TIMING TRADED BEFORE VOTE AFL
65
Stock Trade
SHW purchase $8K
Timing
2 days before vote
Trade: Aug 1 → Vote: Jul 30, 2025
Vote
On the Motion to Discharge
Voted: No
Shelley Moore Capito bought SHW ($1,001-$15,000) 2 days after voting 'No' on Motion to Discharge S. J. Res. 34
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: No
Shelley Moore Capito sold BLK ($1,001-$15,000) 3 days after voting 'No' on Johnson Amdt. No. 3428
TIGHT TIMING TRADED BEFORE VOTE BLK
65
Stock Trade
URNM sale $8K
Timing
3 days before vote
Trade: Aug 1 → Vote: Jul 29, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold URNM ($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 URNM
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: Gadyaces Serralta, of Florida, to be Director of the United States Marshals Service
TIGHT TIMING TRADED BEFORE VOTE EFA
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