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STOCK TRADE ↔ VOTE CORRELATIONS
30,226
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.

30,226
Correlations
49
Politicians
719
Score 70+
44.3
Avg Score

Highest Average Scores

HICKENLOOPER, JOHN W. D CO
55 avg (74)
Markwayne Mullin R OK
50.9 avg (4702)
SMITH, ANDY D MN
49.8 avg (65)
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 (30226 found)

Score Date Amount Timing
55
Stock Trade
SHY purchase $8K
Timing
1 day after vote
Trade: Aug 1 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought SHY ($1,001-$15,000) 1 days before voting 'Yes' on Confirmation: Catherine Hanson, of South Carolina, to be Chief Financial Officer, Environmental Prot
TIGHT TIMING SHY
55
Stock Trade
IWM purchase $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought IWM ($1,001-$15,000) 0 days after voting 'Yes' on Confirmation: Casey Mulligan, of Illinois, to be Chief Counsel for Advocacy, Small Business Administ
TIGHT TIMING IWM
55
Stock Trade
EMRZX sale $33K
Timing
14 days before vote
Trade: Aug 14 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold EMRZX ($15,001-$50,000) 14 days after voting 'Yes' on Confirmation: Tyler Clarkson, of Virginia, to be General Counsel of the Department of Agriculture
TRADED BEFORE VOTE EMRZX
Angus King I ME
55
Stock Trade
UNH sale $8K
Timing
1 day after vote
Trade: Jul 15 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: Yes
Angus King sold UNH ($1,001-$15,000) 1 days before voting 'Yes' on Booker Amdt. No. 2887
TIGHT TIMING UNH
Angus King I ME
55
Stock Trade
NFLX purchase $8K
Timing
1 day after vote
Trade: Jul 21 → Vote: Jul 22, 2025
Vote
On the Motion to Proceed
Voted: No
Angus King bought NFLX ($1,001-$15,000) 1 days before voting 'No' on Motion to Proceed to Executive Session to consider Emil J. Bove III
TIGHT TIMING NFLX
Angus King I ME
55
Stock Trade
MSFT purchase $8K
Timing
2 days after vote
Trade: Jul 21 → Vote: Jul 23, 2025
Vote
On the Motion to Proceed
Voted: Yes
Angus King bought MSFT ($1,001-$15,000) 2 days before voting 'Yes' on Motion to Proceed to H.R. 3944
TIGHT TIMING MSFT
55
Stock Trade
AXP purchase $33K
Timing
14 days before vote
Trade: Jul 1 → Vote: Jun 17, 2025
Vote
On Passage of the Bill
Voted: Yes
Shelley Moore Capito bought AXP ($15,001-$50,000) 14 days after voting 'Yes' on S. 1582, As Amended
TRADED BEFORE VOTE AXP
55
Stock Trade
UNH sale $8K
Timing
1 day after vote
Trade: Jun 11 → Vote: Jun 12, 2025
Vote
On the Motion
Voted: Yes
John Boozman sold UNH ($1,001-$15,000) 1 days before voting 'Yes' on Motion to Waive All Applicable Budgetary Discipline Re: Amdt. No. 2307
TIGHT TIMING UNH
55
Stock Trade
GD sale $8K
Timing
2 days after vote
Trade: Jul 31 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold GD ($1,001-$15,000) 2 days before voting 'Yes' on Confirmation: John Arrigo, of Florida, to be Ambassador of the United States of America to the Portu
TIGHT TIMING GD
55
Stock Trade
WMT purchase $8K
Timing
1 day after vote
Trade: Jul 31 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: Yes
John Boozman bought WMT ($1,001-$15,000) 1 days before voting 'Yes' on Collins Amdt. No. 3411, as amended
TIGHT TIMING WMT
55
Stock Trade
EMRZX sale $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: No
John Boozman sold EMRZX ($1,001-$15,000) 0 days after voting 'No' on Kennedy Amdt. No. 3414
TIGHT TIMING EMRZX
55
Stock Trade
UNH sale $33K
Timing
8 days before vote
Trade: Aug 1 → Vote: Jul 24, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin sold UNH ($15,001-$50,000) 8 days after voting 'Yes' on Confirmation: Matthew Lohmeier, of Arizona, to be Under Secretary of the Air Force
TRADED BEFORE VOTE UNH
55
Stock Trade
LLY purchase $33K
Timing
7 days after vote
Trade: Dec 29 → Vote: Jan 5, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought LLY ($15,001-$50,000) 7 days before voting 'Yes' on Confirmation: Keith Bass, of Texas, to be an Assistant Secretary of Defense
LLY
55
Stock Trade
GIGB sale $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold GIGB ($1,001-$15,000) 0 days after voting 'Yes' on Confirmation: Nicholas Kent, of Virginia, to be Under Secretary of Education
TIGHT TIMING GIGB
55
Stock Trade
SHY purchase $8K
Timing
1 day after vote
Trade: Aug 1 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought SHY ($1,001-$15,000) 1 days before voting 'Yes' on Confirmation: Luke Lindberg, of South Dakota, to be Under Secretary of Agriculture for Trade and For
TIGHT TIMING SHY
55
Stock Trade
IWM purchase $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought IWM ($1,001-$15,000) 0 days after voting 'Yes' on Motion to Invoke Cloture: Brian Nesvik to be Director of the United States Fish and Wildlife Service
TIGHT TIMING IWM
55
Stock Trade
EMRZX sale $33K
Timing
14 days before vote
Trade: Aug 14 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold EMRZX ($15,001-$50,000) 14 days after voting 'Yes' on Motion to Invoke Cloture: Cheryl Mason to be Inspector General, Department of Veterans Affairs
TRADED BEFORE VOTE EMRZX
Angus King I ME
55
Stock Trade
UNH sale $8K
Timing
1 day after vote
Trade: Jul 15 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: Yes
Angus King sold UNH ($1,001-$15,000) 1 days before voting 'Yes' on Rosen Amdt. No. 2878
TIGHT TIMING UNH
Angus King I ME
55
Stock Trade
ADSK purchase $8K
Timing
Same day
Trade: Jul 21 → Vote: Jul 21, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought ADSK ($1,001-$15,000) 0 days after voting 'No' on Motion to Invoke Cloture: Terrance Cole to be Administrator of Drug Enforcement
TIGHT TIMING ADSK
Angus King I ME
55
Stock Trade
NFLX purchase $8K
Timing
2 days after vote
Trade: Jul 21 → Vote: Jul 23, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought NFLX ($1,001-$15,000) 2 days before voting 'No' on Motion to Invoke Cloture: Matthew Lohmeier to be Under Secretary of the Air Force
TIGHT TIMING NFLX
Angus King I ME
55
Stock Trade
MSFT purchase $8K
Timing
3 days after vote
Trade: Jul 21 → Vote: Jul 24, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought MSFT ($1,001-$15,000) 3 days before voting 'No' on Motion to Invoke Cloture: Emil J. Bove III to be U.S. Circuit Judge for the Third Circuit
TIGHT TIMING MSFT
55
Stock Trade
AXP purchase $33K
Timing
14 days before vote
Trade: Jul 1 → Vote: Jun 17, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito bought AXP ($15,001-$50,000) 14 days after voting 'Yes' on Confirmation: Olivia Trusty, of Maryland, to be a Member of the Federal Communications Commission
TRADED BEFORE VOTE AXP
55
Stock Trade
UNH sale $8K
Timing
1 day after vote
Trade: Jun 11 → Vote: Jun 12, 2025
Vote
On the Motion to Table
Voted: No
John Boozman sold UNH ($1,001-$15,000) 1 days before voting 'No' on Motion to Table Amdt. No. 2310
TIGHT TIMING UNH
55
Stock Trade
GD sale $8K
Timing
2 days after vote
Trade: Jul 31 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold GD ($1,001-$15,000) 2 days before voting 'Yes' on Confirmation: Catherine Hanson, of South Carolina, to be Chief Financial Officer, Environmental Prot
TIGHT TIMING GD
55
Stock Trade
WMT purchase $8K
Timing
1 day after vote
Trade: Jul 31 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: No
John Boozman bought WMT ($1,001-$15,000) 1 days before voting 'No' on Johnson Amdt. No. 3428
TIGHT TIMING WMT
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