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STOCK TRADE ↔ VOTE CORRELATIONS
30,326
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.

30,326
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)
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)
Jim Justice R WV
45.3 avg (60)

Most Correlated Tickers

UNH
45.7 avg (896 trades)
MSFT
45.5 avg (774 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
41.2 avg (398 trades)

Correlations (30326 found)

Score Date Amount Timing
40
Stock Trade
AMZN purchase $8K
Timing
18 days before vote
Trade: May 16 → Vote: Apr 28, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought AMZN ($1,001-$15,000) 18 days after voting 'Yes' on Motion to Invoke Cloture: David Perdue to be Ambassador Extraordinary and Plenipotentiary of the U.S
TRADED BEFORE VOTE AMZN
40
Stock Trade
EFA sale $8K
Timing
17 days before vote
Trade: Aug 1 → Vote: Jul 15, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold EFA ($1,001-$15,000) 17 days after voting 'Yes' on Motion to Invoke Cloture: Joseph Edlow to be Director of U.S. Citizenship and Immigration Services,
TRADED BEFORE VOTE EFA
40
Stock Trade
WWSYX purchase $8K
Timing
15 days before vote
Trade: Aug 1 → Vote: Jul 17, 2025
Vote
On the Amendment
Voted: Yes
John Boozman bought WWSYX ($1,001-$15,000) 15 days after voting 'Yes' on Schmitt Admt. No. 2853
TRADED BEFORE VOTE WWSYX
40
Stock Trade
XOM sale $75K
Timing
22 days before vote
Trade: Jan 9 → Vote: Dec 18, 2025
Vote
On Motion to Recommit
Voted: Yes
Gilbert Cisneros sold XOM ($50,001-$100,000) 22 days after voting 'Yes' on On Motion to Recommit
TRADED BEFORE VOTE XOM
40
Stock Trade
PALL sale $8K
Timing
12 days after vote
Trade: Dec 24 → Vote: Jan 5, 2026
Vote
On the Nomination
Voted: Yes
John Boozman sold PALL ($1,001-$15,000) 12 days before voting 'Yes' on Confirmation: Keith Bass, of Texas, to be an Assistant Secretary of Defense
PALL
40
Stock Trade
PPLT sale $8K
Timing
11 days after vote
Trade: Jan 23 → Vote: Feb 3, 2026
Vote
On the Nomination
Voted: Yes
John Boozman sold PPLT ($1,001-$15,000) 11 days before voting 'Yes' on Confirmation: David Clay Fowlkes, of Arkansas, to be U.S. District Judge for the Western District of
PPLT
40
Stock Trade
MBB purchase $8K
Timing
15 days before vote
Trade: Jan 23 → Vote: Jan 8, 2026
Vote
On the Nomination
Voted: Yes
John Boozman bought MBB ($1,001-$15,000) 15 days after voting 'Yes' on Confirmation: Alexander C. Van Hook, of Louisiana, to be U.S. District Judge for the Western Distric
TRADED BEFORE VOTE MBB
40
Stock Trade
IVW sale $8K
Timing
11 days after vote
Trade: Jan 29 → Vote: Feb 9, 2026
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold IVW ($1,001-$15,000) 11 days before voting 'Yes' on Motion to Invoke Cloture: Daniel E. Burrows to be an Assistant Attorney General
IVW
40
Stock Trade
NTAP purchase $8K
Timing
16 days before vote
Trade: Feb 27 → Vote: Feb 11, 2026
Vote
On the Motion to Proceed
Voted: Yes
John Boozman bought NTAP ($1,001-$15,000) 16 days after voting 'Yes' on Motion to Proceed to H. J. Res. 142
TRADED BEFORE VOTE NTAP
40
Stock Trade
AAPL purchase $8K
Timing
8 days after vote
Trade: Apr 30 → Vote: May 8, 2025
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Katie Britt bought AAPL ($1,001-$15,000) 8 days before voting 'Yes' on Motion to Invoke Cloture: Motion to proceed to S. 1582
AAPL
Angus King I ME
40
Stock Trade
META purchase $8K
Timing
10 days after vote
Trade: Jul 21 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought META ($1,001-$15,000) 10 days before voting 'No' on Motion to Invoke Cloture: Andrea Lucas to be a Member of the Equal Employment Opportunity Commission
META
Angus King I ME
40
Stock Trade
TMO sale $8K
Timing
11 days after vote
Trade: Jul 21 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: Yes
Angus King sold TMO ($1,001-$15,000) 11 days before voting 'Yes' on Mullin Amdt. No. 3412
TMO
Angus King I ME
40
Stock Trade
BX purchase $8K
Timing
11 days after vote
Trade: Jul 21 → Vote: Aug 1, 2025
Vote
On the Motion
Voted: Yes
Angus King bought BX ($1,001-$15,000) 11 days before voting 'Yes' on Motion to Waive All Applicable Budgetary Points of Order Re: Merkley Amdt. No. 3114
BX
Angus King I ME
40
Stock Trade
AMD purchase $8K
Timing
12 days after vote
Trade: Jul 21 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
Angus King bought AMD ($1,001-$15,000) 12 days before voting 'Yes' on Confirmation: Sean Cairncross, of Minnesota, to be National Cyber Director
AMD
Angus King I ME
40
Stock Trade
NVDA purchase $8K
Timing
12 days after vote
Trade: Jul 21 → Vote: Aug 2, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought NVDA ($1,001-$15,000) 12 days before voting 'No' on Motion to Invoke Cloture: Jason Reding Quinones to be United States Attorney for the Southern Distri
NVDA
40
Stock Trade
WFC purchase $8K
Timing
9 days after vote
Trade: Jun 1 → Vote: Jun 10, 2025
Vote
On the Nomination
Voted: Yes
A. Mitchell Jr. McConnell bought WFC ($1,001-$15,000) 9 days before voting 'Yes' on Confirmation: Andrew Hughes, of Texas, to be Deputy Secretary of Housing and Urban Development
WFC
40
Stock Trade
EL sale $8K
Timing
20 days before vote
Trade: Apr 29 → Vote: Apr 9, 2025
Vote
On the Nomination
Voted: No
Sheldon Whitehouse sold EL ($1,001-$15,000) 20 days after voting 'No' on Confirmation: Kevin Cabrera, of Florida, to be Ambassador Extrodinary and Plenipotentiary of the Uni
TRADED BEFORE VOTE EL
40
Stock Trade
VZ sale $8K
Timing
20 days before vote
Trade: Feb 23 → Vote: Feb 3, 2026
Vote
On the Cloture Motion
Voted: No
Sheldon Whitehouse sold VZ ($1,001-$15,000) 20 days after voting 'No' on Motion to Invoke Cloture: Nicholas Jon Ganjei to be U.S. District Judge for the Southern District of
TRADED BEFORE VOTE VZ
40
Stock Trade
GOOG Purchase
Timing
11 days before vote
Trade: Jun 16 → Vote: Jun 5, 2025
Vote
On Passage
Voted: Yes
Hon. Scott Scott Franklin sold GOOG 11 days after voting 'Yes' on On Passage
TRADED BEFORE VOTE GOOG
40
Stock Trade
NVDA Purchase
Timing
14 days before vote
Trade: Apr 10 → Vote: Mar 27, 2025
Vote
On Passage
Voted: No
Hon. Terri A. Sewell sold NVDA 14 days after voting 'No' on On Passage
TRADED BEFORE VOTE NVDA
40
Stock Trade
AMZN purchase $175K
Timing
17 days after vote
Trade: Dec 29 → Vote: Jan 15, 2026
Vote
On Passage of the Bill
Voted: Yes
Markwayne Mullin bought AMZN ($100,001-$250,000) 17 days before voting 'Yes' on H.R. 6938
AMZN
40
Stock Trade
GOOGL purchase $8K
Timing
14 days after vote
Trade: May 8 → Vote: May 22, 2025
Vote
On the Motion to Proceed
Voted: Yes
Shelley Moore Capito bought GOOGL ($1,001-$15,000) 14 days before voting 'Yes' on Motion to Proceed to H.J.Res. 89
GOOGL
40
Stock Trade
MMM sale $75K
Timing
29 days before vote
Trade: Mar 31 → Vote: Mar 2, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Tina Smith sold MMM ($50,001-$100,000) 29 days after voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 6644
TRADED BEFORE VOTE MMM
40
Stock Trade
C sale $8K
Timing
12 days after vote
Trade: Jun 18 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
Shelley Moore Capito sold C ($1,001-$15,000) 12 days before voting 'No' on Motion to Waive Section 302(F) of the CBA Re: Amdt. No. 2414
C
40
Stock Trade
CB sale $8K
Timing
13 days after vote
Trade: Jul 17 → Vote: Jul 30, 2025
Vote
On the Motion to Discharge
Voted: No
Shelley Moore Capito sold CB ($1,001-$15,000) 13 days before voting 'No' on Motion to Discharge S. J. Res. 41
CB
Explore More Data
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Exposed
Highest-scoring suspicious correlations
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Votes
Roll call votes and voting records
🏛️
Politicians
Browse all tracked members of Congress
🔗
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Epstein-linked figures × FEC donation records
⚖️
Committees
Congressional committee assignments
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Lobbying
Lobbying filings and influence spending
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