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STOCK TRADE ↔ VOTE CORRELATIONS
30,326
correlations
719
high-score
44.3
avg score

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

55 avg (74)
50.9 avg (4702)
49.8 avg (65)
48.5 avg (221)
47.1 avg (112)
47 avg (9249)
46.7 avg (3505)
Angus King I ME
45.6 avg (4257)
45.4 avg (100)
45.3 avg (60)

Most Correlated Tickers

UNH
45.7 avg (896 trades)
45.5 avg (774 trades)
46.2 avg (705 trades)
47 avg (689 trades)
JPM
47.9 avg (578 trades)
45.5 avg (556 trades)
XOM
42.7 avg (454 trades)
41.5 avg (413 trades)
GD
48.4 avg (404 trades)
MU
41.2 avg (398 trades)

Correlations (30326 found)

Stock Trade
COP purchase $33K
Timing
7 days after vote
Trade: Dec 29 → Vote: Jan 5, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought COP ($15,001-$50,000) 7 days before voting 'Yes' on Confirmation: Keith Bass, of Texas, to be an Assistant Secretary of Defense
COP
Stock Trade
MTZ sale $33K
Timing
6 days after vote
Trade: Feb 4 → Vote: Feb 10, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin sold MTZ ($15,001-$50,000) 6 days before voting 'Yes' on Confirmation: Daniel E. Burrows, of Colorado, to be an Assistant Attorney General
MTZ
Stock Trade
META purchase $8K
Timing
2 days after vote
Trade: Jul 29 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito bought META ($1,001-$15,000) 2 days before voting 'Yes' on Confirmation: Cheryl Mason, of North Carolina, to be Inspector General, Department of Veterans Affai
TIGHT TIMING META
55
Stock Trade
GD sale $8K
Timing
Same day
Trade: Jul 31 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold GD ($1,001-$15,000) 0 days after voting 'Yes' on Confirmation: Gadyaces Serralta, of Florida, to be Director of the United States Marshals Service
TIGHT TIMING GD
Stock Trade
LPLA purchase $33K
Timing
6 days after vote
Trade: May 13 → Vote: May 19, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought LPLA ($15,001-$50,000) 6 days before voting 'Yes' on Motion to Invoke Cloture: Charles Kushner to be Ambassador of the United States of America to the Fr
LPLA
Stock Trade
IQV purchase $33K
Timing
7 days after vote
Trade: Dec 29 → Vote: Jan 5, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought IQV ($15,001-$50,000) 7 days before voting 'Yes' on Confirmation: Keith Bass, of Texas, to be an Assistant Secretary of Defense
IQV
55
Stock Trade
SLV sale $8K
Timing
1 day after vote
Trade: Aug 1 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold SLV ($1,001-$15,000) 1 days before voting 'Yes' on Confirmation: Brian Burch, of Illinois, to be Ambassador of the United States of America to the Holy
TIGHT TIMING SLV
55
Stock Trade
TLH purchase $8K
Timing
1 day after vote
Trade: Aug 1 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought TLH ($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 TLH
Angus King I ME
55
Stock Trade
GOOGL purchase $8K
Timing
1 day after vote
Trade: Jul 21 → Vote: Jul 22, 2025
Vote
On the Nomination
Voted: Yes
Angus King bought GOOGL ($1,001-$15,000) 1 days before voting 'Yes' on Confirmation: Bradley Hansell, of Virginia, to be Under Secretary of Defense for Intelligence and Se
TIGHT TIMING GOOGL
Angus King I ME
55
Stock Trade
LOW purchase $8K
Timing
2 days after vote
Trade: Jul 21 → Vote: Jul 23, 2025
Vote
On the Nomination
Voted: No
Angus King bought LOW ($1,001-$15,000) 2 days before voting 'No' on Confirmation: Aaron Szabo, of Virginia, to be an Assistant Administrator of the Environmental Protec
TIGHT TIMING LOW
Angus King I ME
55
Stock Trade
VRT purchase $8K
Timing
3 days after vote
Trade: Jul 21 → Vote: Jul 24, 2025
Vote
On the Nomination
Voted: No
Angus King bought VRT ($1,001-$15,000) 3 days before voting 'No' on Confirmation: Richard Topping, of Ohio, to be Chief Financial Officer, Department of Veterans Affair
TIGHT TIMING VRT
Stock Trade
LPLA purchase $33K
Timing
12 days before vote
Trade: May 13 → Vote: May 1, 2025
Vote
On the Joint Resolution
Voted: Yes
Markwayne Mullin bought LPLA ($15,001-$50,000) 12 days after voting 'Yes' on S.J.Res. 31
TRADED BEFORE VOTE LPLA
Stock Trade
TMO purchase $33K
Timing
14 days before vote
Trade: May 13 → Vote: Apr 29, 2025
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought TMO ($15,001-$50,000) 14 days after voting 'Yes' on Confirmation: Thomas Barrack, of Colorado, to be Ambassador of the United States of America to the R
TRADED BEFORE VOTE TMO
Stock Trade
LRN purchase $33K
Timing
7 days after vote
Trade: Jan 5 → Vote: Jan 12, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Markwayne Mullin bought LRN ($15,001-$50,000) 7 days before voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 6938
LRN
Stock Trade
MTZ sale $33K
Timing
7 days after vote
Trade: Feb 4 → Vote: Feb 11, 2026
Vote
On the Motion to Proceed
Voted: Yes
Markwayne Mullin sold MTZ ($15,001-$50,000) 7 days before voting 'Yes' on Motion to Proceed to H. J. Res. 142
MTZ
Stock Trade
META purchase $8K
Timing
2 days after vote
Trade: Jul 29 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito bought META ($1,001-$15,000) 2 days before voting 'Yes' on Confirmation: Gadyaces Serralta, of Florida, to be Director of the United States Marshals Service
TIGHT TIMING META
55
Stock Trade
GD sale $8K
Timing
Same day
Trade: Jul 31 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold GD ($1,001-$15,000) 0 days after voting 'Yes' on Confirmation: Tyler Clarkson, of Virginia, to be General Counsel of the Department of Agriculture
TIGHT TIMING GD
55
Stock Trade
SLV sale $8K
Timing
1 day after vote
Trade: Aug 1 → Vote: Aug 2, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold SLV ($1,001-$15,000) 1 days before voting 'Yes' on Motion to Invoke Cloture: Brian Burch to be Ambassador of the United States of America to the Holy S
TIGHT TIMING SLV
Stock Trade
GS sale $33K
Timing
5 days after vote
Trade: Feb 4 → Vote: Feb 9, 2026
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin sold GS ($15,001-$50,000) 5 days before voting 'Yes' on Motion to Invoke Cloture: Daniel E. Burrows to be an Assistant Attorney General
GS
55
Stock Trade
SHY purchase $8K
Timing
Same day
Trade: Aug 1 → Vote: Aug 1, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought SHY ($1,001-$15,000) 0 days after voting 'Yes' on Confirmation: Nicholas Kent, of Virginia, to be Under Secretary of Education
TIGHT TIMING SHY
55
Stock Trade
TLH purchase $8K
Timing
1 day after vote
Trade: Aug 1 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought TLH ($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 TLH
Angus King I ME
55
Stock Trade
GOOGL purchase $8K
Timing
1 day after vote
Trade: Jul 21 → Vote: Jul 22, 2025
Vote
On the Nomination
Voted: No
Angus King bought GOOGL ($1,001-$15,000) 1 days before voting 'No' on Confirmation: Aaron Lukas, of Arkansas, to be Principal Deputy Director of National Intelligence
TIGHT TIMING GOOGL
Angus King I ME
55
Stock Trade
LOW purchase $8K
Timing
2 days after vote
Trade: Jul 21 → Vote: Jul 23, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought LOW ($1,001-$15,000) 2 days before voting 'No' on Motion to Invoke Cloture: Aaron Szabo to be an Assistant Administrator of the Environmental Protecti
TIGHT TIMING LOW
Angus King I ME
55
Stock Trade
VRT purchase $8K
Timing
3 days after vote
Trade: Jul 21 → Vote: Jul 24, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought VRT ($1,001-$15,000) 3 days before voting 'No' on Motion to Invoke Cloture: Richard Topping to be Chief Financial Officer, Department of Veterans Affa
TIGHT TIMING VRT
Stock Trade
TMO purchase $33K
Timing
14 days before vote
Trade: May 13 → Vote: Apr 29, 2025
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought TMO ($15,001-$50,000) 14 days after voting 'Yes' on Motion to Invoke Cloture: Thomas Barrack to be Ambassador of the United States of America to the Rep
TRADED BEFORE VOTE TMO
Explore More Data
🗳️
Votes
Roll call votes and voting records
💰
Money Trail
Follow the money from donors to politicians
🕸️
Connect The Dots
Interactive graph: Epstein figures → donors → politicians
🏆
Top Donors
Biggest spenders in American politics
📅
Timeline
Epstein events overlaid with political donation activity
📊
Leaderboard
Politicians ranked by corruption score
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