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STOCK TRADE ↔ VOTE CORRELATIONS
30,490
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.

30,490
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 (9413)
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)
45.4 avg (807 trades)
46.1 avg (721 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 (30490 found)

Angus King I ME
40
Stock Trade
AMAT purchase $8K
Timing
20 days before vote
Trade: Jul 21 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought AMAT ($1,001-$15,000) 20 days after voting 'Yes' on Kim Amdt. No. 2817
TRADED BEFORE VOTE AMAT
Angus King I ME
40
Stock Trade
NFLX purchase $8K
Timing
10 days after vote
Trade: Jul 21 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: No
Angus King bought NFLX ($1,001-$15,000) 10 days before voting 'No' on Confirmation: Tyler Clarkson, of Virginia, to be General Counsel of the Department of Agriculture
NFLX
Angus King I ME
40
Stock Trade
MSFT purchase $8K
Timing
11 days after vote
Trade: Jul 21 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: No
Angus King bought MSFT ($1,001-$15,000) 11 days before voting 'No' on Scott (FL) Amdt. No. 3113, as modified
MSFT
Angus King I ME
40
Stock Trade
GOOGL purchase $8K
Timing
11 days after vote
Trade: Jul 21 → Vote: Aug 1, 2025
Vote
On the Nomination
Voted: No
Angus King bought GOOGL ($1,001-$15,000) 11 days before voting 'No' on Confirmation: Casey Mulligan, of Illinois, to be Chief Counsel for Advocacy, Small Business Administ
GOOGL
Angus King I ME
40
Stock Trade
LOW purchase $8K
Timing
12 days after vote
Trade: Jul 21 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
Angus King bought LOW ($1,001-$15,000) 12 days before voting 'Yes' on Confirmation: Luke Lindberg, of South Dakota, to be Under Secretary of Agriculture for Trade and For
LOW
Angus King I ME
40
Stock Trade
VRT purchase $8K
Timing
12 days after vote
Trade: Jul 21 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: No
Angus King bought VRT ($1,001-$15,000) 12 days before voting 'No' on Confirmation: Andrew Puzder, of Tennessee, to be Representative of the United States of America to t
VRT
Mike Lee R UT
40
Stock Trade
CCL Purchase
Timing
7 days after vote
Trade: Mar 20 → Vote: Mar 27, 2025
Vote
On the Nomination
Voted: Yes
Hon. Susie Lee sold CCL 7 days before voting 'Yes' on Confirmation: Paul Lawrence, of Virginia, to be Deputy Secretary of Veterans Affairs
CCL
Stock Trade
MA sale $8K
Timing
14 days after vote
Trade: Feb 23 → Vote: Mar 9, 2026
Vote
On the Cloture Motion
Voted: Yes
Sheldon Whitehouse sold MA ($1,001-$15,000) 14 days before voting 'Yes' on Motion to Invoke Cloture: Lt. Gen. Joshua M. Rudd to be General in the United States Army
MA
40
Stock Trade
VEA purchase $8K
Timing
21 days before vote
Trade: Mar 19 → Vote: Feb 26, 2026
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought VEA ($1,001-$15,000) 21 days after voting 'Yes' on Motion to Invoke Cloture: Ryan McCormack to be Under Secretary of Transportation for Policy
TRADED BEFORE VOTE VEA
Stock Trade
GOOGL purchase $8K
Timing
13 days after vote
Trade: May 8 → Vote: May 21, 2025
Vote
On the Motion
Voted: No
Shelley Moore Capito bought GOOGL ($1,001-$15,000) 13 days before voting 'No' on Motion to Recess for Ten Minutes
GOOGL
Stock Trade
AFL sale $8K
Timing
18 days before vote
Trade: Jul 18 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
Shelley Moore Capito sold AFL ($1,001-$15,000) 18 days after voting 'No' on Reed Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TRADED BEFORE VOTE AFL
Stock Trade
AVGO sale $8K
Timing
18 days before vote
Trade: Jul 18 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
Shelley Moore Capito sold AVGO ($1,001-$15,000) 18 days after voting 'No' on Blunt Rochester Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TRADED BEFORE VOTE AVGO
40
Stock Trade
GOOGL purchase $8K
Timing
14 days after vote
Trade: May 20 → Vote: Jun 3, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought GOOGL ($1,001-$15,000) 14 days before voting 'Yes' on Confirmation: Dale Marks, of Florida, to be an Assistant Secretary of Defense
GOOGL
40
Stock Trade
RTX purchase $8K
Timing
10 days after vote
Trade: May 30 → Vote: Jun 9, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought RTX ($1,001-$15,000) 10 days before voting 'Yes' on Confirmation: Brett Shumate, of Virginia, to be an Assistant Attorney General
RTX
40
Stock Trade
HYG sale $8K
Timing
9 days after vote
Trade: Jul 8 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold HYG ($1,001-$15,000) 9 days before voting 'Yes' on Motion to Invoke Cloture: Joshua M. Divine to be U.S. District Judge for the Eastern and Western Dis
HYG
40
Stock Trade
MDLZ sale $8K
Timing
21 days before vote
Trade: Jul 31 → Vote: Jul 10, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold MDLZ ($1,001-$15,000) 21 days after voting 'Yes' on Motion to Invoke Cloture: Jonathan Gould to be Comptroller of the Currency
TRADED BEFORE VOTE MDLZ
40
Stock Trade
PPLT sale $8K
Timing
17 days before vote
Trade: Aug 1 → Vote: Jul 15, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold PPLT ($1,001-$15,000) 17 days after voting 'Yes' on Motion to Invoke Cloture: Anthony Tata to be Under Secretary of Defense for Personnel and Readiness
TRADED BEFORE VOTE PPLT
40
Stock Trade
CMBS purchase $8K
Timing
15 days before vote
Trade: Aug 1 → Vote: Jul 17, 2025
Vote
On the Amendment
Voted: No
John Boozman bought CMBS ($1,001-$15,000) 15 days after voting 'No' on Ossoff Amdt. No. 2896
TRADED BEFORE VOTE CMBS
40
Stock Trade
ERIE purchase $8K
Timing
16 days before vote
Trade: Mar 27 → Vote: Mar 11, 2026
Vote
On the Cloture Motion
Voted: Yes
John Fetterman bought ERIE ($1,001-$15,000) 16 days after voting 'Yes' on Motion to Invoke Cloture: H.R. 6644 as amended
TRADED BEFORE VOTE ERIE
40
Stock Trade
IEF purchase $8K
Timing
15 days before vote
Trade: Aug 1 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought IEF ($1,001-$15,000) 15 days after voting 'Yes' on Motion to Invoke Cloture: Arielle Roth to be Assistant Secretary of Commerce for Communications and
TRADED BEFORE VOTE IEF
40
Stock Trade
IVW purchase $8K
Timing
14 days after vote
Trade: Dec 31 → Vote: Jan 14, 2026
Vote
On the Point of Order
Voted: Yes
John Boozman bought IVW ($1,001-$15,000) 14 days before voting 'Yes' on Is the Point of Order Well Taken Re: To the Privilege Status of S.J. Res. 98
IVW
40
Stock Trade
UNP sale $8K
Timing
20 days before vote
Trade: Feb 19 → Vote: Jan 30, 2026
Vote
On the Motion to Table
Voted: Yes
John Boozman sold UNP ($1,001-$15,000) 20 days after voting 'Yes' on Motion to Table Lee Amdt. No. 4234
TRADED BEFORE VOTE UNP
40
Stock Trade
JPM sale $8K
Timing
8 days after vote
Trade: Jan 28 → Vote: Feb 5, 2026
Vote
On the Nomination
Voted: Yes
Katie Britt sold JPM ($1,001-$15,000) 8 days before voting 'Yes' on Confirmation: Brian Charles Lea, of Tennessee, to be U.S. District Judge for the Western District of
JPM
Angus King I ME
40
Stock Trade
UNH sale $8K
Timing
14 days after vote
Trade: Jul 15 → Vote: Jul 29, 2025
Vote
On the Cloture Motion
Voted: No
Angus King sold UNH ($1,001-$15,000) 14 days before voting 'No' on Motion to Invoke Cloture: Samuel Brown to be Under Secretary of Veterans Affairs for Memorial Affair
UNH
Angus King I ME
40
Stock Trade
PWR purchase $8K
Timing
21 days before vote
Trade: Jul 21 → Vote: Jun 30, 2025
Vote
On the Decision of the Chair
Voted: No
Angus King bought PWR ($1,001-$15,000) 21 days after voting 'No' on Does the Decision of the Chair Stand as the judgment of the Senate that amdt. no. 2360 does not viol
TRADED BEFORE VOTE PWR
Explore More Data
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Dark Money
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Bills
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Timeline
Epstein events overlaid with political donation activity
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Money Trail
Follow the money from donors to politicians
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