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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)

Stock Trade
WMT purchase $75K
Timing
28 days before vote
Trade: Jan 13 → Vote: Dec 16, 2025
Vote
On Motion to Recommit
Voted: Yes
Jonathan Jackson bought WMT ($50,001-$100,000) 28 days after voting 'Yes' on On Motion to Recommit
TRADED BEFORE VOTE WMT
Angus King I ME
40
Stock Trade
TMO sale $8K
Timing
21 days before vote
Trade: Jul 21 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: Yes
Angus King sold TMO ($1,001-$15,000) 21 days after voting 'Yes' on Blunt Rochester Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TRADED BEFORE VOTE TMO
Angus King I ME
40
Stock Trade
ONON sale $8K
Timing
11 days after vote
Trade: Feb 13 → Vote: Feb 24, 2026
Vote
On Cloture on the Motion to Proceed
Voted: No
Angus King sold ONON ($1,001-$15,000) 11 days before voting 'No' on Motion to Invoke Cloture: Motion to Proceed to H.R. 7147
ONON
Angus King I ME
40
Stock Trade
BX 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 BX ($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 BX
Angus King I ME
40
Stock Trade
AMAT purchase $8K
Timing
8 days after vote
Trade: Jul 21 → Vote: Jul 29, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought AMAT ($1,001-$15,000) 8 days before voting 'No' on Motion to Invoke Cloture: Samuel Brown to be Under Secretary of Veterans Affairs for Memorial Affair
AMAT
Angus King I ME
40
Stock Trade
AMD 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 AMD ($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 AMD
Angus King I ME
40
Stock Trade
PYPL purchase $8K
Timing
9 days after vote
Trade: Jul 21 → Vote: Jul 30, 2025
Vote
On the Motion to Discharge
Voted: Yes
Angus King bought PYPL ($1,001-$15,000) 9 days before voting 'Yes' on Motion to Discharge S. J. Res. 34
PYPL
Angus King I ME
40
Stock Trade
NVDA purchase $8K
Timing
20 days before vote
Trade: Jul 21 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought NVDA ($1,001-$15,000) 20 days after voting 'Yes' on Van Hollen Amdt. No. 2585
TRADED BEFORE VOTE NVDA
Angus King I ME
40
Stock Trade
KEX purchase $8K
Timing
10 days after vote
Trade: Jul 21 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought KEX ($1,001-$15,000) 10 days before voting 'No' on Motion to Invoke Cloture: David Woll to be General Counsel of the Department of Housing and Urban De
KEX
Angus King I ME
40
Stock Trade
JPM purchase $8K
Timing
20 days before vote
Trade: Jul 21 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: No
Angus King bought JPM ($1,001-$15,000) 20 days after voting 'No' on Lee Amdt. No. 2745
TRADED BEFORE VOTE JPM
Angus King I ME
40
Stock Trade
ONON purchase $8K
Timing
10 days after vote
Trade: Jul 21 → Vote: Jul 31, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought ONON ($1,001-$15,000) 10 days before voting 'No' on Motion to Invoke Cloture: Cheryl Mason to be Inspector General, Department of Veterans Affairs
ONON
Angus King I ME
40
Stock Trade
BAC purchase $8K
Timing
11 days after vote
Trade: Jul 21 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: No
Angus King bought BAC ($1,001-$15,000) 11 days before voting 'No' on Kennedy Amdt. No. 3414
BAC
40
Stock Trade
OGN sale $8K
Timing
15 days before vote
Trade: Jul 10 → Vote: Jun 25, 2025
Vote
On the Nomination
Voted: No
Gary Peters sold OGN ($1,001-$15,000) 15 days after voting 'No' on Confirmation: Paul Dabbar, of New York, to be Deputy Secretary of Commerce
TRADED BEFORE VOTE OGN
Rick Scott R FL
40
Stock Trade
GEV Sale
Timing
12 days before vote
Trade: Feb 17 → Vote: Feb 5, 2026
Vote
On the Nomination
Voted: Yes
Hon. Austin Scott sold GEV 12 days after voting 'Yes' on Confirmation: Brian Charles Lea, of Tennessee, to be U.S. District Judge for the Western District of
TRADED BEFORE VOTE GEV
Stock Trade
MSFT purchase $175K
Timing
17 days after vote
Trade: Dec 29 → Vote: Jan 15, 2026
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought MSFT ($100,001-$250,000) 17 days before voting 'Yes' on Motion to Invoke Cloture: H.R. 6938
MSFT
Stock Trade
XOM sale $8K
Timing
12 days after vote
Trade: Jun 18 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: Yes
Shelley Moore Capito sold XOM ($1,001-$15,000) 12 days before voting 'Yes' on Motion to Waive Section 425(a)(2) of the CBA re: H.R. 1
XOM
Stock Trade
WFC sale $8K
Timing
13 days after vote
Trade: Jun 18 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: No
Shelley Moore Capito sold WFC ($1,001-$15,000) 13 days before voting 'No' on Sanders Amdt. No. 2435
WFC
Stock Trade
CL sale $8K
Timing
21 days before vote
Trade: Jul 31 → Vote: Jul 10, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold CL ($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 CL
Stock Trade
PLD purchase $8K
Timing
17 days before vote
Trade: Aug 1 → Vote: Jul 15, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito bought PLD ($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 PLD
40
Stock Trade
CRM sale $8K
Timing
17 days before vote
Trade: Apr 22 → Vote: Apr 5, 2025
Vote
On the Amendment
Voted: No
John Boozman sold CRM ($1,001-$15,000) 17 days after voting 'No' on Hickenlooper Amdt. No. 2107
TRADED BEFORE VOTE CRM
40
Stock Trade
JPM sale $8K
Timing
8 days after vote
Trade: Jul 24 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: No
John Boozman sold JPM ($1,001-$15,000) 8 days before voting 'No' on Scott (FL) Amdt. No. 3113, as modified
JPM
40
Stock Trade
IVV sale $8K
Timing
15 days before vote
Trade: Aug 1 → Vote: Jul 17, 2025
Vote
On the Amendment
Voted: No
John Boozman sold IVV ($1,001-$15,000) 15 days after voting 'No' on Merkley Amdt. No. 2863
TRADED BEFORE VOTE IVV
Stock Trade
UNH purchase $75K
Timing
22 days before vote
Trade: Feb 25 → Vote: Feb 3, 2026
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought UNH ($50,001-$100,000) 22 days after voting 'Yes' on Motion to Invoke Cloture: Nicholas Jon Ganjei to be U.S. District Judge for the Southern District of
TRADED BEFORE VOTE UNH
40
Stock Trade
MSFT purchase $8K
Timing
18 days before vote
Trade: Mar 30 → Vote: Mar 12, 2026
Vote
On the Cloture Motion
Voted: Yes
John Fetterman bought MSFT ($1,001-$15,000) 18 days after voting 'Yes' on Motion to Invoke Cloture Re: Motion to Proceed to H.R. 7147
TRADED BEFORE VOTE MSFT
40
Stock Trade
IEI purchase $8K
Timing
15 days before vote
Trade: Aug 1 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought IEI ($1,001-$15,000) 15 days after voting 'Yes' on Motion to Invoke Cloture: John Hurley to be Under Secretary for Terrorism and Financial Crimes
TRADED BEFORE VOTE IEI
Explore More Data
🤝
Lobbying
Lobbying filings and influence spending
🕸️
Connect The Dots
Interactive graph: Epstein figures → donors → politicians
💰
Money Trail
Follow the money from donors to politicians
🏛️
Politicians
Browse all tracked members of Congress
🗳️
Votes
Roll call votes and voting records
📅
Timeline
Epstein events overlaid with political donation activity
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