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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)

40
Stock Trade
JMBS purchase $8K
Timing
15 days before vote
Trade: Aug 1 → Vote: Jul 17, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman bought JMBS ($1,001-$15,000) 15 days after voting 'Yes' on Motion to Invoke Cloture: Joshua M. Divine to be U.S. District Judge for the Eastern and Western Dis
TRADED BEFORE VOTE JMBS
40
Stock Trade
MU sale $8K
Timing
20 days before vote
Trade: Aug 22 → Vote: Aug 2, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold MU ($1,001-$15,000) 20 days after voting 'Yes' on Motion to Invoke Cloture: Jeanine Pirro to be United States Attorney for the District of Columbia
TRADED BEFORE VOTE MU
40
Stock Trade
PPLT sale $8K
Timing
17 days before vote
Trade: Jan 23 → Vote: Jan 6, 2026
Vote
On the Nomination
Voted: Yes
John Boozman sold PPLT ($1,001-$15,000) 17 days after voting 'Yes' on Confirmation: Sara Bailey, of Texas, to be Director of National Drug Control Policy
TRADED BEFORE VOTE PPLT
40
Stock Trade
JMBS purchase $8K
Timing
13 days after vote
Trade: Jan 23 → Vote: Feb 5, 2026
Vote
On the Nomination
Voted: Yes
John Boozman bought JMBS ($1,001-$15,000) 13 days before voting 'Yes' on Confirmation: Justin R. Olson, of Indiana, to be U.S. District Judge for the Southern District of In
JMBS
40
Stock Trade
CAT purchase $8K
Timing
14 days after vote
Trade: Jan 29 → Vote: Feb 12, 2026
Vote
On the Joint Resolution
Voted: Yes
John Boozman bought CAT ($1,001-$15,000) 14 days before voting 'Yes' on H. J. Res. 142
CAT
40
Stock Trade
AAPL purchase $8K
Timing
20 days before vote
Trade: Apr 30 → Vote: Apr 10, 2025
Vote
On the Nomination
Voted: Yes
Katie Britt bought AAPL ($1,001-$15,000) 20 days after voting 'Yes' on Confirmation: Mark Meador, of Virginia, to be a Federal Trade Commissioner
TRADED BEFORE VOTE AAPL
Angus King I ME
40
Stock Trade
UNH sale $8K
Timing
15 days before vote
Trade: Jul 15 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
Angus King sold UNH ($1,001-$15,000) 15 days after voting 'No' on Motion to Waive Section 425(a)(2) of the CBA re: H.R. 1
TRADED BEFORE VOTE UNH
Angus King I ME
40
Stock Trade
ANET purchase $8K
Timing
21 days before vote
Trade: Jul 21 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
Angus King bought ANET ($1,001-$15,000) 21 days after voting 'No' on Motion to Waive Section 313(b)(1)(D) of the CBA Re: Cornyn Amdt. No. 2705
TRADED BEFORE VOTE ANET
Angus King I ME
40
Stock Trade
TMO sale $8K
Timing
8 days after vote
Trade: Jul 21 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: No
Angus King sold TMO ($1,001-$15,000) 8 days before voting 'No' on Confirmation: Earl Matthews, of Virginia, to be General Counsel of the Department of Defense
TMO
Angus King I ME
40
Stock Trade
MSFT sale $8K
Timing
12 days after vote
Trade: Feb 13 → Vote: Feb 25, 2026
Vote
On the Nomination
Voted: No
Angus King sold MSFT ($1,001-$15,000) 12 days before voting 'No' on Confirmation: John DeLeeuw, of Texas, to be a Member of the National Transportation Safety Board
MSFT
Angus King I ME
40
Stock Trade
ADSK purchase $8K
Timing
20 days before vote
Trade: Jul 21 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: No
Angus King bought ADSK ($1,001-$15,000) 20 days after voting 'No' on Amdt. No. 2360, as Amended
TRADED BEFORE VOTE ADSK
Angus King I ME
40
Stock Trade
BX purchase $8K
Timing
9 days after vote
Trade: Jul 21 → Vote: Jul 30, 2025
Vote
On the Nomination
Voted: No
Angus King bought BX ($1,001-$15,000) 9 days before voting 'No' on Confirmation: Thomas Gaiser, of Ohio, to be an Assistant Attorney General
BX
Angus King I ME
40
Stock Trade
NFLX purchase $8K
Timing
20 days before vote
Trade: Jul 21 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought NFLX ($1,001-$15,000) 20 days after voting 'Yes' on Blackburn Amdt. No. 2814
TRADED BEFORE VOTE NFLX
Angus King I ME
40
Stock Trade
AMD purchase $8K
Timing
10 days after vote
Trade: Jul 21 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: No
Angus King bought AMD ($1,001-$15,000) 10 days before voting 'No' on Confirmation: Cheryl Mason, of North Carolina, to be Inspector General, Department of Veterans Affai
AMD
Angus King I ME
40
Stock Trade
NVDA purchase $8K
Timing
11 days after vote
Trade: Jul 21 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought NVDA ($1,001-$15,000) 11 days before voting 'Yes' on Collins Amdt. No. 3411, as amended
NVDA
Angus King I ME
40
Stock Trade
JPM purchase $8K
Timing
11 days after vote
Trade: Jul 21 → Vote: Aug 1, 2025
Vote
On the Cloture Motion
Voted: No
Angus King bought JPM ($1,001-$15,000) 11 days before voting 'No' on Motion to Invoke Cloture: Luigi Rinaldi to be Ambassador Extraordinary and Plenipotentiary of the Un
JPM
Angus King I ME
40
Stock Trade
UBER purchase $8K
Timing
12 days after vote
Trade: Jul 21 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: No
Angus King bought UBER ($1,001-$15,000) 12 days before voting 'No' on Confirmation: John Arrigo, of Florida, to be Ambassador of the United States of America to the Portu
UBER
Angus King I ME
40
Stock Trade
MRVL purchase $8K
Timing
12 days after vote
Trade: Jul 21 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: No
Angus King bought MRVL ($1,001-$15,000) 12 days before voting 'No' on Confirmation: Brian Burch, of Illinois, to be Ambassador of the United States of America to the Holy
MRVL
40
Stock Trade
IJR sale $8K
Timing
13 days after vote
Trade: May 6 → Vote: May 19, 2025
Vote
On the Nomination
Voted: Yes
David H. McCormick sold IJR ($1,001-$15,000) 13 days before voting 'Yes' on Confirmation: Charles Kushner, of New York, to be Ambassador of the United States of America to the
IJR
40
Stock Trade
OGN sale $8K
Timing
14 days after vote
Trade: Jul 10 → Vote: Jul 24, 2025
Vote
On the Nomination
Voted: No
Gary Peters sold OGN ($1,001-$15,000) 14 days before voting 'No' on Confirmation: Matthew Lohmeier, of Arizona, to be Under Secretary of the Air Force
OGN
40
Stock Trade
TEM Purchase $75K
Timing
30 days before vote
Trade: Jan 16 → Vote: Dec 17, 2025
Vote
On Passage
Voted: No
Hon. Nancy Pelosi sold TEM ($50,001-$100,000) 30 days after voting 'No' on On Passage
TRADED BEFORE VOTE TEM
Stock Trade
AZO sale $75K
Timing
22 days before vote
Trade: Feb 25 → Vote: Feb 3, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin sold AZO ($50,001-$100,000) 22 days after voting 'Yes' on Confirmation: David Clay Fowlkes, of Arkansas, to be U.S. District Judge for the Western District of
TRADED BEFORE VOTE AZO
Stock Trade
C sale $8K
Timing
9 days after vote
Trade: Jun 18 → Vote: Jun 27, 2025
Vote
On the Motion to Discharge
Voted: No
Shelley Moore Capito sold C ($1,001-$15,000) 9 days before voting 'No' on Motion to Discharge S.J. Res. 59 from the Committee on Foreign Relations
C
Stock Trade
UNH sale $8K
Timing
8 days after vote
Trade: Jun 23 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: No
Shelley Moore Capito sold UNH ($1,001-$15,000) 8 days before voting 'No' on Lee Amdt. No. 2745
UNH
Stock Trade
AAPL sale $8K
Timing
18 days before vote
Trade: Jul 18 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
Shelley Moore Capito sold AAPL ($1,001-$15,000) 18 days after voting 'No' on Duckworth Motion to Commit H.R. 1 to the Committee on Agriculture, Nutrition, and Forestry with Inst
TRADED BEFORE VOTE AAPL
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Roll call votes and voting records
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55K+ individual and PAC contributions
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