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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
DTE sale $8K
Timing
20 days before vote
Trade: May 20 → Vote: Apr 30, 2025
Vote
On the Motion to Table
Voted: Yes
John Boozman sold DTE ($1,001-$15,000) 20 days after voting 'Yes' on Motion to Table the Motion to Reconsider the Vote by which S.J.Res. 49 Failed of Passage
TRADED BEFORE VOTE DTE
Stock Trade
AXP purchase $8K
Timing
8 days after vote
Trade: Dec 29 → Vote: Jan 6, 2026
Vote
On the Nomination
Voted: Yes
Markwayne Mullin bought AXP ($1,001-$15,000) 8 days before voting 'Yes' on Confirmation: Sara Bailey, of Texas, to be Director of National Drug Control Policy
AXP
40
Stock Trade
GIGB sale $8K
Timing
15 days before vote
Trade: Aug 1 → Vote: Jul 17, 2025
Vote
On the Amendment
Voted: No
John Boozman sold GIGB ($1,001-$15,000) 15 days after voting 'No' on Shaheen Amdt. No. 2898
TRADED BEFORE VOTE GIGB
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: Bradley Hansell to be Under Secretary of Defense for Intelligence and Secu
TRADED BEFORE VOTE JMBS
Stock Trade
XOM sale $75K
Timing
29 days before vote
Trade: Jan 9 → Vote: Dec 11, 2025
Vote
On Passage
Voted: No
Gilbert Cisneros sold XOM ($50,001-$100,000) 29 days after voting 'No' on On Passage
TRADED BEFORE VOTE XOM
40
Stock Trade
MU sale $8K
Timing
20 days before vote
Trade: Aug 22 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold MU ($1,001-$15,000) 20 days after voting 'Yes' on Confirmation: Luke Lindberg, of South Dakota, to be Under Secretary of Agriculture for Trade and For
TRADED BEFORE VOTE MU
40
Stock Trade
JMBS purchase $8K
Timing
12 days after vote
Trade: Jan 23 → Vote: Feb 4, 2026
Vote
On the Nomination
Voted: Yes
John Boozman bought JMBS ($1,001-$15,000) 12 days before voting 'Yes' on Confirmation: Megan Blair Benton, of Missouri, to be U.S. District Judge for the Western District of
JMBS
40
Stock Trade
IVW sale $8K
Timing
17 days before vote
Trade: Jan 29 → Vote: Jan 12, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
John Boozman sold IVW ($1,001-$15,000) 17 days after voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 6938
TRADED BEFORE VOTE IVW
40
Stock Trade
CAT purchase $8K
Timing
12 days after vote
Trade: Jan 29 → Vote: Feb 10, 2026
Vote
On the Nomination
Voted: Yes
John Boozman bought CAT ($1,001-$15,000) 12 days before voting 'Yes' on Confirmation: Daniel E. Burrows, of Colorado, to be an Assistant Attorney General
CAT
40
Stock Trade
AMAT sale $8K
Timing
12 days after vote
Trade: Feb 27 → Vote: Mar 11, 2026
Vote
On the Amendment
Voted: Yes
John Boozman sold AMAT ($1,001-$15,000) 12 days before voting 'Yes' on Scott (SC) Amdt. No. 4308, as amended
AMAT
40
Stock Trade
AAPL purchase $8K
Timing
21 days before vote
Trade: Apr 30 → Vote: Apr 9, 2025
Vote
On the Nomination
Voted: Yes
Katie Britt bought AAPL ($1,001-$15,000) 21 days after voting 'Yes' on Confirmation: Peter Hoekstra, of Michigan, to be Ambassador Extraordinary and Plenipotentiary of the
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: Yes
Angus King sold UNH ($1,001-$15,000) 15 days after voting 'Yes' on Lujan Motion to Commit H.R. 1 to the Committee on Finance with Instructions
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: Amdt. No. 2401
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 Cloture Motion
Voted: No
Angus King sold TMO ($1,001-$15,000) 8 days before voting 'No' on Motion to Invoke Cloture: Susan Monarez to be Director of the Centers for Disease Control and Preven
TMO
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 Motion
Voted: Yes
Angus King bought ADSK ($1,001-$15,000) 20 days after voting 'Yes' on Warnock Motion to Commit H.R. 1 to the Committee on Finance with Instructions
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 Cloture Motion
Voted: No
Angus King bought BX ($1,001-$15,000) 9 days before voting 'No' on Motion to Invoke Cloture: Tyler Clarkson to be General Counsel of the Department of Agriculture
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 Shaheen Amdt. No. 2564
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: Andrea Lucas, of Virginia, to be a Member of the Equal Employment Opportunity Commissi
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 Nomination
Voted: No
Angus King bought NVDA ($1,001-$15,000) 11 days before voting 'No' on Confirmation: David Woll, of Virginia, to be General Counsel of the Department of Housing and Urban
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 Amendment
Voted: Yes
Angus King bought JPM ($1,001-$15,000) 11 days before voting 'Yes' on Van Hollen Amdt. No. 3115
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: Yes
Angus King bought UBER ($1,001-$15,000) 12 days before voting 'Yes' on Confirmation: Marcus Molinaro, of New York, to be Federal Transit Administrator
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 Cloture Motion
Voted: No
Angus King bought MRVL ($1,001-$15,000) 12 days before voting 'No' on Motion to Invoke Cloture: Jeanine Pirro to be United States Attorney for the District of Columbia
MRVL
40
Stock Trade
IJR sale $8K
Timing
9 days after vote
Trade: May 6 → Vote: May 15, 2025
Vote
On the Motion to Discharge
Voted: Not Voting
David H. McCormick sold IJR ($1,001-$15,000) 9 days before voting 'Not Voting' on Motion to Discharge S. Res. 195
IJR
40
Stock Trade
OGN sale $8K
Timing
14 days after vote
Trade: Jul 10 → Vote: Jul 24, 2025
Vote
On the Cloture Motion
Voted: No
Gary Peters sold OGN ($1,001-$15,000) 14 days before voting 'No' on Motion to Invoke Cloture: Emil J. Bove III to be U.S. Circuit Judge for the Third Circuit
OGN
Stock Trade
T Purchase
Timing
11 days before vote
Trade: Jun 23 → Vote: Jun 12, 2025
Vote
On Motion to Recommit
Voted: No
Hon. James French Hill sold T 11 days after voting 'No' on On Motion to Recommit
TRADED BEFORE VOTE T
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