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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)

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 Murphy Amdt. No. 3447
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: Adam Telle, of Mississippi, to be an Assistant Secretary of the Army
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: Jason Reding Quinones, of Florida, to be United States Attorney for the Southern Distr
MRVL
40
Stock Trade
IJR sale $8K
Timing
9 days after vote
Trade: May 6 → Vote: May 15, 2025
Vote
On the Nomination
Voted: Not Voting
David H. McCormick sold IJR ($1,001-$15,000) 9 days before voting 'Not Voting' on Confirmation: Sean Donahue, of F.L., to be an Assistant Administrator of the Environmental Protectio
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: Richard Topping, of Ohio, to be Chief Financial Officer, Department of Veterans Affair
OGN
Stock Trade
T Purchase
Timing
11 days before vote
Trade: Jun 23 → Vote: Jun 12, 2025
Vote
On Passage
Voted: Yes
Hon. James French Hill sold T 11 days after voting 'Yes' on On Passage
TRADED BEFORE VOTE T
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: Nicholas Jon Ganjei, of Texas, to be U.S. District Judge for the Southern District of
TRADED BEFORE VOTE AZO
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 Sanders Amdt. No. 2435
UNH
Stock Trade
JPM sale $8K
Timing
18 days before vote
Trade: Jul 18 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: No
Shelley Moore Capito sold JPM ($1,001-$15,000) 18 days after voting 'No' on Schiff Motion to Commit H.R. 1 to the Committee on Agriculture, Nutrition, and Forestry with Instruc
TRADED BEFORE VOTE JPM
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 Padilla Motion to Commit H.R. 1 to the Committee on Finance with Instructions
TRADED BEFORE VOTE AAPL
40
Stock Trade
VLO sale $8K
Timing
8 days after vote
Trade: May 13 → Vote: May 21, 2025
Vote
On the Motion to Table
Voted: Yes
John Boozman sold VLO ($1,001-$15,000) 8 days before voting 'Yes' on Motion to Table the Appeal that Two Points of Order are Not in Order at the Same Time
VLO
40
Stock Trade
DTE sale $8K
Timing
19 days before vote
Trade: May 20 → Vote: May 1, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold DTE ($1,001-$15,000) 19 days after voting 'Yes' on Motion to Invoke Cloture: Frank Bisignano to be Commissioner of the Social Security Administration
TRADED BEFORE VOTE DTE
Stock Trade
NVDA purchase $175K
Timing
15 days after vote
Trade: Dec 29 → Vote: Jan 13, 2026
Vote
On the Motion to Proceed
Voted: No
Markwayne Mullin bought NVDA ($100,001-$250,000) 15 days before voting 'No' on Motion to Proceed to S.J. Res. 84
NVDA
Stock Trade
AXP purchase $8K
Timing
9 days after vote
Trade: Dec 29 → Vote: Jan 7, 2026
Vote
On the Motion to Proceed
Voted: No
Markwayne Mullin bought AXP ($1,001-$15,000) 9 days before voting 'No' on Motion to Proceed to S.J.Res. 86
AXP
40
Stock Trade
VEA sale $8K
Timing
18 days before vote
Trade: Aug 1 → Vote: Jul 14, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold VEA ($1,001-$15,000) 18 days after voting 'Yes' on Confirmation: Whitney D. Hermandorfer, of Tennessee, to be United States Circuit Judge for the Sixth
TRADED BEFORE VOTE VEA
40
Stock Trade
GIGB sale $8K
Timing
15 days before vote
Trade: Aug 1 → Vote: Jul 17, 2025
Vote
On the Motion to Table
Voted: Yes
John Boozman sold GIGB ($1,001-$15,000) 15 days after voting 'Yes' on Motion to Table Amdt. No. 2893
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: Cristian M. Stevens to be U.S. District Judge for the Eastern District of
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 Nomination
Voted: Yes
John Boozman sold MU ($1,001-$15,000) 20 days after voting 'Yes' on Confirmation: Jeanine Pirro, of New York, to be United States Attorney for the District of Columbia
TRADED BEFORE VOTE MU
40
Stock Trade
PPLT sale $8K
Timing
18 days before vote
Trade: Jan 23 → Vote: Jan 5, 2026
Vote
On the Nomination
Voted: Yes
John Boozman sold PPLT ($1,001-$15,000) 18 days after voting 'Yes' on Confirmation: Keith Bass, of Texas, to be an Assistant Secretary of Defense
TRADED BEFORE VOTE PPLT
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: Aaron Christian Peterson, of Alaska, to be United States District Judge for the Distri
JMBS
40
Stock Trade
IVW sale $8K
Timing
15 days before vote
Trade: Jan 29 → Vote: Jan 14, 2026
Vote
On the Point of Order
Voted: Yes
John Boozman sold IVW ($1,001-$15,000) 15 days after voting 'Yes' on Is the Point of Order Well Taken Re: To the Privilege Status of S.J. Res. 98
TRADED BEFORE VOTE IVW
40
Stock Trade
CAT purchase $8K
Timing
14 days after vote
Trade: Jan 29 → Vote: Feb 12, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
John Boozman bought CAT ($1,001-$15,000) 14 days before voting 'Yes' on Motion to Invoke Cloture: Motion to Proceed to H.R. 7147
CAT
40
Stock Trade
AMAT sale $8K
Timing
13 days after vote
Trade: Feb 27 → Vote: Mar 12, 2026
Vote
On Passage of the Bill
Voted: Yes
John Boozman sold AMAT ($1,001-$15,000) 13 days before voting 'Yes' on H.R. 6644, as amended
AMAT
40
Stock Trade
AAPL purchase $8K
Timing
21 days before vote
Trade: Apr 30 → Vote: Apr 9, 2025
Vote
On the Cloture Motion
Voted: Yes
Katie Britt bought AAPL ($1,001-$15,000) 21 days after voting 'Yes' on Motion to Invoke Cloture: Paul Atkins to be a Member of the Securities and Exchange Commission
TRADED BEFORE VOTE AAPL
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Federal spending and government contracts
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Roll call votes and voting records
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Donations
55K+ individual and PAC contributions
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By State
Political money data by state
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