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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)

40
Stock Trade
UNP sale $8K
Timing
15 days before vote
Trade: Feb 19 → Vote: Feb 4, 2026
Vote
On the Nomination
Voted: Yes
John Boozman sold UNP ($1,001-$15,000) 15 days after voting 'Yes' on Confirmation: Aaron Christian Peterson, of Alaska, to be United States District Judge for the Distri
TRADED BEFORE VOTE UNP
40
Stock Trade
TSM purchase $8K
Timing
21 days before vote
Trade: Jan 8 → Vote: Dec 18, 2025
Vote
On Motion to Recommit
Voted: Not Voting
Cleo Fields bought TSM ($1,001-$15,000) 21 days after voting 'Not Voting' on On Motion to Recommit
TRADED BEFORE VOTE TSM
40
Stock Trade
GOOG purchase $8K
Timing
16 days before vote
Trade: May 15 → Vote: Apr 29, 2025
Vote
On the Cloture Motion
Voted: No
John Fetterman bought GOOG ($1,001-$15,000) 16 days after voting 'No' on Motion to Invoke Cloture: Thomas Barrack to be Ambassador of the United States of America to the Rep
TRADED BEFORE VOTE GOOG
Angus King I ME
40
Stock Trade
PWR purchase $8K
Timing
20 days before vote
Trade: Jul 21 → Vote: Jul 1, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought PWR ($1,001-$15,000) 20 days after voting 'Yes' on Hickenlooper Amdt. No. 2719
TRADED BEFORE VOTE PWR
Angus King I ME
40
Stock Trade
ANET purchase $8K
Timing
10 days after vote
Trade: Jul 21 → Vote: Jul 31, 2025
Vote
On the Nomination
Voted: No
Angus King bought ANET ($1,001-$15,000) 10 days before voting 'No' on Confirmation: Matthew Kozma, of Virginia, to be Under Secretary for Intelligence and Analysis, Depar
ANET
Angus King I ME
40
Stock Trade
XOM purchase $8K
Timing
20 days before vote
Trade: Jul 21 → Vote: Jul 1, 2025
Vote
On the Motion
Voted: Yes
Angus King bought XOM ($1,001-$15,000) 20 days after voting 'Yes' on Motion to Waive Section 302(f) of the CBA Re: Collins Amdt. No. 2812
TRADED BEFORE VOTE XOM
Angus King I ME
40
Stock Trade
ADSK purchase $8K
Timing
11 days after vote
Trade: Jul 21 → Vote: Aug 1, 2025
Vote
On the Nomination
Voted: No
Angus King bought ADSK ($1,001-$15,000) 11 days before voting 'No' on Confirmation: Luigi Rinaldi, of New York, to be Ambassador of the United States of America to the Or
ADSK
Angus King I ME
40
Stock Trade
NFLX purchase $8K
Timing
11 days after vote
Trade: Jul 21 → Vote: Aug 1, 2025
Vote
On the Amendment
Voted: Yes
Angus King bought NFLX ($1,001-$15,000) 11 days before voting 'Yes' on Murphy Amdt. No. 3447
NFLX
Angus King I ME
40
Stock Trade
MSFT purchase $8K
Timing
12 days after vote
Trade: Jul 21 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: Yes
Angus King bought MSFT ($1,001-$15,000) 12 days before voting 'Yes' on Confirmation: Adam Telle, of Mississippi, to be an Assistant Secretary of the Army
MSFT
Angus King I ME
40
Stock Trade
GOOGL purchase $8K
Timing
12 days after vote
Trade: Jul 21 → Vote: Aug 2, 2025
Vote
On the Nomination
Voted: No
Angus King bought GOOGL ($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
GOOGL
Angus King I ME
40
Stock Trade
MRVL purchase $8K
Timing
21 days before vote
Trade: Jul 21 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: Yes
Angus King bought MRVL ($1,001-$15,000) 21 days after voting 'Yes' on Duckworth Motion to Commit H.R. 1 to the Committee on Agriculture, Nutrition, and Forestry with Inst
TRADED BEFORE VOTE MRVL
Stock Trade
AKAM Purchase
Timing
13 days before vote
Trade: Jun 25 → Vote: Jun 12, 2025
Vote
On Motion to Recommit
Voted: Yes
Hon. Josh Gottheimer sold AKAM 13 days after voting 'Yes' on On Motion to Recommit
TRADED BEFORE VOTE AKAM
Stock Trade
SPG Purchase
Timing
11 days before vote
Trade: Feb 3 → Vote: Jan 23, 2025
Vote
On Motion to Recommit
Voted: No
Hon. Victoria Spartz sold SPG 11 days after voting 'No' on On Motion to Recommit
TRADED BEFORE VOTE SPG
Stock Trade
AAPL purchase $175K
Timing
17 days after vote
Trade: Dec 29 → Vote: Jan 15, 2026
Vote
On the Cloture Motion
Voted: Yes
Markwayne Mullin bought AAPL ($100,001-$250,000) 17 days before voting 'Yes' on Motion to Invoke Cloture: H.R. 6938
AAPL
Stock Trade
GOOGL purchase $8K
Timing
26 days after vote
Trade: May 8 → Vote: Jun 3, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito bought GOOGL ($1,001-$15,000) 26 days before voting 'Yes' on Confirmation: Michael Duffey, of Virginia, to be Under Secretary of Defense for Acquisition and Sust
GOOGL
Stock Trade
AFL sale $8K
Timing
18 days before vote
Trade: Jul 18 → Vote: Jun 30, 2025
Vote
On the Motion
Voted: Yes
Shelley Moore Capito sold AFL ($1,001-$15,000) 18 days after voting 'Yes' on Motion to Waive Section 313(b)(1)(D) of the CBA Re: Cornyn Amdt. No. 2705
TRADED BEFORE VOTE AFL
Stock Trade
JPM sale $8K
Timing
11 days after vote
Trade: Jul 18 → Vote: Jul 29, 2025
Vote
On the Cloture Motion
Voted: Yes
Shelley Moore Capito sold JPM ($1,001-$15,000) 11 days before voting 'Yes' on Motion to Invoke Cloture: Susan Monarez to be Director of the Centers for Disease Control and Preven
JPM
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 Motion to Waive Section 313(b)(1)(D) of the Congressional Budget Act Re: Merkley Amdt. No. 2446
TRADED BEFORE VOTE AVGO
Stock Trade
AAPL sale $8K
Timing
11 days after vote
Trade: Jul 18 → Vote: Jul 29, 2025
Vote
On the Nomination
Voted: Yes
Shelley Moore Capito sold AAPL ($1,001-$15,000) 11 days before voting 'Yes' on Confirmation: Susan Monarez, of Wisconsin, to be Director of the Centers for Disease Control and Pre
AAPL
Stock Trade
ITW sale $8K
Timing
9 days after vote
Trade: Feb 24 → Vote: Mar 5, 2026
Vote
On Cloture on the Motion to Proceed
Voted: Yes
Shelley Moore Capito sold ITW ($1,001-$15,000) 9 days before voting 'Yes' on Upon Reconsideration, Motion to Invoke Cloture: Motion to Proceed to H.R. 7147
ITW
40
Stock Trade
MSFT purchase
Timing
14 days after vote
Trade: Apr 22 → Vote: May 6, 2025
Vote
On the Nomination
Voted: Yes
John Boozman bought MSFT ($1,001-$15,000) 14 days before voting 'Yes' on Confirmation: Frank Bisignano, of New Jersey, to be Commissioner of Social Security Administration
MSFT
40
Stock Trade
GD sale $8K
Timing
19 days before vote
Trade: May 20 → Vote: May 1, 2025
Vote
On the Cloture Motion
Voted: Yes
John Boozman sold GD ($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 GD
40
Stock Trade
RTX purchase $8K
Timing
13 days after vote
Trade: May 30 → Vote: Jun 12, 2025
Vote
On the Motion
Voted: Yes
John Boozman bought RTX ($1,001-$15,000) 13 days before voting 'Yes' on Motion to Waive All Applicable Budgetary Discipline Re: Amdt. No. 2307
RTX
40
Stock Trade
HYG sale $8K
Timing
14 days after vote
Trade: Jul 8 → Vote: Jul 22, 2025
Vote
On the Nomination
Voted: Yes
John Boozman sold HYG ($1,001-$15,000) 14 days before voting 'Yes' on Confirmation: Terrance Cole, of Virginia, to be Administrator of Drug Enforcement
HYG
40
Stock Trade
MDLZ sale $8K
Timing
15 days before vote
Trade: Jul 31 → Vote: Jul 16, 2025
Vote
On the Amendment
Voted: No
John Boozman sold MDLZ ($1,001-$15,000) 15 days after voting 'No' on Coons Amdt. No. 2856
TRADED BEFORE VOTE MDLZ
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Follow the money from donors to politicians
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