The data is based on income tax filings.

Ryder Spearmann

Kady M.

Mar 17, 2018·1 min read

The data is based on income tax filings. Unless you are a small businessperson carrying your business on your personal tax return, there’s no borrowed money on there.

Written by

Kady M.

Data Driven Econophile. Muslim, USA born. Been “woke” 2x: 1st, when I realized the world isn’t fair; 2nd, when I realized the “woke” people are full of shit.

Ryder Spearmann

Kady M.

Mar 17, 2018·1 min read

Kady M.

Data Driven Econophile. Muslim, USA born. Been “woke” 2x: 1st, when I realized the world isn’t fair; 2nd, when I realized the “woke” people are full of shit.

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More from Kady M.

Data Driven Econophile. Muslim, USA born. Been “woke” 2x: 1st, when I realized the world isn’t fair; 2nd, when I realized the “woke” people are full of shit.

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