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Credit Karma’s debt data, based on the actual debt obligations held by some 200,000 consumers who use the company’s site, breaks down the average amounts that residents in each state borrow via credit cards, mortgages, auto and student loans


So, just to be clear, it isn't a "per capita" number, but reflects the statistics from users of the website, which is also a filter.