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Negative Equity in Underwater Homes Calculated Risk gathers the data on underwater homes: There are 14.75 million underwater homes and 4.1 million of these have more than 50% negative equity (the homeowners owe 50%+ more than their homes are worth).

The total negative equity is $771 billion. I decided to create a picture: