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~half of those households earn more



Sorry for nitpicking, but "~half of those households earn more" would have been true if they were talking about median income, not average income.

While many of the commonly seen distributions have median==average, income usually follows a more exponential distribution with the average exceeding the median due to a "heavy tail".




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