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Vancouver probably top the chart because 1) the income increase (or lack thereof) doesn't correlate with the price increase and 2) the index also take into account period of time.
SF's income is pretty fucking high and so is NYC. You see NYC at the bottom of the bubble because it has always been expensive lol.
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