The data for much of this list of cities has changed substantially in the past two to three years. Many of these are now unaffordable for someone on $45k/year,

The data for much of this list of cities has changed substantially in the past two to three years. Many of these are now unaffordable for someone on $45k/year, and they do not have the employment robustness of the larger metros.