I am probably not going to post an update to the top 20 cities because after adding the FEMA disaster index and messing with the formula some more. All of the top cities remained the same except Port Townsend was replaced by Urbana, IL and the order is different
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Anyways, I think my livable cities formula is broken, no matter what I do with it or add to it, the top 25 cities stay the same, just in different orders.
It’s always
St.Paul, Minneapolis
Albany, Alameda, San Francisco, Oakland, Emeryville, and Berkeley California
Portland Oregon
Denver and Boulder, CO
Arlington, VA
Washington DC
Seattle, WA
Newark, Paterson, Trenton, and Elizabeth NJ
Champaign-Urbana, Cicero, and Berwyn IL
Baltimore
Mount Vernon, NY
And Eureka CA









