Data
I used the CRUTS data set (you might have heard of HadCRUT...it's the CRUT in that) for everything in this except for humidity. I used NASA's dataset for humidity.
City List
I have ~1100 cities at the time of writing. I started with a list of the largest cities in the world, mapped them, and then started filling in gaps in the map. I think I have pretty decent coverage at this point, and almost every major population center on Earth should be within 50 miles or so of a city in this tool.
Feeback
If you want this tool to do other stuff or you find bugs, feel free to let me know in the comments. I also only tested this on a ZenFone so it might be awful on mobile.
In case you missed the link at the top, it is here:
http://cityprojections.com/FilterCitiesByClimate.html
In case you missed the link at the top, it is here:
http://cityprojections.com/FilterCitiesByClimate.html
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