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by compare 4337 days ago
Great concept. One feature request: Better calculations for cities with Bi-modal price distributions.

Certain cities have a extremely bi-modal distributions of pricing. I.e. they can support both the "broke artist" lifestyle, and the "upper middle class" lifestyle. Two separate cost distributions. If you try to take the mean or median of these cities, you'll end up either arbitrarily landing on one of the distributions, or a nonsense number in the middle.

A good example is Manhattan. For example, pizza can actually be cheaper in Manhattan than Sofia. In Manhattan, the broke artist lifestyle of living with multiple roommates who barely know each other, all sharing a rent controlled apartment for a few hundred dollars a month is more socially acceptable and much more common. Just taking prices from the realtor-controlled apartment websites is a poor reflection of reality. Almost no one except the richer consultants bothers with a full-time coworking desk in either city. In this case, Manhattan can actually cost less than Sofia.

So, I think the "broke artist" price distributions would better reflect what a remote working nomad would be looking for, instead of the "upper middle class" prices.

3 comments

And likewise with temperature. I grew up in Iowa where it fluctuates from over 100F (40C) to below 0F (-20C) but that doesn't give it the same climate as San Francisco's near-constant 70F (20C).

For that matter, colorize high temperatures in red as well.

Check out http://weatherhobo.com/ for more in depth temperature based filtering.
Definitely needs something like this. I mean Brasov and Timisoara have a cost of living of about $2000 - now that would mean you'll live at least an upper-middle-class lifestyle.

For one person you can probably get by with about $1000 easily.

May I ask where do you recommend in Sofia for cheap pizza?
most street corners in sofia have a slice for ~ 1$ (1.2lv up to 2 lv) i've heard friends recommend the pizza around NDK & Vitosha buss stop but i haven't tried it personally
A local franchise called "Don Domat" is great.