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levelsio

Climate Finder — Pick temperature and air quality and find places that match

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Climate Finder lets you pick a temperature, humidity, rain, air quality and busy-ness range and time period to match places based on your desired climate.

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levelsio
Hi PH! I've been working on this for the last few months, collecting historical climate data like temperature and rain but also historical air quality average for all months in the year. 🤔 Problem I'm trying to find a place to settle for longer which is relatively warm (but not too hot) all year round, not humid and most importantly with clean air. I was in Chiang Mai recently and the air pollution had become so bad (~200 AQI), that I've been seriously thinking about my exposure to air pollution and how damaging it can be in the long term. 💡 Solution The tool I made is called Climate Finder and lets you pick a temperature, humidity, rain, air quality and busy-ness range and time period to match places based on your desired climate. ☁️ Data Temperature, rain and humidity data is from the past year. Air quality data is averages from the past few years. For about 80% of the cities I have monthly air quality data, for most of the missing 20% I use World Health Organizations' annual air quality average. I have data for ~1,400 cities. Thanks to @gabrielchuan for helping me collect the historical air quality data. 💬 Feedback I'd love to hear your feedback because it's a work in progress. The next features I was thinking off is adding type line charts. Let me know what you think! -Pieter
François Briod
@levelsio Hi Pieter! I was in Chiang Mai at the same time and thanks to your tweet, we bought some 3M masks ;) Nice addition to Nomadlist. It's related to climate, but not only: I'd love to know if the place I'm going to has a higher likelihood of having a hazardous natural event like a typhoon, tsunami, earthquake, volcano eruption etc...
Romain Brabant
@levelsio very nice project, as everything you do! But by the way, what are your top 3 places to settle for longer period based on the information you collected so far?
Leo Bassam
@levelsio This is awesome! I will share it with our community. Quick feedback, any chance there could be a search field to find the city i'm looking for quicker? instead of scrolling or using the browser find option. https://ibb.co/S7bzzDk
levelsio
@rb242bs I'd say in terms of quality of live it'll be Spain, Portugal, Thailand or Bali. Thailand and Bali have a lot of work to do on fixing basics like air quality, freedom of speech, free courts etc.
levelsio
@briodf I have that on the main site: https://nomadlist.com/places-wit..., I've selected no natural disasters, no earthquake risk, low terror threat and no armed conflict for you!
Thomas Groutars
OMG I was looking for exactly this a few days ago, and searching city by city on Nomad List was not practical. That's it, I'm moving to Lisbon!
levelsio
@thomgroutars Hah yes, Nomad List main page is a bit too wieldy for this. This is easier to see. I hear lots of good stories about Lisbon, I think I'm going too
Zack Sheppard
Love this, @levelsio! This is a really interesting way of visualizing the climate of a city. My only request would be if you could add a filter type for city or country name? I would love to be able to pull it up for places I know I'm going to visit in the next year so I can figure out when would be best to visit them.
levelsio
@zackzachariah Yes, you can do that on the search on the main site: https://nomadlist.com. The monthly climate data is shown on each city page's under Nomad Guide!
levelsio
@zackzachariah Thanks for using my products :D
Guilherme Rizzo
Amazing work. So, where did you decide to settle? Hawaii seems like a good choice :)
levelsio
@gvrizzo Hawaii does seem great. I'm not much of a car guy though, and I heard it's a lot of driving (like in US). Potentially Portugal, Spain, Thailand, Bali or some mix of those? :D
zOxta
Tracking air pollution has recently become one of the things I am always interested about. I appreciate clean air and love to stay healthy. Good job!
levelsio
@zoxta Same, it's my biggest reason now to not visit a place.
Felipe Otálora
Tried this with cities in LATAM and I was pleasantly surprised with how well the climate is show in my country, cool thing!
levelsio
@felipe_otalora Yes! You live in the right place :D If you can fix the expensive airline monopolies, it'll be the perfect place :P
Jack Smith
fantastic idea. think i have a big though. in the “ Cities that are warm, have clean air, comfortable humidity and have nomads there all year round” link. i delete the “nomad” filter. ie i don’t care if there’s nomads there or not, and then it says zero results. when surely the results should increase by removing the # of filters
Thomas Deneulin
Very interesting ! :)
LandGraze
Super useful. I was in India working out of WeWork and pollution was terrible.
levelsio
@tripsyapp Yes India particularly has a giant problem with air pollution right now, I hope it gets better
Emir Ercan Ayar
Congrats Pieter. Looks very promising. What about showing found cities on a map, too? It will provide an insight about the query. After clicking the marker on the map, it can scroll or expand to detailed info.
levelsio
@eercanayar Hi Emir, yes that's possible on https://nomadlist.com/map and click Filters
Oliver Riechert
Great job!! Will check it out :)
Ziggy Crane
Cool stuff!
Yousef Rayyes
Great tool! Suggestion for you: can you include a key of sorts at the top where you add the filter so one can understand what ranges for different metrics are considered good/bad/very good etc. I care about air quality and would like to filter by it but I dont understand the AQI metric intuitively. Thanks!
levelsio
@yousef_rayyes like a legend? Sure!
Ben Fox
love the idea :)
Niles Miller
Really like the idea! Coming from Miami, I know that humidity can be a killer for those who come here on vacation in the summer months and having this variety of information would be very helpful to have!
Julia Blatt
Also really like the idea!
Julia Blatt
:)
Phil Scarfi
Any plan on making this into an app?
Vladimir Marchenko
ou, good apps for travellers or freelancers. I think that the most comfortable climate in the Mediterranean region. Especially if you live in cold climate before