Thanks for the comments Dilawar! To answer your questions: 

Awesome stuff! Can it be extended to all Panchayats in the country easily?


I guess so, just have a feeling that services like Planetary Computer might 
not be able to handle all the data and could crash if you don't code it in 
a certain way. Planetary Computer allows you to create something called 
dask clusters to 'perform computation in parallel and at scale'. I'm an 
amateur coder, so I don't how to do all that magic, think you need to do 
all that for operations to complete without crashing.

Just a nitpick: why not use "median" as an averaging strategy? 


No strong reason really, i'm just thinking that since this is a story about 
how hot villages get, about temperature extremes, you need a measure of 
central tendency like average that takes in ALL values, instead of a 
measure like median that ignores extreme values.

-shijith

On Friday, 24 February 2023 at 13:30:26 UTC+5:30 Dilawar Singh wrote:

Awesome stuff! Can it be extended to all Panchayats in the country easily?

Just a nitpick: why not use "median" as an averaging strategy? 

best,
   Dilawar 

---- On Fri, 24 Feb 2023 12:00:40 +0530 *Shijith Kunhitty 
<shij...@gmail.com>* wrote ---

Just wanted to plug my data story on villages in Kerala and how hot they 
get. 

The story is at https://shijith.com/blog/kerala-panchayat-temp/ 

And the code is at https://github.com/shijithpk/hottest-panchayats-kerala 

Was thinking of using Google Earth Engine for this story, but decided to go 
with Planetary Computer since it's Python-centric and I'm more familiar 
with that language.

Pretty sure earth/environment science guys won't be happy with my 
methodology, but hopefully there's enough of a logic to it to accept the 
story as a basic analysis.

Thanks! -shijith


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