Feature Engineering with Latitude and Longitude

@mukesh wrote:

Hi,

I am working on Kaggle crime category prediction problem. Here input variable of dataset are datetime, district, dayofweek, address and geo variables( Latitude and Longitude). I know feature engineering always help you to boost your model prediction power. Can you please suggest the methods to create new variable from latitude and longitude? I know, this will improve the power of model because as we go more granular compare to district it will predict the crime category more accurately.

Thanks,
Mukesh

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