Airbnb ??stanbul

In this project, it is desired to estimate the price of Airbnb’s under 3000 TL(Turkish Lira) in ??stanbul.

The raw data consists of 74 variables.
Removed unused data such as ‘picture_id,url_id,description’.
In total there are 30 variables left.
Missing data (NaN) was deleted because the dataset was large enough.

Target variable distribution graph

I mapped the districts of Istanbul into two as the European and the Anatolian side.

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