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EDA

The dataset contains 67 columns and 9582 rows and was last scraped 2021-10-26 from the Inside Airbnb. The dataset contains many features for which you can find more information here. Two features were added. The distance of a listing from Acropolis and Syntagma, two famous sightseeings in Athens.


Explore the data

Price

The target variable price is skewed right and thus we perfrom a log transformation for a better understanding.

Price Log Price

Missing values

Missing values

Spatial Features

Distance from Acropolis vs Price Distance from Syntagma vs Price

Other features

Distributions of some important features of the dataset

Distributions

Features Correlation

Correlation