This is why Airbnb pricing in Boston is noteworthy

Photo by Sean Sweeney from Unsplash

Introduction

Business Understanding

Exploratory Data Analysis (EDA)

Fig. 1: Distribution of price per listing in Boston, MA
Fig. 2: Price distribution per neighborhood
Fig. 3: Price distribution per room type
Fig. 4: Price distribution per property type

How well can we predict the price?

Fig. 5: Correlation between price and numerical features

Model:

Result:

Conclusion

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