Impact of AirBnb on Housing in NYC

1 May 2018

Introduction

Segregate AirBnb listings into commercial and household rentals.
Comparitive analysis between commercial and household rentals.
Impact of AirBnb growth on rentals in NYC.
Proximity of AirBnb rentals to tourist places.

Identify commercial vs household airbnb listings.

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Distribution of commercial and household listings across NY.

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Distribution of commercial and household listings by room type.

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Comparitive analysis between commercial and household listings wrt user scores.

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Comparitive analysis between commercial and household listings wrt user reviews.

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Comparitive analysis between commercial and household listings wrt price.

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Rental Policy Change

Number of entire homes/apt decreased by 3.6% and private rooms increased on 9.2%.

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Effects on commercial listings

Number of entire homes/apt decreased by 7.8% and private rooms increased on 16%.

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Effects on non-commercial listings

Number of entire homes/apt decreased by 4% and private rooms increased on 7.7%.

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Impact of Policy Change on distribution of room types

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Pointout users having multiple listings

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How has AirBnb's growth affected rental prices?

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Tourist places having maximum number of nearest Airbnb listings

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Average listing prices for the nearest Airbnbs

## Average listing prices for the nearest commercial Airbnbs

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Average listing prices for the nearest non commercial Airbnbs

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Proximity of Airbnb listings to tourist places

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Time series analysis of rental and Airbnb rent prices

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Time series analysis of rental and Airbnb Occupancy rate

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Thank You!