San Francisco

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Airbnb in San Francisco

San Francisco is the spiritual birthplace of Airbnb, the "Sharing Economy" service marketed for renting out excess rooms or your home/apartment when you're away on vacation.

However, according to Inside Airbnb data at June 2, 2016, the majority of listings are instead entire homes (4,872 of 8,440) and almost one quarter of listings (2,054) are entire homes estimated rented out or more than 90 days of the year, in clear violation of the recently introduced short-term rental laws.

As San Francisco faces a housing crisis, short-term rentals permanently offered to tourists in residential properties are taking away housing from and displacing San Francisco residents.

The Law

On October 27th, 2014 Ordinance No. 218-14 was signed, amending the Administrative and Planning Codes to allow some residential properties to be eligible for short-term residential rentals. This law became effective on February 1st, 2015.

The criteria to be eligible to rent out a residential property for less than 30 days on platforms like Airbnb are:

Airbnb data for San Francisco

Inside Airbnb

Inside Airbnb provides data compiled from the Airbnb web-site for listings available for San Francisco.

A conservative occupancy model has been built in order to estimate Occupancy Rates, Income per Month and Nights per Year. More information on the methodolgy of the occupancy model can be found in the disclaimers.

Inside Airbnb: San Francisco uses the following parameters:

If you are a data scientist, urban or public policy planner, researcher or journalist, get the data, analyze and publish your results.

If you would like your analysis hosted, or linked to from this site, please contact murray@murraycox.com.

Airbnb

Airbnb provides NO PUBLIC DATA to help understand the use of their platform and the impact on cities around the world.

Airbnb also provide NO DATA to cities or states to assist them in ensuring that Airbnb hosts and Airbnb are following the local laws.

Other data

Acknowledgements

 

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How is Airbnb really being used in and affecting your neighborhoods?

Room Type

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private rooms
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shared rooms

Airbnb hosts can list entire homes/apartments, private or shared rooms.

Depending on the room type, availability, and activity, an airbnb listing could be more like a hotel, disruptive for neighbors, taking away housing, and illegal.

Activity

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reviews/listing/month
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reviews
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price/night
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estimated occupancy
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estimated income/month

Airbnb guests may leave a review after their stay, and these can be used as an indicator of airbnb activity.

The minimum stay, price and number of reviews have been used to estimate the occupancy rate, the number of nights per year and the income per month for each listing.

How does the income from Airbnb compare to a long-term lease?

Do the number of nights booked per year make it impossible for a listing to be used for residential housing?

And what is renting to a tourist full-time rather than a resident doing to our neighborhoods and cities?

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Availability

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days/year

An Airbnb host can setup a calendar for their listing so that it is only available for a few days or weeks a year.

Other listings are available all year round (except for when it is already booked).

Entire homes or apartments highly available year-round for tourists, probably don't have the owner present, could be illegal, and more importantly, are displacing residents.

Listings per Host

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single listings
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multi-listings

Some Airbnb hosts have multiple listings.

A host may list separate rooms in the same apartment, or multiple apartments or homes available in their entirity.

Hosts with multiple listings are more likely to be running a business, are unlikely to be living in the property, and in violation of most short term rental laws designed to protect residential housing.

Host Name #Listings

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