Milan Airbnb Entire Apartment Listings with Service Amenities

Milan-Airbnb-Open-Data-(only-entire-apartments) contains 9,322 entire apartment listings in Milan, sourced from Airbnb. The data has been processed to remove nuisance variables and includes dummy variables for 19 services and amenities. It is published under a CC0 1.0 license.

Use Cases

• Analyze the distribution and pricing of entire-apartment rentals in Milan based on the 9,322 listings.
• Model the relationship between rental characteristics and the presence of specific amenities like WiFi or air conditioning.
• Conduct market segmentation of Airbnb offerings based on the 19 dummy-coded service variables.
• Study the supply-side features of the short-term rental market in a major European city.

Strengths

• Contains 9,322 listings, providing a substantial sample of the Milan Airbnb market.
• Includes 19 dummy variables for specific apartment services and amenities, such as TV, WiFi, and kitchen.
• Data is explicitly filtered to include only entire apartments, reducing heterogeneity in listing type.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Last update date is unknown; freshness unverified.
• Row count for the processed dataset is provided, but original feature set and data collection period are unspecified.

Provenance

Source

Airbnb, via the openml platform.

Collection Method

Derived from an original Airbnb dataset; processed to remove nuisance variables, recode variables, and create dummy variables for services.

Geography

Milan, Italy