Lisbon-House-Prices
OpenML dataset with id 43660
No author found.
Full work available at URL: https://api.openml.org/data/v1/download/22102485/Lisbon-House-Prices.arff
Upload date: 24 March 2022
Dataset Characteristics
Number of classes: 0
Number of features: 17 (numeric: 10, symbolic: 0 and in total binary: 0 )
Number of instances: 246
Number of instances with missing values: 0
Number of missing values: 0
Context Explore the regression algorithm using the prices of Lisbon's houses. This dataset contains a total of 246 records. Content The attributes of this dataset are:
Id: is a unique identifying number assigned to each house.
Condition: The house condition (i.e., New, Used, As New, For Refurbishment).
PropertyType: Property type (i.e., Home, Single habitation)
PropertySubType: Property Sub Type (i.e., Apartment, duplex, etc.)
Bedrooms: Number of Bedrooms
Bathrooms: Number of Bathrooms
AreaNet: Net area of the house
AreaGross: Gross area of the house
Parking: Number of parking places
Latitude: Geographical Latitude
Longitude: Geographical Longitude
Country: Country where the house is located
District: District where the house is located
Municipality: Municipality where the house is located
Parish: Parish where the house is located
Price Sq. M.: Price per m in the location of the house
Price: This is our training variable and target. It is the home price.
