This is a real dataset of house prices sold in Seattle, Washing, USA between August and December 2022. The task is to predict the house price in this area based on several features, which are described below.
Feature |
Description |
beds |
Number of bedrooms in property |
baths |
Number of bathrooms in property. Note 0.5 corresponds to a half-bath which has a sink and toilet but no tub or shower |
size |
Total floor area of property |
size_units |
Units of the previous measurement |
lot_size |
Total area of the land where the property is located on. The lot belongs to the house owner |
lot_size_units |
Units of the previous measurement |
zip_code |
Zip code. This is a postal code used in the USA |
price |
Price the property was sold for (US dollars) |
Useful fact: