This dataset contains house sale prices for King County, which includes Seattle. It includes homes sold between May 2014 and May 2015. This dataset was obtained from Kaggle.com https://www.kaggle.com/harlfoxem/housesalesprediction/data
Format
A data frame with 21613 observations on the following 21 variables.
- id
a notation for a house
- date
Date house was sold
- price
Price is prediction target
- bedrooms
Number of Bedrooms/House
- bathrooms
Number of bathrooms/bedrooms
- sqft_living
square footage of the home
- sqft_lot
square footage of the lot
- floors
Total floors (levels) in house
- waterfront
House which has a view to a waterfront
- view
Has been viewed
- condition
How good the condition is (Overall)
- grade
overall grade given to the housing unit, based on King County grading system
- sqft_above
square footage of house apart from basement
- sqft_basement
square footage of the basement
- yr_built
Built Year
- yr_renovated
Year when house was renovated
- zipcode
zip code
- lat
Latitude coordinate
- long
Longitude coordinate
- sqft_living15
Living room area in 2015 (implies– some renovations) This might or might not have affected the lotsize area
- sqft_lot15
lotSize area in 2015 (implies– some renovations)
Source
Kaggle https://www.kaggle.com/harlfoxem/housesalesprediction. Note data is released under a CC0: Public Domain license.