houses: Housing in King County

In speegled/fosdata: Data for use with the book "Probability, Statistics, and Data: A Fresh Approach Using R", by Darrin Speegle and Bryan Clair

Housing in King County

Description

House prices and characteristics for houses sold in King County (home of Seattle) from May, 2014 through May, 2015.

Usage

houses

Format

A data frame with 21613 observations of 21 variables. Descriptions taken from https://www.slideshare.net/PawanShivhare1/predicting-king-county-house-prices

id

unique id of each home

date

date of sale

price

price of sale

bedrooms

number of bedrooms

bathrooms

number of bathrooms

sqft_living

Square footage of living space

sqft_lot

square foot of the lot

floors

number of floors

waterfront

Is the home on the waterfront?

view

Rating from 0 to 4 of how good the view is

condition

Rating from 1-5 on the condition of the home

grade

Rating of 1-13 on the quality of materials used. 1-3 is substandard, 7 is average and 11-13 is excellent.

sqft_above

square footage above ground level

sqft_basement

square footage of basement

yr_built

year built

yr_renovated

year renovated

zipcode

zip code of house

lat

lattitude

long

longitude

sqft_living15

square footage of the 15 nearest neighbors

sqft_lot15

lot sizes of 15 nearest neighbors

Source

https://www.kaggle.com/harlfoxem/housesalesprediction

speegled/fosdata documentation built on Feb. 8, 2025, 8:17 a.m.