houseDF: Dataframe of 1,460 observations of home sales in Ames, Iowa....

In causact: Fast, Easy, and Visual Bayesian Inference

Dataframe of 1,460 observations of home sales in Ames, Iowa. Known as The Ames Housing dataset, it was compiled by Dean De Cock for use in data science education. Each observation is a home sale. See houseDFDescr for more info.

Description

Dataframe of 1,460 observations of home sales in Ames, Iowa. Known as The Ames Housing dataset, it was compiled by Dean De Cock for use in data science education. Each observation is a home sale. See houseDFDescr for more info.

Usage

houseDF

Format

A data frame with 1,460 rows and 37 variables:

SalePrice

the property's sale price in dollars. This is the target variable

MSSubClass

The building class

MSZoning

The general zoning classification

LotFrontage

Linear feet of street connected to property

LotArea

Lot size in square feet

Street

Type of road access

LotShape

General shape of property

Utilities

Type of utilities available

LotConfig

Lot configuration

Neighborhood

Physical locations within Ames city limits

BldgType

Type of dwelling

HouseStyle

Style of dwelling

OverallQual

Overall material and finish quality

OverallCond

Overall condition rating

YearBuilt

Original construction date

YearRemodAdd

Remodel date

ExterQual

Exterior material quality

ExterCond

Present condition of the material on the exterior

BsmtQual

Height of the basement

BsmtCond

General condition of the basement

BsmtExposure

Walkout or garden level basement walls

BsmtUnfSF

Unfinished square feet of basement area

TotalBsmtSF

Total square feet of basement area

1stFlrSF

First Floor square feet

2ndFlrSF

Second floor square feet

LowQualFinSF

Low quality finished square feet (all floors)

GrLivArea

Above grade (ground) living area square feet

FullBath

Full bathrooms above grade

HalfBath

Half baths above grade

BedroomAbvGr

Number of bedrooms above basement level

TotRmsAbvGrd

Total rooms above grade (does not include bathrooms)

Functional

Home functionality rating

GarageCars

Size of garage in car capacity

MoSold

Month Sold

YrSold

Year Sold

SaleType

Type of sale

SaleCondition

Condition of sale

Source

https://www.kaggle.com/c/house-prices-advanced-regression-techniques/data Accessed Jan 22, 2019. Kaggle dataset on "House Prices: Advanced Regression Techniques".

causact documentation built on Sept. 8, 2023, 5:46 p.m.