| houseDF {causact} | R Documentation |
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
Accessed Jan 22, 2019. Kaggle dataset on "House Prices: Advanced Regression Techniques".