Dataset

• format: .csv
• name: house_price.csv

Independent Variables

• id - Unique ID for each home sold
• date - Date of the home sale
• bedrooms - Number of bedrooms
• bathrooms - Number of bathrooms, where .5 accounts for a room with a toilet but no shower
• sqft_living - Square footage of the apartments interior living space
• sqft_lot - Square footage of the land space
• floors - Number of floors
• waterfront - A variable for whether the apartment was overlooking the waterfront or not
• view - An index from 0 to 4 of how good the view of the property was
• condition - An index from 1 to 5 on the condition of the apartment,
• grade - An index from 1 to 13, where 1-3 falls short of building construction and design, 7 has an average level of construction and design, and 11-13 have a high quality level of construction and design.
• sqft_above - The square footage of the interior housing space that is above ground level
• sqft_basement - The square footage of the interior housing space that is below ground level yr_built - The year the house was initially built
• yr_renovated - The year of the house’s last renovation
• zipcode - What zipcode area the house is in
• sqft_living15 - The square footage of interior housing living space for the nearest 15 neighbors
• sqft_lot15 - The square footage of the land lots of the nearest 15 neighbors

Dependent Variables

• price - Price of each home sold