property_prices: Sydney Property Prices in 2011
In Nanoputian628/nano: Data Visualisation and Model Selection

property_prices

R Documentation

Sydney Property Prices in 2011

Description

Ruppert and Wand (2018) give a data set called SydneyRealEstate. This dataset has data on several variables concerning houses sold in Sydney, Australia, during 2001. The original dataset has 37676 rows with 39 columns. This was subset so the property_prices dataset has only 500 rows with 13 columns and was converted to data.table format.

Usage

data(property_prices)

Format

this dataset has 500 rows and the following 13 columns:

sale_price: sale price in Australian dollars.
lot_size: lot size in square meters but with some imputation.
sale_qtr: pfinancial quarter in which sale took place.
crime_rate: crime rate measure for the suburb in which the house is located.
income: average weekly income of the suburb in which the house is located.
dist_to_coastline: distance from house to the nearest coastline location (kilometers).
dist_to_rail_station: distance from house to the nearest railway station (kilometers).
dist_to_highway: distance from house to the nearest highway (kilometers).
air_noise: aircraft noise exposure measure.
foreigner_ratio: proportion of foreigners in the suburb in which the house is located.
PM10: particulate matter with a diameter of under 10 micrometers leve recorded at the air pollution monitoring station nearest to the house.
dist_to_hospital: distance from house to the nearest hospital (kilometers).
dist_to_school: distance from house to the nearest school (kilometers).