Wuhan Second-hand House Price and POI Data (DataFrame)

A data set of second-hand house price in Wuhan, China collected in 2018.

Usage

data(multisampling)

Format

A list of two items called "data" and "coords". Item "data" is a data frame with 13862 second-hand properties at 779 neighbourhoods and the following 22 variables.

Price: House price per square metre.
Floor.High: 1 if a property is on a high floor, otherwise 0.
Floor.Low: 1 if a property is on a low floor, otherwise 0.
Decoration.Fine: 1 if a property is well decorated, otherwise 0.
PlateTower: 1 if a property is of the plate-tower type, otherwise 0.
Steel: 1 if a property is of 'steel' structure, otherwise 0.
BuildingArea: Building area in square metres.
Fee: Management fee per square meter per month.
d.Commercial: Distance to the nearest commercial area.
d.Greenland: Distance to the nearest green land.
d.Water: Distance to the nearest river or lake.
d.University: Distance to the nearest university.
d.HighSchool: Distance to the nearest high school.
d.MiddleSchool: Distance to the nearest middle school.
d.PrimarySchool: Distance to the nearest primary school.
d.Kindergarten: Distance to the nearest kindergarten.
d.SubwayStation: Distance to the nearest subway station.
d.Supermarket: Distance to the nearest supermarket.
d.ShoppingMall: Distance to the nearest shopping mall.
lon: Longitude coordinates (Projected CRS: EPSG 3857).
lat: Latitude coordinates (Projected CRS: EPSE 3857).
group: Group id of each sample.

The following variables are group level:

- Fee - d.Commercial - d.Greenland - d.Water - d.University - d.HighSchool - d.MiddleSchool - d.PrimarySchool - d.Kindergarten - d.SubwayStation - d.Supermarket - d.ShoppingMall

The following variables are sample level:

- Price - Floor.High - Floor.Low - Decoration.Fine - PlateTower - Steel - BuildingArea

Item "coords" is a 779-by-2 matrix of coordinates of all neighbourhoods.

Author

Yigong Hu yigong.hu@bristol.ac.uk

Examples

if (FALSE) { # \dontrun{
data(wuhan.hp)
hgwr(
  formula = Price ~ L(d.Water + d.Commercial + d.PrimarySchool +
            d.Kindergarten + Fee) + BuildingArea + (Floor.High | group),
  data = wuhan.hp$data,
  coords = wuhan.hp$coords, bw = 50, kernel = "bisquared")
} # }