nz {spData} | R Documentation

## Regions in New Zealand

### Description

Polygons representing the 16 regions of New Zealand (2018). See https://en.wikipedia.org/wiki/Regions_of_New_Zealand for a description of these regions and www.stats.govt.nz for information on the data source

### Usage

    nz

### Format

FORMAT:

- Name Name

- Island Island

- Land_area Land area

- Population Population

- Median_income Median income (NZD)

- Sex_ratio Sex ratio (male/female)

- geom sfc_MULTIPOLYGON

### Source

www.stats.govt.nz

https://en.wikipedia.org/wiki/Regions_of_New_Zealand

### See Also

See the nzcensus package: https://github.com/ellisp/nzelect

### Examples

    if (requireNamespace("sf", quietly = TRUE)) {
      library(sf)
      summary(nz)
      plot(nz)
    }
    ## Not run:
    # Find "Regional Council 2018 Clipped (generalised)"
    # select the GeoPackage option in the "Vectors/tables" dropdown
    # at https://datafinder.stats.govt.nz/data/ (requires registration)
    # Save the result as:
    unzip("statsnzregional-council-2018-clipped-generalised-GPKG.zip")
    library(sf)
    library(tidyverse)
    nz_full = st_read("regional-council-2018-clipped-generalised.gpkg")
    print(object.size(nz_full), units = "Kb") # 14407.2 Kb
    nz = rmapshaper::ms_simplify(nz_full, keep = 0.001, sys = TRUE)
    print(object.size(nz), units = "Kb") # 39.9 Kb
    names(nz)
    nz$REGC2018_V1_00_NAME
    nz = filter(nz, REGC2018_V1_00_NAME != "Area Outside Region") %>%
            select(Name = REGC2018_V1_00_NAME, `Land_area` = LAND_AREA_SQ_KM)
    # regions basic info
    # devtools::install_github("hadley/rvest")
    library(rvest)
    doc = read_html("https://en.wikipedia.org/wiki/Regions_of_New_Zealand") %>%
            html_nodes("div table")
    tab = doc[[3]] %>% html_table()
    tab = tab %>% select(Name = Region, Population = `Population[20]`, Island)
    tab = tab %>% mutate(Population = str_replace_all(Population, ",", "")) %>%
            mutate(Population = as.numeric(Population)) %>%
            mutate(Name = str_remove_all(Name, " \\([1-9]\\)?.+"))
    nz$Name = as.character(nz$Name)
    nz$Name = str_remove(nz$Name, " Region")
    nz$Name %in% tab$Name
    # regions additional info
    library(nzcensus)
    nz_add_data = REGC2013 %>%
            select(Name = REGC2013_N, Median_income = MedianIncome2013,
                   PropFemale2013, PropMale2013) %>%
            mutate(Sex_ratio = PropMale2013 / PropFemale2013) %>%
            mutate(Name = gsub(" Region", "", Name)) %>%
            select(Name, Median_income, Sex_ratio)
    # data join
    nz = left_join(nz, tab, by = "Name") %>%
            left_join(nz_add_data, by = "Name") %>%
            select(Name, Island, Land_area, Population, Median_income, Sex_ratio)

    ## End(Not run)

[Package spData version 0.3.0 Index]