The goal of databradford is to provide a quick way to explore open datasets for Bradford city.

Roadmap

Datasets Starting Ending Geocoded Raw_data_contained Released
Secondary school profile 2014 2020 Yes 100% Yes
Secondary school census 2014 2020 Yes 100% Yes
Secondary school admission 2014 2020 Yes 100% Yes
COVID-19 Vaccination 2021 2021 Yes 90% Yes
Broadband speed 2018 2020 Yes 100% Yes
Property price paid 1995 2021 Yes 100% Yes
Crime incidents* 2011 2020 Yes 6.9% Yes
Local business* 2010 2020 Yes 20% No
Air quality 2015 2020 No 100% No
LSOA map 2011 2020 Yes 100% Yes
MSOA map 2011 2020 Yes 100% Yes
OA map 2011 2020 Yes 100% Yes
Postcode map 2011 2020 Yes 100% Yes
Index of Multiple Deprivation 2015 2019 Yes 100% Yes

* Due to the size of the raw data, the package can only contain a subset of the data in this category. If you wish to use the full scale of the raw data, please contact the package developer for further data request.

Use the package

You can install the development version of databradford in R from GitHub with:

# install.packages("devtools")
devtools::install_github("dataning/databradford")

Use open dataset in Bradford

library(databradford)

# Secondary school admission
data("sec_school_admission")

# Secondary school profile
data("sec_school_profile")

# Secondary school census
data("sec_school_census")

# COVID-19 Vaccination
data("vaccination")

# Broadband speed
data("broadband")

# Property
property <- property()

# Crime incident
data("crime")

# Index of Multiple Deprivation
data("imd")

Spatial elements for Bradford mapping

# MSOA multipolygon
msoa_map <- msoa()

# LSOA multipolygon
lsoa_map <- lsoa()

# OA multipolygon
oa_map <- oa()

# postcode multipolygon
postcode_map <- pc()

# postcode point polygon
postcode_map <- pcp()

Citation

To cite ‘databradford’ in publications use:

  Ning Lu (2021). databradford: An Open Data Package of Bradford City. R package version
  0.0.1. https://r.databradford.com

A BibTeX entry for LaTeX users is

  @Manual{,
    title = {databradford: An Open Data Package of Bradford City},
    author = {Ning Lu},
    year = {2021},
    note = {R package version 0.0.1},
    url = {https://r.databradford.com},
  }