README.md

In dataning/databradford: Open Data for Bradford City

databradford

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},
  }

dataning/databradford documentation built on Dec. 19, 2021, 8:12 p.m.