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The ukpolice
package downloads data from the UK Police
public data API, the full docs of which are available at https://data.police.uk/docs/. Data is available on
police forces, crimes, policing areas and stop-and-search.
ukpolice
is on CRAN, which you can download using:
install.packages("ukpolice")
You can install the development version of ukpolice
from
github with:
# install.packages("devtools")
::install_github("evanodell/ukpolice") devtools
Data is available on police forces, crimes, policing areas and
stop-and-search. All functions begin with ukc_
.
The example below queries stop and searches by the Thames Valley Police in December 2018, and plots them by police-reported ethnic group.
library(ukpolice)
library(ggplot2)
library(dplyr)
<- ukc_stop_search_force("thames-valley", date = "2018-12")
tv_ss
<- tv_ss %>%
tv_ss2 filter(!is.na(officer_defined_ethnicity) & outcome != "" ) %>%
group_by(officer_defined_ethnicity, outcome) %>%
summarise(n = n()) %>%
mutate(perc = n/sum(n))
<- ggplot(tv_ss2, aes(x = outcome, y = perc,
p1 group = outcome, fill = outcome)) +
geom_col(position = "dodge") +
scale_y_continuous(labels = scales::percent,
breaks = seq(0.25, 0.8, by = 0.25)) +
scale_x_discrete(labels = scales::wrap_format(15)) +
theme(legend.position = "none", axis.text.x = element_text(size = 7)) +
labs(x = "Outcome",
y = "Percentage of stop and searches resulting in outcome",
title = "Stop and Search Outcomes by Police-Reported Ethnicity",
subtitle = "Thames Valley Police Department, December 2018",
caption = "(c) Evan Odell | 2019 | CC-BY-SA") +
facet_wrap(~officer_defined_ethnicity)
p1
For more details, see the package vignette vignette and function documentation.
Please note that the ‘ukpolice’ project is released with a Contributor Code of Conduct. By contributing to this project, you agree to abide by its terms.
The UK Police API is operated by the UK Government’s Home Office. The
ukpolice
package is not affiliated with the Home Office.
All data accessed through ukpolice
is licenced with Open
Government Licence v3.0.
Get citation information for ukpolice
in R with
citation(package = 'ukpolice')
, or use the citation
information below:
Odell E, Tierney N (2019). ukpolice: Download Data on UK Police and Crime. doi: 10.5281/zenodo.2619537, R package version 0.1.4.9000, URL: https://github.com/evanodell/ukpolice.
A BibTeX entry for LaTeX users is:
@Manual{,
title = {{ukpolice}: Download Data on UK Police and Crime},
author = {Evan Odell and Nicholas Tierney},
year = {2019},
note = {R package version 0.1.4.9000},
doi = {10.5281/zenodo.2619537},
url = {https://github.com/evanodell/ukpolice},
}
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.