knitr::opts_chunk$set( echo = TRUE, fig.path = "man/figures/" )
The SmarterScotland package provides a convenient interface for sourcing and interrogating data available through the statistics.gov.scot.
# Data library(SmarterScotland) # Visuals and data manipulation suppressPackageStartupMessages(library(tidyverse)) # Data sourcing dta_Glasgow_Crime <- get_geography_data(data_set = "recorded-crime", geography = "Glasgow City", measure = "count", pre_process_results = TRUE) # Summary chart dta_Glasgow_Crime %>% filter(crime_or_offence == "all-crimes") %>% select(count, reference_period) %>% arrange(desc(reference_period)) %>% ggplot(aes(x = reference_period, y = count, group = 1)) + geom_line() + labs(x = "Reference Period", y = "Count", title = "Total Crime in Glasgow City") + scale_y_continuous(labels = function(x) format(x, big.mark = ",", scientific = FALSE)) + theme_light() + theme(axis.text.x = element_text(angle = 45, hjust = 1))
if (isFALSE("remotes" %in% rownames(installed.packages()))) { install.packages("remotes") } remotes::install_github(repo = "konradzdeb/SmarterScotland", build_vignettes = TRUE, dependencies = TRUE)
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