From 393709cd525194b8593c1237af541753144aeeb9 Mon Sep 17 00:00:00 2001 From: Matthew Gwynfryn Thomas Date: Wed, 10 Jul 2024 19:20:59 +0100 Subject: [PATCH] Add LSOA-level religion --- DESCRIPTION | 2 +- R/data.R | 17 +++++++++++++++++ R/sysdata.rda | Bin 2236 -> 2244 bytes data-raw/query_urls.R | 5 ++++- data-raw/religion21.R | 37 +++++++++++++++++++++++++++++++++++++ data/religion21_lsoa21.rda | Bin 0 -> 2055692 bytes man/religion21_lsoa21.Rd | 28 ++++++++++++++++++++++++++++ 7 files changed, 87 insertions(+), 2 deletions(-) create mode 100644 data-raw/religion21.R create mode 100644 data/religion21_lsoa21.rda create mode 100644 man/religion21_lsoa21.Rd diff --git a/DESCRIPTION b/DESCRIPTION index 7ca8775..d70d92c 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -12,7 +12,7 @@ License: MIT + file LICENSE Encoding: UTF-8 LazyData: true Roxygen: list(markdown = TRUE) -RoxygenNote: 7.2.3 +RoxygenNote: 7.3.1 Depends: R (>= 2.10) Imports: diff --git a/R/data.R b/R/data.R index d4d83e3..152f6fc 100644 --- a/R/data.R +++ b/R/data.R @@ -433,3 +433,20 @@ NULL #' } #' @source \url{https://www.nomisweb.co.uk/sources/census_2021_bulk} "migration21_msoa21" + +#' Religion data for England and Wales from the 2021 Census (MSOA) +#' +#' A data sets containing Census 2021 religion numbers and percentages for +#' each Lower Layer Super Output Area in England and Wales. +#' +#' @format A data frame of class "tbl" with 5 variables: +#' \describe{ +#' \item{lsoa21_code}{LSOA code} +#' \item{total_residents}{Total number of residents in the LSOA} +#' \item{religion}{Religion} +#' \item{n}{Number of people in the religion} +#' \item{prop}{Percentage of people in the religion} +#' ... +#' } +#' @source \url{https://ons.gov.uk/} +"religion21_lsoa21" diff --git a/R/sysdata.rda b/R/sysdata.rda index 28c49dd81e01169d13f6283838548d432caf0cb6..b01dc8325fc332278af79cc35ea1d7f9f5a2be26 100644 GIT binary patch literal 2244 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--- a/data-raw/query_urls.R +++ b/data-raw/query_urls.R @@ -61,7 +61,10 @@ query_urls <- "population", "population20_oa11_l", "16.09.21", "OGLv3", "https://www.ons.gov.uk/file?uri=/peoplepopulationandcommunity/populationandmigration/populationestimates/datasets/censusoutputareaestimatesinthelondonregionofengland/mid2020sape23dt10a/sape23dt10amid2020coaunformattedsyoaestimateslondon.xlsx", "https://www.ons.gov.uk/peoplepopulationandcommunity/populationandmigration/populationestimates/bulletins/annualsmallareapopulationestimates/mid2020/relateddata?page=1", # Proficiency in English - "proficiency", "proficiency21_msoa21", "29.11.22", "OGLv3", "https://www.nomisweb.co.uk/output/census/2021/census2021-ts029.zip", "https://www.nomisweb.co.uk/sources/census_2021_bulk" + "proficiency", "proficiency21_msoa21", "29.11.22", "OGLv3", "https://www.nomisweb.co.uk/output/census/2021/census2021-ts029.zip", "https://www.nomisweb.co.uk/sources/census_2021_bulk", + + # Religion + "religion", "religion", "", "OGLv3", "https://www.nomisweb.co.uk/output/census/2021/census2021-ts030.zip", "https://www.nomisweb.co.uk/sources/census_2021_bulk" ) usethis::use_data(query_urls, internal = TRUE, overwrite = TRUE) diff --git a/data-raw/religion21.R b/data-raw/religion21.R new file mode 100644 index 0000000..5e49fda --- /dev/null +++ b/data-raw/religion21.R @@ -0,0 +1,37 @@ +# ---- Load libs ---- +library(tidyverse) +library(geographr) +library(devtools) +library(httr2) + +# ---- Load internal sysdata.rda file with URLs ---- +load_all(".") + +# ---- Download data ---- +query_url <- + query_urls |> + filter(id == "religion") |> + pull(query) + +download <- tempfile(fileext = ".zip") + +request(query_url) |> + req_perform(download) + +unzip(download, exdir = tempdir()) + +list.files(tempdir()) + +raw_lsoa21 <- read_csv(file.path(tempdir(), "census2021-ts030-lsoa.csv")) + +names(raw_lsoa21) <- str_remove(names(raw_lsoa21), "Religion: ") + +# ---- Detailed ethnic categories ---- +religion21_lsoa21 <- + raw_lsoa21 |> + select(lsoa21_code = `geography code`, total_residents = `Total: All usual residents`, !contains(":"), -date, -geography) |> + pivot_longer(cols = -c(lsoa21_code, total_residents), names_to = "religion", values_to = "n") |> + mutate(prop = n / total_residents) + +# ---- Save output to data/ folder ---- +usethis::use_data(religion21_lsoa21, overwrite = TRUE) diff --git a/data/religion21_lsoa21.rda b/data/religion21_lsoa21.rda new file mode 100644 index 0000000000000000000000000000000000000000..b9e32883fb41951dbf19ba7c0f97f76070b5759a GIT binary patch literal 2055692 zcmdSC3yfUXc_!FmNQb013sR4@-K%C%Zc`K)#4oe~t4Cy0T#IG5mnQXKj2Mue3^mwF zfZ532GRA7F*)q4CShmO#X=)v4AyZUIBt=gqVBo<7!rD$0jYt`TiOP@z?o0-;o%W`z zFtN?F7_-Ih-tYS#=bm#P)kR7>n7wRP)xG!JbNoW<(6-gL(9?=+a6l~ z<=dC7T(fQe@-^%CulkUlU5`U2Z&-5^PK@)+NjZG|HQNRTmOYfzjh)p4PYztO4JWU+ zs!?o({mj0e#Ff07b;KL?{kr&Y_WPFXXY%VU@7O&uFz_qCH1X)44=?-eFTDTlkH7c5 zXaDr^-~69{@8(DTyZ68M=0CXZria@D&uo77-~DvYhhDpL*QU7>U%uwafoJxNe|`Sd 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