From 0fea95b7da6dc880fca27c5e98fa041563b1cd08 Mon Sep 17 00:00:00 2001 From: jennajt Date: Thu, 15 Jan 2026 14:10:04 +0000 Subject: [PATCH 1/2] Wales LSOA IMD scores, ranks and deciles added --- R/data.R | 42 ++++++++++++++ R/sysdata.rda | Bin 4378 -> 4462 bytes data-raw/imd2025_wales_lsoa21.R | 95 ++++++++++++++++++++++++++++++++ data-raw/query_urls.R | 3 + data/imd2025_wales_lsoa21.rda | Bin 0 -> 45742 bytes man/imd2025_wales_lsoa21.Rd | 53 ++++++++++++++++++ 6 files changed, 193 insertions(+) create mode 100644 data-raw/imd2025_wales_lsoa21.R create mode 100644 data/imd2025_wales_lsoa21.rda create mode 100644 man/imd2025_wales_lsoa21.Rd diff --git a/R/data.R b/R/data.R index 1235f56..d70a60c 100644 --- a/R/data.R +++ b/R/data.R @@ -435,6 +435,48 @@ NULL #' @source \url{https://www.gov.uk/government/statistics/english-indices-of-deprivation-2025} "imd2025_england_ltla24" +#' Index of Multiple Deprivation for LSOAs (2021) in Wales +#' +#' A data set containing IMD scores, ranks and deciles for Lower Layer Super +#' Output Areas (LSOAs) in Wales +#' +#' @format A data frame of class "tbl": +#' \describe{ +#' \item{lsoa21_code}{LSOA code} +#' \item{IMD_rank}{IMD rank} +#' \item{Income_rank}{Income domain rank} +#' \item{Employment_rank}{Employment domain rank} +#' \item{Education_rank}{Education domain rank} +#' \item{Health_rank}{Health domain rank} +#' \item{Access_rank}{Access to services domain rank} +#' \item{Housing_rank}{Housing domain rank} +#' \item{Crime_rank}{Community safety domain rank} +#' \item{Environment_rank}{Environment domain rank} +#' +#' \item{IMD_decile}{IMD decile} +#' \item{Income_decile}{Income domain decile} +#' \item{Employment_decile}{Employment domain decile} +#' \item{Health_decile}{Health and Disability domain decile} +#' \item{Education_decile}{Education domain decile} +#' \item{Access_decile}{Housing domain score} +#' \item{Housing_decile}{Housing domain decile} +#' \item{Crime_decile}{Community safety domain decile} +#' \item{Environment_decile}{Environment domain decile} +#' +#' \item{IMD_score}{IMD score} +#' \item{Income_score}{Income domain score} +#' \item{Employment_score}{Employment domain score} +#' \item{Health_score}{Health domain score} +#' \item{Education_score}{Education domain score} +#' \item{Access_score}{Housing domain score} +#' \item{Housing_score}{Housing domain score} +#' \item{Crime_score}{Community safety domain score} +#' \item{Environment_score}{Physical environemnt domain score} +#' ... +#' } +#' @source \url{https://www.gov.uk/} +"imd2025_wales_lsoa21" + #' Index of Multiple Deprivation for LSOAs (2011) in England #' #' A data set containing IMD scores and deciles for Lower Layer Super diff --git a/R/sysdata.rda b/R/sysdata.rda index 93723051af0746da6d850c6dffcd9b319d1ef333..a9836fbfe8f93f328b26cb8d1405013c1faa5a40 100644 GIT binary patch literal 4462 zcmV-!5s~gfT4*^jL0KkKSvxHLRsaqt|NZ~-{~P!J|Np=5|N8&`|My0CG4R0)1^@y8 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index 0000000..b7f8d8e --- /dev/null +++ b/data-raw/imd2025_wales_lsoa21.R @@ -0,0 +1,95 @@ +library(tidyverse) +library(devtools) +library(readODS) + +# Load package +load_all(".") + +# Get ranks and deciles +query_url <- + query_urls |> + filter(data_set == "imd2025_lsoa21_wales_ranks") |> + pull(query_url) + +tf <- tempfile(fileext = ".ods") + +request(query_url) |> + req_perform(path = tf) + +imd_wales_lsoa_ranks <- + readODS::read_ods(tf, sheet = "WIMD_2025_ranks", skip = 2) + +names(imd_wales_lsoa_ranks) <- str_trim(names(imd_wales_lsoa_ranks)) + +ranks_deciles <- + imd_wales_lsoa_ranks |> + + select(-ncol(imd_wales_lsoa_ranks)) |> + as_tibble() |> + + select( + lsoa21_code = `LSOA code`, + IMD_rank = `WIMD 2025`, + Income_rank = `Income`, + Employment_rank = Employment, + Health_rank = Health, + Education_rank = Education, + Access_rank = `Access to Services`, + Housing_rank = Housing, + Crime_rank = `Community Safety`, + Environment_rank = `Physical Environment`, + ) |> + + mutate( + IMD_decile = ntile(`IMD_rank`, 10), + Income_decile = ntile(`Income_rank`, 10), + Employment_decile = ntile(`Employment_rank`, 10), + Health_decile = ntile(`Health_rank`, 10), + Education_decile = ntile(`Education_rank`, 10), + Access_decile = ntile(`Access_rank`, 10), + Housing_decile = ntile(`Housing_rank`, 10), + Crime_decile = ntile(`Crime_rank`, 10), + Environment_decile = ntile(`Environment_rank`, 10) + ) + +# Get scores +query_url <- + query_urls |> + filter(data_set == "imd2025_lsoa21_wales_scores") |> + pull(query_url) + +tf <- tempfile(fileext = ".ods") + +request(query_url) |> + req_perform(path = tf) + +imd_wales_lsoa_scores <- + readODS::read_ods(tf, sheet = "WIMD_2025_ranks", skip = 2) + +names(imd_wales_lsoa_scores) <- str_trim(names(imd_wales_lsoa_scores)) + +scores <- + imd_wales_lsoa_scores |> + + select(-ncol(imd_wales_lsoa_scores)) |> + as_tibble() |> + + select( + lsoa21_code = `LSOA code`, + IMD_score = `WIMD 2025`, + Income_score = `Income`, + Employment_score = Employment, + Health_score = Health, + Education_score = Education, + Access_score = `Access to Services`, + Housing_score = Housing, + Crime_score = `Community Safety`, + Environment_score = `Physical Environment`, + ) + +# Combine scores, ranks, deciles +imd2025_wales_lsoa21 <- ranks_deciles |> + left_join(scores) + +# Save output to data/ folder +usethis::use_data(imd2025_wales_lsoa21, overwrite = TRUE) diff --git a/data-raw/query_urls.R b/data-raw/query_urls.R index e099ffb..91a536f 100644 --- a/data-raw/query_urls.R +++ b/data-raw/query_urls.R @@ -18,6 +18,9 @@ query_urls <- "imd_england_subdomains" , "imd" , "Sub-domains of LSOA-level deprivation in England" , "https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/833976/File_4_-_IoD2019_Sub-domains_of_Deprivation.xlsx" , "https://www.gov.uk/government/statistics/english-indices-of-deprivation-2019" , "imd_england_indicators" , "imd" , "File 8: underlying indicators" , "https://assets.publishing.service.gov.uk/media/5d8b3cd740f0b609909b590a/File_8_-_IoD2019_Underlying_Indicators.xlsx" , "https://www.gov.uk/government/statistics/english-indices-of-deprivation-2019" , # Wales + "imd2025_lsoa21_wales_ranks" , "imd" , "LSOA-level deprivation in Wales, ranks" , "https://www.gov.wales/sites/default/files/statistics-and-research/2025-11/wimd-2025-index-and-domain-ranks-by-small-area.ods" , "https://www.gov.wales/welsh-index-multiple-deprivation-2025" , + "imd2025_lsoa21_wales_scores" , "imd" , "LSOA-level deprivation in Wales, scores" , "https://www.gov.wales/sites/default/files/statistics-and-research/2025-11/wimd-2025-index-and-domain-ranks-by-small-area.ods" , "https://www.gov.wales/welsh-index-multiple-deprivation-2025" , + "imd_lsoa_wales" , "imd" , "LSOA-level deprivation in Wales" , "https://www.gov.wales/sites/default/files/statistics-and-research/2022-02/welsh-index-multiple-deprivation-2019-index-and-domain-ranks-by-small-area.ods" , "https://gov.wales/welsh-index-multiple-deprivation-full-index-update-ranks-2019" , "imd_lsoa_wales_scores" , "imd" , "LSOA-level deprivation scores in Wales" , "https://www.gov.wales/sites/default/files/statistics-and-research/2022-02/wimd-2019-index-and-domain-scores-by-small-area.ods" , "https://gov.wales/welsh-index-multiple-deprivation-full-index-update-ranks-2019" , # Scotland diff --git a/data/imd2025_wales_lsoa21.rda b/data/imd2025_wales_lsoa21.rda new file mode 100644 index 0000000000000000000000000000000000000000..3c33766c67ded487e8bf80b5f2cdb6825450b28a GIT binary patch literal 45742 zcmb@tYgAHO-#6UV$~VL{O80Z0DhoJ+*H^AW{;8?$7;{`m3ZUm;P^|9$+w+TS7ncRTU^Tl9+!|G&14 z_qSNO-K{@+yyO4-u$R94ckIrOk2g~O=S_*f89|Sq|81k~h7DQv@BjCe7pA{$_=kSI z`;Y$__`mxbH*7H8uwl!Ff6Q*!V7mD?bMp-w9^cvc``Uj8KmLD2|G%90hiubn?{}vU zUxi=&k1NW7-}bXhypt2Rp7u`P&~3Z>steP*H*vQ`=q;Du-0FYx;~W$o-T&bOS9ti! z+AYe_J>KcEezMOmkwrUQDj(ikJ>wXmUQz2RLGbnC<Rt`@g#zWd9xEZU1GFmVWXGnh7B%s)9qKb 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zjFdCdyASS#z|JMkTB5Qv5b$0}j1(-`Q&#%?MJYUh(57xw@lOkQ^zb|rf}PoePN&^P zrvoCWRZ^qF|E?U~#b7nZ8AY2}dve`aiYU!4ybxq!X#AAaju9YS3MskX-c@{%OSGRA z9tiJa_i{ Date: Thu, 15 Jan 2026 15:54:44 +0000 Subject: [PATCH 2/2] Added deep rooted deprivation to Wales LSOAs --- R/data.R | 15 +++++++++---- R/sysdata.rda | Bin 4462 -> 4504 bytes data-raw/imd2025_wales_lsoa21.R | 36 ++++++++++++++++++++++++++------ data-raw/query_urls.R | 3 ++- data/imd2025_wales_lsoa21.rda | Bin 45742 -> 102694 bytes man/imd2025_wales_lsoa21.Rd | 15 +++++++++---- 6 files changed, 54 insertions(+), 15 deletions(-) diff --git a/R/data.R b/R/data.R index d70a60c..9d73373 100644 --- a/R/data.R +++ b/R/data.R @@ -435,10 +435,10 @@ NULL #' @source \url{https://www.gov.uk/government/statistics/english-indices-of-deprivation-2025} "imd2025_england_ltla24" -#' Index of Multiple Deprivation for LSOAs (2021) in Wales +#' Index of Multiple Deprivation for LSOAs (2021) in Wales. #' #' A data set containing IMD scores, ranks and deciles for Lower Layer Super -#' Output Areas (LSOAs) in Wales +#' Output Areas (LSOAs) in Wales. Lower numbers indicate more deprivation, higher numbers indicate less deprivation. #' #' @format A data frame of class "tbl": #' \describe{ @@ -471,10 +471,17 @@ NULL #' \item{Access_score}{Housing domain score} #' \item{Housing_score}{Housing domain score} #' \item{Crime_score}{Community safety domain score} -#' \item{Environment_score}{Physical environemnt domain score} +#' \item{Environment_score}{Physical environment domain score} +#' \item{Category_of_deeprooted_deprivation}{ +#' Four categories of deep-rooted deprivation: +#' \cr 1. LSOAs in deep rooted deprivation: These LSOAs have remained in the top 50 most deprvied for the last 6 publications of WIMD ranks. +#' \cr 2. LSOAs often ranked in top 50 most deprived: These LSOAs have been in the top 50 most deprived for between 3 and 5 of the last 6 publications of WIMD ranks. +#' \cr 3. LSOAs sometimes ranked in top 50 most deprived: These LSOAs have been in the top 50 most deprived for 1 or 2 of the last 6 publications of WIMD ranks. +#' \cr 4. LSOAs never ranked in top 50 most deprived: The LSOAs have never been in the top 50 most deprived for the last 6 publications of WIMD ranks. +#' } #' ... #' } -#' @source \url{https://www.gov.uk/} +#' @source \url{https://www.gov.wales/welsh-index-multiple-deprivation-2025} "imd2025_wales_lsoa21" #' Index of Multiple Deprivation for LSOAs (2011) in England diff --git a/R/sysdata.rda b/R/sysdata.rda index a9836fbfe8f93f328b26cb8d1405013c1faa5a40..9386158452407ccc98c1b96db97a4c61b52c914c 100644 GIT binary patch literal 4504 zcmV;J5ohi~T4*^jL0KkKS=3CI3;+&ZfBpaS{~P!J|Np=5|N8&`|My0CG4R0;1^@&A z00964;1zyvOXePKfC>*y5*`9pUd+|a+Q+1wwc9`|6JBj=E3m;zB9W3qLZ}dwLTaak z^iN6Xr=m8aN2!w|Kx7&L>I{GbKn85r6_<5vE3r1k)w~GB5xD5rSyIK#-9}g->V#o~Nk7 zc_!2}(9qBTG5`Po0L>uK00000B2p$GY8oe^o|7h;G}F>($)im@N2md&ng9&|dWL|| z14cjq89hK$kp#&xGH6VI8b*ZF^iR~9VE_OK+9sF;Ffckb1x&S;*ox3%N2xf>6b&yos_^=kgl7^n<=QC%wpDOFS zMIURLp|~aRi735Yi+6W7aqO>=Qe+7r^`RNbeT`pJ0;u-d#8Bjo=+wT1S7$S3z3D>* zk^zd2|hIu;pvL$?};kgVX 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zTBiF{mQ<-yt(-Qa$cYO#rXr{RI`!!@7EdZB4ts0ypCRCgoiOeyP-!He1n7^~lgfo} zHoD-k&~fUAei}gZBf_OhshVLp1!hWkEPT9}Mz}`fm8evwyE!12#IVk!BCfrp)d4Y- z1zW1)iYQT-7l^ASe{LjNi89()?R+7Dldr)REnR4nVmNhN>SeYhFA^OPYJ=0XFqH>k z%DU^ss9lwoYwbEyA0%>b(&NNl8N}?S^x+(vjoXR;>Vg0IDPPzw req_perform(path = tf) imd_wales_lsoa_scores <- - readODS::read_ods(tf, sheet = "WIMD_2025_ranks", skip = 2) + readODS::read_ods(tf, sheet = "Data", skip = 3) names(imd_wales_lsoa_scores) <- str_trim(names(imd_wales_lsoa_scores)) scores <- imd_wales_lsoa_scores |> - - select(-ncol(imd_wales_lsoa_scores)) |> as_tibble() |> select( @@ -84,12 +82,38 @@ scores <- Access_score = `Access to Services`, Housing_score = Housing, Crime_score = `Community Safety`, - Environment_score = `Physical Environment`, + Environment_score = `Physical Environment` + ) + +# Get deep rooted deprivation +query_url <- + query_urls |> + filter(data_set == "imd2025_lsoa21_wales_deeprooteddep") |> + pull(query_url) + +tf <- tempfile(fileext = ".ods") + +request(query_url) |> + req_perform(path = tf) + +imd_wales_lsoa_dep <- + readODS::read_ods(tf, sheet = "Data", skip = 4) + +names(imd_wales_lsoa_dep) <- str_trim(names(imd_wales_lsoa_dep)) + +dep <- + imd_wales_lsoa_dep |> + as_tibble() |> + + select( + lsoa21_code = `LSOA Code`, + category_of_deeprooted_deprivation = `Category of deep-rooted deprivation` ) -# Combine scores, ranks, deciles +# Combine scores, ranks, deciles, deep rooted deprivation imd2025_wales_lsoa21 <- ranks_deciles |> - left_join(scores) + left_join(scores) |> + left_join(dep) # Save output to data/ folder usethis::use_data(imd2025_wales_lsoa21, overwrite = TRUE) diff --git a/data-raw/query_urls.R b/data-raw/query_urls.R index 91a536f..15860d8 100644 --- a/data-raw/query_urls.R +++ b/data-raw/query_urls.R @@ -19,7 +19,8 @@ query_urls <- "imd_england_indicators" , "imd" , "File 8: underlying indicators" , "https://assets.publishing.service.gov.uk/media/5d8b3cd740f0b609909b590a/File_8_-_IoD2019_Underlying_Indicators.xlsx" , "https://www.gov.uk/government/statistics/english-indices-of-deprivation-2019" , # Wales "imd2025_lsoa21_wales_ranks" , "imd" , "LSOA-level deprivation in Wales, ranks" , "https://www.gov.wales/sites/default/files/statistics-and-research/2025-11/wimd-2025-index-and-domain-ranks-by-small-area.ods" , "https://www.gov.wales/welsh-index-multiple-deprivation-2025" , - "imd2025_lsoa21_wales_scores" , "imd" , "LSOA-level deprivation in Wales, scores" , "https://www.gov.wales/sites/default/files/statistics-and-research/2025-11/wimd-2025-index-and-domain-ranks-by-small-area.ods" , "https://www.gov.wales/welsh-index-multiple-deprivation-2025" , + "imd2025_lsoa21_wales_scores" , "imd" , "LSOA-level deprivation in Wales, scores" , "https://www.gov.wales/sites/default/files/statistics-and-research/2025-12/wimd-2025-index-and-domain-scores-by-small-area.ods" , "https://www.gov.wales/welsh-index-multiple-deprivation-2025" , + "imd2025_lsoa21_wales_deeprooteddep" , "imd" , "LSOA-level deprivation in Wales, deep rooted deprivation" , "https://www.gov.wales/sites/default/files/statistics-and-research/2025-11/welsh-index-of-multiple-deprivation-wimd-2025-data-underlying-deep-dooted-deprivation-analysis.ods" , "https://www.gov.wales/welsh-index-multiple-deprivation-2025" , "imd_lsoa_wales" , "imd" , "LSOA-level deprivation in Wales" , "https://www.gov.wales/sites/default/files/statistics-and-research/2022-02/welsh-index-multiple-deprivation-2019-index-and-domain-ranks-by-small-area.ods" , "https://gov.wales/welsh-index-multiple-deprivation-full-index-update-ranks-2019" , "imd_lsoa_wales_scores" , "imd" , "LSOA-level deprivation scores in Wales" , "https://www.gov.wales/sites/default/files/statistics-and-research/2022-02/wimd-2019-index-and-domain-scores-by-small-area.ods" , 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