From f79586daf9bae5f40236ff379f57fc6a44d9ad32 Mon Sep 17 00:00:00 2001
From: jennajt <jennajltan@gmail.com>
Date: Wed, 21 Jan 2026 15:50:28 +0000
Subject: [PATCH 1/5] Added manually downloaded csv to gitignore

---
 .gitignore | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.gitignore b/.gitignore
index 3ff6bd2..a875f27 100644
--- a/.gitignore
+++ b/.gitignore
@@ -4,4 +4,5 @@
 .Ruserdata
 archive/
 docs
+data-raw/welsh-index-of-multiple-deprivation-wimd-2025-local-authority-deprivation-profiles-v4.csv
 

From e5b6a63642df22636f15a54ed2503d186d6593ad Mon Sep 17 00:00:00 2001
From: jennajt <jennajltan@gmail.com>
Date: Wed, 21 Jan 2026 15:54:04 +0000
Subject: [PATCH 2/5] WIMD LTLA data added

---
 R/data.R                        |  21 +++++++++++++++++++++
 data-raw/imd2025_wales_ltla24.R |  24 ++++++++++++++++++++++++
 data/imd2025_wales_ltla24.rda   | Bin 0 -> 4964 bytes
 man/imd2025_wales_ltla24.Rd     |  31 +++++++++++++++++++++++++++++++
 4 files changed, 76 insertions(+)
 create mode 100644 data-raw/imd2025_wales_ltla24.R
 create mode 100644 data/imd2025_wales_ltla24.rda
 create mode 100644 man/imd2025_wales_ltla24.Rd

diff --git a/R/data.R b/R/data.R
index 9d73373..9743dc5 100644
--- a/R/data.R
+++ b/R/data.R
@@ -484,6 +484,27 @@ NULL
 #' @source \url{https://www.gov.wales/welsh-index-multiple-deprivation-2025}
 "imd2025_wales_lsoa21"
 
+#' Index of Multiple Deprivation for LTLAs (2024) in Wales
+#'
+#' A data set containing deprivation groups for Lower Tier Local Authorities (LTLAs) in Wales.
+#' The WIMD is calculated at LSOA level. To compare larger geographies, consider the proportion of small
+#' area in a larger geography which are in the most deprived (say) 10 percent of areas in Wales.This table
+#' provides numbers and percentages of LSOAs within a given local authority which are in these categories of deprivation:
+#' 10percent, 20percent, 30percent, 50percent most deprived overall and for each of the 8 domains.
+#'
+#'
+#' @format A data frame of class "tbl"
+#' \describe{
+#'   \item{ltla24_code}{LTLA code}
+#'   \item{domain}{Domain}
+#'   \item{deprivation_group}{Deprivation group}
+#'   \item{data_description}{Data unit - number or percentage}
+#'   \item{data_values}{Value}
+#'   ...
+#' }
+#' @source \url{https://stats.gov.wales/en-GB/f30cc8bc-8e97-449e-96a4-77b0400262d1#about}
+"imd2025_wales_ltla24"
+
 #' Index of Multiple Deprivation for LSOAs (2011) in England
 #'
 #' A data set containing IMD scores and deciles for Lower Layer Super
diff --git a/data-raw/imd2025_wales_ltla24.R b/data-raw/imd2025_wales_ltla24.R
new file mode 100644
index 0000000..206f10f
--- /dev/null
+++ b/data-raw/imd2025_wales_ltla24.R
@@ -0,0 +1,24 @@
+library(tidyverse)
+
+# Load package
+devtools::load_all(".")
+
+# Read file
+# No stable link for file, dataset not in StatsWales API
+# URL: https://stats.gov.wales/en-GB/f30cc8bc-8e97-449e-96a4-77b0400262d1#downloads
+# Manually download the file
+# Filename: Welsh Index of Multiple Deprivation 2025 local authority deprivation profiles
+
+raw <- read_csv("data-raw/welsh-index-of-multiple-deprivation-wimd-2025-local-authority-deprivation-profiles-v4.csv")
+
+imd2025_wales_ltla24 <- raw |>
+  select(
+    ltla24_code = `Area code`,
+    domain = Domain,
+    deprivation_group = `Deprivation group`,
+    data_description = `Data description`,
+    data_values = `Data values`
+  )
+
+# Save output to data/ folder
+usethis::use_data(imd2025_wales_ltla24, overwrite = TRUE)
diff --git a/data/imd2025_wales_ltla24.rda b/data/imd2025_wales_ltla24.rda
new file mode 100644
index 0000000000000000000000000000000000000000..20036689f7f5c4cee2fd9d89174ed4e55ccd2de6
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diff --git a/man/imd2025_wales_ltla24.Rd b/man/imd2025_wales_ltla24.Rd
new file mode 100644
index 0000000..da92631
--- /dev/null
+++ b/man/imd2025_wales_ltla24.Rd
@@ -0,0 +1,31 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/data.R
+\docType{data}
+\name{imd2025_wales_ltla24}
+\alias{imd2025_wales_ltla24}
+\title{Index of Multiple Deprivation for LTLAs (2024) in Wales}
+\format{
+A data frame of class "tbl"
+\describe{
+  \item{ltla24_code}{LTLA code}
+  \item{domain}{Domain}
+  \item{deprivation_group}{Deprivation group}
+  \item{data_description}{Data unit - number or percentage}
+  \item{data_values}{Value}
+  ...
+}
+}
+\source{
+\url{https://stats.gov.wales/en-GB/f30cc8bc-8e97-449e-96a4-77b0400262d1#about}
+}
+\usage{
+imd2025_wales_ltla24
+}
+\description{
+A data set containing deprivation groups for Lower Tier Local Authorities (LTLAs) in Wales.
+The WIMD is calculated at LSOA level. To compare larger geographies, consider the proportion of small
+area in a larger geography which are in the most deprived (say) 10 percent of areas in Wales.This table
+provides numbers and percentages of LSOAs within a given local authority which are in these categories of deprivation:
+10percent, 20percent, 30percent, 50percent most deprived overall and for each of the 8 domains.
+}
+\keyword{datasets}

From bc8ee425e3c97d01471def6efae72e7ce28e7e4f Mon Sep 17 00:00:00 2001
From: jennajt <jennajltan@gmail.com>
Date: Wed, 21 Jan 2026 15:59:12 +0000
Subject: [PATCH 3/5] Added MSOA csv to gitignore

---
 .gitignore | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.gitignore b/.gitignore
index a875f27..5cb275e 100644
--- a/.gitignore
+++ b/.gitignore
@@ -5,4 +5,4 @@
 archive/
 docs
 data-raw/welsh-index-of-multiple-deprivation-wimd-2025-local-authority-deprivation-profiles-v4.csv
-
+data-raw/welsh-index-of-multiple-deprivation-wimd-2025-middle-layer-super-output-area-msoa-deprivation-profiles-v4.csv

From caa8eaa97f1a227781db8343ff14909d10bade69 Mon Sep 17 00:00:00 2001
From: jennajt <jennajltan@gmail.com>
Date: Wed, 21 Jan 2026 16:12:08 +0000
Subject: [PATCH 4/5] WIMD MSOA data added

---
 R/data.R                        |  26 ++++++++++++++++++++++++--
 data-raw/imd2025_wales_msoa21.R |  24 ++++++++++++++++++++++++
 data/imd2025_wales_msoa21.rda   | Bin 0 -> 13216 bytes
 man/imd2025_wales_lsoa21.Rd     |   2 +-
 man/imd2025_wales_ltla24.Rd     |   2 +-
 man/imd2025_wales_msoa21.Rd     |  31 +++++++++++++++++++++++++++++++
 6 files changed, 81 insertions(+), 4 deletions(-)
 create mode 100644 data-raw/imd2025_wales_msoa21.R
 create mode 100644 data/imd2025_wales_msoa21.rda
 create mode 100644 man/imd2025_wales_msoa21.Rd

diff --git a/R/data.R b/R/data.R
index 9743dc5..bed4464 100644
--- a/R/data.R
+++ b/R/data.R
@@ -472,7 +472,7 @@ NULL
 #'   \item{Housing_score}{Housing domain score}
 #'   \item{Crime_score}{Community safety domain score}
 #'   \item{Environment_score}{Physical environment domain score}
-#'   \item{Category_of_deeprooted_deprivation}{
+#'   \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.
@@ -484,7 +484,7 @@ NULL
 #' @source \url{https://www.gov.wales/welsh-index-multiple-deprivation-2025}
 "imd2025_wales_lsoa21"
 
-#' Index of Multiple Deprivation for LTLAs (2024) in Wales
+#' Index of Multiple Deprivation for LTLAs (2025) in Wales
 #'
 #' A data set containing deprivation groups for Lower Tier Local Authorities (LTLAs) in Wales.
 #' The WIMD is calculated at LSOA level. To compare larger geographies, consider the proportion of small
@@ -505,6 +505,28 @@ NULL
 #' @source \url{https://stats.gov.wales/en-GB/f30cc8bc-8e97-449e-96a4-77b0400262d1#about}
 "imd2025_wales_ltla24"
 
+
+#' Index of Multiple Deprivation for MSOAs (2025) in Wales
+#'
+#' A data set containing deprivation groups for Middle Super Output Areas (MSOA) in Wales.
+#' The WIMD is calculated at LSOA level. To compare larger geographies, consider the proportion of small
+#' area in a larger geography which are in the most deprived (say) 10 percent of areas in Wales.This table
+#' provides numbers and percentages of LSOAs within a given local authority which are in these categories of deprivation:
+#' 10percent, 20percent, 30percent, 50percent most deprived overall and for each of the 8 domains.
+#'
+#'
+#' @format A data frame of class "tbl"
+#' \describe{
+#'   \item{msoa21_code}{MSOA code}
+#'   \item{domain}{Domain}
+#'   \item{deprivation_group}{Deprivation group}
+#'   \item{data_description}{Data unit - number or percentage}
+#'   \item{data_values}{Value}
+#'   ...
+#' }
+#' @source \url{https://stats.gov.wales/en-GB/f30cc8bc-8e97-449e-96a4-77b0400262d1#about}
+"imd2025_wales_msoa21"
+
 #' Index of Multiple Deprivation for LSOAs (2011) in England
 #'
 #' A data set containing IMD scores and deciles for Lower Layer Super
diff --git a/data-raw/imd2025_wales_msoa21.R b/data-raw/imd2025_wales_msoa21.R
new file mode 100644
index 0000000..27f6b9e
--- /dev/null
+++ b/data-raw/imd2025_wales_msoa21.R
@@ -0,0 +1,24 @@
+library(tidyverse)
+
+# Load package
+devtools::load_all(".")
+
+# Read file
+# No stable link for file, dataset not in StatsWales API
+# URL: https://stats.gov.wales/en-GB/d22b81a1-6c99-4527-986b-2a529567cfba
+# Manually download the file
+# Filename: Welsh Index of Multiple Deprivation 2025 lmiddle layer super output area deprivation profiles
+
+raw <- read_csv("data-raw/welsh-index-of-multiple-deprivation-wimd-2025-middle-layer-super-output-area-msoa-deprivation-profiles-v4.csv")
+
+imd2025_wales_msoa21 <- raw |>
+  select(
+    msoa21_code = `Area code`,
+    domain = Domain,
+    deprivation_group = `Deprivation group`,
+    data_description = `Data description`,
+    data_values = `Data values`
+  )
+
+# Save output to data/ folder
+usethis::use_data(imd2025_wales_msoa21, overwrite = TRUE)
diff --git a/data/imd2025_wales_msoa21.rda b/data/imd2025_wales_msoa21.rda
new file mode 100644
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diff --git a/man/imd2025_wales_lsoa21.Rd b/man/imd2025_wales_lsoa21.Rd
index 7699de0..3807c6e 100644
--- a/man/imd2025_wales_lsoa21.Rd
+++ b/man/imd2025_wales_lsoa21.Rd
@@ -37,7 +37,7 @@ A data frame of class "tbl":
   \item{Housing_score}{Housing domain score}
   \item{Crime_score}{Community safety domain score}
   \item{Environment_score}{Physical environment domain score}
-  \item{Category_of_deeprooted_deprivation}{
+  \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.
diff --git a/man/imd2025_wales_ltla24.Rd b/man/imd2025_wales_ltla24.Rd
index da92631..0bb7111 100644
--- a/man/imd2025_wales_ltla24.Rd
+++ b/man/imd2025_wales_ltla24.Rd
@@ -3,7 +3,7 @@
 \docType{data}
 \name{imd2025_wales_ltla24}
 \alias{imd2025_wales_ltla24}
-\title{Index of Multiple Deprivation for LTLAs (2024) in Wales}
+\title{Index of Multiple Deprivation for LTLAs (2025) in Wales}
 \format{
 A data frame of class "tbl"
 \describe{
diff --git a/man/imd2025_wales_msoa21.Rd b/man/imd2025_wales_msoa21.Rd
new file mode 100644
index 0000000..ab2be0e
--- /dev/null
+++ b/man/imd2025_wales_msoa21.Rd
@@ -0,0 +1,31 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/data.R
+\docType{data}
+\name{imd2025_wales_msoa21}
+\alias{imd2025_wales_msoa21}
+\title{Index of Multiple Deprivation for MSOAs (2025) in Wales}
+\format{
+A data frame of class "tbl"
+\describe{
+  \item{msoa21_code}{MSOA code}
+  \item{domain}{Domain}
+  \item{deprivation_group}{Deprivation group}
+  \item{data_description}{Data unit - number or percentage}
+  \item{data_values}{Value}
+  ...
+}
+}
+\source{
+\url{https://stats.gov.wales/en-GB/f30cc8bc-8e97-449e-96a4-77b0400262d1#about}
+}
+\usage{
+imd2025_wales_msoa21
+}
+\description{
+A data set containing deprivation groups for Middle Super Output Areas (MSOA) in Wales.
+The WIMD is calculated at LSOA level. To compare larger geographies, consider the proportion of small
+area in a larger geography which are in the most deprived (say) 10 percent of areas in Wales.This table
+provides numbers and percentages of LSOAs within a given local authority which are in these categories of deprivation:
+10percent, 20percent, 30percent, 50percent most deprived overall and for each of the 8 domains.
+}
+\keyword{datasets}

From be958dbb885ca30d427b7cbe40c14c2c30d59831 Mon Sep 17 00:00:00 2001
From: jennajt <jennajltan@gmail.com>
Date: Thu, 22 Jan 2026 15:29:22 +0000
Subject: [PATCH 5/5] Updated script to get data from API

---
 R/sysdata.rda                   | Bin 4504 -> 4668 bytes
 data-raw/imd2025_wales_ltla24.R |  20 ++++++++++++++------
 data-raw/imd2025_wales_msoa21.R |  20 ++++++++++++++------
 data-raw/query_urls.R           |   2 ++
 4 files changed, 30 insertions(+), 12 deletions(-)

diff --git a/R/sysdata.rda b/R/sysdata.rda
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diff --git a/data-raw/imd2025_wales_ltla24.R b/data-raw/imd2025_wales_ltla24.R
index 206f10f..99cdd20 100644
--- a/data-raw/imd2025_wales_ltla24.R
+++ b/data-raw/imd2025_wales_ltla24.R
@@ -1,15 +1,23 @@
 library(tidyverse)
+library(httr2)
 
 # Load package
 devtools::load_all(".")
 
-# Read file
-# No stable link for file, dataset not in StatsWales API
-# URL: https://stats.gov.wales/en-GB/f30cc8bc-8e97-449e-96a4-77b0400262d1#downloads
-# Manually download the file
-# Filename: Welsh Index of Multiple Deprivation 2025 local authority deprivation profiles
+# Query URL constructed using https://api.stats.gov.wales/v1/docs/#/
+# Dataset ID taken from URL link  https://stats.gov.wales/en-GB/f30cc8bc-8e97-449e-96a4-77b0400262d1
 
-raw <- read_csv("data-raw/welsh-index-of-multiple-deprivation-wimd-2025-local-authority-deprivation-profiles-v4.csv")
+query_url <-
+  query_urls |>
+  filter(data_set == "imd2025_ltla24_wales") |>
+  pull(query_url)
+
+response <- request(query_url) |>
+  req_perform()
+
+csv_text <- resp_body_string(response)
+
+raw <- read_csv(csv_text)
 
 imd2025_wales_ltla24 <- raw |>
   select(
diff --git a/data-raw/imd2025_wales_msoa21.R b/data-raw/imd2025_wales_msoa21.R
index 27f6b9e..5b3f4c1 100644
--- a/data-raw/imd2025_wales_msoa21.R
+++ b/data-raw/imd2025_wales_msoa21.R
@@ -1,15 +1,23 @@
+library(httr2)
 library(tidyverse)
 
 # Load package
 devtools::load_all(".")
 
-# Read file
-# No stable link for file, dataset not in StatsWales API
-# URL: https://stats.gov.wales/en-GB/d22b81a1-6c99-4527-986b-2a529567cfba
-# Manually download the file
-# Filename: Welsh Index of Multiple Deprivation 2025 lmiddle layer super output area deprivation profiles
+# Query URL constructed using https://api.stats.gov.wales/v1/docs/#/
+# Dataset ID taken from URL link  https://stats.gov.wales/en-GB/d22b81a1-6c99-4527-986b-2a529567cfba
 
-raw <- read_csv("data-raw/welsh-index-of-multiple-deprivation-wimd-2025-middle-layer-super-output-area-msoa-deprivation-profiles-v4.csv")
+query_url <-
+  query_urls |>
+  filter(data_set == "imd2025_msoa21_wales") |>
+  pull(query_url)
+
+response <- request(query_url) |>
+  req_perform()
+
+csv_text <- resp_body_string(response)
+
+raw <- read_csv(csv_text)
 
 imd2025_wales_msoa21 <- raw |>
   select(
diff --git a/data-raw/query_urls.R b/data-raw/query_urls.R
index 15860d8..bdc9e6c 100644
--- a/data-raw/query_urls.R
+++ b/data-raw/query_urls.R
@@ -21,6 +21,8 @@ query_urls <-
     "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/2025-12/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"                                                                                                                   ,
+    "imd2025_msoa21_wales"                        , "imd"        , "MSOA-level deprivation in Wales, categories"                                                                                   , "https://api.stats.gov.wales/v1/d22b81a1-6c99-4527-986b-2a529567cfba/download/csv"                                                                                                                                                                                                                                                                                   , "https://stats.gov.wales/en-GB/d22b81a1-6c99-4527-986b-2a529567cfba"                                                                                                            ,
+    "imd2025_ltla24_wales"                        , "imd"        , "LTLA-level deprivation in Wales, categories"                                                                                   , "https://api.stats.gov.wales/v1/f30cc8bc-8e97-449e-96a4-77b0400262d1/download/csv"                                                                                                                                                                                                                                                                                   , "https://stats.gov.wales/en-GB/d22b81a1-6c99-4527-986b-2a529567cfba"                                                                                                            ,
 
     "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"                                                                                               ,