From 8d51d612c16a988ac7aa3c94f2bf53d4a7b6d234 Mon Sep 17 00:00:00 2001 From: Matthew Gwynfryn Thomas Date: Tue, 9 Jul 2024 14:21:17 +0100 Subject: [PATCH] Add Local Authority 2022 version of IMD 2019 for England and Wales --- data-raw/imd2019_england_ltla22.R | 105 ++++++++++ data-raw/imd2019_england_ltla22.csv | 310 ++++++++++++++++++++++++++++ data-raw/imd2019_wales_ltla22.R | 126 +++++++++++ data-raw/imd2019_wales_ltla22.csv | 23 +++ data-raw/imd_wales_lad.R | 4 + data/imd2019_england_ltla22.rda | Bin 0 -> 47946 bytes data/imd2019_wales_ltla22.rda | Bin 0 -> 3239 bytes 7 files changed, 568 insertions(+) create mode 100644 data-raw/imd2019_england_ltla22.R create mode 100644 data-raw/imd2019_england_ltla22.csv create mode 100644 data-raw/imd2019_wales_ltla22.R create mode 100644 data-raw/imd2019_wales_ltla22.csv create mode 100644 data/imd2019_england_ltla22.rda create mode 100644 data/imd2019_wales_ltla22.rda diff --git a/data-raw/imd2019_england_ltla22.R b/data-raw/imd2019_england_ltla22.R new file mode 100644 index 0000000..dcb1992 --- /dev/null +++ b/data-raw/imd2019_england_ltla22.R @@ -0,0 +1,105 @@ +library(tidyverse) +library(geographr) +library(sf) + +# Load package +devtools::load_all(".") + +# ---- Check LTLA codes ---- +# Confirming that LTLA 2021 and LTLA 2022 codes are the same +# dplyr::symdiff( +# geographr::lookup_ltla_ltla$ltla21_code, +# geographr::lookup_ltla22_ltla23$ltla22_code +# ) + +# ---- Load English IMD with scores ---- +query_url <- + query_urls |> + filter(data_set == "imd_lsoa_england") |> + pull(query_url) + +eimd_raw <- + read_csv(query_url) + +# ---- Aggregate IMD into Local Authority Districts (2022 codes) ---- +eimd <- + eimd_raw |> + select( + lsoa11_code = `LSOA code (2011)`, + + IMD_score = `Index of Multiple Deprivation (IMD) Score`, + IMD_rank = `Index of Multiple Deprivation (IMD) Rank (where 1 is most deprived)`, + IMD_decile = `Index of Multiple Deprivation (IMD) Decile (where 1 is most deprived 10% of LSOAs)`, + + Income_score = `Income Score (rate)`, + Income_rank = `Income Rank (where 1 is most deprived)`, + Income_decile = `Income Decile (where 1 is most deprived 10% of LSOAs)`, + + Employment_score = `Employment Score (rate)`, + Employment_rank = `Employment Rank (where 1 is most deprived)`, + Employment_decile = `Employment Decile (where 1 is most deprived 10% of LSOAs)`, + + Education_score = `Education, Skills and Training Score`, + Education_rank = `Education, Skills and Training Rank (where 1 is most deprived)`, + Education_decile = `Education, Skills and Training Decile (where 1 is most deprived 10% of LSOAs)`, + + Health_score = `Health Deprivation and Disability Score`, + Health_rank = `Health Deprivation and Disability Rank (where 1 is most deprived)`, + Health_decile = `Health Deprivation and Disability Decile (where 1 is most deprived 10% of LSOAs)`, + + Crime_score = `Crime Score`, + Crime_rank = `Crime Rank (where 1 is most deprived)`, + Crime_decile = `Crime Decile (where 1 is most deprived 10% of LSOAs)`, + + Housing_and_Access_score = `Barriers to Housing and Services Score`, + Housing_and_Access_rank = `Barriers to Housing and Services Rank (where 1 is most deprived)`, + Housing_and_Access_decile = `Barriers to Housing and Services Decile (where 1 is most deprived 10% of LSOAs)`, + + Environment_score = `Living Environment Score`, + Environment_rank = `Living Environment Rank (where 1 is most deprived)`, + Environment_decile = `Living Environment Decile (where 1 is most deprived 10% of LSOAs)`, + + population = `Total population: mid 2015 (excluding prisoners)` + ) |> + + left_join( + geographr::lookup_lsoa11_ltla21 |> + select(lsoa11_code, ltla22_code = ltla21_code) + ) + +# Aggregate into ltla22s +eimd_ltla22 <- + eimd |> aggregate_scores(IMD_score, IMD_rank, IMD_decile, ltla22_code, population) + +eimd_ltla22_income <- eimd |> aggregate_scores(Income_score, Income_rank, Income_decile, ltla22_code, population) +eimd_ltla22_employ <- eimd |> aggregate_scores(Employment_score, Employment_rank, Employment_decile, ltla22_code, population) +eimd_ltla22_edu <- eimd |> aggregate_scores(Education_score, Education_rank, Education_decile, ltla22_code, population) +eimd_ltla22_health <- eimd |> aggregate_scores(Health_score, Health_rank, Health_decile, ltla22_code, population) +eimd_ltla22_crime <- eimd |> aggregate_scores(Crime_score, Crime_rank, Crime_decile, ltla22_code, population) +eimd_ltla22_barriers <- eimd |> aggregate_scores(Housing_and_Access_score, Housing_and_Access_rank, Housing_and_Access_decile, ltla22_code, population) +eimd_ltla22_env <- eimd |> aggregate_scores(Environment_score, Environment_rank, Environment_decile, ltla22_code, population) + +eimd_ltla22_income <- eimd_ltla22_income |> dplyr::rename(Income_Proportion = Proportion, Income_Extent = Extent, Income_Score = Score) +eimd_ltla22_employ <- eimd_ltla22_employ |> dplyr::rename(Employment_Proportion = Proportion, Employment_Extent = Extent, Employment_Score = Score) +eimd_ltla22_edu <- eimd_ltla22_edu |> dplyr::rename(Education_Proportion = Proportion, Education_Extent = Extent, Education_Score = Score) +eimd_ltla22_health <- eimd_ltla22_health |> dplyr::rename(Health_Proportion = Proportion, Health_Extent = Extent, Health_Score = Score) +eimd_ltla22_crime <- eimd_ltla22_crime |> dplyr::rename(Crime_Proportion = Proportion, Crime_Extent = Extent, Crime_Score = Score) +eimd_ltla22_barriers <- eimd_ltla22_barriers |> dplyr::rename(Housing_and_Access_Proportion = Proportion, Housing_and_Access_Extent = Extent, Housing_and_Access_Score = Score) +eimd_ltla22_env <- eimd_ltla22_env |> dplyr::rename(Environment_Proportion = Proportion, Environment_Extent = Extent, Environment_Score = Score) + +eimd_ltla22 <- + eimd_ltla22 |> + dplyr::left_join(eimd_ltla22_income, by = "ltla22_code") |> + dplyr::left_join(eimd_ltla22_employ, by = "ltla22_code") |> + dplyr::left_join(eimd_ltla22_edu, by = "ltla22_code") |> + dplyr::left_join(eimd_ltla22_health, by = "ltla22_code") |> + dplyr::left_join(eimd_ltla22_crime, by = "ltla22_code") |> + dplyr::left_join(eimd_ltla22_barriers, by = "ltla22_code") |> + dplyr::left_join(eimd_ltla22_env, by = "ltla22_code") + +# Rename +imd2019_england_ltla22 <- eimd_ltla22 + +# Save output to data/ folder +usethis::use_data(imd2019_england_ltla22, overwrite = TRUE) +readr::write_csv(imd2019_england_ltla22, "data-raw/imd2019_england_ltla22.csv") diff --git a/data-raw/imd2019_england_ltla22.csv b/data-raw/imd2019_england_ltla22.csv new file mode 100644 index 0000000..ca53250 --- /dev/null +++ b/data-raw/imd2019_england_ltla22.csv @@ -0,0 +1,310 @@ 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+E09000033,20.33903830756111,0.0234375,0.15865187392228822,0.13487875083491915,0.109375,0.2671892635974364,0.09131049750679487,0.1015625,0.2171777554764174,8.53535524077178,0,0.0058352917037833955,-0.8552336261326545,0.0078125,0.020428805191721317,0.10515438127764684,0.0703125,0.18148275893327565,23.113613345263747,0,0.05066803481753824,40.9195520296412,0.375,0.6970366533101712 diff --git a/data-raw/imd2019_wales_ltla22.R b/data-raw/imd2019_wales_ltla22.R new file mode 100644 index 0000000..4cdf73a --- /dev/null +++ b/data-raw/imd2019_wales_ltla22.R @@ -0,0 +1,126 @@ +library(tidyverse) +library(geographr) +library(sf) + +# Load package +devtools::load_all(".") + +# ---- Check LTLA codes ---- +# Confirming that LTLA 2021 and LTLA 2022 codes are the same for Wales +dplyr::symdiff( + geographr::lookup_ltla_ltla |> + filter(str_detect(ltla21_code, "W")) |> + pull(ltla21_code), + + geographr::lookup_ltla22_ltla23 |> + filter(str_detect(ltla22_code, "W")) |> + pull(ltla22_code) +) + +# ---- Population estimates in LSOAs ---- +query_url <- + query_urls |> + dplyr::filter(data_set == "pop_lsoa") |> + dplyr::pull(query_url) + +httr::GET( + query_url, + httr::write_disk(tf <- tempfile(fileext = ".zip")) +) + +# Where to store the unzipped files temporarily +td <- tempdir() +unzip_dir <- file.path(td, "population-lsoa") + +# Delete the temp folder if it already exists +if (dir.exists(unzip_dir)) + unlink(unzip_dir, recursive = TRUE) + +dir.create(unzip_dir) + +unzip(tf, exdir = unzip_dir) + +lsoa_pop <- + readxl::read_excel( + file.path(unzip_dir, "SAPE22DT2-mid-2019-lsoa-syoa-estimates-unformatted.xlsx"), + sheet = "Mid-2019 Persons", + skip = 4 + ) + +# Select and rename vars +lsoa_pop <- + lsoa_pop |> + select( + lsoa11_code = `LSOA Code`, + population = `All Ages` + ) |> + distinct() + +lsoa_pop_wales <- + lsoa_pop |> + filter(substr(lsoa11_code, 1, 1) == "W") + +# ---- Aggregate IMD into MSOAs ---- +wimd_lsoa <- + imd_wales_lsoa |> + + rename(lsoa11_code = lsoa_code) |> + + # We don't have IMD scores for Wales so just set them as zero + mutate( + IMD_score = 0, + Income_score = 0, + Employment_score = 0, + Education_score = 0, + Health_score = 0, + Crime_score = 0, + Housing_score = 0, + Access_score = 0, + Environment_score = 0 + ) |> + + left_join(lsoa_pop) |> + left_join( + geographr::lookup_lsoa11_ltla21 |> + select(lsoa11_code, ltla22_code = ltla21_code) + ) + +# Aggregate into LADs +wimd_ltla22 <- + wimd_lsoa |> aggregate_scores(IMD_score, IMD_rank, IMD_decile, ltla22_code, population) + +wimd_ltla22_income <- wimd_lsoa |> aggregate_scores(Income_score, Income_rank, Income_decile, ltla22_code, population) +wimd_ltla22_employ <- wimd_lsoa |> aggregate_scores(Employment_score, Employment_rank, Employment_decile, ltla22_code, population) +wimd_ltla22_edu <- wimd_lsoa |> aggregate_scores(Education_score, Education_rank, Education_decile, ltla22_code, population) +wimd_ltla22_health <- wimd_lsoa |> aggregate_scores(Health_score, Health_rank, Health_decile, ltla22_code, population) +wimd_ltla22_crime <- wimd_lsoa |> aggregate_scores(Crime_score, Crime_rank, Crime_decile, ltla22_code, population) +wimd_ltla22_housing <- wimd_lsoa |> aggregate_scores(Housing_score, Housing_rank, Housing_decile, ltla22_code, population) +wimd_ltla22_barriers <- wimd_lsoa |> aggregate_scores(Access_score, Access_rank, Access_decile, ltla22_code, population) +wimd_ltla22_env <- wimd_lsoa |> aggregate_scores(Environment_score, Environment_rank, Environment_decile, ltla22_code, population) + +wimd_ltla22_income <- wimd_ltla22_income |> dplyr::rename(Income_Proportion = Proportion, Income_Extent = Extent, Income_Score = Score) +wimd_ltla22_employ <- wimd_ltla22_employ |> dplyr::rename(Employment_Proportion = Proportion, Employment_Extent = Extent, Employment_Score = Score) +wimd_ltla22_edu <- wimd_ltla22_edu |> dplyr::rename(Education_Proportion = Proportion, Education_Extent = Extent, Education_Score = Score) +wimd_ltla22_health <- wimd_ltla22_health |> dplyr::rename(Health_Proportion = Proportion, Health_Extent = Extent, Health_Score = Score) +wimd_ltla22_crime <- wimd_ltla22_crime |> dplyr::rename(Crime_Proportion = Proportion, Crime_Extent = Extent, Crime_Score = Score) +wimd_ltla22_housing <- wimd_ltla22_housing |> dplyr::rename(Housing_Proportion = Proportion, Housing_Extent = Extent, Housing_Score = Score) +wimd_ltla22_barriers <- wimd_ltla22_barriers |> dplyr::rename(Access_Proportion = Proportion, Access_Extent = Extent, Access_Score = Score) +wimd_ltla22_env <- wimd_ltla22_env |> dplyr::rename(Environment_Proportion = Proportion, Environment_Extent = Extent, Environment_Score = Score) + +imd2019_wales_ltla22 <- + wimd_ltla22 |> + left_join(wimd_ltla22_income, by = "ltla22_code") |> + left_join(wimd_ltla22_employ, by = "ltla22_code") |> + left_join(wimd_ltla22_edu, by = "ltla22_code") |> + left_join(wimd_ltla22_health, by = "ltla22_code") |> + left_join(wimd_ltla22_crime, by = "ltla22_code") |> + left_join(wimd_ltla22_housing, by = "ltla22_code") |> + left_join(wimd_ltla22_barriers, by = "ltla22_code") |> + left_join(wimd_ltla22_env, by = "ltla22_code") |> + + # Don't have scores for Wales so drop these columns + select(-ends_with("Score")) + +# Save output to data/ folder +usethis::use_data(imd2019_wales_ltla22, overwrite = TRUE) +readr::write_csv(imd2019_wales_ltla22, "data-raw/imd2019_wales_ltla22.csv") diff --git a/data-raw/imd2019_wales_ltla22.csv b/data-raw/imd2019_wales_ltla22.csv new file mode 100644 index 0000000..1f602c8 --- /dev/null +++ b/data-raw/imd2019_wales_ltla22.csv @@ -0,0 +1,23 @@ +ltla22_code,Proportion,Extent,Income_Proportion,Income_Extent,Employment_Proportion,Employment_Extent,Education_Proportion,Education_Extent,Health_Proportion,Health_Extent,Crime_Proportion,Crime_Extent,Housing_Proportion,Housing_Extent,Access_Proportion,Access_Extent,Environment_Proportion,Environment_Extent 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