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Merge pull request #11 from humaniverse/simd-underlying-indicators
Added underlying indicators for SIMD 2012
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| Original file line number | Diff line number | Diff line change |
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| @@ -0,0 +1,126 @@ | ||
| library(tidyverse) | ||
| library(devtools) | ||
| library(compositr) | ||
| library(readxl) | ||
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| # Load package | ||
| load_all(".") | ||
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| # ---- Income ---- | ||
| query_url <- | ||
| query_urls |> | ||
| filter(data_set == "imd2012_dz01_scotland_indicators_income") |> | ||
| pull(query_url) | ||
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| tf <- download_file(query_url, ".xls") | ||
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| income <- read_excel(tf) | ||
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| income <- | ||
| income |> | ||
| rename(dz01_code = `Data Zone`) |> | ||
| select(-`Local Authority Code`, -`...7`, -Notes) | ||
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| # ---- Employment ---- | ||
| query_url <- | ||
| query_urls |> | ||
| filter(data_set == "imd2012_dz01_scotland_indicators_employment") |> | ||
| pull(query_url) | ||
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| tf <- download_file(query_url, ".xls") | ||
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| employment <- read_excel(tf) | ||
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| employment <- | ||
| employment |> | ||
| rename(dz01_code = `Data Zone`) |> | ||
| select(-`Local Authority Code`, -`...7`, -Notes) | ||
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| # ---- Health ---- | ||
| query_url <- | ||
| query_urls |> | ||
| filter(data_set == "imd2012_dz01_scotland_indicators_health") |> | ||
| pull(query_url) | ||
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| tf <- download_file(query_url, ".xls") | ||
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| health <- read_excel(tf) | ||
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| health <- | ||
| health |> | ||
| rename(dz01_code = `Data Zone`) |> | ||
| select(-`Local Authority Code`, -`...12`, -Notes) | ||
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| # ---- Education ---- | ||
| query_url <- | ||
| query_urls |> | ||
| filter(data_set == "imd2012_dz01_scotland_indicators_education") |> | ||
| pull(query_url) | ||
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| tf <- download_file(query_url, ".xls") | ||
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| education <- read_excel(tf) | ||
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| education <- | ||
| education |> | ||
| rename(dz01_code = `Data Zone`) |> | ||
| select(-`Local Authority Code`, -`...10`, -Notes) | ||
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| # ---- Housing ---- | ||
| query_url <- | ||
| query_urls |> | ||
| filter(data_set == "imd2012_dz01_scotland_indicators_housing") |> | ||
| pull(query_url) | ||
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| tf <- download_file(query_url, ".xls") | ||
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| housing <- read_excel(tf) | ||
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| housing <- | ||
| housing |> | ||
| rename(dz01_code = `Data Zone`) |> | ||
| select(-`Local Authority Code`, -`...8`, -Notes) | ||
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| # ---- Access ---- | ||
| query_url <- | ||
| query_urls |> | ||
| filter(data_set == "imd2012_dz01_scotland_indicators_access") |> | ||
| pull(query_url) | ||
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| tf <- download_file(query_url, ".xls") | ||
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| access <- read_excel(tf) | ||
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| access <- | ||
| access |> | ||
| rename(dz01_code = `Data Zone`) |> | ||
| select(-`Local Authority Code`, -`...16`, -Notes) | ||
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| # ---- Crime ---- | ||
| query_url <- | ||
| query_urls |> | ||
| filter(data_set == "imd2012_dz01_scotland_indicators_crime") |> | ||
| pull(query_url) | ||
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| tf <- download_file(query_url, ".xls") | ||
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| crime <- read_excel(tf) | ||
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| crime <- | ||
| crime |> | ||
| rename(dz01_code = `Data Zone`) |> | ||
| select(-`Local Authority Code`, -`...7`, -Notes) | ||
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| # ---- Combine indicators ---- | ||
| imd2012_dz01_scotland_indicators <- | ||
| income |> | ||
| left_join(employment) |> | ||
| left_join(health) |> | ||
| left_join(education) |> | ||
| left_join(housing) |> | ||
| left_join(access) |> | ||
| left_join(crime) | ||
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| # Save output to data/ folder | ||
| usethis::use_data(imd2012_dz01_scotland_indicators, overwrite = TRUE) | ||
| readr::write_csv(imd2012_dz01_scotland_indicators, "data-raw/imd2012_dz01_scotland_indicators.csv") |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,26 @@ | ||
| library(tidyverse) | ||
| library(devtools) | ||
| library(compositr) | ||
| library(readxl) | ||
|
|
||
| # Load package | ||
| load_all(".") | ||
|
|
||
| # Set query url | ||
| query_url <- | ||
| query_urls |> | ||
| filter(data_set == "imd2016_dz11_scotland_indicators") |> | ||
| pull(query_url) | ||
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| tf <- download_file(query_url, ".xlsx") | ||
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| imd2016_dz11_scotland_indicators <- read_excel(tf, sheet = "Data") | ||
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| imd2016_dz11_scotland_indicators <- | ||
| imd2016_dz11_scotland_indicators |> | ||
| rename(dz11_code = Data_Zone) |> | ||
| select(-Intermediate_Zone, -Council_area) | ||
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| # Save output to data/ folder | ||
| usethis::use_data(imd2016_dz11_scotland_indicators, overwrite = TRUE) | ||
| readr::write_csv(imd2016_dz11_scotland_indicators, "data-raw/imd2016_dz11_scotland_indicators.csv") |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,26 @@ | ||
| library(tidyverse) | ||
| library(devtools) | ||
| library(compositr) | ||
| library(readxl) | ||
|
|
||
| # Load package | ||
| load_all(".") | ||
|
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||
| # Set query url | ||
| query_url <- | ||
| query_urls |> | ||
| filter(data_set == "imd2020_dz11_scotland_indicators") |> | ||
| pull(query_url) | ||
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| tf <- download_file(query_url, ".xlsx") | ||
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| imd2020_dz11_scotland_indicators <- read_excel(tf, sheet = "Data") | ||
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| imd2020_dz11_scotland_indicators <- | ||
| imd2020_dz11_scotland_indicators |> | ||
| rename(dz11_code = Data_Zone) |> | ||
| select(-Intermediate_Zone, -Council_area) | ||
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| # Save output to data/ folder | ||
| usethis::use_data(imd2020_dz11_scotland_indicators, overwrite = TRUE) | ||
| readr::write_csv(imd2020_dz11_scotland_indicators, "data-raw/imd2020_dz11_scotland_indicators.csv") |
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