From a6aa3ff4f08f682e75b10dbf439b814f85dd423d Mon Sep 17 00:00:00 2001 From: DCEW <112561799+DCEW@users.noreply.github.com> Date: Wed, 27 Mar 2024 13:43:39 +0000 Subject: [PATCH 01/45] Update data_sources.qmd Add SHAPE tool link --- data_sources.qmd | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/data_sources.qmd b/data_sources.qmd index b515aa8..a676c0d 100644 --- a/data_sources.qmd +++ b/data_sources.qmd @@ -18,4 +18,8 @@ title: "Data Sources" ### Health Inequalities Improvement Programme Dashboard (getting access) (NHS England) -[Health Inequalities Improvement Programme Dashboard (getting access)](https://future.nhs.uk/connect.ti/InequalitiesImprovement/view?objectID=42240816){target="_blank"} \ No newline at end of file +[Health Inequalities Improvement Programme Dashboard (getting access)](https://future.nhs.uk/connect.ti/InequalitiesImprovement/view?objectID=42240816){target="_blank"} + +### SHAPE Tool +(Department of Health and Social Care) +[SHAPE](https://app.shapeatlas.net/place){target="_blank"} From ee528ec0e5ce0906965bfc50847254001f2dd50b Mon Sep 17 00:00:00 2001 From: Lextuga007 Date: Wed, 17 Apr 2024 10:06:20 +0100 Subject: [PATCH 02/45] Added public health profiles information --- _quarto.yml | 1 + imd.qmd | 41 ++++++++++++++++---------------------- public-health-profiles.qmd | 41 ++++++++++++++++++++++++++++++++++++++ 3 files changed, 59 insertions(+), 24 deletions(-) create mode 100644 public-health-profiles.qmd diff --git a/_quarto.yml b/_quarto.yml index 755cf2c..ea8fcac 100644 --- a/_quarto.yml +++ b/_quarto.yml @@ -23,6 +23,7 @@ book: - background_literature.qmd - nhs-number.qmd - data_sources.qmd + - public-health-profiles.qmd - imd.qmd - idd-aut.qmd - mapping.qmd diff --git a/imd.qmd b/imd.qmd index ce61a40..e657ebe 100644 --- a/imd.qmd +++ b/imd.qmd @@ -15,11 +15,11 @@ IMD is very useful for categorising the area a person lives in for deprivation. To get IMD scores or deciles for a local data a join will be needed to the postcode table (like a directory of postcodes) found: -[https://digital.nhs.uk/services/organisation-data-service/data-downloads/ods-postcode-files](https://digital.nhs.uk/services/organisation-data-service/data-downloads/ods-postcode-files) + and then to the IMD data: -[https://www.gov.uk/government/statistics/english-indices-of-deprivation-2019](https://www.gov.uk/government/statistics/english-indices-of-deprivation-2019) + - Select File 7 for the dataset. @@ -114,8 +114,7 @@ data |> # Creating local IMDs -In areas like Nottingham/Nottinghamshire the differences between the LSOA areas is diminished when ranked against England as a whole, but when ranked locally, the variation is much more pronounced. -It is possible to take the original scores and apply deciles or quintiles to those scores in order to create a local IMD. +In areas like Nottingham/Nottinghamshire the differences between the LSOA areas is diminished when ranked against England as a whole, but when ranked locally, the variation is much more pronounced. It is possible to take the original scores and apply deciles or quintiles to those scores in order to create a local IMD. ## Local IMD creation in SQL @@ -161,28 +160,20 @@ NHSRpopulation::get_data(tibble_postcodes, ## LSOAs - by postcode and by Local Authority/District -Note that the previous code example was a very small selection of +Note that the previous code example was a very small selection of\ postcodes and would require much more data to create locally derived deciles. -This usually comes from whole LSOA areas that are linked to Local Authorities/ -Districts and not via row level data postcodes. +This usually comes from whole LSOA areas that are linked to Local Authorities/ Districts and not via row level data postcodes. -For example, Nottinghamshire Healthcare NHS Foundation Trust covers several -Local Authority areas in its services and so organisations like this have to -find all the geographic areas that the services cover. +For example, Nottinghamshire Healthcare NHS Foundation Trust covers several Local Authority areas in its services and so organisations like this have to find all the geographic areas that the services cover. -:::{.callout-warning collapse=false appearance='default' icon=true} +::: {.callout-warning collapse="false" appearance="default" icon="true"} ## Local Authority and District LSOAs are not in {NHSRpostcodetools} (warning) -Currently (March 2024) the package {NHSRpopulation} which relies upon package -for postcodes {NHSRpostcodetools} and a join to the IMD data via LSOAs does not -have details for Local Authority LSOAs. + +Currently (March 2024) the package {NHSRpopulation} which relies upon package for postcodes {NHSRpostcodetools} and a join to the IMD data via LSOAs does not have details for Local Authority LSOAs. ::: -There are two local authorities in the service area of Nottinghamshire Healthcare -NHS Foundation Trust: Nottingham City Local Authority and several -Nottinghamshire County Council LA areas. -# often have their data combined, particularly for the Provider -# Trusts like Nottinghamshire Healthcare NHS Foundation Trust. +There are two local authorities in the service area of Nottinghamshire Healthcare NHS Foundation Trust: Nottingham City Local Authority and several Nottinghamshire County Council LA areas. \# often have their data combined, particularly for the Provider \# Trusts like Nottinghamshire Healthcare NHS Foundation Trust. ```{r define-las} # Define code for Nottingham City LA @@ -209,16 +200,18 @@ la_code_nott_city_notts_county # Other useful links -[https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/464430/English_Index_of_Multiple_Deprivation_2015_-_Guidance.pdf](https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/464430/English_Index_of_Multiple_Deprivation_2015_-_Guidance.pdf) + + + -[https://fingertips.phe.org.uk/search/imd](https://fingertips.phe.org.uk/search/imd) + -[http://dclgapps.communities.gov.uk/imd/idmap.html](http://dclgapps.communities.gov.uk/imd/idmap.html) +Technical report for 2019: -Technical report for 2019: [https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/833951/IoD2019_Technical_Report.pdf](https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/833951/IoD2019_Technical_Report.pdf) +Example Shiny app from [Trafford Data Lab](https://trafforddatalab.shinyapps.io/imd19/) with published code on [GitHub](https://github.com/traffordDataLab/imd19/blob/master/app.R). # Referencing IMD in a paper or research ## Suggested citation text -Ministry of Housing, Communities and Local Government. English Indices of Deprivation 2015. [https://www.gov.uk/government/statistics/english-indices-of-deprivation-2019](https://www.gov.uk/government/statistics/english-indices-of-deprivation-2019) (Accessed 22 March 2024) +Ministry of Housing, Communities and Local Government. English Indices of Deprivation 2015. (Accessed 22 March 2024) diff --git a/public-health-profiles.qmd b/public-health-profiles.qmd new file mode 100644 index 0000000..c643b63 --- /dev/null +++ b/public-health-profiles.qmd @@ -0,0 +1,41 @@ +--- +title: "Public health profiles" +--- + +# Profiles for England and Wales + +Commonly referred to as Fingertips Public Health data can be found through the [dashboard](https://fingertips.phe.org.uk/). + +This is also available through APIs in R (not through CRAN): + +[{fingertipsR}](https://github.com/ropensci/fingertipsR) + +### R code to install + +{remotes} is a package that is needed to install from GitHub so is commented out as it's installed once: + +```{r} +# install.packages("remotes") +remotes::install_github("rOpenSci/fingertipsR", + build_vignettes = TRUE, + dependencies = "suggests") +``` + +Note that the example code in the README for this package is base R so may not looks and works different to {tidyverse} coding. +Base R and {tidyverse} do work together though and some code may mix the two approaches to coding. + +and Python: + +[fingertips_py](https://fingertips-py.readthedocs.io/en/latest/) + +## Charts + +### R packages + +- [{fingertipscharts}](https://github.com/ukhsa-collaboration/fingertipscharts) helps users to easily reproduce charts from Fingertips data. +- [{PHEindicatormethods}](https://github.com/ukhsa-collaboration/PHEindicatormethods) supports execution of statistical methods approved for use in the production of PHE indicators such as those presented via Fingertips. +- [{FunnelPlotR}](https://github.com/nhs-r-community/FunnelPlotR) - produces funnel plots with adjustments for over dispersion methods. + +### Examples of visualisations + +Examples of visualisations that use Public Health data can be found at [Trafford Data Lab](https://www.trafforddatalab.io/) with code open on [GitHub](https://github.com/traffordDataLab). \ No newline at end of file From c1b0c2e68d9240bb4c9e7bc0105806ae65ed5676 Mon Sep 17 00:00:00 2001 From: Lextuga007 Date: Wed, 17 Apr 2024 10:10:54 +0100 Subject: [PATCH 03/45] Added videos --- public-health-profiles.qmd | 10 +++++++++- 1 file changed, 9 insertions(+), 1 deletion(-) diff --git a/public-health-profiles.qmd b/public-health-profiles.qmd index c643b63..30529c9 100644 --- a/public-health-profiles.qmd +++ b/public-health-profiles.qmd @@ -38,4 +38,12 @@ and Python: ### Examples of visualisations -Examples of visualisations that use Public Health data can be found at [Trafford Data Lab](https://www.trafforddatalab.io/) with code open on [GitHub](https://github.com/traffordDataLab). \ No newline at end of file +Examples of visualisations that use Public Health data can be found at [Trafford Data Lab](https://www.trafforddatalab.io/) with code open on [GitHub](https://github.com/traffordDataLab). + +### Webinars/Workshops + +[An introduction to Public Health England's packages, fingertipsR and fingertipscharts](https://www.youtube.com/watch?v=veJlBNoK1zA) + +[Building R packages for your analytical pipeline](https://www.youtube.com/watch?v=YjUPgHuw53E) - using fingertipsR, PHEindicatormethods, fingertipscharts and phecharts. + +[Using R to automate the generation of performance matrixes from Fingertips](https://www.youtube.com/watch?v=8jcPwD8x8WE&t=14727s) \ No newline at end of file From 86e4003bf8d0e5e499729923555d925c4b7881a2 Mon Sep 17 00:00:00 2001 From: Lextuga007 Date: Wed, 17 Apr 2024 10:14:34 +0100 Subject: [PATCH 04/45] Added PHINE YouTube link --- public-health-profiles.qmd | 18 +++++++++++------- 1 file changed, 11 insertions(+), 7 deletions(-) diff --git a/public-health-profiles.qmd b/public-health-profiles.qmd index 30529c9..3f640a4 100644 --- a/public-health-profiles.qmd +++ b/public-health-profiles.qmd @@ -21,8 +21,7 @@ remotes::install_github("rOpenSci/fingertipsR", dependencies = "suggests") ``` -Note that the example code in the README for this package is base R so may not looks and works different to {tidyverse} coding. -Base R and {tidyverse} do work together though and some code may mix the two approaches to coding. +Note that the example code in the README for this package is base R so may not looks and works different to {tidyverse} coding. Base R and {tidyverse} do work together though and some code may mix the two approaches to coding. and Python: @@ -32,13 +31,13 @@ and Python: ### R packages -- [{fingertipscharts}](https://github.com/ukhsa-collaboration/fingertipscharts) helps users to easily reproduce charts from Fingertips data. -- [{PHEindicatormethods}](https://github.com/ukhsa-collaboration/PHEindicatormethods) supports execution of statistical methods approved for use in the production of PHE indicators such as those presented via Fingertips. -- [{FunnelPlotR}](https://github.com/nhs-r-community/FunnelPlotR) - produces funnel plots with adjustments for over dispersion methods. +- [{fingertipscharts}](https://github.com/ukhsa-collaboration/fingertipscharts) helps users to easily reproduce charts from Fingertips data. +- [{PHEindicatormethods}](https://github.com/ukhsa-collaboration/PHEindicatormethods) supports execution of statistical methods approved for use in the production of PHE indicators such as those presented via Fingertips. +- [{FunnelPlotR}](https://github.com/nhs-r-community/FunnelPlotR) - produces funnel plots with adjustments for over dispersion methods. ### Examples of visualisations -Examples of visualisations that use Public Health data can be found at [Trafford Data Lab](https://www.trafforddatalab.io/) with code open on [GitHub](https://github.com/traffordDataLab). +Examples of visualisations that use Public Health data can be found at [Trafford Data Lab](https://www.trafforddatalab.io/) with code open on [GitHub](https://github.com/traffordDataLab). ### Webinars/Workshops @@ -46,4 +45,9 @@ Examples of visualisations that use Public Health data can be found at [Trafford [Building R packages for your analytical pipeline](https://www.youtube.com/watch?v=YjUPgHuw53E) - using fingertipsR, PHEindicatormethods, fingertipscharts and phecharts. -[Using R to automate the generation of performance matrixes from Fingertips](https://www.youtube.com/watch?v=8jcPwD8x8WE&t=14727s) \ No newline at end of file +[Using R to automate the generation of performance matrixes from Fingertips](https://www.youtube.com/watch?v=8jcPwD8x8WE&t=14727s) + +[PHINE Network meeting](https://www.youtube.com/watch?v=EQGBVbUL9zM) + A worked example of how to use the `phe_dsr()` function from the {PHEindicatormethods} R package +- A run through some of methods you can use to load data into Power BI +- Loading using an API connection - NOMIS \ No newline at end of file From efc7d157f624051170f4dff911a1542bdf0351fe Mon Sep 17 00:00:00 2001 From: Lextuga007 Date: Wed, 17 Apr 2024 10:16:18 +0100 Subject: [PATCH 05/45] Changed package install code to eval: false for gh-action --- public-health-profiles.qmd | 2 ++ 1 file changed, 2 insertions(+) diff --git a/public-health-profiles.qmd b/public-health-profiles.qmd index 3f640a4..5f0ce0c 100644 --- a/public-health-profiles.qmd +++ b/public-health-profiles.qmd @@ -15,6 +15,8 @@ This is also available through APIs in R (not through CRAN): {remotes} is a package that is needed to install from GitHub so is commented out as it's installed once: ```{r} +#| eval: false +#| echo: true # install.packages("remotes") remotes::install_github("rOpenSci/fingertipsR", build_vignettes = TRUE, From 66c5ef3416a9dd7ede692d5ea10e552a92b438b2 Mon Sep 17 00:00:00 2001 From: wyuill <10546300+wyuill@users.noreply.github.com> Date: Wed, 17 Apr 2024 12:35:00 +0100 Subject: [PATCH 06/45] Update imd.qmd change to use OHID quantile methods --- imd.qmd | 80 +++++++++++++++++++++++++++++++++++++++++++++------------ 1 file changed, 63 insertions(+), 17 deletions(-) diff --git a/imd.qmd b/imd.qmd index e657ebe..243a2c0 100644 --- a/imd.qmd +++ b/imd.qmd @@ -69,7 +69,57 @@ LEFT JOIN DIM_AI.IMD AS i ON pc.PC.LSOA11 = i.LSOAcode2011 # Creating quintiles -To be able to join to the data scores will need to be put into quintiles (group of 5) rather than deciles (group of 10). +To be able to join to the data scores will need to be put into quintiles (group of 5) rather than deciles (group of 10). Where the number of areas divides into the number of quintiles an equal number of areas can be assigned to each quintile. When it does not divide however, a choice must be made as to which quintiles should have a larger number of areas. The Office of Health Improvement & Disparities recommends using the following approach in their [Technical Guide to Assigning Deprivation Categories](https://fingertips.phe.org.uk/documents/OHID%20Guidance%20-%20Assigning%20Deprivation%20Categories.pdf): + +- Divide the number of small areas within the higher geography by the number of deprivation categories required (up to a maximum of 10), giving an integer and fractional part. + +- The integer-part of this number represents the minimum number of small areas that will be assigned to each deprivation category within each higher geography. + +- The below tables then shows which deprivation categories should be assigned additional small areas based on the fractional part of this number and the number of quintiles being used. + +```{r} +#| echo: false +#| tbl-subcap: +#| - "Deciles" +#| - "Quintiles" +#| - "Quartiles" +#| layout-ncol: 3 + +library(gt) + +# decile + +data.frame("Number after decimal point" = + c(0,0.1,0.2,0.3,0.4,0.5,0.6,0.7,0.8), + "Deciles receiving an extra area" = + c("None","1","1, 6","1, 4, 7","1, 3, 6, 8", + "1, 3, 5, 7, 9","1, 2, 4, 6, 7, 9", + "1, 2, 3, 5, 6, 8, 9","1, 2, 3, 4, 6, 7, 8, 9"), + check.names = F) |> + gt() |> + tab_header(title = md("Deciles")) + +# quintile + +data.frame("Number after decimal point" = + c(0,0.2,0.4,0.6,0.8), + "Quintiles receiving an extra area" = + c("None","1","1, 3","1, 2, 4","1, 2, 3, 4"), + check.names = F) |> + gt() |> + tab_header(title = md("Quintiles")) + +# quantile + +gt(data.frame("Number after decimal point" = + c(0,0.25,0.5,0.75), + "Quantiles receiving an extra area" = + c("None","1","1, 3","1, 2, 3"), + check.names = F)) |> + gt() |> + tab_header(title = md("Quantiles")) + +``` ### Quintiles in SQL @@ -84,32 +134,28 @@ ORDER BY IMDDecile ### Quintiles in R +The `PHEindicatormethods` provides a convenient function that can be used in R to generate quintiles. + ```{r} #| label: load-packages #| include: false library(tidyverse) +library(PHEindicatormethods) ``` ```{r } #| label: r-quintile -# Generate a dataset -data <- structure(list(IMDDecile = c( - 0L, 1L, 2L, 3L, 4L, 5L, 6L, 7L, - 8L, 9L, 10L, NA -)), row.names = c(NA, -12L), class = c( - "tbl_df", - "tbl", "data.frame" -)) - -# Make the 0 generated into NA -data |> - replace_na(list(IMDDecile = 0)) |> - mutate( - IMDQuintile = floor((IMDDecile - 1) / 2) + 1, - IMDQuintile = as.character(IMDQuintile) - ) +df <- data.frame( + region = as.character(rep(c("Region1","Region2","Region3","Region4"), + each=250)), + smallarea = as.character(paste0("Area",seq_along(1:1000))), + vals = as.numeric(sample(200, 1000, replace = TRUE)), + stringsAsFactors = FALSE) + +# assign small areas to deciles across whole data frame +PHEindicatormethods::phe_quantile(df, vals, type = "standard") ``` # Creating local IMDs From 6fb080a254001d998cf2db6836dcaf92f376b4f0 Mon Sep 17 00:00:00 2001 From: Lextuga007 Date: Wed, 17 Apr 2024 13:51:41 +0100 Subject: [PATCH 07/45] Removed gt() wrapped function --- imd.qmd | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/imd.qmd b/imd.qmd index 243a2c0..2d5b9d7 100644 --- a/imd.qmd +++ b/imd.qmd @@ -111,11 +111,11 @@ data.frame("Number after decimal point" = # quantile -gt(data.frame("Number after decimal point" = +data.frame("Number after decimal point" = c(0,0.25,0.5,0.75), "Quantiles receiving an extra area" = c("None","1","1, 3","1, 2, 3"), - check.names = F)) |> + check.names = F) |> gt() |> tab_header(title = md("Quantiles")) From 5c9ad1b48f0f7d63ca1c44f92ecc26fa3182c8b1 Mon Sep 17 00:00:00 2001 From: Lextuga007 Date: Wed, 17 Apr 2024 13:59:10 +0100 Subject: [PATCH 08/45] Added package dependencies to gh-action --- .github/workflows/quarto-publish.yml | 10 ++++++++++ 1 file changed, 10 insertions(+) diff --git a/.github/workflows/quarto-publish.yml b/.github/workflows/quarto-publish.yml index f27e7e2..114472d 100644 --- a/.github/workflows/quarto-publish.yml +++ b/.github/workflows/quarto-publish.yml @@ -30,6 +30,16 @@ jobs: container: image: ghcr.io/dukestatsci/r_gh_actions:latest steps: + - name: Dependencies + uses: r-lib/actions/setup-r-dependencies@v2 + with: + packages: + any::knitr + any::rmarkdown + any::gt + any::PHEindicatormethods + any::tidyverse + - name: Checkout uses: actions/checkout@v4 From 4feb8980581872621d21357b78c2df32b14a736f Mon Sep 17 00:00:00 2001 From: Lextuga007 Date: Wed, 17 Apr 2024 15:49:53 +0100 Subject: [PATCH 09/45] Changed code to print 15 of 100 generated points --- imd.qmd | 84 +++++++++++++++++++++++++++++++++------------------------ 1 file changed, 49 insertions(+), 35 deletions(-) diff --git a/imd.qmd b/imd.qmd index 2d5b9d7..81a5eee 100644 --- a/imd.qmd +++ b/imd.qmd @@ -79,7 +79,7 @@ To be able to join to the data scores will need to be put into quintiles (group ```{r} #| echo: false -#| tbl-subcap: +#| tbl-subcap: #| - "Deciles" #| - "Quintiles" #| - "Quartiles" @@ -89,36 +89,43 @@ library(gt) # decile -data.frame("Number after decimal point" = - c(0,0.1,0.2,0.3,0.4,0.5,0.6,0.7,0.8), - "Deciles receiving an extra area" = - c("None","1","1, 6","1, 4, 7","1, 3, 6, 8", - "1, 3, 5, 7, 9","1, 2, 4, 6, 7, 9", - "1, 2, 3, 5, 6, 8, 9","1, 2, 3, 4, 6, 7, 8, 9"), - check.names = F) |> +data.frame( + "Number after decimal point" = + c(0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8), + "Deciles receiving an extra area" = + c( + "None", "1", "1, 6", "1, 4, 7", "1, 3, 6, 8", + "1, 3, 5, 7, 9", "1, 2, 4, 6, 7, 9", + "1, 2, 3, 5, 6, 8, 9", "1, 2, 3, 4, 6, 7, 8, 9" + ), + check.names = F +) |> gt() |> tab_header(title = md("Deciles")) # quintile -data.frame("Number after decimal point" = - c(0,0.2,0.4,0.6,0.8), - "Quintiles receiving an extra area" = - c("None","1","1, 3","1, 2, 4","1, 2, 3, 4"), - check.names = F) |> +data.frame( + "Number after decimal point" = + c(0, 0.2, 0.4, 0.6, 0.8), + "Quintiles receiving an extra area" = + c("None", "1", "1, 3", "1, 2, 4", "1, 2, 3, 4"), + check.names = F +) |> gt() |> tab_header(title = md("Quintiles")) # quantile -data.frame("Number after decimal point" = - c(0,0.25,0.5,0.75), - "Quantiles receiving an extra area" = - c("None","1","1, 3","1, 2, 3"), - check.names = F) |> +data.frame( + "Number after decimal point" = + c(0, 0.25, 0.5, 0.75), + "Quantiles receiving an extra area" = + c("None", "1", "1, 3", "1, 2, 3"), + check.names = F +) |> gt() |> tab_header(title = md("Quantiles")) - ``` ### Quintiles in SQL @@ -148,14 +155,18 @@ library(PHEindicatormethods) #| label: r-quintile df <- data.frame( - region = as.character(rep(c("Region1","Region2","Region3","Region4"), - each=250)), - smallarea = as.character(paste0("Area",seq_along(1:1000))), + region = as.character(rep(c("Region1", "Region2", "Region3", "Region4"), + each = 250 + )), + smallarea = as.character(paste0("Area", seq_along(1:1000))), vals = as.numeric(sample(200, 1000, replace = TRUE)), - stringsAsFactors = FALSE) + stringsAsFactors = FALSE +) # assign small areas to deciles across whole data frame -PHEindicatormethods::phe_quantile(df, vals, type = "standard") +# print the top 15 +PHEindicatormethods::phe_quantile(df, vals, type = "standard") |> + dplyr::slice_head(n = 15) ``` # Creating local IMDs @@ -193,14 +204,17 @@ tibble_postcodes <- dplyr::tibble( random_postcodes = postcodes, ) -NHSRpopulation::get_data(tibble_postcodes, - column = "random_postcodes", - url_type = "imd") |> - dplyr::select(random_postcodes, - new_postcode, - imd_decile, - imd_rank, - imd_score) |> +NHSRpopulation::get_data(tibble_postcodes, + column = "random_postcodes", + url_type = "imd" +) |> + dplyr::select( + random_postcodes, + new_postcode, + imd_decile, + imd_rank, + imd_score + ) |> mutate(imd_decile_local = ntile(-imd_score, n = 10)) # creating new deciles from the data provided ``` @@ -234,14 +248,14 @@ la_code_notts_county <- tibble::tribble( "E01013810", "Nottingham 018A", "E06000018", "Nottingham", "E01013811", "Nottingham 018B", "E06000018", "Nottingham", "E01013815", "Nottingham 022C", "E06000018", "Nottingham" -) |> - dplyr::select(LSOAcode2011) |> +) |> + dplyr::select(LSOAcode2011) |> dplyr::pull() # Combine all districts into one object la_code_nott_city_notts_county <- c(la_code_nott_city, la_code_notts_county) -la_code_nott_city_notts_county +la_code_nott_city_notts_county ``` # Other useful links From 36540f62f32cfa4e3821f20558ab3705a75d9c80 Mon Sep 17 00:00:00 2001 From: Lextuga007 Date: Wed, 17 Apr 2024 15:51:27 +0100 Subject: [PATCH 10/45] Set the local IMD creation chunk to eval: true --- imd.qmd | 1 - 1 file changed, 1 deletion(-) diff --git a/imd.qmd b/imd.qmd index 81a5eee..525f7b2 100644 --- a/imd.qmd +++ b/imd.qmd @@ -181,7 +181,6 @@ To apply a rank use the windows partition function `ROW_NUMBER() OVER(ORDER BY I ```{r} #| label: localRank -#| eval: false library(tidyverse) library(PostcodesioR) From 94cec0c4e8361a21ba9e1e17b62ee2557b9eccad Mon Sep 17 00:00:00 2001 From: Lextuga007 Date: Wed, 17 Apr 2024 16:13:22 +0100 Subject: [PATCH 11/45] Added packages from code chunk now eval: true --- .github/workflows/quarto-publish.yml | 3 +++ 1 file changed, 3 insertions(+) diff --git a/.github/workflows/quarto-publish.yml b/.github/workflows/quarto-publish.yml index 114472d..aeed47f 100644 --- a/.github/workflows/quarto-publish.yml +++ b/.github/workflows/quarto-publish.yml @@ -39,6 +39,9 @@ jobs: any::gt any::PHEindicatormethods any::tidyverse + any::PostcodesioR + any::nhs-r-community/NHSRpopulation@main + any::nhs-r-community/NHSRpostcodetools~main - name: Checkout uses: actions/checkout@v4 From c5362a6b25c8aaed347d6ed80b92e4e45fd38d0b Mon Sep 17 00:00:00 2001 From: Lextuga007 Date: Wed, 17 Apr 2024 16:16:43 +0100 Subject: [PATCH 12/45] Changed gh-action to uses from any --- .github/workflows/quarto-publish.yml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/quarto-publish.yml b/.github/workflows/quarto-publish.yml index aeed47f..995eb7c 100644 --- a/.github/workflows/quarto-publish.yml +++ b/.github/workflows/quarto-publish.yml @@ -40,8 +40,8 @@ jobs: any::PHEindicatormethods any::tidyverse any::PostcodesioR - any::nhs-r-community/NHSRpopulation@main - any::nhs-r-community/NHSRpostcodetools~main + uses::nhs-r-community/NHSRpopulation@main + uses::nhs-r-community/NHSRpostcodetools~main - name: Checkout uses: actions/checkout@v4 From 7829d1e02d2baac2b7422292726e6322e677b6da Mon Sep 17 00:00:00 2001 From: Lextuga007 Date: Wed, 17 Apr 2024 16:21:12 +0100 Subject: [PATCH 13/45] Added run to gh-action for GitHub packages --- .github/workflows/quarto-publish.yml | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/.github/workflows/quarto-publish.yml b/.github/workflows/quarto-publish.yml index 995eb7c..2d9d08d 100644 --- a/.github/workflows/quarto-publish.yml +++ b/.github/workflows/quarto-publish.yml @@ -40,8 +40,11 @@ jobs: any::PHEindicatormethods any::tidyverse any::PostcodesioR - uses::nhs-r-community/NHSRpopulation@main - uses::nhs-r-community/NHSRpostcodetools~main + any::remotes + - name: Install packages + run: + remotes::install_github("nhs-r-community/NHSRpopulation") + remotes::install_github("nhs-r-community/NHSRpostcodetools") - name: Checkout uses: actions/checkout@v4 From ba4ca4d1a89dc33bf8a016fad10dbaf9749f48a7 Mon Sep 17 00:00:00 2001 From: Lextuga007 Date: Wed, 17 Apr 2024 16:26:49 +0100 Subject: [PATCH 14/45] Removed remotes:: code from gh-action --- .github/workflows/quarto-publish.yml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/quarto-publish.yml b/.github/workflows/quarto-publish.yml index 2d9d08d..e4c5d2b 100644 --- a/.github/workflows/quarto-publish.yml +++ b/.github/workflows/quarto-publish.yml @@ -43,8 +43,8 @@ jobs: any::remotes - name: Install packages run: - remotes::install_github("nhs-r-community/NHSRpopulation") - remotes::install_github("nhs-r-community/NHSRpostcodetools") + install_github("nhs-r-community/NHSRpopulation") + install_github("nhs-r-community/NHSRpostcodetools") - name: Checkout uses: actions/checkout@v4 From 4fb50b8b8dead9b5adfe5e328b0b589279f89aab Mon Sep 17 00:00:00 2001 From: Lextuga007 Date: Wed, 17 Apr 2024 16:39:47 +0100 Subject: [PATCH 15/45] Added packages to DESCRIPTION file and updated gh-action --- .github/workflows/quarto-publish.yml | 15 +-------------- DESCRIPTION | 20 ++++++++++++++++++++ 2 files changed, 21 insertions(+), 14 deletions(-) create mode 100644 DESCRIPTION diff --git a/.github/workflows/quarto-publish.yml b/.github/workflows/quarto-publish.yml index e4c5d2b..8b727b3 100644 --- a/.github/workflows/quarto-publish.yml +++ b/.github/workflows/quarto-publish.yml @@ -32,20 +32,7 @@ jobs: steps: - name: Dependencies uses: r-lib/actions/setup-r-dependencies@v2 - with: - packages: - any::knitr - any::rmarkdown - any::gt - any::PHEindicatormethods - any::tidyverse - any::PostcodesioR - any::remotes - - name: Install packages - run: - install_github("nhs-r-community/NHSRpopulation") - install_github("nhs-r-community/NHSRpostcodetools") - + - name: Checkout uses: actions/checkout@v4 diff --git a/DESCRIPTION b/DESCRIPTION new file mode 100644 index 0000000..ebbc9c7 --- /dev/null +++ b/DESCRIPTION @@ -0,0 +1,20 @@ +Package: health-inequalities-notebook +Type: Book +Title: Health Inequalities Notebook +Version: 0.1 +Authors@R: + person("NHS-R", "Community", , "nhs.rcommunity@nhs.net", role = c("aut", "cre")) +Description: This is not a package, but like https://github.com/hadley/r-pkgs/blob/main/DESCRIPTION use this file to declare + the dependencies of the site. +URL: health-inequalities-notebook +Imports: + gt, + knitr, + PHEindicatormethods, + PostcodesioR, + rmarkdown, + tidyverse +Encoding: UTF-8 +Remotes: + nhs-r-community/NHSRpostcodetools + nhs-r-community/NHSRpopulation From 29cfc8d8d12b9d3251721ad50d5139800c165709 Mon Sep 17 00:00:00 2001 From: Lextuga007 Date: Wed, 17 Apr 2024 16:45:20 +0100 Subject: [PATCH 16/45] Moved order in gh-action --- .github/workflows/quarto-publish.yml | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/.github/workflows/quarto-publish.yml b/.github/workflows/quarto-publish.yml index 8b727b3..104521d 100644 --- a/.github/workflows/quarto-publish.yml +++ b/.github/workflows/quarto-publish.yml @@ -30,11 +30,11 @@ jobs: container: image: ghcr.io/dukestatsci/r_gh_actions:latest steps: - - name: Dependencies - uses: r-lib/actions/setup-r-dependencies@v2 - - name: Checkout uses: actions/checkout@v4 + + - name: Dependencies + uses: r-lib/actions/setup-r-dependencies@v2 - name: Build site run: | From 1ef5cd517e90f8ec489c139b0b4b2dea95363a24 Mon Sep 17 00:00:00 2001 From: Lextuga007 Date: Wed, 17 Apr 2024 16:53:11 +0100 Subject: [PATCH 17/45] Added to gh-action --- .github/workflows/quarto-publish.yml | 8 +++----- 1 file changed, 3 insertions(+), 5 deletions(-) diff --git a/.github/workflows/quarto-publish.yml b/.github/workflows/quarto-publish.yml index 104521d..4245419 100644 --- a/.github/workflows/quarto-publish.yml +++ b/.github/workflows/quarto-publish.yml @@ -30,11 +30,9 @@ jobs: container: image: ghcr.io/dukestatsci/r_gh_actions:latest steps: - - name: Checkout - uses: actions/checkout@v4 - - - name: Dependencies - uses: r-lib/actions/setup-r-dependencies@v2 + - uses: actions/checkout@v4 + - uses: r-lib/actions/setup-r@v2 + - uses: r-lib/actions/setup-r-dependencies@v2 - name: Build site run: | From c27009f448e584bdaa6a584f95229d064b3f8819 Mon Sep 17 00:00:00 2001 From: Lextuga007 Date: Wed, 17 Apr 2024 17:02:09 +0100 Subject: [PATCH 18/45] Added to gh-action --- .github/workflows/quarto-publish.yml | 9 ++++++++- 1 file changed, 8 insertions(+), 1 deletion(-) diff --git a/.github/workflows/quarto-publish.yml b/.github/workflows/quarto-publish.yml index 4245419..2042253 100644 --- a/.github/workflows/quarto-publish.yml +++ b/.github/workflows/quarto-publish.yml @@ -33,7 +33,14 @@ jobs: - uses: actions/checkout@v4 - uses: r-lib/actions/setup-r@v2 - uses: r-lib/actions/setup-r-dependencies@v2 - + with: + cache-version: 2 + extra-packages: | + extra-packages: any::pkgdown, local::. + needs: | + website + coverage + - name: Build site run: | quarto render From 1e5b768af2fae0deeef9c5b9a7932ec3e4bed362 Mon Sep 17 00:00:00 2001 From: Lextuga007 Date: Wed, 17 Apr 2024 17:03:24 +0100 Subject: [PATCH 19/45] Updated gh-action with code from r-pkgs gh-action --- .github/workflows/quarto-publish.yml | 9 ++------- 1 file changed, 2 insertions(+), 7 deletions(-) diff --git a/.github/workflows/quarto-publish.yml b/.github/workflows/quarto-publish.yml index 2042253..345c05a 100644 --- a/.github/workflows/quarto-publish.yml +++ b/.github/workflows/quarto-publish.yml @@ -32,14 +32,9 @@ jobs: steps: - uses: actions/checkout@v4 - uses: r-lib/actions/setup-r@v2 + with: + use-public-rspm: true - uses: r-lib/actions/setup-r-dependencies@v2 - with: - cache-version: 2 - extra-packages: | - extra-packages: any::pkgdown, local::. - needs: | - website - coverage - name: Build site run: | From 100d60468ebac6c7ac6bb1cd082cd190b9208e3b Mon Sep 17 00:00:00 2001 From: Lextuga007 Date: Wed, 17 Apr 2024 17:18:23 +0100 Subject: [PATCH 20/45] Added R to DESCRIPTION --- DESCRIPTION | 2 ++ 1 file changed, 2 insertions(+) diff --git a/DESCRIPTION b/DESCRIPTION index ebbc9c7..bfbc96b 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -14,6 +14,8 @@ Imports: PostcodesioR, rmarkdown, tidyverse +Depends: + R (>= 2.10) Encoding: UTF-8 Remotes: nhs-r-community/NHSRpostcodetools From 52b60d0b0c431a0f0f479cd09976568667446d68 Mon Sep 17 00:00:00 2001 From: Lextuga007 Date: Wed, 17 Apr 2024 17:36:35 +0100 Subject: [PATCH 21/45] Added remote packages to imports --- DESCRIPTION | 2 ++ 1 file changed, 2 insertions(+) diff --git a/DESCRIPTION b/DESCRIPTION index bfbc96b..b4c82d8 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -10,6 +10,8 @@ URL: health-inequalities-notebook Imports: gt, knitr, + NHSRpopulation, + NHSRpostcodetools, PHEindicatormethods, PostcodesioR, rmarkdown, From 2b2c84e17b6e6c8b321a348916f82f700a88445d Mon Sep 17 00:00:00 2001 From: Lextuga007 Date: Thu, 18 Apr 2024 12:21:40 +0100 Subject: [PATCH 22/45] gh-action from r-pkgs book --- .github/workflows/quarto-publish.yml | 81 ++++++++++++++-------------- 1 file changed, 41 insertions(+), 40 deletions(-) diff --git a/.github/workflows/quarto-publish.yml b/.github/workflows/quarto-publish.yml index 345c05a..866c500 100644 --- a/.github/workflows/quarto-publish.yml +++ b/.github/workflows/quarto-publish.yml @@ -1,53 +1,54 @@ -# Simple workflow for deploying static content to GitHub Pages -name: Publish Quarto page to GitHub Pages - +# Workflow derived from https://github.com/r-lib/actions/tree/v2/examples +# Need help debugging build failures? Start at https://github.com/r-lib/actions#where-to-find-help on: - # Runs on pushes targeting the default branch push: - branches: ["main"] - - # Allows you to run this workflow manually from the Actions tab + branches: [main, master] + pull_request: + branches: [main, master] workflow_dispatch: -# Sets permissions of the GITHUB_TOKEN to allow deployment to GitHub Pages -permissions: - contents: read - pages: write - id-token: write - -# Allow one concurrent deployment -concurrency: - group: "pages" - cancel-in-progress: true +name: render jobs: - # Single deploy job since we're just deploying - publish-site: - environment: - name: github-pages - url: ${{ steps.deployment.outputs.page_url }} + render: runs-on: ubuntu-latest - container: - image: ghcr.io/dukestatsci/r_gh_actions:latest + # Only restrict concurrency for non-PR jobs + concurrency: + group: render-${{ github.event_name != 'pull_request' || github.run_id }} + env: + GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }} steps: - - uses: actions/checkout@v4 + - name: Generate Locales used in Package within + run: | + sudo locale-gen it_IT.UTF-8 + sudo locale-gen pl_PL.UTF-8 + sudo locale-gen pt_BR.UTF-8 + sudo locale-gen en_GB.UTF-8 + sudo locale-gen fr_FR + sudo locale-gen en_CA + + - name: Configure Git user + run: | + git config --global user.name "$GITHUB_ACTOR" + git config --global user.email "$GITHUB_ACTOR@users.noreply.github.com" + + - uses: actions/checkout@v3 + + - uses: quarto-dev/quarto-actions/setup@v2 + - uses: r-lib/actions/setup-r@v2 with: use-public-rspm: true + - uses: r-lib/actions/setup-r-dependencies@v2 - - - name: Build site - run: | - quarto render - - - name: Setup Pages - uses: actions/configure-pages@v3 - - - name: Upload artifact - uses: actions/upload-pages-artifact@v1 - with: - path: '_book/' - + + - name: Render book + run: quarto render + - name: Deploy to GitHub Pages - id: deployment - uses: actions/deploy-pages@v1 \ No newline at end of file + id: gh-pages-deploy + uses: JamesIves/github-pages-deploy-action@v4 + with: + branch: gh-pages + folder: _book + \ No newline at end of file From fba025a3c6b39574cfb8cf8ee29b73177b3aa9fa Mon Sep 17 00:00:00 2001 From: Lextuga007 Date: Thu, 18 Apr 2024 12:41:18 +0100 Subject: [PATCH 23/45] Changed format of remotes in DESCRIPTION --- DESCRIPTION | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index b4c82d8..b15f926 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -19,6 +19,5 @@ Imports: Depends: R (>= 2.10) Encoding: UTF-8 -Remotes: - nhs-r-community/NHSRpostcodetools - nhs-r-community/NHSRpopulation +Remotes: nhs-r-community/NHSRpopulation, + nhs-r-community/NHSRpostcodetools From ca77d4bc87ccb281611bebd5c991166f5fbc36fc Mon Sep 17 00:00:00 2001 From: Lextuga007 Date: Thu, 18 Apr 2024 12:47:32 +0100 Subject: [PATCH 24/45] Reverted to Dukes gh-action --- .github/workflows/quarto-publish.yml | 79 +++++++++++++--------------- 1 file changed, 38 insertions(+), 41 deletions(-) diff --git a/.github/workflows/quarto-publish.yml b/.github/workflows/quarto-publish.yml index 866c500..4245419 100644 --- a/.github/workflows/quarto-publish.yml +++ b/.github/workflows/quarto-publish.yml @@ -1,54 +1,51 @@ -# Workflow derived from https://github.com/r-lib/actions/tree/v2/examples -# Need help debugging build failures? Start at https://github.com/r-lib/actions#where-to-find-help +# Simple workflow for deploying static content to GitHub Pages +name: Publish Quarto page to GitHub Pages + on: + # Runs on pushes targeting the default branch push: - branches: [main, master] - pull_request: - branches: [main, master] + branches: ["main"] + + # Allows you to run this workflow manually from the Actions tab workflow_dispatch: -name: render +# Sets permissions of the GITHUB_TOKEN to allow deployment to GitHub Pages +permissions: + contents: read + pages: write + id-token: write + +# Allow one concurrent deployment +concurrency: + group: "pages" + cancel-in-progress: true jobs: - render: + # Single deploy job since we're just deploying + publish-site: + environment: + name: github-pages + url: ${{ steps.deployment.outputs.page_url }} runs-on: ubuntu-latest - # Only restrict concurrency for non-PR jobs - concurrency: - group: render-${{ github.event_name != 'pull_request' || github.run_id }} - env: - GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }} + container: + image: ghcr.io/dukestatsci/r_gh_actions:latest steps: - - name: Generate Locales used in Package within - run: | - sudo locale-gen it_IT.UTF-8 - sudo locale-gen pl_PL.UTF-8 - sudo locale-gen pt_BR.UTF-8 - sudo locale-gen en_GB.UTF-8 - sudo locale-gen fr_FR - sudo locale-gen en_CA + - uses: actions/checkout@v4 + - uses: r-lib/actions/setup-r@v2 + - uses: r-lib/actions/setup-r-dependencies@v2 - - name: Configure Git user + - name: Build site run: | - git config --global user.name "$GITHUB_ACTOR" - git config --global user.email "$GITHUB_ACTOR@users.noreply.github.com" - - - uses: actions/checkout@v3 + quarto render - - uses: quarto-dev/quarto-actions/setup@v2 - - - uses: r-lib/actions/setup-r@v2 + - name: Setup Pages + uses: actions/configure-pages@v3 + + - name: Upload artifact + uses: actions/upload-pages-artifact@v1 with: - use-public-rspm: true - - - uses: r-lib/actions/setup-r-dependencies@v2 - - - name: Render book - run: quarto render - + path: '_book/' + - name: Deploy to GitHub Pages - id: gh-pages-deploy - uses: JamesIves/github-pages-deploy-action@v4 - with: - branch: gh-pages - folder: _book - \ No newline at end of file + id: deployment + uses: actions/deploy-pages@v1 \ No newline at end of file From 9f7ba06ebf97f8f9c76e83891bada4b7a0059746 Mon Sep 17 00:00:00 2001 From: Lextuga007 Date: Thu, 18 Apr 2024 12:53:26 +0100 Subject: [PATCH 25/45] Explicit on R version in gh-action and version in DESCRIPTION --- .github/workflows/quarto-publish.yml | 2 ++ DESCRIPTION | 2 +- 2 files changed, 3 insertions(+), 1 deletion(-) diff --git a/.github/workflows/quarto-publish.yml b/.github/workflows/quarto-publish.yml index 4245419..e699ca1 100644 --- a/.github/workflows/quarto-publish.yml +++ b/.github/workflows/quarto-publish.yml @@ -32,6 +32,8 @@ jobs: steps: - uses: actions/checkout@v4 - uses: r-lib/actions/setup-r@v2 + with: + r-version: '4.3.3' - uses: r-lib/actions/setup-r-dependencies@v2 - name: Build site diff --git a/DESCRIPTION b/DESCRIPTION index b15f926..14c71ae 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -17,7 +17,7 @@ Imports: rmarkdown, tidyverse Depends: - R (>= 2.10) + R (>= 4.3.3) Encoding: UTF-8 Remotes: nhs-r-community/NHSRpopulation, nhs-r-community/NHSRpostcodetools From 5fc1e42e336faeec14cce746146571d2fe34a224 Mon Sep 17 00:00:00 2001 From: Lextuga007 Date: Fri, 19 Apr 2024 18:15:29 +0100 Subject: [PATCH 26/45] Following package amendment to gh-pages https://github.com/vizdata-s23/project-01-o_ggs/blob/717e8b7149ceaa5db2a2759042e306361911712f/.github/workflows/publish-site.yml#L31 --- .github/workflows/quarto-publish.yml | 9 +++++---- DESCRIPTION | 23 ----------------------- 2 files changed, 5 insertions(+), 27 deletions(-) delete mode 100644 DESCRIPTION diff --git a/.github/workflows/quarto-publish.yml b/.github/workflows/quarto-publish.yml index e699ca1..b752f54 100644 --- a/.github/workflows/quarto-publish.yml +++ b/.github/workflows/quarto-publish.yml @@ -31,10 +31,11 @@ jobs: image: ghcr.io/dukestatsci/r_gh_actions:latest steps: - uses: actions/checkout@v4 - - uses: r-lib/actions/setup-r@v2 - with: - r-version: '4.3.3' - - uses: r-lib/actions/setup-r-dependencies@v2 + + - name: Install Missing Packages + run: | + missing = checklist::install_missing_pkgs(dir = "./", glob = "*.qmd") + shell: Rscript {0} - name: Build site run: | diff --git a/DESCRIPTION b/DESCRIPTION deleted file mode 100644 index 14c71ae..0000000 --- a/DESCRIPTION +++ /dev/null @@ -1,23 +0,0 @@ -Package: health-inequalities-notebook -Type: Book -Title: Health Inequalities Notebook -Version: 0.1 -Authors@R: - person("NHS-R", "Community", , "nhs.rcommunity@nhs.net", role = c("aut", "cre")) -Description: This is not a package, but like https://github.com/hadley/r-pkgs/blob/main/DESCRIPTION use this file to declare - the dependencies of the site. -URL: health-inequalities-notebook -Imports: - gt, - knitr, - NHSRpopulation, - NHSRpostcodetools, - PHEindicatormethods, - PostcodesioR, - rmarkdown, - tidyverse -Depends: - R (>= 4.3.3) -Encoding: UTF-8 -Remotes: nhs-r-community/NHSRpopulation, - nhs-r-community/NHSRpostcodetools From 8a0ee232207832b256ce2f8a4c998e093bea6f76 Mon Sep 17 00:00:00 2001 From: Lextuga007 Date: Fri, 19 Apr 2024 18:26:51 +0100 Subject: [PATCH 27/45] Added NHSR packages from GitHub install to gh-action --- .github/workflows/quarto-publish.yml | 12 ++++++++++++ 1 file changed, 12 insertions(+) diff --git a/.github/workflows/quarto-publish.yml b/.github/workflows/quarto-publish.yml index b752f54..a4d6287 100644 --- a/.github/workflows/quarto-publish.yml +++ b/.github/workflows/quarto-publish.yml @@ -36,6 +36,18 @@ jobs: run: | missing = checklist::install_missing_pkgs(dir = "./", glob = "*.qmd") shell: Rscript {0} + + - name: Install NHSRpostcodetools + run: | + remotes::install_github("nhs-r-community/NHSRpostcodetools") + shell: Rscript {0} + + - name: Install NHSRpopulation + run: | + remotes::install_github("nhs-r-community/NHSRpopulation") + shell: Rscript {0} + + - name: Build site run: | From 7fe82263ef492468b580b29a8e0abab6d71213f9 Mon Sep 17 00:00:00 2001 From: Lextuga007 Date: Fri, 19 Apr 2024 18:31:36 +0100 Subject: [PATCH 28/45] Added GitHub PAT secrets to gh-action --- .github/workflows/quarto-publish.yml | 3 +++ 1 file changed, 3 insertions(+) diff --git a/.github/workflows/quarto-publish.yml b/.github/workflows/quarto-publish.yml index a4d6287..0c51740 100644 --- a/.github/workflows/quarto-publish.yml +++ b/.github/workflows/quarto-publish.yml @@ -27,6 +27,9 @@ jobs: name: github-pages url: ${{ steps.deployment.outputs.page_url }} runs-on: ubuntu-latest + check-renders: + env: + GITHUB_PAT: ${{ secrets.GH_PAT }} container: image: ghcr.io/dukestatsci/r_gh_actions:latest steps: From 0c5941ad8a3feefa7f187539a665482577cdcc3e Mon Sep 17 00:00:00 2001 From: Lextuga007 Date: Fri, 19 Apr 2024 21:07:47 +0100 Subject: [PATCH 29/45] Removed container in gh-action --- .github/workflows/quarto-publish.yml | 8 +++----- 1 file changed, 3 insertions(+), 5 deletions(-) diff --git a/.github/workflows/quarto-publish.yml b/.github/workflows/quarto-publish.yml index 0c51740..5418073 100644 --- a/.github/workflows/quarto-publish.yml +++ b/.github/workflows/quarto-publish.yml @@ -27,11 +27,9 @@ jobs: name: github-pages url: ${{ steps.deployment.outputs.page_url }} runs-on: ubuntu-latest - check-renders: - env: - GITHUB_PAT: ${{ secrets.GH_PAT }} - container: - image: ghcr.io/dukestatsci/r_gh_actions:latest + runs-on: ubuntu-latest + env: + GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }} steps: - uses: actions/checkout@v4 From 08cf68daba6b37366954836d0966c5f1f7e9d78e Mon Sep 17 00:00:00 2001 From: Lextuga007 Date: Fri, 19 Apr 2024 21:08:52 +0100 Subject: [PATCH 30/45] Removed duplicate line in gh-action --- .github/workflows/quarto-publish.yml | 1 - 1 file changed, 1 deletion(-) diff --git a/.github/workflows/quarto-publish.yml b/.github/workflows/quarto-publish.yml index 5418073..fc90c0c 100644 --- a/.github/workflows/quarto-publish.yml +++ b/.github/workflows/quarto-publish.yml @@ -27,7 +27,6 @@ jobs: name: github-pages url: ${{ steps.deployment.outputs.page_url }} runs-on: ubuntu-latest - runs-on: ubuntu-latest env: GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }} steps: From 2f0ad38ee617bbb64b380a1a6e3f44d58430f77a Mon Sep 17 00:00:00 2001 From: Lextuga007 Date: Fri, 19 Apr 2024 21:14:33 +0100 Subject: [PATCH 31/45] Moved order for gh-action --- .github/workflows/quarto-publish.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/quarto-publish.yml b/.github/workflows/quarto-publish.yml index fc90c0c..59649fc 100644 --- a/.github/workflows/quarto-publish.yml +++ b/.github/workflows/quarto-publish.yml @@ -26,9 +26,9 @@ jobs: environment: name: github-pages url: ${{ steps.deployment.outputs.page_url }} - runs-on: ubuntu-latest env: GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }} + runs-on: ubuntu-latest steps: - uses: actions/checkout@v4 From b01a14345b6b2b18ef92b06ff72036baed7299f3 Mon Sep 17 00:00:00 2001 From: Lextuga007 Date: Sat, 20 Apr 2024 18:04:09 +0100 Subject: [PATCH 32/45] Moved GITHUB_PAT in gh-action --- .github/workflows/quarto-publish.yml | 11 +++++++---- 1 file changed, 7 insertions(+), 4 deletions(-) diff --git a/.github/workflows/quarto-publish.yml b/.github/workflows/quarto-publish.yml index 59649fc..7d27ed3 100644 --- a/.github/workflows/quarto-publish.yml +++ b/.github/workflows/quarto-publish.yml @@ -26,9 +26,9 @@ jobs: environment: name: github-pages url: ${{ steps.deployment.outputs.page_url }} - env: - GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }} runs-on: ubuntu-latest + container: + image: ghcr.io/dukestatsci/r_gh_actions:latest steps: - uses: actions/checkout@v4 @@ -41,14 +41,17 @@ jobs: run: | remotes::install_github("nhs-r-community/NHSRpostcodetools") shell: Rscript {0} + env: + GITHUB_PAT: ${{ secrets.GH_PAT }} - name: Install NHSRpopulation run: | remotes::install_github("nhs-r-community/NHSRpopulation") shell: Rscript {0} - - + env: + GITHUB_PAT: ${{ secrets.GH_PAT }} + - name: Build site run: | quarto render From 7a79a12109a9c2eb6153a9da28cdab4fc3cd11fb Mon Sep 17 00:00:00 2001 From: Lextuga007 Date: Sat, 20 Apr 2024 18:07:32 +0100 Subject: [PATCH 33/45] Renamed GH_PAT to GITHUB_TOKEN --- .github/workflows/quarto-publish.yml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/quarto-publish.yml b/.github/workflows/quarto-publish.yml index 7d27ed3..cfc103c 100644 --- a/.github/workflows/quarto-publish.yml +++ b/.github/workflows/quarto-publish.yml @@ -42,14 +42,14 @@ jobs: remotes::install_github("nhs-r-community/NHSRpostcodetools") shell: Rscript {0} env: - GITHUB_PAT: ${{ secrets.GH_PAT }} + GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }} - name: Install NHSRpopulation run: | remotes::install_github("nhs-r-community/NHSRpopulation") shell: Rscript {0} env: - GITHUB_PAT: ${{ secrets.GH_PAT }} + GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }} - name: Build site From 09920142bdef8bba0cb4fdfd0a589d6e1a863cd4 Mon Sep 17 00:00:00 2001 From: Lextuga007 Date: Thu, 9 May 2024 09:16:01 +0100 Subject: [PATCH 34/45] Added peer groups information --- _quarto.yml | 1 + peer-groups.qmd | 19 +++++++++++++++++++ 2 files changed, 20 insertions(+) create mode 100644 peer-groups.qmd diff --git a/_quarto.yml b/_quarto.yml index ea8fcac..2a6db81 100644 --- a/_quarto.yml +++ b/_quarto.yml @@ -22,6 +22,7 @@ book: - intro.qmd - background_literature.qmd - nhs-number.qmd + - peer-groups.qmd - data_sources.qmd - public-health-profiles.qmd - imd.qmd diff --git a/peer-groups.qmd b/peer-groups.qmd new file mode 100644 index 0000000..03507e0 --- /dev/null +++ b/peer-groups.qmd @@ -0,0 +1,19 @@ +--- +title: "Peer Groups" +--- + +## Peer groups/Nearest Neighbour + +Comparing areas is a common analytical process but sometimes involve comparing geographically neighbouring areas which are not similar in population or demographics amongst other factors. +As a consequence of this CIPFA created a [Nearest Neighbour Model (England)](https://www.cipfa.org/services/cipfastats/nearest-neighbour-model) for Local Authorities: + +> Featuring 40 metrics using a wide range of social‐economic indicators, the tool is designed to help you to interpret results and deep dive into how the statistical distance between other authorities arises, enabling you to see how the statistical relationship between you and your neighbours has changed. + +Following local government boundary changes to local authority in 2023 this model is being updated and, as of May 2024 tools like the Office for Health Improvement and Disparities [Fingertips](https://fingertips.phe.org.uk/) moved to use the NHS England local authority peer groups for statistical neighbour comparisons. + +These calculations are generated using Python with the code is shared through the [ASC_LA_Peer_Groups](https://github.com/NHSDigital/ASC_LA_Peer_Groups) repository. +They are calculated by: + +> a metric of similarity (Euclidean distance) based on standardised, normalised input features from Census 2021 data, including population demographics such as age, ethnicity and educational attainment. + +The repository, although relying upon Python is useful in detailing the csv files and their locations that are used to build this calculation. \ No newline at end of file From f724b23b02cc9ac16cf9287b76104384de3b6786 Mon Sep 17 00:00:00 2001 From: Lextuga007 Date: Thu, 9 May 2024 18:04:42 +0100 Subject: [PATCH 35/45] Removed unused reference pages --- references.bib | 19 ------------------- references.qmd | 4 ---- 2 files changed, 23 deletions(-) delete mode 100644 references.bib delete mode 100644 references.qmd diff --git a/references.bib b/references.bib deleted file mode 100644 index 0220dbd..0000000 --- a/references.bib +++ /dev/null @@ -1,19 +0,0 @@ -@article{knuth84, - author = {Knuth, Donald E.}, - title = {Literate Programming}, - year = {1984}, - issue_date = {May 1984}, - publisher = {Oxford University Press, Inc.}, - address = {USA}, - volume = {27}, - number = {2}, - issn = {0010-4620}, - url = {https://doi.org/10.1093/comjnl/27.2.97}, - doi = {10.1093/comjnl/27.2.97}, - journal = {Comput. J.}, - month = may, - pages = {97–111}, - numpages = {15} -} - - diff --git a/references.qmd b/references.qmd deleted file mode 100644 index 925f7c4..0000000 --- a/references.qmd +++ /dev/null @@ -1,4 +0,0 @@ -# References {.unnumbered} - -::: {#refs} -::: From 641f405c4d573b5ebdeead2fbc6d043eb34818ac Mon Sep 17 00:00:00 2001 From: Lextuga007 Date: Thu, 9 May 2024 18:05:22 +0100 Subject: [PATCH 36/45] Tidied chapter headers and removed Quarto version --- data_sources.qmd | 29 +++++++++++++++-------------- index.qmd | 4 ++-- mapping.qmd | 5 ++--- peer-groups.qmd | 14 ++++---------- public-health-profiles.qmd | 4 ---- 5 files changed, 23 insertions(+), 33 deletions(-) diff --git a/data_sources.qmd b/data_sources.qmd index a676c0d..96aaacb 100644 --- a/data_sources.qmd +++ b/data_sources.qmd @@ -1,25 +1,26 @@ ---- -title: "Data Sources" ---- +# Data Sources -## Raw Data +## Raw data -### Indices of Multiple Deprivation (IMD) (2019) Data -(Ministry of Housing, Communities, and Local Government) -{target="_blank"} +### Indices of Multiple Deprivation (IMD) (2019) Data + +(Ministry of Housing, Communities, and Local Government)\ +[https://www.gov.uk/government/statistics/english-indices-of-deprivation-2019](https://www.gov.uk/government/statistics/english-indices-of-deprivation-2019){target="_blank"} ## Publicly Accessible Analysis & Dashboards -### PowerBI dashboard of NHS Acute Trust Catchment Populations -(Office for Health Improvement and Disparities) -[NHS Acute (Hospital) Trust Catchment Populations](https://app.powerbi.com/view?r=eyJrIjoiODZmNGQ0YzItZDAwZi00MzFiLWE4NzAtMzVmNTUwMThmMTVlIiwidCI6ImVlNGUxNDk5LTRhMzUtNGIyZS1hZDQ3LTVmM2NmOWRlODY2NiIsImMiOjh9){target="_blank"} +### PowerBI dashboard of NHS Acute Trust Catchment Populations + +(Office for Health Improvement and Disparities)\ +[NHS Acute (Hospital) Trust Catchment Populations](https://app.powerbi.com/view?r=eyJrIjoiODZmNGQ0YzItZDAwZi00MzFiLWE4NzAtMzVmNTUwMThmMTVlIiwidCI6ImVlNGUxNDk5LTRhMzUtNGIyZS1hZDQ3LTVmM2NmOWRlODY2NiIsImMiOjh9){target="_blank"} ## Dashboards requiring authentication ### Health Inequalities Improvement Programme Dashboard (getting access) -(NHS England) -[Health Inequalities Improvement Programme Dashboard (getting access)](https://future.nhs.uk/connect.ti/InequalitiesImprovement/view?objectID=42240816){target="_blank"} + +(NHS England)\ +[Health Inequalities Improvement Programme Dashboard (getting access)](https://future.nhs.uk/connect.ti/InequalitiesImprovement/view?objectID=42240816){target="_blank"} ### SHAPE Tool -(Department of Health and Social Care) -[SHAPE](https://app.shapeatlas.net/place){target="_blank"} + +(Department of Health and Social Care) [SHAPE](https://app.shapeatlas.net/place){target="_blank"} diff --git a/index.qmd b/index.qmd index 75648c0..14ada09 100644 --- a/index.qmd +++ b/index.qmd @@ -12,6 +12,6 @@ It is supported and enabled by: - [The Midlands and Lancashire Commissioning Support Unit](https://www.midlandsandlancashirecsu.nhs.uk/) -It is written using the [Quarto](https://quarto.org/) technical publishing system, currently v1.3.450. +It is written using the [Quarto](https://quarto.org/) technical publishing system. -If you would like to contribute or otherwise get involved in the project, please raise an issue on [GitHub](https://github.com/nhs-r-community/health-inequalities-notebook/issues), or make contact in the NHS-R Slack group. +If you would like to contribute or otherwise get involved in the project, please raise an issue on [GitHub](https://github.com/nhs-r-community/health-inequalities-notebook/issues), or make contact in the [NHS-R Slack group](https://nhsrcommunity.slack.com/). diff --git a/mapping.qmd b/mapping.qmd index b3efc66..b11a06c 100644 --- a/mapping.qmd +++ b/mapping.qmd @@ -4,7 +4,6 @@ title: "Mapping" # Centroid mapping -Sometimes you have a set of addresses but no way of mapping them. -The Office for National Statistics’ [Open Geography Portal](https://www.arcgis.com/home/item.html?id=0c32f51c86554abab67036f07d66d6f6) provides the centroids for all UK postcodes. +Sometimes you have a set of addresses but no way of mapping them. The Office for National Statistics’ [Open Geography Portal](https://www.arcgis.com/home/item.html?id=0c32f51c86554abab67036f07d66d6f6) provides the centroids for all UK postcodes. -Using R to get centroid information: https://www.trafforddatalab.io/recipes/gis/postcodes.html# \ No newline at end of file +Using R to get centroid information: diff --git a/peer-groups.qmd b/peer-groups.qmd index 03507e0..764e615 100644 --- a/peer-groups.qmd +++ b/peer-groups.qmd @@ -1,19 +1,13 @@ ---- -title: "Peer Groups" ---- +# Peer groups/Nearest Neighbour -## Peer groups/Nearest Neighbour - -Comparing areas is a common analytical process but sometimes involve comparing geographically neighbouring areas which are not similar in population or demographics amongst other factors. -As a consequence of this CIPFA created a [Nearest Neighbour Model (England)](https://www.cipfa.org/services/cipfastats/nearest-neighbour-model) for Local Authorities: +Comparing areas is a common analytical process but sometimes involve comparing geographically neighbouring areas which are not similar in population or demographics amongst other factors. As a consequence of this CIPFA created a [Nearest Neighbour Model (England)](https://www.cipfa.org/services/cipfastats/nearest-neighbour-model) for Local Authorities: > Featuring 40 metrics using a wide range of social‐economic indicators, the tool is designed to help you to interpret results and deep dive into how the statistical distance between other authorities arises, enabling you to see how the statistical relationship between you and your neighbours has changed. Following local government boundary changes to local authority in 2023 this model is being updated and, as of May 2024 tools like the Office for Health Improvement and Disparities [Fingertips](https://fingertips.phe.org.uk/) moved to use the NHS England local authority peer groups for statistical neighbour comparisons. -These calculations are generated using Python with the code is shared through the [ASC_LA_Peer_Groups](https://github.com/NHSDigital/ASC_LA_Peer_Groups) repository. -They are calculated by: +These calculations are generated using Python with the code is shared through the [ASC_LA_Peer_Groups](https://github.com/NHSDigital/ASC_LA_Peer_Groups) repository. They are calculated by: > a metric of similarity (Euclidean distance) based on standardised, normalised input features from Census 2021 data, including population demographics such as age, ethnicity and educational attainment. -The repository, although relying upon Python is useful in detailing the csv files and their locations that are used to build this calculation. \ No newline at end of file +The repository, although relying upon Python is useful in detailing the csv files and their locations that are used to build this calculation. diff --git a/public-health-profiles.qmd b/public-health-profiles.qmd index 5f0ce0c..5603021 100644 --- a/public-health-profiles.qmd +++ b/public-health-profiles.qmd @@ -1,7 +1,3 @@ ---- -title: "Public health profiles" ---- - # Profiles for England and Wales Commonly referred to as Fingertips Public Health data can be found through the [dashboard](https://fingertips.phe.org.uk/). From 13d97c9bc547a8ea4dba1512a9c594268eacf608 Mon Sep 17 00:00:00 2001 From: Lextuga007 Date: Thu, 9 May 2024 18:08:41 +0100 Subject: [PATCH 37/45] Updated gh-action to NHSR docker --- .github/workflows/quarto-publish.yml | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/.github/workflows/quarto-publish.yml b/.github/workflows/quarto-publish.yml index cfc103c..9d1f931 100644 --- a/.github/workflows/quarto-publish.yml +++ b/.github/workflows/quarto-publish.yml @@ -28,10 +28,15 @@ jobs: url: ${{ steps.deployment.outputs.page_url }} runs-on: ubuntu-latest container: - image: ghcr.io/dukestatsci/r_gh_actions:latest + image: ghcr.io/nhs-r-community/r_gh_actions:latest steps: - uses: actions/checkout@v4 + - uses: actions/cache@v4 + with: + key: packages + path: /usr/local/lib/R/site-library + - name: Install Missing Packages run: | missing = checklist::install_missing_pkgs(dir = "./", glob = "*.qmd") @@ -51,7 +56,6 @@ jobs: env: GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }} - - name: Build site run: | quarto render From fce396f1aaae5fd933270c18c90fab7b5ae285c1 Mon Sep 17 00:00:00 2001 From: Lextuga007 Date: Thu, 9 May 2024 18:14:01 +0100 Subject: [PATCH 38/45] Removed references.qmd from _quarto.yml --- _quarto.yml | 1 - 1 file changed, 1 deletion(-) diff --git a/_quarto.yml b/_quarto.yml index 2a6db81..1dced1e 100644 --- a/_quarto.yml +++ b/_quarto.yml @@ -28,7 +28,6 @@ book: - imd.qmd - idd-aut.qmd - mapping.qmd - - references.qmd repo-url: https://github.com/nhs-r-community/health-inequalities-notebook repo-branch: main From ba84d6da20ee8cae62d38bdd9a2c64ed91d791cc Mon Sep 17 00:00:00 2001 From: Lextuga007 Date: Thu, 9 May 2024 18:18:09 +0100 Subject: [PATCH 39/45] Removed bibliography from _quarto.yml --- _quarto.yml | 3 --- 1 file changed, 3 deletions(-) diff --git a/_quarto.yml b/_quarto.yml index 1dced1e..ea1d3ed 100644 --- a/_quarto.yml +++ b/_quarto.yml @@ -32,9 +32,6 @@ book: repo-url: https://github.com/nhs-r-community/health-inequalities-notebook repo-branch: main repo-actions: [edit, issue] - - -bibliography: references.bib format: html: From 2fbe615c34a06abc2d9587a98ae70c359d869091 Mon Sep 17 00:00:00 2001 From: Lextuga007 Date: Thu, 9 May 2024 18:34:30 +0100 Subject: [PATCH 40/45] Removed _book folder from version control --- .gitignore | 1 + _book/CODE_OF_CONDUCT.md | 77 - _book/background_literature.html | 632 ----- _book/data_sources.html | 658 ------ _book/idd-aut.html | 649 ----- _book/imd.html | 828 ------- _book/index.html | 646 ----- _book/intro.html | 668 ------ _book/mapping.html | 628 ----- _book/references.html | 635 ----- _book/search.json | 222 -- _book/site_libs/bootstrap/bootstrap-icons.css | 2078 ----------------- .../site_libs/bootstrap/bootstrap-icons.woff | Bin 176200 -> 0 bytes _book/site_libs/bootstrap/bootstrap.min.css | 12 - _book/site_libs/bootstrap/bootstrap.min.js | 7 - _book/site_libs/clipboard/clipboard.min.js | 7 - _book/site_libs/quarto-html/anchor.min.js | 9 - _book/site_libs/quarto-html/popper.min.js | 6 - .../quarto-syntax-highlighting.css | 203 -- _book/site_libs/quarto-html/quarto.js | 899 ------- _book/site_libs/quarto-html/tippy.css | 1 - _book/site_libs/quarto-html/tippy.umd.min.js | 2 - _book/site_libs/quarto-nav/headroom.min.js | 7 - _book/site_libs/quarto-nav/quarto-nav.js | 288 --- .../quarto-search/autocomplete.umd.js | 3 - _book/site_libs/quarto-search/fuse.min.js | 9 - .../site_libs/quarto-search/quarto-search.js | 1247 ---------- 27 files changed, 1 insertion(+), 10421 deletions(-) delete mode 100644 _book/CODE_OF_CONDUCT.md delete mode 100644 _book/background_literature.html delete mode 100644 _book/data_sources.html delete mode 100644 _book/idd-aut.html delete mode 100644 _book/imd.html delete mode 100644 _book/index.html delete mode 100644 _book/intro.html delete mode 100644 _book/mapping.html delete mode 100644 _book/references.html delete mode 100644 _book/search.json delete mode 100644 _book/site_libs/bootstrap/bootstrap-icons.css delete mode 100644 _book/site_libs/bootstrap/bootstrap-icons.woff delete mode 100644 _book/site_libs/bootstrap/bootstrap.min.css delete mode 100644 _book/site_libs/bootstrap/bootstrap.min.js delete mode 100644 _book/site_libs/clipboard/clipboard.min.js delete mode 100644 _book/site_libs/quarto-html/anchor.min.js delete mode 100644 _book/site_libs/quarto-html/popper.min.js delete mode 100644 _book/site_libs/quarto-html/quarto-syntax-highlighting.css delete mode 100644 _book/site_libs/quarto-html/quarto.js delete mode 100644 _book/site_libs/quarto-html/tippy.css delete mode 100644 _book/site_libs/quarto-html/tippy.umd.min.js delete mode 100644 _book/site_libs/quarto-nav/headroom.min.js delete mode 100644 _book/site_libs/quarto-nav/quarto-nav.js delete mode 100644 _book/site_libs/quarto-search/autocomplete.umd.js delete mode 100644 _book/site_libs/quarto-search/fuse.min.js delete mode 100644 _book/site_libs/quarto-search/quarto-search.js diff --git a/.gitignore b/.gitignore index cba43cc..cf5364a 100644 --- a/.gitignore +++ b/.gitignore @@ -4,3 +4,4 @@ .Ruserdata /.quarto/ +/_book/ diff --git a/_book/CODE_OF_CONDUCT.md b/_book/CODE_OF_CONDUCT.md deleted file mode 100644 index 84134fa..0000000 --- a/_book/CODE_OF_CONDUCT.md +++ /dev/null @@ -1,77 +0,0 @@ -# Contributor Covenant Code of Conduct {#CoC} - -## Our Pledge - -We as members, contributors, and leaders pledge to make participation in our community a harassment-free experience for everyone, regardless of age, body size, visible or invisible disability, ethnicity, sex characteristics, gender identity and expression, level of experience, education, socio-economic status, nationality, personal appearance, race, caste, color, religion, or sexual identity and orientation. - -We pledge to act and interact in ways that contribute to an open, welcoming, diverse, inclusive, and healthy community. - -## Our Standards - -Examples of behavior that contributes to a positive environment for our community include: - -- Demonstrating empathy and kindness toward other people -- Being respectful of differing opinions, viewpoints, and experiences -- Giving and gracefully accepting constructive feedback -- Accepting responsibility and apologizing to those affected by our mistakes, and learning from the experience -- Focusing on what is best not just for us as individuals, but for the overall community - -Examples of unacceptable behavior include: - -- The use of sexualized language or imagery, and sexual attention or advances of any kind -- Trolling, insulting or derogatory comments, and personal or political attacks -- Public or private harassment -- Publishing others' private information, such as a physical or email address, without their explicit permission -- Other conduct which could reasonably be considered inappropriate in a professional setting - -## Enforcement Responsibilities - -Community leaders are responsible for clarifying and enforcing our standards of acceptable behavior and will take appropriate and fair corrective action in response to any behavior that they deem inappropriate, threatening, offensive, or harmful. - -Community leaders have the right and responsibility to remove, edit, or reject comments, commits, code, wiki edits, issues, and other contributions that are not aligned to this Code of Conduct, and will communicate reasons for moderation decisions when appropriate. - -## Scope - -This Code of Conduct applies within all community spaces, and also applies when an individual is officially representing the community in public spaces. Examples of representing our community include using an official e-mail address, posting via an official social media account, or acting as an appointed representative at an online or offline event. - -## Enforcement - -Instances of abusive, harassing, or otherwise unacceptable behavior may be reported to the community leaders responsible for enforcement at nhs.rcommunity\@nhs.net. All complaints will be reviewed and investigated promptly and fairly. - -All community leaders are obligated to respect the privacy and security of the reporter of any incident. - -## Enforcement Guidelines - -Community leaders will follow these Community Impact Guidelines in determining the consequences for any action they deem in violation of this Code of Conduct: - -### 1. Correction - -**Community Impact**: Use of inappropriate language or other behavior deemed unprofessional or unwelcome in the community. - -**Consequence**: A private, written warning from community leaders, providing clarity around the nature of the violation and an explanation of why the behavior was inappropriate. A public apology may be requested. - -### 2. Warning - -**Community Impact**: A violation through a single incident or series of actions. - -**Consequence**: A warning with consequences for continued behavior. No interaction with the people involved, including unsolicited interaction with those enforcing the Code of Conduct, for a specified period of time. This includes avoiding interactions in community spaces as well as external channels like social media. Violating these terms may lead to a temporary or permanent ban. - -### 3. Temporary Ban - -**Community Impact**: A serious violation of community standards, including sustained inappropriate behavior. - -**Consequence**: A temporary ban from any sort of interaction or public communication with the community for a specified period of time. No public or private interaction with the people involved, including unsolicited interaction with those enforcing the Code of Conduct, is allowed during this period. Violating these terms may lead to a permanent ban. - -### 4. Permanent Ban - -**Community Impact**: Demonstrating a pattern of violation of community standards, including sustained inappropriate behavior, harassment of an individual, or aggression toward or disparagement of classes of individuals. - -**Consequence**: A permanent ban from any sort of public interaction within the community. - -## Attribution - -This Code of Conduct is adapted from the [Contributor Covenant](https://www.contributor-covenant.org), version 2.1, available at . - -Community Impact Guidelines were inspired by \[Mozilla's code of conduct enforcement ladder\]\[https://github.com/mozilla/inclusion\]. - -For answers to common questions about this code of conduct, see the FAQ at . Translations are available at . diff --git a/_book/background_literature.html b/_book/background_literature.html deleted file mode 100644 index a7fdb0c..0000000 --- a/_book/background_literature.html +++ /dev/null @@ -1,632 +0,0 @@ - - - - - - - - - -Health Inequalities Book - 2  Background Literature - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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2  Background Literature

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Health Inequalities is a large subject. This page presents existing literature which may be helpful and of interest to anyone wanting to learn more. The titles below are listed in chronological order, by publishing date.

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(2010) Fair Society, Healthy Lives (The Marmot Review)
-In November 2008, Professor Sir Michael Marmot was asked by the then Secretary of State for Health to chair an independent review to propose the most effective evidence-based strategies for reducing health inequalities in England from 2010.

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(2017) The Lammy Review
-An independent review into the treatment of, and outcomes for, Black, Asian and Minority Ethnic individuals in the Criminal Justice System

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2020) The Marmot Review 10 years on
-The Health Foundation commissioned the Institute of Health Equity to examine progress in addressing health inequalities in England, 10 years on from the landmark study Fair Society, Healthy Lives (The Marmot Review).

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(2021) Socio-economic inequalities in access to planned hospital care: causes and consequences
-Tacking inequalities in health is a long-standing NHS policy objective. Variation in the experiences and outcomes of different communities during the COVID-19 pandemic served to bring this issue back into focus.

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(2022) Strategies to reduce Inequalities in access to planned hospital care
-The report is primarily aimed at integrated care board (ICB) members. Is addressing inequities in planned hospital care a priority for your organisation? If it is, then we hope this report will help. How much additional care, and of what type, would be required to ‘level-up’ access to planned hospital procedures? Is levelling-up the only solution? What interventions exist that might help reduce inequities? How might an ICB go about setting its strategy? And once set, how should the strategy be monitored?

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(2022) Briefing note for Integrated Care Boards on legal duties in respect of reducing inequalities
-(2022) Ethics Review for Integrated Care Boards
-Deciding to do more for certain groups (and therefore, when resources are finite, almost certainly less for others) in the interests of equity is not a technocratic exercise – it involves value judgements and fundamental questions of decision-making legitimacy. It also involves a full appreciation of legal duties. To try to help ICBs and others in taking the insights from these Strategy Unit reports into action, we have commissioned some further perspectives on the possible strategies we have described to reduce inequalities in access to planned hospital care. The first of these - this publication from colleagues at Hill Dickinson - starts with an up-to-date overview of the legal duties placed upon ICB decision makers in relation to reducing inequalities and then considers the range of possible strategies proposed in our report from that legal perspective.

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(2023) NHS England’s statement on information on health inequalities (duty under section 13SA of the National Health Service Act 2006) Integrated care boards, trusts and foundation trusts should use this statement to identify key information on health inequalities and set out how they have responded to it in annual reports.

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3.1 Raw Data

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3.1.1 Indices of Multiple Deprivation (IMD) (2019) Data

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(Ministry of Housing, Communities, and Local Government)
-https://www.gov.uk/government/statistics/english-indices-of-deprivation-2019

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3.2 Publicly Accessible Analysis & Dashboards

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3.2.1 PowerBI dashboard of NHS Acute Trust Catchment Populations

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(Office for Health Improvement and Disparities)
-NHS Acute (Hospital) Trust Catchment Populations

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3.3 Dashboards requiring authentication

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3.3.1 Health Inequalities Improvement Programme Dashboard (getting access)

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(NHS England)
-Health Inequalities Improvement Programme Dashboard (getting access)

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5  Intellectual Developmental Disability (IDD), Learning Disablity (LD), Autism and ADHD

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5.1 Referral to services versus flags

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These details may be recorded, particularly in Provider organisations, although the person may not have referrals or be seen by services specific to these areas. When this occurs the data is often referred to a “flag” and is a binary record.

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5.2 Registers

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GPs have registers of patients for certain conditions to identify them including a learning disability register. The data recorded in these registers may differ from other services in health and social care because there won’t necessarily be a link.

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5.3 Provider Trusts

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Some Provider Trusts provide services for diagnosis and support, usually these are Mental Health Trusts, so identification of patients can sometimes be through these services. However, depending on the medical needs of the patient it may be that they are known to the Trust but are not in and never have been in that organisation’s specialist services.

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Consequently, identifying the cohort of patients that are in these categories may need to be from various sources depending on how data is collected within the Trust’s clinical systems.

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5.4 Problems with flags

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Many clinical systems rely upon binary flags to identify certain groups and this can be problematic for analysts and data scientists as it doesn’t necessarily show the date or any changes to these flags. The reasoning behind the switching on of a flag may be recorded, but this is likely to be in text within notes and can vary in how it is written, as well as how consistently this is recorded.

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If a flag determines more than one category then this can also obscure data, for example Male and Female with a flag for Female does not mean that without the flag everyone is Male because there is no option for Not declared or Unknown amongst other categories.

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5.5 NHS England

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National guidance to support integrated care boards to commission acute mental health inpatient services for adults with a learning disability and autistic adults

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5 Index of Multiple Deprivation

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The latest available IMD data for England is from 2019.

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IMD is very useful for categorising the area a person lives in for deprivation. Deprivation is by country and do not include the other nations. Deciles are the most commonly used way of referring to IMD and are taken from the scores which are ordered and then cut into 10. For deciles the 1 is the most deprived area and 10 is the least deprived.

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Wikipedia link
-English IMD 2015 - Guidance

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6 Finding the IMD for an address

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To get IMD scores or deciles for a local data a join will be needed to the postcode table (like a directory of postcodes) found:

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https://digital.nhs.uk/services/organisation-data-service/data-downloads/ods-postcode-files

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and then to the IMD data:

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https://www.gov.uk/government/statistics/english-indices-of-deprivation-2019

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  • Select File 7 for the dataset.
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Other data is available from this dataset including IDAOPI which relates to only older people.

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Note that the column headers change, in 2015 it was LADistrictCode2013 and in 2019 it is LADistrictCode2019. Also LADistrictName2013 has become LADistrictName2019.

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6.0.1 Postcode spaces

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Postcode lengths vary in original data depending on whether one or two spaces are used between the parts. Consequently, it is always better when joining by postcodes to remove the spaces altogether.

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In SQL this would be with the code:

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REPLACE(postcode, ' ', '')

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in R it can be

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postcode <- "NG16 1AA"
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-# base R
-gsub(" ","",postcode)
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[1] "NG161AA"
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# {stringr} also available in {tidyverse}
-stringr::str_remove(postcode, " ")
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6.0.2 Partial postcodes

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Partial postcodes are sometimes provided to protect the data and may be the first part (before spaces) and 1 or 2 characters from the second part. This will not give a sufficiently reliable IMD score.

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7 Example join code (SQL)

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To get the IMD score the LSOA (Lower Super Output Area) code is required which is taken from the full postcode.

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This code will not run and is dependent on the naming conventions of the SQL server. The column names of LSOA11 and LSOAcode2011 will have come from the data sources. The column PostCode_space has been added to the original data.

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SELECT imd.*
-FROM DIM_AI.PatientData AS p
-LEFT JOIN DIM_AI.PostCodes AS pc ON p.PostCode = pc.PostCode_space
-LEFT JOIN DIM_AI.IMD AS i ON pc.PC.LSOA11 = i.LSOAcode2011
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8 Creating quintiles

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To be able to join to the data scores will need to be put into quintiles (group of 5) rather than deciles (group of 10).

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8.0.1 Quintiles in SQL

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SELECT DISTINCT IMDDecile,
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8.0.2 Quintiles in R

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# Generate a dataset
-data <- structure(list(IMDDecile = c(0L, 1L, 2L, 3L, 4L, 5L, 6L, 7L, 
-8L, 9L, 10L, NA)), row.names = c(NA, -12L), class = c("tbl_df", 
-"tbl", "data.frame"))
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-# Make the 0 generated into NA
-data |> 
-  replace_na(list(IMDDecile = 0)) |> 
-  mutate(IMDQuintile = floor((IMDDecile-1)/2) + 1,
-         IMDQuintile = as.character(IMDQuintile)
-         )
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# A tibble: 12 × 2
-   IMDDecile IMDQuintile
-       <int> <chr>      
- 1         0 0          
- 2         1 1          
- 3         2 1          
- 4         3 2          
- 5         4 2          
- 6         5 3          
- 7         6 3          
- 8         7 4          
- 9         8 4          
-10         9 5          
-11        10 5          
-12         0 0          
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9 Creating local IMDs

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In areas like Nottingham/Nottinghamshire the differences between the LSOA areas is diminished when ranked against England as a whole, but when ranked locally, the variation is much more pronounced. It is possible to take the original scores and apply deciles or quintiles to those scores in order to create a local IMD. Packages like {NHSRpopulations} has code on how to create this in the vignette.

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9.1 Local IMD creation in SQL

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To apply a rank use the windows partition function ROW_NUMBER() OVER(ORDER BY IMDRank) to create a new ranking score and NTILE(10) OVER (ORDER BY IMDRank) to create new deciles.

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9.2 Local IMD creation in R

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library(tidyverse)
-library(PostcodesioR)
-library(NHSRpostcodetools) # installed from GitHub not CRAN
-library(NHSRpopulation)
-library(janitor)
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-# Generate random example postcodes
-postcodes <- purrr::map_chr(
-  1:10,
-  .f = ~PostcodesioR::random_postcode() |> 
-    purrr::pluck(1) 
-) |> 
-  as_tibble()
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-pc_imd <- NHSRpostcodetools::postcode_data_join(.data = postcodes$value) |> 
-  select(postcode,
-         lsoa_code) |> 
-  left_join(NHSRpopulation::imd |> 
-              select(lsoa_code,
-                     imd_score,
-                     imd_decile), join_by(lsoa_code == lsoa_code)) |> 
-   mutate(imd_decile_local = ntile(-imd_score, n = 10)) # creating new deciles from the data provided
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11 Referencing IMD in a paper or research

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11.1 Suggested citation text

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Ministry of Housing, Communities and Local Government. English Indices of Deprivation 2015. https://www.gov.uk/government/statistics/english-indices-of-deprivation-2019 (Accessed 22 January 2022)

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Health Inequalities Book

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MSDN Collaboration Group

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March 7, 2024

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Welcome

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This book is an open-source collaborative project being run by NHS and Social Care staff mostly from the UK Midlands region.

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It is supported and enabled by:

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It is written using the Quarto technical publishing system, currently v1.3.450.

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If you would like to contribute or otherwise get involved in the project, please raise an issue on GitHub, or make contact in the NHS-R Slack group.

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1  Introduction (from README)

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This project is a collection of information and knowledge related to analytical work on “Health Inequalities”, as performed in the NHS and the wider UK Health and Social Care sector.

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1.1 Aim

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The aim of the project is to collect together information that is helpful and relevant to analysts doing work in this space. By doing this, the project will:

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  1. Become a “Body of Knowledge”, and a quick reference for analysts.

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  3. Share ideas and approaches which analysts can use in their own work, lowering the barrier to entry into this work, and encouraging broader and deeper analytical participation for the benefit of patients.

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  5. Share public examples of previous work, to support conversations with stakeholders during the specification stage of a health inequalities project.

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  7. Foster open-source collaboration in an area of public benefit, in line with recommendations from the Goldacre Review, and the NHS Digital Sevice Manual.

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1.2 Who is the audience?

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The scope is very large, and analysts working in this space come from different types of organisations. For example:

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  • Integrated Care Boards (ICBs). Analysts with less access to patient-level data, but with access to information from multiple organisations in a region, and with more context about regional populations, links to public health organisations, and local government.

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  • NHS “centre”. Analysts from NHS Regions or NHS England who work with government on broad health inequalities intervention planning (for example those working on the Core20PLUS5 programme).

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  • Public Health analysts. Analysts who may be working in Local Authorities or in Government Civil Service bodies who work with Public Health data.

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The project is organic, and will be taken in the direction that contributors. Some of the information may be relevant to only certain areas but one of the issues we face, as analysts, new and old is that this information is hidden. It may be that one area does something different but sharing this can influence how others collect and analyse their data.

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This is a call to action for contributors to involve themselves in the project! Please get involved if you work in this space, can see a gap, or want to steer the direction of this project.

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1.3 Contributing

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Please see our guidance on how to contribute.

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This project is released with a Code of Conduct. By contributing to this project, you agree to abide by its terms.

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The simplest way to contribute is to raise an issue detailing the feature or functionality you would like to see added, or any unexpected behaviour or bugs you have experienced.

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1.4 Comments and notations

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This book can receive comments via giscus which is available at the bottom of each page and will require a GitHub account to comment on.

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Each page can also receive notations through hypothes.is and this can be found at the top right of every page. It is an overlay so can be seen even when you scroll down the page. To comment you will need to sign in to a hypothes.is account.

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Details on how these have been used in the Quarto book can be found through the Quarto documentation.

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7 Centroid mapping

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Sometimes you have a set of addresses but no way of mapping them. The Office for National Statistics’ Open Geography Portal provides the centroids for all UK postcodes.

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Using R to get centroid information: https://www.trafforddatalab.io/recipes/gis/postcodes.html#

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- - - - - \ No newline at end of file diff --git a/_book/search.json b/_book/search.json deleted file mode 100644 index 5b5bfaa..0000000 --- a/_book/search.json +++ /dev/null @@ -1,222 +0,0 @@ -[ - { - "objectID": "index.html", - "href": "index.html", - "title": "Health Inequalities Book", - "section": "", - "text": "Welcome\nThis book is an open-source collaborative project being run by NHS and Social Care staff mostly from the UK Midlands region.\nIt is supported and enabled by:\n\nThe NHS-R Community\nThe Midlands Decision Support Network\nThe Strategy Unit\nThe Midlands and Lancashire Commissioning Support Unit\n\nIt is written using the Quarto technical publishing system, currently v1.3.450.\nIf you would like to contribute or otherwise get involved in the project, please raise an issue on GitHub, or make contact in the NHS-R Slack group.", - "crumbs": [ - "Welcome" - ] - }, - { - "objectID": "intro.html", - "href": "intro.html", - "title": "1  Introduction (from README)", - "section": "", - "text": "1.1 Aim\nThe aim of the project is to collect together information that is helpful and relevant to analysts doing work in this space. By doing this, the project will:", - "crumbs": [ - "1  Introduction (from README)" - ] - }, - { - "objectID": "intro.html#aim", - "href": "intro.html#aim", - "title": "1  Introduction (from README)", - "section": "", - "text": "Become a “Body of Knowledge”, and a quick reference for analysts.\nShare ideas and approaches which analysts can use in their own work, lowering the barrier to entry into this work, and encouraging broader and deeper analytical participation for the benefit of patients.\nShare public examples of previous work, to support conversations with stakeholders during the specification stage of a health inequalities project.\nFoster open-source collaboration in an area of public benefit, in line with recommendations from the Goldacre Review, and the NHS Digital Sevice Manual.", - "crumbs": [ - "1  Introduction (from README)" - ] - }, - { - "objectID": "intro.html#who-is-the-audience", - "href": "intro.html#who-is-the-audience", - "title": "1  Introduction (from README)", - "section": "1.2 Who is the audience?", - "text": "1.2 Who is the audience?\nThe scope is very large, and analysts working in this space come from different types of organisations. For example:\n\nProvider trusts. Analysts with good access to patient-level data who can use their analyses to provide practical decision-support to people directly running services that patients use.\nIntegrated Care Boards (ICBs). Analysts with less access to patient-level data, but with access to information from multiple organisations in a region, and with more context about regional populations, links to public health organisations, and local government.\nNHS “centre”. Analysts from NHS Regions or NHS England who work with government on broad health inequalities intervention planning (for example those working on the Core20PLUS5 programme).\nPublic Health analysts. Analysts who may be working in Local Authorities or in Government Civil Service bodies who work with Public Health data.\n\nThe project is organic, and will be taken in the direction that contributors. Some of the information may be relevant to only certain areas but one of the issues we face, as analysts, new and old is that this information is hidden. It may be that one area does something different but sharing this can influence how others collect and analyse their data.\nThis is a call to action for contributors to involve themselves in the project! Please get involved if you work in this space, can see a gap, or want to steer the direction of this project.", - "crumbs": [ - "1  Introduction (from README)" - ] - }, - { - "objectID": "intro.html#contributing", - "href": "intro.html#contributing", - "title": "1  Introduction (from README)", - "section": "1.3 Contributing", - "text": "1.3 Contributing\nPlease see our guidance on how to contribute.\nThis project is released with a Code of Conduct. By contributing to this project, you agree to abide by its terms.\nThe simplest way to contribute is to raise an issue detailing the feature or functionality you would like to see added, or any unexpected behaviour or bugs you have experienced.", - "crumbs": [ - "1  Introduction (from README)" - ] - }, - { - "objectID": "intro.html#comments-and-notations", - "href": "intro.html#comments-and-notations", - "title": "1  Introduction (from README)", - "section": "1.4 Comments and notations", - "text": "1.4 Comments and notations\nThis book can receive comments via giscus which is available at the bottom of each page and will require a GitHub account to comment on.\nEach page can also receive notations through hypothes.is and this can be found at the top right of every page. It is an overlay so can be seen even when you scroll down the page. To comment you will need to sign in to a hypothes.is account.\nDetails on how these have been used in the Quarto book can be found through the Quarto documentation.", - "crumbs": [ - "1  Introduction (from README)" - ] - }, - { - "objectID": "intro.html#related-projects", - "href": "intro.html#related-projects", - "title": "1  Introduction (from README)", - "section": "1.5 Related projects", - "text": "1.5 Related projects\nThis project has complementary R package projects within NHS-R Community, which are also open to contribution:\n{NHSRpopulation} - An R package to access the Index of Multiple Deprivation API.\n{NHSRpostcodetools} - This is a package of useful functions related to working with Postcodes.", - "crumbs": [ - "1  Introduction (from README)" - ] - }, - { - "objectID": "background_literature.html", - "href": "background_literature.html", - "title": "2  Background Literature", - "section": "", - "text": "Health Inequalities is a large subject. This page presents existing literature which may be helpful and of interest to anyone wanting to learn more. The titles below are listed in chronological order, by publishing date.\n(2010) Fair Society, Healthy Lives (The Marmot Review)\nIn November 2008, Professor Sir Michael Marmot was asked by the then Secretary of State for Health to chair an independent review to propose the most effective evidence-based strategies for reducing health inequalities in England from 2010.\n(2017) The Lammy Review\nAn independent review into the treatment of, and outcomes for, Black, Asian and Minority Ethnic individuals in the Criminal Justice System\n2020) The Marmot Review 10 years on\nThe Health Foundation commissioned the Institute of Health Equity to examine progress in addressing health inequalities in England, 10 years on from the landmark study Fair Society, Healthy Lives (The Marmot Review).\n(2021) Socio-economic inequalities in access to planned hospital care: causes and consequences\nTacking inequalities in health is a long-standing NHS policy objective. Variation in the experiences and outcomes of different communities during the COVID-19 pandemic served to bring this issue back into focus.\n(2022) Strategies to reduce Inequalities in access to planned hospital care\nThe report is primarily aimed at integrated care board (ICB) members. Is addressing inequities in planned hospital care a priority for your organisation? If it is, then we hope this report will help. How much additional care, and of what type, would be required to ‘level-up’ access to planned hospital procedures? Is levelling-up the only solution? What interventions exist that might help reduce inequities? How might an ICB go about setting its strategy? And once set, how should the strategy be monitored?\n(2022) Briefing note for Integrated Care Boards on legal duties in respect of reducing inequalities\n(2022) Ethics Review for Integrated Care Boards\nDeciding to do more for certain groups (and therefore, when resources are finite, almost certainly less for others) in the interests of equity is not a technocratic exercise – it involves value judgements and fundamental questions of decision-making legitimacy. It also involves a full appreciation of legal duties. To try to help ICBs and others in taking the insights from these Strategy Unit reports into action, we have commissioned some further perspectives on the possible strategies we have described to reduce inequalities in access to planned hospital care. The first of these - this publication from colleagues at Hill Dickinson - starts with an up-to-date overview of the legal duties placed upon ICB decision makers in relation to reducing inequalities and then considers the range of possible strategies proposed in our report from that legal perspective.\n(2023) NHS England’s statement on information on health inequalities (duty under section 13SA of the National Health Service Act 2006) Integrated care boards, trusts and foundation trusts should use this statement to identify key information on health inequalities and set out how they have responded to it in annual reports.", - "crumbs": [ - "2  Background Literature" - ] - }, - { - "objectID": "data_sources.html", - "href": "data_sources.html", - "title": "3  Data Sources", - "section": "", - "text": "3.1 Raw Data", - "crumbs": [ - "3  Data Sources" - ] - }, - { - "objectID": "data_sources.html#raw-data", - "href": "data_sources.html#raw-data", - "title": "3  Data Sources", - "section": "", - "text": "3.1.1 Indices of Multiple Deprivation (IMD) (2019) Data\n(Ministry of Housing, Communities, and Local Government)\nhttps://www.gov.uk/government/statistics/english-indices-of-deprivation-2019", - "crumbs": [ - "3  Data Sources" - ] - }, - { - "objectID": "data_sources.html#publicly-accessible-analysis-dashboards", - "href": "data_sources.html#publicly-accessible-analysis-dashboards", - "title": "3  Data Sources", - "section": "3.2 Publicly Accessible Analysis & Dashboards", - "text": "3.2 Publicly Accessible Analysis & Dashboards\n\n3.2.1 PowerBI dashboard of NHS Acute Trust Catchment Populations\n(Office for Health Improvement and Disparities)\nNHS Acute (Hospital) Trust Catchment Populations", - "crumbs": [ - "3  Data Sources" - ] - }, - { - "objectID": "data_sources.html#dashboards-requiring-authentication", - "href": "data_sources.html#dashboards-requiring-authentication", - "title": "3  Data Sources", - "section": "3.3 Dashboards requiring authentication", - "text": "3.3 Dashboards requiring authentication\n\n3.3.1 Health Inequalities Improvement Programme Dashboard (getting access)\n(NHS England)\nHealth Inequalities Improvement Programme Dashboard (getting access)", - "crumbs": [ - "3  Data Sources" - ] - }, - { - "objectID": "imd.html", - "href": "imd.html", - "title": "4  Index of Multiple Deprivation (IMD)", - "section": "", - "text": "5 Index of Multiple Deprivation\nThe latest available IMD data for England is from 2019.\nIMD is very useful for categorising the area a person lives in for deprivation. Deprivation is by country and do not include the other nations. Deciles are the most commonly used way of referring to IMD and are taken from the scores which are ordered and then cut into 10. For deciles the 1 is the most deprived area and 10 is the least deprived.\nWikipedia link\nEnglish IMD 2015 - Guidance", - "crumbs": [ - "4  Index of Multiple Deprivation (IMD)" - ] - }, - { - "objectID": "imd.html#local-imd-creation-in-sql", - "href": "imd.html#local-imd-creation-in-sql", - "title": "4  Index of Multiple Deprivation (IMD)", - "section": "9.1 Local IMD creation in SQL", - "text": "9.1 Local IMD creation in SQL\nTo apply a rank use the windows partition function ROW_NUMBER() OVER(ORDER BY IMDRank) to create a new ranking score and NTILE(10) OVER (ORDER BY IMDRank) to create new deciles.", - "crumbs": [ - "4  Index of Multiple Deprivation (IMD)" - ] - }, - { - "objectID": "imd.html#local-imd-creation-in-r", - "href": "imd.html#local-imd-creation-in-r", - "title": "4  Index of Multiple Deprivation (IMD)", - "section": "9.2 Local IMD creation in R", - "text": "9.2 Local IMD creation in R\n\nlibrary(tidyverse)\nlibrary(PostcodesioR)\nlibrary(NHSRpostcodetools) # installed from GitHub not CRAN\nlibrary(NHSRpopulation)\nlibrary(janitor)\n\n# Generate random example postcodes\npostcodes <- purrr::map_chr(\n 1:10,\n .f = ~PostcodesioR::random_postcode() |> \n purrr::pluck(1) \n) |> \n as_tibble()\n\npc_imd <- NHSRpostcodetools::postcode_data_join(.data = postcodes$value) |> \n select(postcode,\n lsoa_code) |> \n left_join(NHSRpopulation::imd |> \n select(lsoa_code,\n imd_score,\n imd_decile), join_by(lsoa_code == lsoa_code)) |> \n mutate(imd_decile_local = ntile(-imd_score, n = 10)) # creating new deciles from the data provided", - "crumbs": [ - "4  Index of Multiple Deprivation (IMD)" - ] - }, - { - "objectID": "imd.html#suggested-citation-text", - "href": "imd.html#suggested-citation-text", - "title": "4  Index of Multiple Deprivation (IMD)", - "section": "11.1 Suggested citation text", - "text": "11.1 Suggested citation text\nMinistry of Housing, Communities and Local Government. English Indices of Deprivation 2015. https://www.gov.uk/government/statistics/english-indices-of-deprivation-2019 (Accessed 22 January 2022)", - "crumbs": [ - "4  Index of Multiple Deprivation (IMD)" - ] - }, - { - "objectID": "idd-aut.html", - "href": "idd-aut.html", - "title": "5  Intellectual Developmental Disability (IDD), Learning Disablity (LD), Autism and ADHD", - "section": "", - "text": "5.1 Referral to services versus flags\nThese details may be recorded, particularly in Provider organisations, although the person may not have referrals or be seen by services specific to these areas. 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The data recorded in these registers may differ from other services in health and social care because there won’t necessarily be a link.", - "crumbs": [ - "5  Intellectual Developmental Disability (IDD), Learning Disablity (LD), Autism and ADHD" - ] - }, - { - "objectID": "idd-aut.html#provider-trusts", - "href": "idd-aut.html#provider-trusts", - "title": "5  Intellectual Developmental Disability (IDD), Learning Disablity (LD), Autism and ADHD", - "section": "5.3 Provider Trusts", - "text": "5.3 Provider Trusts\nSome Provider Trusts provide services for diagnosis and support, usually these are Mental Health Trusts, so identification of patients can sometimes be through these services. However, depending on the medical needs of the patient it may be that they are known to the Trust but are not in and never have been in that organisation’s specialist services.\nConsequently, identifying the cohort of patients that are in these categories may need to be from various sources depending on how data is collected within the Trust’s clinical systems.", - "crumbs": [ - "5  Intellectual Developmental Disability (IDD), Learning Disablity (LD), Autism and ADHD" - ] - }, - { - "objectID": "idd-aut.html#problems-with-flags", - "href": "idd-aut.html#problems-with-flags", - "title": "5  Intellectual Developmental Disability (IDD), Learning Disablity (LD), Autism and ADHD", - "section": "5.4 Problems with flags", - "text": "5.4 Problems with flags\nMany clinical systems rely upon binary flags to identify certain groups and this can be problematic for analysts and data scientists as it doesn’t necessarily show the date or any changes to these flags. 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.nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand-sm .navbar-nav-scroll{overflow:visible}.navbar-expand-sm .navbar-collapse{display:flex !important;display:-webkit-flex !important;flex-basis:auto;-webkit-flex-basis:auto}.navbar-expand-sm .navbar-toggler{display:none}.navbar-expand-sm .offcanvas{position:static;z-index:auto;flex-grow:1;-webkit-flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:rgba(0,0,0,0) !important;border:0 !important;transform:none !important;transition:none}.navbar-expand-sm .offcanvas .offcanvas-header{display:none}.navbar-expand-sm .offcanvas .offcanvas-body{display:flex;display:-webkit-flex;flex-grow:0;-webkit-flex-grow:0;padding:0;overflow-y:visible}}@media(min-width: 768px){.navbar-expand-md{flex-wrap:nowrap;-webkit-flex-wrap:nowrap;justify-content:flex-start;-webkit-justify-content:flex-start}.navbar-expand-md .navbar-nav{flex-direction:row;-webkit-flex-direction:row}.navbar-expand-md .navbar-nav .dropdown-menu{position:absolute}.navbar-expand-md .navbar-nav .nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand-md .navbar-nav-scroll{overflow:visible}.navbar-expand-md .navbar-collapse{display:flex !important;display:-webkit-flex !important;flex-basis:auto;-webkit-flex-basis:auto}.navbar-expand-md .navbar-toggler{display:none}.navbar-expand-md .offcanvas{position:static;z-index:auto;flex-grow:1;-webkit-flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:rgba(0,0,0,0) !important;border:0 !important;transform:none !important;transition:none}.navbar-expand-md .offcanvas .offcanvas-header{display:none}.navbar-expand-md .offcanvas .offcanvas-body{display:flex;display:-webkit-flex;flex-grow:0;-webkit-flex-grow:0;padding:0;overflow-y:visible}}@media(min-width: 992px){.navbar-expand-lg{flex-wrap:nowrap;-webkit-flex-wrap:nowrap;justify-content:flex-start;-webkit-justify-content:flex-start}.navbar-expand-lg .navbar-nav{flex-direction:row;-webkit-flex-direction:row}.navbar-expand-lg .navbar-nav .dropdown-menu{position:absolute}.navbar-expand-lg .navbar-nav .nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand-lg .navbar-nav-scroll{overflow:visible}.navbar-expand-lg .navbar-collapse{display:flex !important;display:-webkit-flex !important;flex-basis:auto;-webkit-flex-basis:auto}.navbar-expand-lg .navbar-toggler{display:none}.navbar-expand-lg .offcanvas{position:static;z-index:auto;flex-grow:1;-webkit-flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:rgba(0,0,0,0) !important;border:0 !important;transform:none !important;transition:none}.navbar-expand-lg .offcanvas .offcanvas-header{display:none}.navbar-expand-lg .offcanvas .offcanvas-body{display:flex;display:-webkit-flex;flex-grow:0;-webkit-flex-grow:0;padding:0;overflow-y:visible}}@media(min-width: 1200px){.navbar-expand-xl{flex-wrap:nowrap;-webkit-flex-wrap:nowrap;justify-content:flex-start;-webkit-justify-content:flex-start}.navbar-expand-xl .navbar-nav{flex-direction:row;-webkit-flex-direction:row}.navbar-expand-xl .navbar-nav .dropdown-menu{position:absolute}.navbar-expand-xl .navbar-nav .nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand-xl .navbar-nav-scroll{overflow:visible}.navbar-expand-xl .navbar-collapse{display:flex !important;display:-webkit-flex !important;flex-basis:auto;-webkit-flex-basis:auto}.navbar-expand-xl .navbar-toggler{display:none}.navbar-expand-xl .offcanvas{position:static;z-index:auto;flex-grow:1;-webkit-flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:rgba(0,0,0,0) !important;border:0 !important;transform:none !important;transition:none}.navbar-expand-xl .offcanvas .offcanvas-header{display:none}.navbar-expand-xl .offcanvas .offcanvas-body{display:flex;display:-webkit-flex;flex-grow:0;-webkit-flex-grow:0;padding:0;overflow-y:visible}}@media(min-width: 1400px){.navbar-expand-xxl{flex-wrap:nowrap;-webkit-flex-wrap:nowrap;justify-content:flex-start;-webkit-justify-content:flex-start}.navbar-expand-xxl .navbar-nav{flex-direction:row;-webkit-flex-direction:row}.navbar-expand-xxl .navbar-nav .dropdown-menu{position:absolute}.navbar-expand-xxl .navbar-nav .nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand-xxl .navbar-nav-scroll{overflow:visible}.navbar-expand-xxl .navbar-collapse{display:flex !important;display:-webkit-flex !important;flex-basis:auto;-webkit-flex-basis:auto}.navbar-expand-xxl .navbar-toggler{display:none}.navbar-expand-xxl .offcanvas{position:static;z-index:auto;flex-grow:1;-webkit-flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:rgba(0,0,0,0) !important;border:0 !important;transform:none !important;transition:none}.navbar-expand-xxl .offcanvas .offcanvas-header{display:none}.navbar-expand-xxl .offcanvas .offcanvas-body{display:flex;display:-webkit-flex;flex-grow:0;-webkit-flex-grow:0;padding:0;overflow-y:visible}}.navbar-expand{flex-wrap:nowrap;-webkit-flex-wrap:nowrap;justify-content:flex-start;-webkit-justify-content:flex-start}.navbar-expand .navbar-nav{flex-direction:row;-webkit-flex-direction:row}.navbar-expand .navbar-nav .dropdown-menu{position:absolute}.navbar-expand .navbar-nav .nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand .navbar-nav-scroll{overflow:visible}.navbar-expand .navbar-collapse{display:flex !important;display:-webkit-flex !important;flex-basis:auto;-webkit-flex-basis:auto}.navbar-expand .navbar-toggler{display:none}.navbar-expand .offcanvas{position:static;z-index:auto;flex-grow:1;-webkit-flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:rgba(0,0,0,0) !important;border:0 !important;transform:none !important;transition:none}.navbar-expand .offcanvas .offcanvas-header{display:none}.navbar-expand .offcanvas .offcanvas-body{display:flex;display:-webkit-flex;flex-grow:0;-webkit-flex-grow:0;padding:0;overflow-y:visible}.navbar-dark,.navbar[data-bs-theme=dark]{--bs-navbar-color: #545555;--bs-navbar-hover-color: rgba(31, 78, 182, 0.8);--bs-navbar-disabled-color: rgba(84, 85, 85, 0.75);--bs-navbar-active-color: #1f4eb6;--bs-navbar-brand-color: #545555;--bs-navbar-brand-hover-color: #1f4eb6;--bs-navbar-toggler-border-color: rgba(84, 85, 85, 0);--bs-navbar-toggler-icon-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'%3e%3cpath stroke='%23545555' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/%3e%3c/svg%3e")}[data-bs-theme=dark] .navbar-toggler-icon{--bs-navbar-toggler-icon-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 30 30'%3e%3cpath stroke='%23545555' stroke-linecap='round' stroke-miterlimit='10' stroke-width='2' d='M4 7h22M4 15h22M4 23h22'/%3e%3c/svg%3e")}.card{--bs-card-spacer-y: 1rem;--bs-card-spacer-x: 1rem;--bs-card-title-spacer-y: 0.5rem;--bs-card-title-color: ;--bs-card-subtitle-color: ;--bs-card-border-width: 1px;--bs-card-border-color: rgba(0, 0, 0, 0.175);--bs-card-border-radius: 0.25rem;--bs-card-box-shadow: ;--bs-card-inner-border-radius: calc(0.25rem - 1px);--bs-card-cap-padding-y: 0.5rem;--bs-card-cap-padding-x: 1rem;--bs-card-cap-bg: rgba(52, 58, 64, 0.25);--bs-card-cap-color: ;--bs-card-height: ;--bs-card-color: ;--bs-card-bg: #fff;--bs-card-img-overlay-padding: 1rem;--bs-card-group-margin: 0.75rem;position:relative;display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;min-width:0;height:var(--bs-card-height);color:var(--bs-body-color);word-wrap:break-word;background-color:var(--bs-card-bg);background-clip:border-box;border:var(--bs-card-border-width) solid var(--bs-card-border-color)}.card>hr{margin-right:0;margin-left:0}.card>.list-group{border-top:inherit;border-bottom:inherit}.card>.list-group:first-child{border-top-width:0}.card>.list-group:last-child{border-bottom-width:0}.card>.card-header+.list-group,.card>.list-group+.card-footer{border-top:0}.card-body{flex:1 1 auto;-webkit-flex:1 1 auto;padding:var(--bs-card-spacer-y) var(--bs-card-spacer-x);color:var(--bs-card-color)}.card-title{margin-bottom:var(--bs-card-title-spacer-y);color:var(--bs-card-title-color)}.card-subtitle{margin-top:calc(-0.5*var(--bs-card-title-spacer-y));margin-bottom:0;color:var(--bs-card-subtitle-color)}.card-text:last-child{margin-bottom:0}.card-link+.card-link{margin-left:var(--bs-card-spacer-x)}.card-header{padding:var(--bs-card-cap-padding-y) var(--bs-card-cap-padding-x);margin-bottom:0;color:var(--bs-card-cap-color);background-color:var(--bs-card-cap-bg);border-bottom:var(--bs-card-border-width) solid var(--bs-card-border-color)}.card-footer{padding:var(--bs-card-cap-padding-y) var(--bs-card-cap-padding-x);color:var(--bs-card-cap-color);background-color:var(--bs-card-cap-bg);border-top:var(--bs-card-border-width) solid var(--bs-card-border-color)}.card-header-tabs{margin-right:calc(-0.5*var(--bs-card-cap-padding-x));margin-bottom:calc(-1*var(--bs-card-cap-padding-y));margin-left:calc(-0.5*var(--bs-card-cap-padding-x));border-bottom:0}.card-header-tabs .nav-link.active{background-color:var(--bs-card-bg);border-bottom-color:var(--bs-card-bg)}.card-header-pills{margin-right:calc(-0.5*var(--bs-card-cap-padding-x));margin-left:calc(-0.5*var(--bs-card-cap-padding-x))}.card-img-overlay{position:absolute;top:0;right:0;bottom:0;left:0;padding:var(--bs-card-img-overlay-padding)}.card-img,.card-img-top,.card-img-bottom{width:100%}.card-group>.card{margin-bottom:var(--bs-card-group-margin)}@media(min-width: 576px){.card-group{display:flex;display:-webkit-flex;flex-flow:row wrap;-webkit-flex-flow:row wrap}.card-group>.card{flex:1 0 0%;-webkit-flex:1 0 0%;margin-bottom:0}.card-group>.card+.card{margin-left:0;border-left:0}}.accordion{--bs-accordion-color: #343a40;--bs-accordion-bg: #fff;--bs-accordion-transition: color 0.15s ease-in-out, background-color 0.15s ease-in-out, border-color 0.15s ease-in-out, box-shadow 0.15s ease-in-out, border-radius 0.15s ease;--bs-accordion-border-color: #dee2e6;--bs-accordion-border-width: 1px;--bs-accordion-border-radius: 0.25rem;--bs-accordion-inner-border-radius: calc(0.25rem - 1px);--bs-accordion-btn-padding-x: 1.25rem;--bs-accordion-btn-padding-y: 1rem;--bs-accordion-btn-color: #343a40;--bs-accordion-btn-bg: #fff;--bs-accordion-btn-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%23343a40'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e");--bs-accordion-btn-icon-width: 1.25rem;--bs-accordion-btn-icon-transform: rotate(-180deg);--bs-accordion-btn-icon-transition: transform 0.2s ease-in-out;--bs-accordion-btn-active-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%2310335b'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e");--bs-accordion-btn-focus-border-color: #93c0f1;--bs-accordion-btn-focus-box-shadow: 0 0 0 0.25rem rgba(39, 128, 227, 0.25);--bs-accordion-body-padding-x: 1.25rem;--bs-accordion-body-padding-y: 1rem;--bs-accordion-active-color: #10335b;--bs-accordion-active-bg: #d4e6f9}.accordion-button{position:relative;display:flex;display:-webkit-flex;align-items:center;-webkit-align-items:center;width:100%;padding:var(--bs-accordion-btn-padding-y) var(--bs-accordion-btn-padding-x);font-size:1rem;color:var(--bs-accordion-btn-color);text-align:left;background-color:var(--bs-accordion-btn-bg);border:0;overflow-anchor:none;transition:var(--bs-accordion-transition)}@media(prefers-reduced-motion: reduce){.accordion-button{transition:none}}.accordion-button:not(.collapsed){color:var(--bs-accordion-active-color);background-color:var(--bs-accordion-active-bg);box-shadow:inset 0 calc(-1*var(--bs-accordion-border-width)) 0 var(--bs-accordion-border-color)}.accordion-button:not(.collapsed)::after{background-image:var(--bs-accordion-btn-active-icon);transform:var(--bs-accordion-btn-icon-transform)}.accordion-button::after{flex-shrink:0;-webkit-flex-shrink:0;width:var(--bs-accordion-btn-icon-width);height:var(--bs-accordion-btn-icon-width);margin-left:auto;content:"";background-image:var(--bs-accordion-btn-icon);background-repeat:no-repeat;background-size:var(--bs-accordion-btn-icon-width);transition:var(--bs-accordion-btn-icon-transition)}@media(prefers-reduced-motion: reduce){.accordion-button::after{transition:none}}.accordion-button:hover{z-index:2}.accordion-button:focus{z-index:3;border-color:var(--bs-accordion-btn-focus-border-color);outline:0;box-shadow:var(--bs-accordion-btn-focus-box-shadow)}.accordion-header{margin-bottom:0}.accordion-item{color:var(--bs-accordion-color);background-color:var(--bs-accordion-bg);border:var(--bs-accordion-border-width) solid var(--bs-accordion-border-color)}.accordion-item:not(:first-of-type){border-top:0}.accordion-body{padding:var(--bs-accordion-body-padding-y) var(--bs-accordion-body-padding-x)}.accordion-flush .accordion-collapse{border-width:0}.accordion-flush .accordion-item{border-right:0;border-left:0}.accordion-flush .accordion-item:first-child{border-top:0}.accordion-flush .accordion-item:last-child{border-bottom:0}[data-bs-theme=dark] .accordion-button::after{--bs-accordion-btn-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%237db3ee'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e");--bs-accordion-btn-active-icon: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%237db3ee'%3e%3cpath fill-rule='evenodd' d='M1.646 4.646a.5.5 0 0 1 .708 0L8 10.293l5.646-5.647a.5.5 0 0 1 .708.708l-6 6a.5.5 0 0 1-.708 0l-6-6a.5.5 0 0 1 0-.708z'/%3e%3c/svg%3e")}.breadcrumb{--bs-breadcrumb-padding-x: 0;--bs-breadcrumb-padding-y: 0;--bs-breadcrumb-margin-bottom: 1rem;--bs-breadcrumb-bg: ;--bs-breadcrumb-border-radius: ;--bs-breadcrumb-divider-color: rgba(52, 58, 64, 0.75);--bs-breadcrumb-item-padding-x: 0.5rem;--bs-breadcrumb-item-active-color: rgba(52, 58, 64, 0.75);display:flex;display:-webkit-flex;flex-wrap:wrap;-webkit-flex-wrap:wrap;padding:var(--bs-breadcrumb-padding-y) var(--bs-breadcrumb-padding-x);margin-bottom:var(--bs-breadcrumb-margin-bottom);font-size:var(--bs-breadcrumb-font-size);list-style:none;background-color:var(--bs-breadcrumb-bg)}.breadcrumb-item+.breadcrumb-item{padding-left:var(--bs-breadcrumb-item-padding-x)}.breadcrumb-item+.breadcrumb-item::before{float:left;padding-right:var(--bs-breadcrumb-item-padding-x);color:var(--bs-breadcrumb-divider-color);content:var(--bs-breadcrumb-divider, ">") /* rtl: var(--bs-breadcrumb-divider, ">") */}.breadcrumb-item.active{color:var(--bs-breadcrumb-item-active-color)}.pagination{--bs-pagination-padding-x: 0.75rem;--bs-pagination-padding-y: 0.375rem;--bs-pagination-font-size:1rem;--bs-pagination-color: #2761e3;--bs-pagination-bg: #fff;--bs-pagination-border-width: 1px;--bs-pagination-border-color: #dee2e6;--bs-pagination-border-radius: 0.25rem;--bs-pagination-hover-color: #1f4eb6;--bs-pagination-hover-bg: #f8f9fa;--bs-pagination-hover-border-color: #dee2e6;--bs-pagination-focus-color: #1f4eb6;--bs-pagination-focus-bg: #e9ecef;--bs-pagination-focus-box-shadow: 0 0 0 0.25rem rgba(39, 128, 227, 0.25);--bs-pagination-active-color: #fff;--bs-pagination-active-bg: #2780e3;--bs-pagination-active-border-color: #2780e3;--bs-pagination-disabled-color: rgba(52, 58, 64, 0.75);--bs-pagination-disabled-bg: #e9ecef;--bs-pagination-disabled-border-color: #dee2e6;display:flex;display:-webkit-flex;padding-left:0;list-style:none}.page-link{position:relative;display:block;padding:var(--bs-pagination-padding-y) var(--bs-pagination-padding-x);font-size:var(--bs-pagination-font-size);color:var(--bs-pagination-color);text-decoration:none;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-text-decoration:none;background-color:var(--bs-pagination-bg);border:var(--bs-pagination-border-width) solid var(--bs-pagination-border-color);transition:color .15s ease-in-out,background-color .15s ease-in-out,border-color .15s ease-in-out,box-shadow .15s ease-in-out}@media(prefers-reduced-motion: reduce){.page-link{transition:none}}.page-link:hover{z-index:2;color:var(--bs-pagination-hover-color);background-color:var(--bs-pagination-hover-bg);border-color:var(--bs-pagination-hover-border-color)}.page-link:focus{z-index:3;color:var(--bs-pagination-focus-color);background-color:var(--bs-pagination-focus-bg);outline:0;box-shadow:var(--bs-pagination-focus-box-shadow)}.page-link.active,.active>.page-link{z-index:3;color:var(--bs-pagination-active-color);background-color:var(--bs-pagination-active-bg);border-color:var(--bs-pagination-active-border-color)}.page-link.disabled,.disabled>.page-link{color:var(--bs-pagination-disabled-color);pointer-events:none;background-color:var(--bs-pagination-disabled-bg);border-color:var(--bs-pagination-disabled-border-color)}.page-item:not(:first-child) .page-link{margin-left:calc(1px*-1)}.pagination-lg{--bs-pagination-padding-x: 1.5rem;--bs-pagination-padding-y: 0.75rem;--bs-pagination-font-size:1.25rem;--bs-pagination-border-radius: 0.5rem}.pagination-sm{--bs-pagination-padding-x: 0.5rem;--bs-pagination-padding-y: 0.25rem;--bs-pagination-font-size:0.875rem;--bs-pagination-border-radius: 0.2em}.badge{--bs-badge-padding-x: 0.65em;--bs-badge-padding-y: 0.35em;--bs-badge-font-size:0.75em;--bs-badge-font-weight: 700;--bs-badge-color: #fff;--bs-badge-border-radius: 0.25rem;display:inline-block;padding:var(--bs-badge-padding-y) var(--bs-badge-padding-x);font-size:var(--bs-badge-font-size);font-weight:var(--bs-badge-font-weight);line-height:1;color:var(--bs-badge-color);text-align:center;white-space:nowrap;vertical-align:baseline}.badge:empty{display:none}.btn .badge{position:relative;top:-1px}.alert{--bs-alert-bg: transparent;--bs-alert-padding-x: 1rem;--bs-alert-padding-y: 1rem;--bs-alert-margin-bottom: 1rem;--bs-alert-color: inherit;--bs-alert-border-color: transparent;--bs-alert-border: 0 solid var(--bs-alert-border-color);--bs-alert-border-radius: 0.25rem;--bs-alert-link-color: inherit;position:relative;padding:var(--bs-alert-padding-y) var(--bs-alert-padding-x);margin-bottom:var(--bs-alert-margin-bottom);color:var(--bs-alert-color);background-color:var(--bs-alert-bg);border:var(--bs-alert-border)}.alert-heading{color:inherit}.alert-link{font-weight:700;color:var(--bs-alert-link-color)}.alert-dismissible{padding-right:3rem}.alert-dismissible .btn-close{position:absolute;top:0;right:0;z-index:2;padding:1.25rem 1rem}.alert-default{--bs-alert-color: var(--bs-default-text-emphasis);--bs-alert-bg: var(--bs-default-bg-subtle);--bs-alert-border-color: var(--bs-default-border-subtle);--bs-alert-link-color: var(--bs-default-text-emphasis)}.alert-primary{--bs-alert-color: var(--bs-primary-text-emphasis);--bs-alert-bg: var(--bs-primary-bg-subtle);--bs-alert-border-color: var(--bs-primary-border-subtle);--bs-alert-link-color: var(--bs-primary-text-emphasis)}.alert-secondary{--bs-alert-color: var(--bs-secondary-text-emphasis);--bs-alert-bg: var(--bs-secondary-bg-subtle);--bs-alert-border-color: var(--bs-secondary-border-subtle);--bs-alert-link-color: var(--bs-secondary-text-emphasis)}.alert-success{--bs-alert-color: var(--bs-success-text-emphasis);--bs-alert-bg: var(--bs-success-bg-subtle);--bs-alert-border-color: var(--bs-success-border-subtle);--bs-alert-link-color: var(--bs-success-text-emphasis)}.alert-info{--bs-alert-color: var(--bs-info-text-emphasis);--bs-alert-bg: var(--bs-info-bg-subtle);--bs-alert-border-color: var(--bs-info-border-subtle);--bs-alert-link-color: var(--bs-info-text-emphasis)}.alert-warning{--bs-alert-color: var(--bs-warning-text-emphasis);--bs-alert-bg: var(--bs-warning-bg-subtle);--bs-alert-border-color: var(--bs-warning-border-subtle);--bs-alert-link-color: var(--bs-warning-text-emphasis)}.alert-danger{--bs-alert-color: var(--bs-danger-text-emphasis);--bs-alert-bg: var(--bs-danger-bg-subtle);--bs-alert-border-color: var(--bs-danger-border-subtle);--bs-alert-link-color: var(--bs-danger-text-emphasis)}.alert-light{--bs-alert-color: var(--bs-light-text-emphasis);--bs-alert-bg: var(--bs-light-bg-subtle);--bs-alert-border-color: var(--bs-light-border-subtle);--bs-alert-link-color: var(--bs-light-text-emphasis)}.alert-dark{--bs-alert-color: var(--bs-dark-text-emphasis);--bs-alert-bg: var(--bs-dark-bg-subtle);--bs-alert-border-color: var(--bs-dark-border-subtle);--bs-alert-link-color: var(--bs-dark-text-emphasis)}@keyframes progress-bar-stripes{0%{background-position-x:.5rem}}.progress,.progress-stacked{--bs-progress-height: 0.5rem;--bs-progress-font-size:0.75rem;--bs-progress-bg: #e9ecef;--bs-progress-border-radius: 0.25rem;--bs-progress-box-shadow: inset 0 1px 2px rgba(0, 0, 0, 0.075);--bs-progress-bar-color: #fff;--bs-progress-bar-bg: #2780e3;--bs-progress-bar-transition: width 0.6s ease;display:flex;display:-webkit-flex;height:var(--bs-progress-height);overflow:hidden;font-size:var(--bs-progress-font-size);background-color:var(--bs-progress-bg)}.progress-bar{display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;justify-content:center;-webkit-justify-content:center;overflow:hidden;color:var(--bs-progress-bar-color);text-align:center;white-space:nowrap;background-color:var(--bs-progress-bar-bg);transition:var(--bs-progress-bar-transition)}@media(prefers-reduced-motion: reduce){.progress-bar{transition:none}}.progress-bar-striped{background-image:linear-gradient(45deg, rgba(255, 255, 255, 0.15) 25%, transparent 25%, transparent 50%, rgba(255, 255, 255, 0.15) 50%, rgba(255, 255, 255, 0.15) 75%, transparent 75%, transparent);background-size:var(--bs-progress-height) var(--bs-progress-height)}.progress-stacked>.progress{overflow:visible}.progress-stacked>.progress>.progress-bar{width:100%}.progress-bar-animated{animation:1s linear infinite progress-bar-stripes}@media(prefers-reduced-motion: reduce){.progress-bar-animated{animation:none}}.list-group{--bs-list-group-color: #343a40;--bs-list-group-bg: #fff;--bs-list-group-border-color: #dee2e6;--bs-list-group-border-width: 1px;--bs-list-group-border-radius: 0.25rem;--bs-list-group-item-padding-x: 1rem;--bs-list-group-item-padding-y: 0.5rem;--bs-list-group-action-color: rgba(52, 58, 64, 0.75);--bs-list-group-action-hover-color: #000;--bs-list-group-action-hover-bg: #f8f9fa;--bs-list-group-action-active-color: #343a40;--bs-list-group-action-active-bg: #e9ecef;--bs-list-group-disabled-color: rgba(52, 58, 64, 0.75);--bs-list-group-disabled-bg: #fff;--bs-list-group-active-color: #fff;--bs-list-group-active-bg: #2780e3;--bs-list-group-active-border-color: #2780e3;display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;padding-left:0;margin-bottom:0}.list-group-numbered{list-style-type:none;counter-reset:section}.list-group-numbered>.list-group-item::before{content:counters(section, ".") ". ";counter-increment:section}.list-group-item-action{width:100%;color:var(--bs-list-group-action-color);text-align:inherit}.list-group-item-action:hover,.list-group-item-action:focus{z-index:1;color:var(--bs-list-group-action-hover-color);text-decoration:none;background-color:var(--bs-list-group-action-hover-bg)}.list-group-item-action:active{color:var(--bs-list-group-action-active-color);background-color:var(--bs-list-group-action-active-bg)}.list-group-item{position:relative;display:block;padding:var(--bs-list-group-item-padding-y) var(--bs-list-group-item-padding-x);color:var(--bs-list-group-color);text-decoration:none;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-text-decoration:none;background-color:var(--bs-list-group-bg);border:var(--bs-list-group-border-width) solid var(--bs-list-group-border-color)}.list-group-item.disabled,.list-group-item:disabled{color:var(--bs-list-group-disabled-color);pointer-events:none;background-color:var(--bs-list-group-disabled-bg)}.list-group-item.active{z-index:2;color:var(--bs-list-group-active-color);background-color:var(--bs-list-group-active-bg);border-color:var(--bs-list-group-active-border-color)}.list-group-item+.list-group-item{border-top-width:0}.list-group-item+.list-group-item.active{margin-top:calc(-1*var(--bs-list-group-border-width));border-top-width:var(--bs-list-group-border-width)}.list-group-horizontal{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal>.list-group-item.active{margin-top:0}.list-group-horizontal>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}@media(min-width: 576px){.list-group-horizontal-sm{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-sm>.list-group-item.active{margin-top:0}.list-group-horizontal-sm>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-sm>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 768px){.list-group-horizontal-md{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-md>.list-group-item.active{margin-top:0}.list-group-horizontal-md>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-md>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 992px){.list-group-horizontal-lg{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-lg>.list-group-item.active{margin-top:0}.list-group-horizontal-lg>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-lg>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 1200px){.list-group-horizontal-xl{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-xl>.list-group-item.active{margin-top:0}.list-group-horizontal-xl>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-xl>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media(min-width: 1400px){.list-group-horizontal-xxl{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-xxl>.list-group-item.active{margin-top:0}.list-group-horizontal-xxl>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-xxl>.list-group-item+.list-group-item.active{margin-left:calc(-1*var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}.list-group-flush>.list-group-item{border-width:0 0 var(--bs-list-group-border-width)}.list-group-flush>.list-group-item:last-child{border-bottom-width:0}.list-group-item-default{--bs-list-group-color: var(--bs-default-text-emphasis);--bs-list-group-bg: var(--bs-default-bg-subtle);--bs-list-group-border-color: var(--bs-default-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-default-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-default-border-subtle);--bs-list-group-active-color: var(--bs-default-bg-subtle);--bs-list-group-active-bg: var(--bs-default-text-emphasis);--bs-list-group-active-border-color: var(--bs-default-text-emphasis)}.list-group-item-primary{--bs-list-group-color: var(--bs-primary-text-emphasis);--bs-list-group-bg: var(--bs-primary-bg-subtle);--bs-list-group-border-color: var(--bs-primary-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-primary-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-primary-border-subtle);--bs-list-group-active-color: var(--bs-primary-bg-subtle);--bs-list-group-active-bg: var(--bs-primary-text-emphasis);--bs-list-group-active-border-color: var(--bs-primary-text-emphasis)}.list-group-item-secondary{--bs-list-group-color: var(--bs-secondary-text-emphasis);--bs-list-group-bg: var(--bs-secondary-bg-subtle);--bs-list-group-border-color: var(--bs-secondary-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-secondary-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-secondary-border-subtle);--bs-list-group-active-color: var(--bs-secondary-bg-subtle);--bs-list-group-active-bg: var(--bs-secondary-text-emphasis);--bs-list-group-active-border-color: var(--bs-secondary-text-emphasis)}.list-group-item-success{--bs-list-group-color: var(--bs-success-text-emphasis);--bs-list-group-bg: var(--bs-success-bg-subtle);--bs-list-group-border-color: var(--bs-success-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-success-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-success-border-subtle);--bs-list-group-active-color: var(--bs-success-bg-subtle);--bs-list-group-active-bg: var(--bs-success-text-emphasis);--bs-list-group-active-border-color: var(--bs-success-text-emphasis)}.list-group-item-info{--bs-list-group-color: var(--bs-info-text-emphasis);--bs-list-group-bg: var(--bs-info-bg-subtle);--bs-list-group-border-color: var(--bs-info-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-info-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-info-border-subtle);--bs-list-group-active-color: var(--bs-info-bg-subtle);--bs-list-group-active-bg: var(--bs-info-text-emphasis);--bs-list-group-active-border-color: var(--bs-info-text-emphasis)}.list-group-item-warning{--bs-list-group-color: var(--bs-warning-text-emphasis);--bs-list-group-bg: var(--bs-warning-bg-subtle);--bs-list-group-border-color: var(--bs-warning-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-warning-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-warning-border-subtle);--bs-list-group-active-color: var(--bs-warning-bg-subtle);--bs-list-group-active-bg: var(--bs-warning-text-emphasis);--bs-list-group-active-border-color: var(--bs-warning-text-emphasis)}.list-group-item-danger{--bs-list-group-color: var(--bs-danger-text-emphasis);--bs-list-group-bg: var(--bs-danger-bg-subtle);--bs-list-group-border-color: var(--bs-danger-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-danger-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-danger-border-subtle);--bs-list-group-active-color: var(--bs-danger-bg-subtle);--bs-list-group-active-bg: var(--bs-danger-text-emphasis);--bs-list-group-active-border-color: var(--bs-danger-text-emphasis)}.list-group-item-light{--bs-list-group-color: var(--bs-light-text-emphasis);--bs-list-group-bg: var(--bs-light-bg-subtle);--bs-list-group-border-color: var(--bs-light-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-light-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-light-border-subtle);--bs-list-group-active-color: var(--bs-light-bg-subtle);--bs-list-group-active-bg: var(--bs-light-text-emphasis);--bs-list-group-active-border-color: var(--bs-light-text-emphasis)}.list-group-item-dark{--bs-list-group-color: var(--bs-dark-text-emphasis);--bs-list-group-bg: var(--bs-dark-bg-subtle);--bs-list-group-border-color: var(--bs-dark-border-subtle);--bs-list-group-action-hover-color: var(--bs-emphasis-color);--bs-list-group-action-hover-bg: var(--bs-dark-border-subtle);--bs-list-group-action-active-color: var(--bs-emphasis-color);--bs-list-group-action-active-bg: var(--bs-dark-border-subtle);--bs-list-group-active-color: var(--bs-dark-bg-subtle);--bs-list-group-active-bg: var(--bs-dark-text-emphasis);--bs-list-group-active-border-color: var(--bs-dark-text-emphasis)}.btn-close{--bs-btn-close-color: #000;--bs-btn-close-bg: url("data:image/svg+xml,%3csvg xmlns='http://www.w3.org/2000/svg' viewBox='0 0 16 16' fill='%23000'%3e%3cpath d='M.293.293a1 1 0 0 1 1.414 0L8 6.586 14.293.293a1 1 0 1 1 1.414 1.414L9.414 8l6.293 6.293a1 1 0 0 1-1.414 1.414L8 9.414l-6.293 6.293a1 1 0 0 1-1.414-1.414L6.586 8 .293 1.707a1 1 0 0 1 0-1.414z'/%3e%3c/svg%3e");--bs-btn-close-opacity: 0.5;--bs-btn-close-hover-opacity: 0.75;--bs-btn-close-focus-shadow: 0 0 0 0.25rem rgba(39, 128, 227, 0.25);--bs-btn-close-focus-opacity: 1;--bs-btn-close-disabled-opacity: 0.25;--bs-btn-close-white-filter: invert(1) grayscale(100%) brightness(200%);box-sizing:content-box;width:1em;height:1em;padding:.25em .25em;color:var(--bs-btn-close-color);background:rgba(0,0,0,0) var(--bs-btn-close-bg) center/1em auto no-repeat;border:0;opacity:var(--bs-btn-close-opacity)}.btn-close:hover{color:var(--bs-btn-close-color);text-decoration:none;opacity:var(--bs-btn-close-hover-opacity)}.btn-close:focus{outline:0;box-shadow:var(--bs-btn-close-focus-shadow);opacity:var(--bs-btn-close-focus-opacity)}.btn-close:disabled,.btn-close.disabled{pointer-events:none;user-select:none;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;-o-user-select:none;opacity:var(--bs-btn-close-disabled-opacity)}.btn-close-white{filter:var(--bs-btn-close-white-filter)}[data-bs-theme=dark] .btn-close{filter:var(--bs-btn-close-white-filter)}.toast{--bs-toast-zindex: 1090;--bs-toast-padding-x: 0.75rem;--bs-toast-padding-y: 0.5rem;--bs-toast-spacing: 1.5rem;--bs-toast-max-width: 350px;--bs-toast-font-size:0.875rem;--bs-toast-color: ;--bs-toast-bg: rgba(255, 255, 255, 0.85);--bs-toast-border-width: 1px;--bs-toast-border-color: rgba(0, 0, 0, 0.175);--bs-toast-border-radius: 0.25rem;--bs-toast-box-shadow: 0 0.5rem 1rem rgba(0, 0, 0, 0.15);--bs-toast-header-color: rgba(52, 58, 64, 0.75);--bs-toast-header-bg: rgba(255, 255, 255, 0.85);--bs-toast-header-border-color: rgba(0, 0, 0, 0.175);width:var(--bs-toast-max-width);max-width:100%;font-size:var(--bs-toast-font-size);color:var(--bs-toast-color);pointer-events:auto;background-color:var(--bs-toast-bg);background-clip:padding-box;border:var(--bs-toast-border-width) solid var(--bs-toast-border-color);box-shadow:var(--bs-toast-box-shadow)}.toast.showing{opacity:0}.toast:not(.show){display:none}.toast-container{--bs-toast-zindex: 1090;position:absolute;z-index:var(--bs-toast-zindex);width:max-content;width:-webkit-max-content;width:-moz-max-content;width:-ms-max-content;width:-o-max-content;max-width:100%;pointer-events:none}.toast-container>:not(:last-child){margin-bottom:var(--bs-toast-spacing)}.toast-header{display:flex;display:-webkit-flex;align-items:center;-webkit-align-items:center;padding:var(--bs-toast-padding-y) var(--bs-toast-padding-x);color:var(--bs-toast-header-color);background-color:var(--bs-toast-header-bg);background-clip:padding-box;border-bottom:var(--bs-toast-border-width) solid var(--bs-toast-header-border-color)}.toast-header .btn-close{margin-right:calc(-0.5*var(--bs-toast-padding-x));margin-left:var(--bs-toast-padding-x)}.toast-body{padding:var(--bs-toast-padding-x);word-wrap:break-word}.modal{--bs-modal-zindex: 1055;--bs-modal-width: 500px;--bs-modal-padding: 1rem;--bs-modal-margin: 0.5rem;--bs-modal-color: ;--bs-modal-bg: #fff;--bs-modal-border-color: rgba(0, 0, 0, 0.175);--bs-modal-border-width: 1px;--bs-modal-border-radius: 0.5rem;--bs-modal-box-shadow: 0 0.125rem 0.25rem rgba(0, 0, 0, 0.075);--bs-modal-inner-border-radius: calc(0.5rem - 1px);--bs-modal-header-padding-x: 1rem;--bs-modal-header-padding-y: 1rem;--bs-modal-header-padding: 1rem 1rem;--bs-modal-header-border-color: #dee2e6;--bs-modal-header-border-width: 1px;--bs-modal-title-line-height: 1.5;--bs-modal-footer-gap: 0.5rem;--bs-modal-footer-bg: ;--bs-modal-footer-border-color: #dee2e6;--bs-modal-footer-border-width: 1px;position:fixed;top:0;left:0;z-index:var(--bs-modal-zindex);display:none;width:100%;height:100%;overflow-x:hidden;overflow-y:auto;outline:0}.modal-dialog{position:relative;width:auto;margin:var(--bs-modal-margin);pointer-events:none}.modal.fade .modal-dialog{transition:transform .3s ease-out;transform:translate(0, -50px)}@media(prefers-reduced-motion: reduce){.modal.fade .modal-dialog{transition:none}}.modal.show .modal-dialog{transform:none}.modal.modal-static .modal-dialog{transform:scale(1.02)}.modal-dialog-scrollable{height:calc(100% - var(--bs-modal-margin)*2)}.modal-dialog-scrollable .modal-content{max-height:100%;overflow:hidden}.modal-dialog-scrollable .modal-body{overflow-y:auto}.modal-dialog-centered{display:flex;display:-webkit-flex;align-items:center;-webkit-align-items:center;min-height:calc(100% - var(--bs-modal-margin)*2)}.modal-content{position:relative;display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;width:100%;color:var(--bs-modal-color);pointer-events:auto;background-color:var(--bs-modal-bg);background-clip:padding-box;border:var(--bs-modal-border-width) solid var(--bs-modal-border-color);outline:0}.modal-backdrop{--bs-backdrop-zindex: 1050;--bs-backdrop-bg: #000;--bs-backdrop-opacity: 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J,Z="x"===y?zt:Vt,tt="x"===y?Rt:qt,et=A[w],it="y"===w?"height":"width",nt=et+g[Z],st=et-g[tt],ot=-1!==[zt,Vt].indexOf(_),rt=null!=(J=null==x?void 0:x[w])?J:0,at=ot?nt:et-E[it]-T[it]-rt+O.altAxis,lt=ot?et+E[it]+T[it]-rt-O.altAxis:st,ct=f&&ot?function(t,e,i){var n=Ne(t,e,i);return n>i?i:n}(at,et,lt):Ne(f?at:nt,et,f?lt:st);A[w]=ct,k[w]=ct-et}e.modifiersData[n]=k}},requiresIfExists:["offset"]};function di(t,e,i){void 0===i&&(i=!1);var n,s,o=me(e),r=me(e)&&function(t){var e=t.getBoundingClientRect(),i=we(e.width)/t.offsetWidth||1,n=we(e.height)/t.offsetHeight||1;return 1!==i||1!==n}(e),a=Le(e),l=Te(t,r,i),c={scrollLeft:0,scrollTop:0},h={x:0,y:0};return(o||!o&&!i)&&(("body"!==ue(e)||Ue(a))&&(c=(n=e)!==fe(n)&&me(n)?{scrollLeft:(s=n).scrollLeft,scrollTop:s.scrollTop}:Xe(n)),me(e)?((h=Te(e,!0)).x+=e.clientLeft,h.y+=e.clientTop):a&&(h.x=Ye(a))),{x:l.left+c.scrollLeft-h.x,y:l.top+c.scrollTop-h.y,width:l.width,height:l.height}}function ui(t){var e=new Map,i=new Set,n=[];function s(t){i.add(t.name),[].concat(t.requires||[],t.requiresIfExists||[]).forEach((function(t){if(!i.has(t)){var n=e.get(t);n&&s(n)}})),n.push(t)}return t.forEach((function(t){e.set(t.name,t)})),t.forEach((function(t){i.has(t.name)||s(t)})),n}var fi={placement:"bottom",modifiers:[],strategy:"absolute"};function pi(){for(var t=arguments.length,e=new Array(t),i=0;iNumber.parseInt(t,10))):"function"==typeof t?e=>t(e,this._element):t}_getPopperConfig(){const t={placement:this._getPlacement(),modifiers:[{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"offset",options:{offset:this._getOffset()}}]};return(this._inNavbar||"static"===this._config.display)&&(F.setDataAttribute(this._menu,"popper","static"),t.modifiers=[{name:"applyStyles",enabled:!1}]),{...t,...g(this._config.popperConfig,[t])}}_selectMenuItem({key:t,target:e}){const i=z.find(".dropdown-menu 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e=/input|textarea/i.test(t.target.tagName),i="Escape"===t.key,n=[Ei,Ti].includes(t.key);if(!n&&!i)return;if(e&&!i)return;t.preventDefault();const s=this.matches(Ii)?this:z.prev(this,Ii)[0]||z.next(this,Ii)[0]||z.findOne(Ii,t.delegateTarget.parentNode),o=qi.getOrCreateInstance(s);if(n)return t.stopPropagation(),o.show(),void o._selectMenuItem(t);o._isShown()&&(t.stopPropagation(),o.hide(),s.focus())}}N.on(document,Si,Ii,qi.dataApiKeydownHandler),N.on(document,Si,Pi,qi.dataApiKeydownHandler),N.on(document,Li,qi.clearMenus),N.on(document,Di,qi.clearMenus),N.on(document,Li,Ii,(function(t){t.preventDefault(),qi.getOrCreateInstance(this).toggle()})),m(qi);const Vi="backdrop",Ki="show",Qi=`mousedown.bs.${Vi}`,Xi={className:"modal-backdrop",clickCallback:null,isAnimated:!1,isVisible:!0,rootElement:"body"},Yi={className:"string",clickCallback:"(function|null)",isAnimated:"boolean",isVisible:"boolean",rootElement:"(element|string)"};class Ui extends H{constructor(t){super(),this._config=this._getConfig(t),this._isAppended=!1,this._element=null}static get Default(){return Xi}static get DefaultType(){return Yi}static get NAME(){return Vi}show(t){if(!this._config.isVisible)return void g(t);this._append();const e=this._getElement();this._config.isAnimated&&d(e),e.classList.add(Ki),this._emulateAnimation((()=>{g(t)}))}hide(t){this._config.isVisible?(this._getElement().classList.remove(Ki),this._emulateAnimation((()=>{this.dispose(),g(t)}))):g(t)}dispose(){this._isAppended&&(N.off(this._element,Qi),this._element.remove(),this._isAppended=!1)}_getElement(){if(!this._element){const t=document.createElement("div");t.className=this._config.className,this._config.isAnimated&&t.classList.add("fade"),this._element=t}return this._element}_configAfterMerge(t){return t.rootElement=r(t.rootElement),t}_append(){if(this._isAppended)return;const t=this._getElement();this._config.rootElement.append(t),N.on(t,Qi,(()=>{g(this._config.clickCallback)})),this._isAppended=!0}_emulateAnimation(t){_(t,this._getElement(),this._config.isAnimated)}}const Gi=".bs.focustrap",Ji=`focusin${Gi}`,Zi=`keydown.tab${Gi}`,tn="backward",en={autofocus:!0,trapElement:null},nn={autofocus:"boolean",trapElement:"element"};class sn extends H{constructor(t){super(),this._config=this._getConfig(t),this._isActive=!1,this._lastTabNavDirection=null}static get Default(){return en}static get DefaultType(){return nn}static get NAME(){return"focustrap"}activate(){this._isActive||(this._config.autofocus&&this._config.trapElement.focus(),N.off(document,Gi),N.on(document,Ji,(t=>this._handleFocusin(t))),N.on(document,Zi,(t=>this._handleKeydown(t))),this._isActive=!0)}deactivate(){this._isActive&&(this._isActive=!1,N.off(document,Gi))}_handleFocusin(t){const{trapElement:e}=this._config;if(t.target===document||t.target===e||e.contains(t.target))return;const i=z.focusableChildren(e);0===i.length?e.focus():this._lastTabNavDirection===tn?i[i.length-1].focus():i[0].focus()}_handleKeydown(t){"Tab"===t.key&&(this._lastTabNavDirection=t.shiftKey?tn:"forward")}}const on=".fixed-top, .fixed-bottom, .is-fixed, .sticky-top",rn=".sticky-top",an="padding-right",ln="margin-right";class cn{constructor(){this._element=document.body}getWidth(){const t=document.documentElement.clientWidth;return Math.abs(window.innerWidth-t)}hide(){const t=this.getWidth();this._disableOverFlow(),this._setElementAttributes(this._element,an,(e=>e+t)),this._setElementAttributes(on,an,(e=>e+t)),this._setElementAttributes(rn,ln,(e=>e-t))}reset(){this._resetElementAttributes(this._element,"overflow"),this._resetElementAttributes(this._element,an),this._resetElementAttributes(on,an),this._resetElementAttributes(rn,ln)}isOverflowing(){return this.getWidth()>0}_disableOverFlow(){this._saveInitialAttribute(this._element,"overflow"),this._element.style.overflow="hidden"}_setElementAttributes(t,e,i){const n=this.getWidth();this._applyManipulationCallback(t,(t=>{if(t!==this._element&&window.innerWidth>t.clientWidth+n)return;this._saveInitialAttribute(t,e);const s=window.getComputedStyle(t).getPropertyValue(e);t.style.setProperty(e,`${i(Number.parseFloat(s))}px`)}))}_saveInitialAttribute(t,e){const i=t.style.getPropertyValue(e);i&&F.setDataAttribute(t,e,i)}_resetElementAttributes(t,e){this._applyManipulationCallback(t,(t=>{const i=F.getDataAttribute(t,e);null!==i?(F.removeDataAttribute(t,e),t.style.setProperty(e,i)):t.style.removeProperty(e)}))}_applyManipulationCallback(t,e){if(o(t))e(t);else for(const i of z.find(t,this._element))e(i)}}const hn=".bs.modal",dn=`hide${hn}`,un=`hidePrevented${hn}`,fn=`hidden${hn}`,pn=`show${hn}`,mn=`shown${hn}`,gn=`resize${hn}`,_n=`click.dismiss${hn}`,bn=`mousedown.dismiss${hn}`,vn=`keydown.dismiss${hn}`,yn=`click${hn}.data-api`,wn="modal-open",An="show",En="modal-static",Tn={backdrop:!0,focus:!0,keyboard:!0},Cn={backdrop:"(boolean|string)",focus:"boolean",keyboard:"boolean"};class On extends W{constructor(t,e){super(t,e),this._dialog=z.findOne(".modal-dialog",this._element),this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._isShown=!1,this._isTransitioning=!1,this._scrollBar=new cn,this._addEventListeners()}static get Default(){return Tn}static get DefaultType(){return Cn}static get NAME(){return"modal"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||this._isTransitioning||N.trigger(this._element,pn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._isTransitioning=!0,this._scrollBar.hide(),document.body.classList.add(wn),this._adjustDialog(),this._backdrop.show((()=>this._showElement(t))))}hide(){this._isShown&&!this._isTransitioning&&(N.trigger(this._element,dn).defaultPrevented||(this._isShown=!1,this._isTransitioning=!0,this._focustrap.deactivate(),this._element.classList.remove(An),this._queueCallback((()=>this._hideModal()),this._element,this._isAnimated())))}dispose(){N.off(window,hn),N.off(this._dialog,hn),this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}handleUpdate(){this._adjustDialog()}_initializeBackDrop(){return new Ui({isVisible:Boolean(this._config.backdrop),isAnimated:this._isAnimated()})}_initializeFocusTrap(){return new sn({trapElement:this._element})}_showElement(t){document.body.contains(this._element)||document.body.append(this._element),this._element.style.display="block",this._element.removeAttribute("aria-hidden"),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.scrollTop=0;const e=z.findOne(".modal-body",this._dialog);e&&(e.scrollTop=0),d(this._element),this._element.classList.add(An),this._queueCallback((()=>{this._config.focus&&this._focustrap.activate(),this._isTransitioning=!1,N.trigger(this._element,mn,{relatedTarget:t})}),this._dialog,this._isAnimated())}_addEventListeners(){N.on(this._element,vn,(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():this._triggerBackdropTransition())})),N.on(window,gn,(()=>{this._isShown&&!this._isTransitioning&&this._adjustDialog()})),N.on(this._element,bn,(t=>{N.one(this._element,_n,(e=>{this._element===t.target&&this._element===e.target&&("static"!==this._config.backdrop?this._config.backdrop&&this.hide():this._triggerBackdropTransition())}))}))}_hideModal(){this._element.style.display="none",this._element.setAttribute("aria-hidden",!0),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._isTransitioning=!1,this._backdrop.hide((()=>{document.body.classList.remove(wn),this._resetAdjustments(),this._scrollBar.reset(),N.trigger(this._element,fn)}))}_isAnimated(){return this._element.classList.contains("fade")}_triggerBackdropTransition(){if(N.trigger(this._element,un).defaultPrevented)return;const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._element.style.overflowY;"hidden"===e||this._element.classList.contains(En)||(t||(this._element.style.overflowY="hidden"),this._element.classList.add(En),this._queueCallback((()=>{this._element.classList.remove(En),this._queueCallback((()=>{this._element.style.overflowY=e}),this._dialog)}),this._dialog),this._element.focus())}_adjustDialog(){const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._scrollBar.getWidth(),i=e>0;if(i&&!t){const t=p()?"paddingLeft":"paddingRight";this._element.style[t]=`${e}px`}if(!i&&t){const t=p()?"paddingRight":"paddingLeft";this._element.style[t]=`${e}px`}}_resetAdjustments(){this._element.style.paddingLeft="",this._element.style.paddingRight=""}static jQueryInterface(t,e){return this.each((function(){const i=On.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===i[t])throw new TypeError(`No method named "${t}"`);i[t](e)}}))}}N.on(document,yn,'[data-bs-toggle="modal"]',(function(t){const e=z.getElementFromSelector(this);["A","AREA"].includes(this.tagName)&&t.preventDefault(),N.one(e,pn,(t=>{t.defaultPrevented||N.one(e,fn,(()=>{a(this)&&this.focus()}))}));const i=z.findOne(".modal.show");i&&On.getInstance(i).hide(),On.getOrCreateInstance(e).toggle(this)})),R(On),m(On);const xn=".bs.offcanvas",kn=".data-api",Ln=`load${xn}${kn}`,Sn="show",Dn="showing",$n="hiding",In=".offcanvas.show",Nn=`show${xn}`,Pn=`shown${xn}`,Mn=`hide${xn}`,jn=`hidePrevented${xn}`,Fn=`hidden${xn}`,Hn=`resize${xn}`,Wn=`click${xn}${kn}`,Bn=`keydown.dismiss${xn}`,zn={backdrop:!0,keyboard:!0,scroll:!1},Rn={backdrop:"(boolean|string)",keyboard:"boolean",scroll:"boolean"};class qn extends W{constructor(t,e){super(t,e),this._isShown=!1,this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._addEventListeners()}static get Default(){return zn}static get DefaultType(){return Rn}static get NAME(){return"offcanvas"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||N.trigger(this._element,Nn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._backdrop.show(),this._config.scroll||(new cn).hide(),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.classList.add(Dn),this._queueCallback((()=>{this._config.scroll&&!this._config.backdrop||this._focustrap.activate(),this._element.classList.add(Sn),this._element.classList.remove(Dn),N.trigger(this._element,Pn,{relatedTarget:t})}),this._element,!0))}hide(){this._isShown&&(N.trigger(this._element,Mn).defaultPrevented||(this._focustrap.deactivate(),this._element.blur(),this._isShown=!1,this._element.classList.add($n),this._backdrop.hide(),this._queueCallback((()=>{this._element.classList.remove(Sn,$n),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._config.scroll||(new cn).reset(),N.trigger(this._element,Fn)}),this._element,!0)))}dispose(){this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}_initializeBackDrop(){const t=Boolean(this._config.backdrop);return new Ui({className:"offcanvas-backdrop",isVisible:t,isAnimated:!0,rootElement:this._element.parentNode,clickCallback:t?()=>{"static"!==this._config.backdrop?this.hide():N.trigger(this._element,jn)}:null})}_initializeFocusTrap(){return new sn({trapElement:this._element})}_addEventListeners(){N.on(this._element,Bn,(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():N.trigger(this._element,jn))}))}static jQueryInterface(t){return this.each((function(){const e=qn.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t](this)}}))}}N.on(document,Wn,'[data-bs-toggle="offcanvas"]',(function(t){const e=z.getElementFromSelector(this);if(["A","AREA"].includes(this.tagName)&&t.preventDefault(),l(this))return;N.one(e,Fn,(()=>{a(this)&&this.focus()}));const i=z.findOne(In);i&&i!==e&&qn.getInstance(i).hide(),qn.getOrCreateInstance(e).toggle(this)})),N.on(window,Ln,(()=>{for(const t of z.find(In))qn.getOrCreateInstance(t).show()})),N.on(window,Hn,(()=>{for(const t of z.find("[aria-modal][class*=show][class*=offcanvas-]"))"fixed"!==getComputedStyle(t).position&&qn.getOrCreateInstance(t).hide()})),R(qn),m(qn);const Vn={"*":["class","dir","id","lang","role",/^aria-[\w-]*$/i],a:["target","href","title","rel"],area:[],b:[],br:[],col:[],code:[],div:[],em:[],hr:[],h1:[],h2:[],h3:[],h4:[],h5:[],h6:[],i:[],img:["src","srcset","alt","title","width","height"],li:[],ol:[],p:[],pre:[],s:[],small:[],span:[],sub:[],sup:[],strong:[],u:[],ul:[]},Kn=new Set(["background","cite","href","itemtype","longdesc","poster","src","xlink:href"]),Qn=/^(?!javascript:)(?:[a-z0-9+.-]+:|[^&:/?#]*(?:[/?#]|$))/i,Xn=(t,e)=>{const i=t.nodeName.toLowerCase();return e.includes(i)?!Kn.has(i)||Boolean(Qn.test(t.nodeValue)):e.filter((t=>t instanceof RegExp)).some((t=>t.test(i)))},Yn={allowList:Vn,content:{},extraClass:"",html:!1,sanitize:!0,sanitizeFn:null,template:"

"},Un={allowList:"object",content:"object",extraClass:"(string|function)",html:"boolean",sanitize:"boolean",sanitizeFn:"(null|function)",template:"string"},Gn={entry:"(string|element|function|null)",selector:"(string|element)"};class Jn extends H{constructor(t){super(),this._config=this._getConfig(t)}static get Default(){return Yn}static get DefaultType(){return Un}static get NAME(){return"TemplateFactory"}getContent(){return Object.values(this._config.content).map((t=>this._resolvePossibleFunction(t))).filter(Boolean)}hasContent(){return this.getContent().length>0}changeContent(t){return this._checkContent(t),this._config.content={...this._config.content,...t},this}toHtml(){const t=document.createElement("div");t.innerHTML=this._maybeSanitize(this._config.template);for(const[e,i]of Object.entries(this._config.content))this._setContent(t,i,e);const e=t.children[0],i=this._resolvePossibleFunction(this._config.extraClass);return i&&e.classList.add(...i.split(" ")),e}_typeCheckConfig(t){super._typeCheckConfig(t),this._checkContent(t.content)}_checkContent(t){for(const[e,i]of Object.entries(t))super._typeCheckConfig({selector:e,entry:i},Gn)}_setContent(t,e,i){const n=z.findOne(i,t);n&&((e=this._resolvePossibleFunction(e))?o(e)?this._putElementInTemplate(r(e),n):this._config.html?n.innerHTML=this._maybeSanitize(e):n.textContent=e:n.remove())}_maybeSanitize(t){return this._config.sanitize?function(t,e,i){if(!t.length)return t;if(i&&"function"==typeof i)return i(t);const n=(new window.DOMParser).parseFromString(t,"text/html"),s=[].concat(...n.body.querySelectorAll("*"));for(const t of s){const i=t.nodeName.toLowerCase();if(!Object.keys(e).includes(i)){t.remove();continue}const n=[].concat(...t.attributes),s=[].concat(e["*"]||[],e[i]||[]);for(const e of n)Xn(e,s)||t.removeAttribute(e.nodeName)}return n.body.innerHTML}(t,this._config.allowList,this._config.sanitizeFn):t}_resolvePossibleFunction(t){return g(t,[this])}_putElementInTemplate(t,e){if(this._config.html)return e.innerHTML="",void e.append(t);e.textContent=t.textContent}}const Zn=new Set(["sanitize","allowList","sanitizeFn"]),ts="fade",es="show",is=".modal",ns="hide.bs.modal",ss="hover",os="focus",rs={AUTO:"auto",TOP:"top",RIGHT:p()?"left":"right",BOTTOM:"bottom",LEFT:p()?"right":"left"},as={allowList:Vn,animation:!0,boundary:"clippingParents",container:!1,customClass:"",delay:0,fallbackPlacements:["top","right","bottom","left"],html:!1,offset:[0,6],placement:"top",popperConfig:null,sanitize:!0,sanitizeFn:null,selector:!1,template:'',title:"",trigger:"hover focus"},ls={allowList:"object",animation:"boolean",boundary:"(string|element)",container:"(string|element|boolean)",customClass:"(string|function)",delay:"(number|object)",fallbackPlacements:"array",html:"boolean",offset:"(array|string|function)",placement:"(string|function)",popperConfig:"(null|object|function)",sanitize:"boolean",sanitizeFn:"(null|function)",selector:"(string|boolean)",template:"string",title:"(string|element|function)",trigger:"string"};class cs extends W{constructor(t,e){if(void 0===vi)throw new TypeError("Bootstrap's tooltips require Popper (https://popper.js.org)");super(t,e),this._isEnabled=!0,this._timeout=0,this._isHovered=null,this._activeTrigger={},this._popper=null,this._templateFactory=null,this._newContent=null,this.tip=null,this._setListeners(),this._config.selector||this._fixTitle()}static get Default(){return as}static get DefaultType(){return ls}static get 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t.container=!1===t.container?document.body:r(t.container),"number"==typeof t.delay&&(t.delay={show:t.delay,hide:t.delay}),"number"==typeof t.title&&(t.title=t.title.toString()),"number"==typeof t.content&&(t.content=t.content.toString()),t}_getDelegateConfig(){const t={};for(const[e,i]of Object.entries(this._config))this.constructor.Default[e]!==i&&(t[e]=i);return t.selector=!1,t.trigger="manual",t}_disposePopper(){this._popper&&(this._popper.destroy(),this._popper=null),this.tip&&(this.tip.remove(),this.tip=null)}static jQueryInterface(t){return this.each((function(){const e=cs.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}}m(cs);const hs={...cs.Default,content:"",offset:[0,8],placement:"right",template:'',trigger:"click"},ds={...cs.DefaultType,content:"(null|string|element|function)"};class us extends cs{static get Default(){return hs}static get DefaultType(){return ds}static get 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a/_book/site_libs/quarto-html/quarto-syntax-highlighting.css +++ /dev/null @@ -1,203 +0,0 @@ -/* quarto syntax highlight colors */ -:root { - --quarto-hl-ot-color: #003B4F; - --quarto-hl-at-color: #657422; - --quarto-hl-ss-color: #20794D; - --quarto-hl-an-color: #5E5E5E; - --quarto-hl-fu-color: #4758AB; - --quarto-hl-st-color: #20794D; - --quarto-hl-cf-color: #003B4F; - --quarto-hl-op-color: #5E5E5E; - --quarto-hl-er-color: #AD0000; - --quarto-hl-bn-color: #AD0000; - --quarto-hl-al-color: #AD0000; - --quarto-hl-va-color: #111111; - --quarto-hl-bu-color: inherit; - --quarto-hl-ex-color: inherit; - --quarto-hl-pp-color: #AD0000; - --quarto-hl-in-color: #5E5E5E; - --quarto-hl-vs-color: #20794D; - --quarto-hl-wa-color: #5E5E5E; - --quarto-hl-do-color: #5E5E5E; - --quarto-hl-im-color: #00769E; - --quarto-hl-ch-color: #20794D; - --quarto-hl-dt-color: #AD0000; - --quarto-hl-fl-color: #AD0000; - --quarto-hl-co-color: #5E5E5E; - --quarto-hl-cv-color: #5E5E5E; - --quarto-hl-cn-color: #8f5902; - --quarto-hl-sc-color: #5E5E5E; - --quarto-hl-dv-color: #AD0000; - --quarto-hl-kw-color: #003B4F; -} - -/* other quarto variables */ -:root { - --quarto-font-monospace: SFMono-Regular, Menlo, Monaco, Consolas, "Liberation Mono", "Courier New", monospace; -} - -pre > code.sourceCode > span { - color: #003B4F; -} - -code span { - color: #003B4F; -} - -code.sourceCode > span { - color: #003B4F; -} - -div.sourceCode, -div.sourceCode pre.sourceCode { - color: #003B4F; -} - -code span.ot { - color: #003B4F; - font-style: inherit; -} - -code span.at { - color: #657422; - font-style: inherit; -} - -code span.ss { - color: #20794D; - font-style: inherit; -} - -code span.an { - color: #5E5E5E; - font-style: inherit; -} - -code span.fu { - color: #4758AB; - font-style: inherit; -} - -code span.st { - color: #20794D; - font-style: inherit; -} - -code span.cf { - color: #003B4F; - font-style: inherit; -} - -code span.op { - color: #5E5E5E; - font-style: inherit; -} - -code span.er { - color: #AD0000; - font-style: inherit; -} - -code span.bn { - color: #AD0000; - font-style: inherit; -} - -code span.al { - color: #AD0000; - font-style: inherit; -} - -code span.va { - color: #111111; - font-style: inherit; -} - -code span.bu { - font-style: inherit; -} - -code span.ex { - font-style: inherit; -} - -code span.pp { - color: #AD0000; - font-style: inherit; -} - -code span.in { - color: #5E5E5E; - font-style: inherit; -} - -code span.vs { - color: #20794D; - font-style: inherit; -} - -code span.wa { - color: #5E5E5E; - font-style: italic; -} - -code span.do { - color: #5E5E5E; - font-style: italic; -} - -code span.im { - color: #00769E; - font-style: inherit; -} - -code span.ch { - color: #20794D; - font-style: inherit; -} - -code span.dt { - color: #AD0000; - font-style: inherit; -} - -code span.fl { - color: #AD0000; - font-style: inherit; -} - -code span.co { - color: #5E5E5E; - font-style: inherit; -} - -code span.cv { - color: #5E5E5E; - font-style: italic; -} - -code span.cn { - color: #8f5902; - font-style: inherit; -} - -code span.sc { - color: #5E5E5E; - font-style: inherit; -} - -code span.dv { - color: #AD0000; - font-style: inherit; -} - -code span.kw { - color: #003B4F; - font-style: inherit; -} - -.prevent-inlining { - content: " { - // Find any conflicting margin elements and add margins to the - // top to prevent overlap - const marginChildren = window.document.querySelectorAll( - ".column-margin.column-container > *, .margin-caption, .aside" - ); - - let lastBottom = 0; - for (const marginChild of marginChildren) { - if (marginChild.offsetParent !== null) { - // clear the top margin so we recompute it - marginChild.style.marginTop = null; - const top = marginChild.getBoundingClientRect().top + window.scrollY; - if (top < lastBottom) { - const marginChildStyle = window.getComputedStyle(marginChild); - const marginBottom = parseFloat(marginChildStyle["marginBottom"]); - const margin = lastBottom - top + marginBottom; - marginChild.style.marginTop = `${margin}px`; - } - const styles = window.getComputedStyle(marginChild); - const marginTop = parseFloat(styles["marginTop"]); - lastBottom = top + marginChild.getBoundingClientRect().height + marginTop; - } - } -}; - -window.document.addEventListener("DOMContentLoaded", function (_event) { - // Recompute the position of margin elements anytime the body size changes - if (window.ResizeObserver) { - const resizeObserver = new window.ResizeObserver( - throttle(() => { - layoutMarginEls(); - if ( - window.document.body.getBoundingClientRect().width < 990 && - isReaderMode() - ) { - quartoToggleReader(); - } - }, 50) - ); - resizeObserver.observe(window.document.body); - } - - const tocEl = window.document.querySelector('nav.toc-active[role="doc-toc"]'); - const sidebarEl = window.document.getElementById("quarto-sidebar"); - const leftTocEl = window.document.getElementById("quarto-sidebar-toc-left"); - const marginSidebarEl = window.document.getElementById( - "quarto-margin-sidebar" - ); - // function to determine whether the element has a previous sibling that is active - const prevSiblingIsActiveLink = (el) => { - const sibling = el.previousElementSibling; - if (sibling && sibling.tagName === "A") { - return sibling.classList.contains("active"); - } else { - return false; - } - }; - - // fire slideEnter for bootstrap tab activations (for htmlwidget resize behavior) - function fireSlideEnter(e) { - const event = window.document.createEvent("Event"); - event.initEvent("slideenter", true, true); - window.document.dispatchEvent(event); - } - const tabs = window.document.querySelectorAll('a[data-bs-toggle="tab"]'); - tabs.forEach((tab) => { - tab.addEventListener("shown.bs.tab", fireSlideEnter); - }); - - // fire slideEnter for tabby tab activations (for htmlwidget resize behavior) - document.addEventListener("tabby", fireSlideEnter, false); - - // Track scrolling and mark TOC links as active - // get table of contents and sidebar (bail if we don't have at least one) - const tocLinks = tocEl - ? [...tocEl.querySelectorAll("a[data-scroll-target]")] - : []; - const makeActive = (link) => tocLinks[link].classList.add("active"); - const removeActive = (link) => tocLinks[link].classList.remove("active"); - const removeAllActive = () => - [...Array(tocLinks.length).keys()].forEach((link) => removeActive(link)); - - // activate the anchor for a section associated with this TOC entry - tocLinks.forEach((link) => { - link.addEventListener("click", () => { - if (link.href.indexOf("#") !== -1) { - const anchor = link.href.split("#")[1]; - const heading = window.document.querySelector( - `[data-anchor-id=${anchor}]` - ); - if (heading) { - // Add the class - heading.classList.add("reveal-anchorjs-link"); - - // function to show the anchor - const handleMouseout = () => { - heading.classList.remove("reveal-anchorjs-link"); - heading.removeEventListener("mouseout", handleMouseout); - }; - - // add a function to clear the anchor when the user mouses out of it - heading.addEventListener("mouseout", handleMouseout); - } - } - }); - }); - - const sections = tocLinks.map((link) => { - const target = link.getAttribute("data-scroll-target"); - if (target.startsWith("#")) { - return window.document.getElementById(decodeURI(`${target.slice(1)}`)); - } else { - return window.document.querySelector(decodeURI(`${target}`)); - } - }); - - const sectionMargin = 200; - let currentActive = 0; - // track whether we've initialized state the first time - let init = false; - - const updateActiveLink = () => { - // The index from bottom to top (e.g. reversed list) - let sectionIndex = -1; - if ( - window.innerHeight + window.pageYOffset >= - window.document.body.offsetHeight - ) { - sectionIndex = 0; - } else { - sectionIndex = [...sections].reverse().findIndex((section) => { - if (section) { - return window.pageYOffset >= section.offsetTop - sectionMargin; - } else { - return false; - } - }); - } - if (sectionIndex > -1) { - const current = sections.length - sectionIndex - 1; - if (current !== currentActive) { - removeAllActive(); - currentActive = current; - makeActive(current); - if (init) { - window.dispatchEvent(sectionChanged); - } - init = true; - } - } - }; - - const inHiddenRegion = (top, bottom, hiddenRegions) => { - for (const region of hiddenRegions) { - if (top <= region.bottom && bottom >= region.top) { - return true; - } - } - return false; - }; - - const categorySelector = "header.quarto-title-block .quarto-category"; - const activateCategories = (href) => { - // Find any categories - // Surround them with a link pointing back to: - // #category=Authoring - try { - const categoryEls = window.document.querySelectorAll(categorySelector); - for (const categoryEl of categoryEls) { - const categoryText = categoryEl.textContent; - if (categoryText) { - const link = `${href}#category=${encodeURIComponent(categoryText)}`; - const linkEl = window.document.createElement("a"); - linkEl.setAttribute("href", link); - for (const child of categoryEl.childNodes) { - linkEl.append(child); - } - categoryEl.appendChild(linkEl); - } - } - } catch { - // Ignore errors - } - }; - function hasTitleCategories() { - return window.document.querySelector(categorySelector) !== null; - } - - function offsetRelativeUrl(url) { - const offset = getMeta("quarto:offset"); - return offset ? offset + url : url; - } - - function offsetAbsoluteUrl(url) { - const offset = getMeta("quarto:offset"); - const baseUrl = new URL(offset, window.location); - - const projRelativeUrl = url.replace(baseUrl, ""); - if (projRelativeUrl.startsWith("/")) { - return projRelativeUrl; - } else { - return "/" + projRelativeUrl; - } - } - - // read a meta tag value - function getMeta(metaName) { - const metas = window.document.getElementsByTagName("meta"); - for (let i = 0; i < metas.length; i++) { - if (metas[i].getAttribute("name") === metaName) { - return metas[i].getAttribute("content"); - } - } - return ""; - } - - async function findAndActivateCategories() { - const currentPagePath = offsetAbsoluteUrl(window.location.href); - const response = await fetch(offsetRelativeUrl("listings.json")); - if (response.status == 200) { - return response.json().then(function (listingPaths) { - const listingHrefs = []; - for (const listingPath of listingPaths) { - const pathWithoutLeadingSlash = listingPath.listing.substring(1); - for (const item of listingPath.items) { - if ( - item === currentPagePath || - item === currentPagePath + "index.html" - ) { - // Resolve this path against the offset to be sure - // we already are using the correct path to the listing - // (this adjusts the listing urls to be rooted against - // whatever root the page is actually running against) - const relative = offsetRelativeUrl(pathWithoutLeadingSlash); - const baseUrl = window.location; - const resolvedPath = new URL(relative, baseUrl); - listingHrefs.push(resolvedPath.pathname); - break; - } - } - } - - // Look up the tree for a nearby linting and use that if we find one - const nearestListing = findNearestParentListing( - offsetAbsoluteUrl(window.location.pathname), - listingHrefs - ); - if (nearestListing) { - activateCategories(nearestListing); - } else { - // See if the referrer is a listing page for this item - const referredRelativePath = offsetAbsoluteUrl(document.referrer); - const referrerListing = listingHrefs.find((listingHref) => { - const isListingReferrer = - listingHref === referredRelativePath || - listingHref === referredRelativePath + "index.html"; - return isListingReferrer; - }); - - if (referrerListing) { - // Try to use the referrer if possible - activateCategories(referrerListing); - } else if (listingHrefs.length > 0) { - // Otherwise, just fall back to the first listing - activateCategories(listingHrefs[0]); - } - } - }); - } - } - if (hasTitleCategories()) { - findAndActivateCategories(); - } - - const findNearestParentListing = (href, listingHrefs) => { - if (!href || !listingHrefs) { - return undefined; - } - // Look up the tree for a nearby linting and use that if we find one - const relativeParts = href.substring(1).split("/"); - while (relativeParts.length > 0) { - const path = relativeParts.join("/"); - for (const listingHref of listingHrefs) { - if (listingHref.startsWith(path)) { - return listingHref; - } - } - relativeParts.pop(); - } - - return undefined; - }; - - const manageSidebarVisiblity = (el, placeholderDescriptor) => { - let isVisible = true; - let elRect; - - return (hiddenRegions) => { - if (el === null) { - return; - } - - // Find the last element of the TOC - const lastChildEl = el.lastElementChild; - - if (lastChildEl) { - // Converts the sidebar to a menu - const convertToMenu = () => { - for (const child of el.children) { - child.style.opacity = 0; - child.style.overflow = "hidden"; - } - - nexttick(() => { - const toggleContainer = window.document.createElement("div"); - toggleContainer.style.width = "100%"; - toggleContainer.classList.add("zindex-over-content"); - toggleContainer.classList.add("quarto-sidebar-toggle"); - toggleContainer.classList.add("headroom-target"); // Marks this to be managed by headeroom - toggleContainer.id = placeholderDescriptor.id; - toggleContainer.style.position = "fixed"; - - const toggleIcon = window.document.createElement("i"); - toggleIcon.classList.add("quarto-sidebar-toggle-icon"); - toggleIcon.classList.add("bi"); - toggleIcon.classList.add("bi-caret-down-fill"); - - const toggleTitle = window.document.createElement("div"); - const titleEl = window.document.body.querySelector( - placeholderDescriptor.titleSelector - ); - if (titleEl) { - toggleTitle.append( - titleEl.textContent || titleEl.innerText, - toggleIcon - ); - } - toggleTitle.classList.add("zindex-over-content"); - toggleTitle.classList.add("quarto-sidebar-toggle-title"); - toggleContainer.append(toggleTitle); - - const toggleContents = window.document.createElement("div"); - toggleContents.classList = el.classList; - toggleContents.classList.add("zindex-over-content"); - toggleContents.classList.add("quarto-sidebar-toggle-contents"); - for (const child of el.children) { - if (child.id === "toc-title") { - continue; - } - - const clone = child.cloneNode(true); - clone.style.opacity = 1; - clone.style.display = null; - toggleContents.append(clone); - } - toggleContents.style.height = "0px"; - const positionToggle = () => { - // position the element (top left of parent, same width as parent) - if (!elRect) { - elRect = el.getBoundingClientRect(); - } - toggleContainer.style.left = `${elRect.left}px`; - toggleContainer.style.top = `${elRect.top}px`; - toggleContainer.style.width = `${elRect.width}px`; - }; - positionToggle(); - - toggleContainer.append(toggleContents); - el.parentElement.prepend(toggleContainer); - - // Process clicks - let tocShowing = false; - // Allow the caller to control whether this is dismissed - // when it is clicked (e.g. sidebar navigation supports - // opening and closing the nav tree, so don't dismiss on click) - const clickEl = placeholderDescriptor.dismissOnClick - ? toggleContainer - : toggleTitle; - - const closeToggle = () => { - if (tocShowing) { - toggleContainer.classList.remove("expanded"); - toggleContents.style.height = "0px"; - tocShowing = false; - } - }; - - // Get rid of any expanded toggle if the user scrolls - window.document.addEventListener( - "scroll", - throttle(() => { - closeToggle(); - }, 50) - ); - - // Handle positioning of the toggle - window.addEventListener( - "resize", - throttle(() => { - elRect = undefined; - positionToggle(); - }, 50) - ); - - window.addEventListener("quarto-hrChanged", () => { - elRect = undefined; - }); - - // Process the click - clickEl.onclick = () => { - if (!tocShowing) { - toggleContainer.classList.add("expanded"); - toggleContents.style.height = null; - tocShowing = true; - } else { - closeToggle(); - } - }; - }); - }; - - // Converts a sidebar from a menu back to a sidebar - const convertToSidebar = () => { - for (const child of el.children) { - child.style.opacity = 1; - child.style.overflow = null; - } - - const placeholderEl = window.document.getElementById( - placeholderDescriptor.id - ); - if (placeholderEl) { - placeholderEl.remove(); - } - - el.classList.remove("rollup"); - }; - - if (isReaderMode()) { - convertToMenu(); - isVisible = false; - } else { - // Find the top and bottom o the element that is being managed - const elTop = el.offsetTop; - const elBottom = - elTop + lastChildEl.offsetTop + lastChildEl.offsetHeight; - - if (!isVisible) { - // If the element is current not visible reveal if there are - // no conflicts with overlay regions - if (!inHiddenRegion(elTop, elBottom, hiddenRegions)) { - convertToSidebar(); - isVisible = true; - } - } else { - // If the element is visible, hide it if it conflicts with overlay regions - // and insert a placeholder toggle (or if we're in reader mode) - if (inHiddenRegion(elTop, elBottom, hiddenRegions)) { - convertToMenu(); - isVisible = false; - } - } - } - } - }; - }; - - const tabEls = document.querySelectorAll('a[data-bs-toggle="tab"]'); - for (const tabEl of tabEls) { - const id = tabEl.getAttribute("data-bs-target"); - if (id) { - const columnEl = document.querySelector( - `${id} .column-margin, .tabset-margin-content` - ); - if (columnEl) - tabEl.addEventListener("shown.bs.tab", function (event) { - const el = event.srcElement; - if (el) { - const visibleCls = `${el.id}-margin-content`; - // walk up until we find a parent tabset - let panelTabsetEl = el.parentElement; - while (panelTabsetEl) { - if (panelTabsetEl.classList.contains("panel-tabset")) { - break; - } - panelTabsetEl = panelTabsetEl.parentElement; - } - - if (panelTabsetEl) { - const prevSib = panelTabsetEl.previousElementSibling; - if ( - prevSib && - prevSib.classList.contains("tabset-margin-container") - ) { - const childNodes = prevSib.querySelectorAll( - ".tabset-margin-content" - ); - for (const childEl of childNodes) { - if (childEl.classList.contains(visibleCls)) { - childEl.classList.remove("collapse"); - } else { - childEl.classList.add("collapse"); - } - } - } - } - } - - layoutMarginEls(); - }); - } - } - - // Manage the visibility of the toc and the sidebar - const marginScrollVisibility = manageSidebarVisiblity(marginSidebarEl, { - id: "quarto-toc-toggle", - titleSelector: "#toc-title", - dismissOnClick: true, - }); - const sidebarScrollVisiblity = manageSidebarVisiblity(sidebarEl, { - id: "quarto-sidebarnav-toggle", - titleSelector: ".title", - dismissOnClick: false, - }); - let tocLeftScrollVisibility; - if (leftTocEl) { - tocLeftScrollVisibility = manageSidebarVisiblity(leftTocEl, { - id: "quarto-lefttoc-toggle", - titleSelector: "#toc-title", - dismissOnClick: true, - }); - } - - // Find the first element that uses formatting in special columns - const conflictingEls = window.document.body.querySelectorAll( - '[class^="column-"], [class*=" column-"], aside, [class*="margin-caption"], [class*=" margin-caption"], [class*="margin-ref"], [class*=" margin-ref"]' - ); - - // Filter all the possibly conflicting elements into ones - // the do conflict on the left or ride side - const arrConflictingEls = Array.from(conflictingEls); - const leftSideConflictEls = arrConflictingEls.filter((el) => { - if (el.tagName === "ASIDE") { - return false; - } - return Array.from(el.classList).find((className) => { - return ( - className !== "column-body" && - className.startsWith("column-") && - !className.endsWith("right") && - !className.endsWith("container") && - className !== "column-margin" - ); - }); - }); - const rightSideConflictEls = arrConflictingEls.filter((el) => { - if (el.tagName === "ASIDE") { - return true; - } - - const hasMarginCaption = Array.from(el.classList).find((className) => { - return className == "margin-caption"; - }); - if (hasMarginCaption) { - return true; - } - - return Array.from(el.classList).find((className) => { - return ( - className !== "column-body" && - !className.endsWith("container") && - className.startsWith("column-") && - !className.endsWith("left") - ); - }); - }); - - const kOverlapPaddingSize = 10; - function toRegions(els) { - return els.map((el) => { - const boundRect = el.getBoundingClientRect(); - const top = - boundRect.top + - document.documentElement.scrollTop - - kOverlapPaddingSize; - return { - top, - bottom: top + el.scrollHeight + 2 * kOverlapPaddingSize, - }; - }); - } - - let hasObserved = false; - const visibleItemObserver = (els) => { - let visibleElements = [...els]; - const intersectionObserver = new IntersectionObserver( - (entries, _observer) => { - entries.forEach((entry) => { - if (entry.isIntersecting) { - if (visibleElements.indexOf(entry.target) === -1) { - visibleElements.push(entry.target); - } - } else { - visibleElements = visibleElements.filter((visibleEntry) => { - return visibleEntry !== entry; - }); - } - }); - - if (!hasObserved) { - hideOverlappedSidebars(); - } - hasObserved = true; - }, - {} - ); - els.forEach((el) => { - intersectionObserver.observe(el); - }); - - return { - getVisibleEntries: () => { - return visibleElements; - }, - }; - }; - - const rightElementObserver = visibleItemObserver(rightSideConflictEls); - const leftElementObserver = visibleItemObserver(leftSideConflictEls); - - const hideOverlappedSidebars = () => { - marginScrollVisibility(toRegions(rightElementObserver.getVisibleEntries())); - sidebarScrollVisiblity(toRegions(leftElementObserver.getVisibleEntries())); - if (tocLeftScrollVisibility) { - tocLeftScrollVisibility( - toRegions(leftElementObserver.getVisibleEntries()) - ); - } - }; - - window.quartoToggleReader = () => { - // Applies a slow class (or removes it) - // to update the transition speed - const slowTransition = (slow) => { - const manageTransition = (id, slow) => { - const el = document.getElementById(id); - if (el) { - if (slow) { - el.classList.add("slow"); - } else { - el.classList.remove("slow"); - } - } - }; - - manageTransition("TOC", slow); - manageTransition("quarto-sidebar", slow); - }; - const readerMode = !isReaderMode(); - setReaderModeValue(readerMode); - - // If we're entering reader mode, slow the transition - if (readerMode) { - slowTransition(readerMode); - } - highlightReaderToggle(readerMode); - hideOverlappedSidebars(); - - // If we're exiting reader mode, restore the non-slow transition - if (!readerMode) { - slowTransition(!readerMode); - } - }; - - const highlightReaderToggle = (readerMode) => { - const els = document.querySelectorAll(".quarto-reader-toggle"); - if (els) { - els.forEach((el) => { - if (readerMode) { - el.classList.add("reader"); - } else { - el.classList.remove("reader"); - } - }); - } - }; - - const setReaderModeValue = (val) => { - if (window.location.protocol !== "file:") { - window.localStorage.setItem("quarto-reader-mode", val); - } else { - localReaderMode = val; - } - }; - - const isReaderMode = () => { - if (window.location.protocol !== "file:") { - return window.localStorage.getItem("quarto-reader-mode") === "true"; - } else { - return localReaderMode; - } - }; - let localReaderMode = null; - - const tocOpenDepthStr = tocEl?.getAttribute("data-toc-expanded"); - const tocOpenDepth = tocOpenDepthStr ? Number(tocOpenDepthStr) : 1; - - // Walk the TOC and collapse/expand nodes - // Nodes are expanded if: - // - they are top level - // - they have children that are 'active' links - // - they are directly below an link that is 'active' - const walk = (el, depth) => { - // Tick depth when we enter a UL - if (el.tagName === "UL") { - depth = depth + 1; - } - - // It this is active link - let isActiveNode = false; - if (el.tagName === "A" && el.classList.contains("active")) { - isActiveNode = true; - } - - // See if there is an active child to this element - let hasActiveChild = false; - for (child of el.children) { - hasActiveChild = walk(child, depth) || hasActiveChild; - } - - // Process the collapse state if this is an UL - if (el.tagName === "UL") { - if (tocOpenDepth === -1 && depth > 1) { - el.classList.add("collapse"); - } else if ( - depth <= tocOpenDepth || - hasActiveChild || - prevSiblingIsActiveLink(el) - ) { - el.classList.remove("collapse"); - } else { - 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a/_book/site_libs/quarto-search/quarto-search.js b/_book/site_libs/quarto-search/quarto-search.js deleted file mode 100644 index aefb6a5..0000000 --- a/_book/site_libs/quarto-search/quarto-search.js +++ /dev/null @@ -1,1247 +0,0 @@ -const kQueryArg = "q"; -const kResultsArg = "show-results"; - -// If items don't provide a URL, then both the navigator and the onSelect -// function aren't called (and therefore, the default implementation is used) -// -// We're using this sentinel URL to signal to those handlers that this -// item is a more item (along with the type) and can be handled appropriately -const kItemTypeMoreHref = "0767FDFD-0422-4E5A-BC8A-3BE11E5BBA05"; - -window.document.addEventListener("DOMContentLoaded", function (_event) { - // Ensure that search is available on this page. If it isn't, - // should return early and not do anything - var searchEl = window.document.getElementById("quarto-search"); - if (!searchEl) return; - - const { autocomplete } = window["@algolia/autocomplete-js"]; - - let quartoSearchOptions = {}; - let language = {}; - const searchOptionEl = window.document.getElementById( - "quarto-search-options" - ); - if (searchOptionEl) { - const jsonStr = searchOptionEl.textContent; - quartoSearchOptions = JSON.parse(jsonStr); - language = quartoSearchOptions.language; - } - - // note the search mode - if (quartoSearchOptions.type === "overlay") { - searchEl.classList.add("type-overlay"); - } else { - searchEl.classList.add("type-textbox"); - } - - // Used to determine highlighting behavior for this page - // A `q` query param is expected when the user follows a search - // to this page - const currentUrl = new URL(window.location); - const query = currentUrl.searchParams.get(kQueryArg); - const showSearchResults = currentUrl.searchParams.get(kResultsArg); - const mainEl = window.document.querySelector("main"); - - // highlight matches on the page - if (query && mainEl) { - // perform any highlighting - highlight(escapeRegExp(query), mainEl); - - // fix up the URL to remove the q query param - const replacementUrl = new URL(window.location); - replacementUrl.searchParams.delete(kQueryArg); - window.history.replaceState({}, "", replacementUrl); - } - - // function to clear highlighting on the page when the search query changes - // (e.g. if the user edits the query or clears it) - let highlighting = true; - const resetHighlighting = (searchTerm) => { - if (mainEl && highlighting && query && searchTerm !== query) { - clearHighlight(query, mainEl); - highlighting = false; - } - }; - - // Clear search highlighting when the user scrolls sufficiently - const resetFn = () => { - resetHighlighting(""); - window.removeEventListener("quarto-hrChanged", resetFn); - window.removeEventListener("quarto-sectionChanged", resetFn); - }; - - // Register this event after the initial scrolling and settling of events - // on the page - window.addEventListener("quarto-hrChanged", resetFn); - window.addEventListener("quarto-sectionChanged", resetFn); - - // Responsively switch to overlay mode if the search is present on the navbar - // Note that switching the sidebar to overlay mode requires more coordinate (not just - // the media query since we generate different HTML for sidebar overlays than we do - // for sidebar input UI) - const detachedMediaQuery = - quartoSearchOptions.type === "overlay" ? "all" : "(max-width: 991px)"; - - // If configured, include the analytics client to send insights - const plugins = configurePlugins(quartoSearchOptions); - - let lastState = null; - const { setIsOpen, setQuery, setCollections } = autocomplete({ - container: searchEl, - detachedMediaQuery: detachedMediaQuery, - defaultActiveItemId: 0, - panelContainer: "#quarto-search-results", - panelPlacement: quartoSearchOptions["panel-placement"], - debug: false, - openOnFocus: true, - plugins, - classNames: { - form: "d-flex", - }, - placeholder: language["search-text-placeholder"], - translations: { - clearButtonTitle: language["search-clear-button-title"], - detachedCancelButtonText: language["search-detached-cancel-button-title"], - submitButtonTitle: language["search-submit-button-title"], - }, - initialState: { - query, - }, - getItemUrl({ item }) { - return item.href; - }, - onStateChange({ state }) { - // If this is a file URL, note that - - // Perhaps reset highlighting - resetHighlighting(state.query); - - // If the panel just opened, ensure the panel is positioned properly - if (state.isOpen) { - if (lastState && !lastState.isOpen) { - setTimeout(() => { - positionPanel(quartoSearchOptions["panel-placement"]); - }, 150); - } - } - - // Perhaps show the copy link - showCopyLink(state.query, quartoSearchOptions); - - lastState = state; - }, - reshape({ sources, state }) { - return sources.map((source) => { - try { - const items = source.getItems(); - - // Validate the items - validateItems(items); - - // group the items by document - const groupedItems = new Map(); - items.forEach((item) => { - const hrefParts = item.href.split("#"); - const baseHref = hrefParts[0]; - const isDocumentItem = hrefParts.length === 1; - - const items = groupedItems.get(baseHref); - if (!items) { - groupedItems.set(baseHref, [item]); - } else { - // If the href for this item matches the document - // exactly, place this item first as it is the item that represents - // the document itself - if (isDocumentItem) { - items.unshift(item); - } else { - items.push(item); - } - groupedItems.set(baseHref, items); - } - }); - - const reshapedItems = []; - let count = 1; - for (const [_key, value] of groupedItems) { - const firstItem = value[0]; - reshapedItems.push({ - ...firstItem, - type: kItemTypeDoc, - }); - - const collapseMatches = quartoSearchOptions["collapse-after"]; - const collapseCount = - typeof collapseMatches === "number" ? collapseMatches : 1; - - if (value.length > 1) { - const target = `search-more-${count}`; - const isExpanded = - state.context.expanded && - state.context.expanded.includes(target); - - const remainingCount = value.length - collapseCount; - - for (let i = 1; i < value.length; i++) { - if (collapseMatches && i === collapseCount) { - reshapedItems.push({ - target, - title: isExpanded - ? language["search-hide-matches-text"] - : remainingCount === 1 - ? `${remainingCount} ${language["search-more-match-text"]}` - : `${remainingCount} ${language["search-more-matches-text"]}`, - type: kItemTypeMore, - href: kItemTypeMoreHref, - }); - } - - if (isExpanded || !collapseMatches || i < collapseCount) { - reshapedItems.push({ - ...value[i], - type: kItemTypeItem, - target, - }); - } - } - } - count += 1; - } - - return { - ...source, - getItems() { - return reshapedItems; - }, - }; - } catch (error) { - // Some form of error occurred - return { - ...source, - getItems() { - return [ - { - title: error.name || "An Error Occurred While Searching", - text: - error.message || - "An unknown error occurred while attempting to perform the requested search.", - type: kItemTypeError, - }, - ]; - }, - }; - } - }); - }, - navigator: { - navigate({ itemUrl }) { - if (itemUrl !== offsetURL(kItemTypeMoreHref)) { - window.location.assign(itemUrl); - } - }, - navigateNewTab({ itemUrl }) { - if (itemUrl !== offsetURL(kItemTypeMoreHref)) { - const windowReference = window.open(itemUrl, "_blank", "noopener"); - if (windowReference) { - windowReference.focus(); - } - } - }, - navigateNewWindow({ itemUrl }) { - if (itemUrl !== offsetURL(kItemTypeMoreHref)) { - window.open(itemUrl, "_blank", "noopener"); - } - }, - }, - getSources({ state, setContext, setActiveItemId, refresh }) { - return [ - { - sourceId: "documents", - getItemUrl({ item }) { - if (item.href) { - return offsetURL(item.href); - } else { - return undefined; - } - }, - onSelect({ - item, - state, - setContext, - setIsOpen, - setActiveItemId, - refresh, - }) { - if (item.type === kItemTypeMore) { - toggleExpanded(item, state, setContext, setActiveItemId, refresh); - - // Toggle more - setIsOpen(true); - } - }, - getItems({ query }) { - if (query === null || query === "") { - return []; - } - - const limit = quartoSearchOptions.limit; - if (quartoSearchOptions.algolia) { - return algoliaSearch(query, limit, quartoSearchOptions.algolia); - } else { - // Fuse search options - const fuseSearchOptions = { - isCaseSensitive: false, - shouldSort: true, - minMatchCharLength: 2, - limit: limit, - }; - - return readSearchData().then(function (fuse) { - return fuseSearch(query, fuse, fuseSearchOptions); - }); - } - }, - templates: { - noResults({ createElement }) { - const hasQuery = lastState.query; - - return createElement( - "div", - { - class: `quarto-search-no-results${ - hasQuery ? "" : " no-query" - }`, - }, - language["search-no-results-text"] - ); - }, - header({ items, createElement }) { - // count the documents - const count = items.filter((item) => { - return item.type === kItemTypeDoc; - }).length; - - if (count > 0) { - return createElement( - "div", - { class: "search-result-header" }, - `${count} ${language["search-matching-documents-text"]}` - ); - } else { - return createElement( - "div", - { class: "search-result-header-no-results" }, - `` - ); - } - }, - footer({ _items, createElement }) { - if ( - quartoSearchOptions.algolia && - quartoSearchOptions.algolia["show-logo"] - ) { - const libDir = quartoSearchOptions.algolia["libDir"]; - const logo = createElement("img", { - src: offsetURL( - `${libDir}/quarto-search/search-by-algolia.svg` - ), - class: "algolia-search-logo", - }); - return createElement( - "a", - { href: "http://www.algolia.com/" }, - logo - ); - } - }, - - item({ item, createElement }) { - return renderItem( - item, - createElement, - state, - setActiveItemId, - setContext, - refresh, - quartoSearchOptions - ); - }, - }, - }, - ]; - }, - }); - - window.quartoOpenSearch = () => { - setIsOpen(false); - setIsOpen(true); - focusSearchInput(); - }; - - document.addEventListener("keyup", (event) => { - const { key } = event; - const kbds = quartoSearchOptions["keyboard-shortcut"]; - const focusedEl = document.activeElement; - - const isFormElFocused = [ - "input", - "select", - "textarea", - "button", - "option", - ].find((tag) => { - return focusedEl.tagName.toLowerCase() === tag; - }); - - if ( - kbds && - kbds.includes(key) && - !isFormElFocused && - !document.activeElement.isContentEditable - ) { - event.preventDefault(); - window.quartoOpenSearch(); - } - }); - - // Remove the labeleledby attribute since it is pointing - // to a non-existent label - if (quartoSearchOptions.type === "overlay") { - const inputEl = window.document.querySelector( - "#quarto-search .aa-Autocomplete" - ); - if (inputEl) { - inputEl.removeAttribute("aria-labelledby"); - } - } - - function throttle(func, wait) { - let waiting = false; - return function () { - if (!waiting) { - func.apply(this, arguments); - waiting = true; - setTimeout(function () { - waiting = false; - }, wait); - } - }; - } - - // If the main document scrolls dismiss the search results - // (otherwise, since they're floating in the document they can scroll with the document) - window.document.body.onscroll = throttle(() => { - // Only do this if we're not detached - // Bug #7117 - // This will happen when the keyboard is shown on ios (resulting in a scroll) - // which then closed the search UI - if (!window.matchMedia(detachedMediaQuery).matches) { - setIsOpen(false); - } - }, 50); - - if (showSearchResults) { - setIsOpen(true); - focusSearchInput(); - } -}); - -function configurePlugins(quartoSearchOptions) { - const autocompletePlugins = []; - const algoliaOptions = quartoSearchOptions.algolia; - if ( - algoliaOptions && - algoliaOptions["analytics-events"] && - algoliaOptions["search-only-api-key"] && - algoliaOptions["application-id"] - ) { - const apiKey = algoliaOptions["search-only-api-key"]; - const appId = algoliaOptions["application-id"]; - - // Aloglia insights may not be loaded because they require cookie consent - // Use deferred loading so events will start being recorded when/if consent - // is granted. - const algoliaInsightsDeferredPlugin = deferredLoadPlugin(() => { - if ( - window.aa && - window["@algolia/autocomplete-plugin-algolia-insights"] - ) { - window.aa("init", { - appId, - apiKey, - useCookie: true, - }); - - const { createAlgoliaInsightsPlugin } = - window["@algolia/autocomplete-plugin-algolia-insights"]; - // Register the insights client - const algoliaInsightsPlugin = createAlgoliaInsightsPlugin({ - insightsClient: window.aa, - onItemsChange({ insights, insightsEvents }) { - const events = insightsEvents.flatMap((event) => { - // This API limits the number of items per event to 20 - const chunkSize = 20; - const itemChunks = []; - const eventItems = event.items; - for (let i = 0; i < eventItems.length; i += chunkSize) { - itemChunks.push(eventItems.slice(i, i + chunkSize)); - } - // Split the items into multiple events that can be sent - const events = itemChunks.map((items) => { - return { - ...event, - items, - }; - }); - return events; - }); - - for (const event of events) { - insights.viewedObjectIDs(event); - } - }, - }); - return algoliaInsightsPlugin; - } - }); - - // Add the plugin - autocompletePlugins.push(algoliaInsightsDeferredPlugin); - return autocompletePlugins; - } -} - -// For plugins that may not load immediately, create a wrapper -// plugin and forward events and plugin data once the plugin -// is initialized. This is useful for cases like cookie consent -// which may prevent the analytics insights event plugin from initializing -// immediately. -function deferredLoadPlugin(createPlugin) { - let plugin = undefined; - let subscribeObj = undefined; - const wrappedPlugin = () => { - if (!plugin && subscribeObj) { - plugin = createPlugin(); - if (plugin && plugin.subscribe) { - plugin.subscribe(subscribeObj); - } - } - return plugin; - }; - - return { - subscribe: (obj) => { - subscribeObj = obj; - }, - onStateChange: (obj) => { - const plugin = wrappedPlugin(); - if (plugin && plugin.onStateChange) { - plugin.onStateChange(obj); - } - }, - onSubmit: (obj) => { - const plugin = wrappedPlugin(); - if (plugin && plugin.onSubmit) { - plugin.onSubmit(obj); - } - }, - onReset: (obj) => { - const plugin = wrappedPlugin(); - if (plugin && plugin.onReset) { - plugin.onReset(obj); - } - }, - getSources: (obj) => { - const plugin = wrappedPlugin(); - if (plugin && plugin.getSources) { - return plugin.getSources(obj); - } else { - return Promise.resolve([]); - } - }, - data: (obj) => { - const plugin = wrappedPlugin(); - if (plugin && plugin.data) { - plugin.data(obj); - } - }, - }; -} - -function validateItems(items) { - // Validate the first item - if (items.length > 0) { - const item = items[0]; - const missingFields = []; - if (item.href == undefined) { - missingFields.push("href"); - } - if (!item.title == undefined) { - missingFields.push("title"); - } - if (!item.text == undefined) { - missingFields.push("text"); - } - - if (missingFields.length === 1) { - throw { - name: `Error: Search index is missing the ${missingFields[0]} field.`, - message: `The items being returned for this search do not include all the required fields. Please ensure that your index items include the ${missingFields[0]} field or use index-fields in your _quarto.yml file to specify the field names.`, - }; - } else if (missingFields.length > 1) { - const missingFieldList = missingFields - .map((field) => { - return `${field}`; - }) - .join(", "); - - throw { - name: `Error: Search index is missing the following fields: ${missingFieldList}.`, - message: `The items being returned for this search do not include all the required fields. Please ensure that your index items includes the following fields: ${missingFieldList}, or use index-fields in your _quarto.yml file to specify the field names.`, - }; - } - } -} - -let lastQuery = null; -function showCopyLink(query, options) { - const language = options.language; - lastQuery = query; - // Insert share icon - const inputSuffixEl = window.document.body.querySelector( - ".aa-Form .aa-InputWrapperSuffix" - ); - - if (inputSuffixEl) { - let copyButtonEl = window.document.body.querySelector( - ".aa-Form .aa-InputWrapperSuffix .aa-CopyButton" - ); - - if (copyButtonEl === null) { - copyButtonEl = window.document.createElement("button"); - copyButtonEl.setAttribute("class", "aa-CopyButton"); - copyButtonEl.setAttribute("type", "button"); - copyButtonEl.setAttribute("title", language["search-copy-link-title"]); - copyButtonEl.onmousedown = (e) => { - e.preventDefault(); - e.stopPropagation(); - }; - - const linkIcon = "bi-clipboard"; - const checkIcon = "bi-check2"; - - const shareIconEl = window.document.createElement("i"); - shareIconEl.setAttribute("class", `bi ${linkIcon}`); - copyButtonEl.appendChild(shareIconEl); - inputSuffixEl.prepend(copyButtonEl); - - const clipboard = new window.ClipboardJS(".aa-CopyButton", { - text: function (_trigger) { - const copyUrl = new URL(window.location); - copyUrl.searchParams.set(kQueryArg, lastQuery); - copyUrl.searchParams.set(kResultsArg, "1"); - return copyUrl.toString(); - }, - }); - clipboard.on("success", function (e) { - // Focus the input - - // button target - const button = e.trigger; - const icon = button.querySelector("i.bi"); - - // flash "checked" - icon.classList.add(checkIcon); - icon.classList.remove(linkIcon); - setTimeout(function () { - icon.classList.remove(checkIcon); - icon.classList.add(linkIcon); - }, 1000); - }); - } - - // If there is a query, show the link icon - if (copyButtonEl) { - if (lastQuery && options["copy-button"]) { - copyButtonEl.style.display = "flex"; - } else { - copyButtonEl.style.display = "none"; - } - } - } -} - -/* Search Index Handling */ -// create the index -var fuseIndex = undefined; -var shownWarning = false; -async function readSearchData() { - // Initialize the search index on demand - if (fuseIndex === undefined) { - if (window.location.protocol === "file:" && !shownWarning) { - window.alert( - "Search requires JavaScript features disabled when running in file://... URLs. In order to use search, please run this document in a web server." - ); - shownWarning = true; - return; - } - // create fuse index - const options = { - keys: [ - { name: "title", weight: 20 }, - { name: "section", weight: 20 }, - { name: "text", weight: 10 }, - ], - ignoreLocation: true, - threshold: 0.1, - }; - const fuse = new window.Fuse([], options); - - // fetch the main search.json - const response = await fetch(offsetURL("search.json")); - if (response.status == 200) { - return response.json().then(function (searchDocs) { - searchDocs.forEach(function (searchDoc) { - fuse.add(searchDoc); - }); - fuseIndex = fuse; - return fuseIndex; - }); - } else { - return Promise.reject( - new Error( - "Unexpected status from search index request: " + response.status - ) - ); - } - } - - return fuseIndex; -} - -function inputElement() { - return window.document.body.querySelector(".aa-Form .aa-Input"); -} - -function focusSearchInput() { - setTimeout(() => { - const inputEl = inputElement(); - if (inputEl) { - inputEl.focus(); - } - }, 50); -} - -/* Panels */ -const kItemTypeDoc = "document"; -const kItemTypeMore = "document-more"; -const kItemTypeItem = "document-item"; -const kItemTypeError = "error"; - -function renderItem( - item, - createElement, - state, - setActiveItemId, - setContext, - refresh, - quartoSearchOptions -) { - switch (item.type) { - case kItemTypeDoc: - return createDocumentCard( - createElement, - "file-richtext", - item.title, - item.section, - item.text, - item.href, - item.crumbs, - quartoSearchOptions - ); - case kItemTypeMore: - return createMoreCard( - createElement, - item, - state, - setActiveItemId, - setContext, - refresh - ); - case kItemTypeItem: - return createSectionCard( - createElement, - item.section, - item.text, - item.href - ); - case kItemTypeError: - return createErrorCard(createElement, item.title, item.text); - default: - return undefined; - } -} - -function createDocumentCard( - createElement, - icon, - title, - section, - text, - href, - crumbs, - quartoSearchOptions -) { - const iconEl = createElement("i", { - class: `bi bi-${icon} search-result-icon`, - }); - const titleEl = createElement("p", { class: "search-result-title" }, title); - const titleContents = [iconEl, titleEl]; - const showParent = quartoSearchOptions["show-item-context"]; - if (crumbs && showParent) { - let crumbsOut = undefined; - const crumbClz = ["search-result-crumbs"]; - if (showParent === "root") { - crumbsOut = crumbs.length > 1 ? crumbs[0] : undefined; - } else if (showParent === "parent") { - crumbsOut = crumbs.length > 1 ? crumbs[crumbs.length - 2] : undefined; - } else { - crumbsOut = crumbs.length > 1 ? crumbs.join(" > ") : undefined; - crumbClz.push("search-result-crumbs-wrap"); - } - - const crumbEl = createElement( - "p", - { class: crumbClz.join(" ") }, - crumbsOut - ); - titleContents.push(crumbEl); - } - - const titleContainerEl = createElement( - "div", - { class: "search-result-title-container" }, - titleContents - ); - - const textEls = []; - if (section) { - const sectionEl = createElement( - "p", - { class: "search-result-section" }, - section - ); - textEls.push(sectionEl); - } - const descEl = createElement("p", { - class: "search-result-text", - dangerouslySetInnerHTML: { - __html: text, - }, - }); - textEls.push(descEl); - - const textContainerEl = createElement( - "div", - { class: "search-result-text-container" }, - textEls - ); - - const containerEl = createElement( - "div", - { - class: "search-result-container", - }, - [titleContainerEl, textContainerEl] - ); - - const linkEl = createElement( - "a", - { - href: offsetURL(href), - class: "search-result-link", - }, - containerEl - ); - - const classes = ["search-result-doc", "search-item"]; - if (!section) { - classes.push("document-selectable"); - } - - return createElement( - "div", - { - class: classes.join(" "), - }, - linkEl - ); -} - -function createMoreCard( - createElement, - item, - state, - setActiveItemId, - setContext, - refresh -) { - const moreCardEl = createElement( - "div", - { - class: "search-result-more search-item", - onClick: (e) => { - // Handle expanding the sections by adding the expanded - // section to the list of expanded sections - toggleExpanded(item, state, setContext, setActiveItemId, refresh); - e.stopPropagation(); - }, - }, - item.title - ); - - return moreCardEl; -} - -function toggleExpanded(item, state, setContext, setActiveItemId, refresh) { - const expanded = state.context.expanded || []; - if (expanded.includes(item.target)) { - setContext({ - expanded: expanded.filter((target) => target !== item.target), - }); - } else { - setContext({ expanded: [...expanded, item.target] }); - } - - refresh(); - setActiveItemId(item.__autocomplete_id); -} - -function createSectionCard(createElement, section, text, href) { - const sectionEl = createSection(createElement, section, text, href); - return createElement( - "div", - { - class: "search-result-doc-section search-item", - }, - sectionEl - ); -} - -function createSection(createElement, title, text, href) { - const descEl = createElement("p", { - class: "search-result-text", - dangerouslySetInnerHTML: { - __html: text, - }, - }); - - const titleEl = createElement("p", { class: "search-result-section" }, title); - const linkEl = createElement( - "a", - { - href: offsetURL(href), - class: "search-result-link", - }, - [titleEl, descEl] - ); - return linkEl; -} - -function createErrorCard(createElement, title, text) { - const descEl = createElement("p", { - class: "search-error-text", - dangerouslySetInnerHTML: { - __html: text, - }, - }); - - const titleEl = createElement("p", { - class: "search-error-title", - dangerouslySetInnerHTML: { - __html: ` ${title}`, - }, - }); - const errorEl = createElement("div", { class: "search-error" }, [ - titleEl, - descEl, - ]); - return errorEl; -} - -function positionPanel(pos) { - const panelEl = window.document.querySelector( - "#quarto-search-results .aa-Panel" - ); - const inputEl = window.document.querySelector( - "#quarto-search .aa-Autocomplete" - ); - - if (panelEl && inputEl) { - panelEl.style.top = `${Math.round(panelEl.offsetTop)}px`; - if (pos === "start") { - panelEl.style.left = `${Math.round(inputEl.left)}px`; - } else { - panelEl.style.right = `${Math.round(inputEl.offsetRight)}px`; - } - } -} - -/* Highlighting */ -// highlighting functions -function highlightMatch(query, text) { - if (text) { - const start = text.toLowerCase().indexOf(query.toLowerCase()); - if (start !== -1) { - const startMark = ""; - const endMark = ""; - - const end = start + query.length; - text = - text.slice(0, start) + - startMark + - text.slice(start, end) + - endMark + - text.slice(end); - const startInfo = clipStart(text, start); - const endInfo = clipEnd( - text, - startInfo.position + startMark.length + endMark.length - ); - text = - startInfo.prefix + - text.slice(startInfo.position, endInfo.position) + - endInfo.suffix; - - return text; - } else { - return text; - } - } else { - return text; - } -} - -function clipStart(text, pos) { - const clipStart = pos - 50; - if (clipStart < 0) { - // This will just return the start of the string - return { - position: 0, - prefix: "", - }; - } else { - // We're clipping before the start of the string, walk backwards to the first space. - const spacePos = findSpace(text, pos, -1); - return { - position: spacePos.position, - prefix: "", - }; - } -} - -function clipEnd(text, pos) { - const clipEnd = pos + 200; - if (clipEnd > text.length) { - return { - position: text.length, - suffix: "", - }; - } else { - const spacePos = findSpace(text, clipEnd, 1); - return { - position: spacePos.position, - suffix: spacePos.clipped ? "…" : "", - }; - } -} - -function findSpace(text, start, step) { - let stepPos = start; - while (stepPos > -1 && stepPos < text.length) { - const char = text[stepPos]; - if (char === " " || char === "," || char === ":") { - return { - position: step === 1 ? stepPos : stepPos - step, - clipped: stepPos > 1 && stepPos < text.length, - }; - } - stepPos = stepPos + step; - } - - return { - position: stepPos - step, - clipped: false, - }; -} - -// removes highlighting as implemented by the mark tag -function clearHighlight(searchterm, el) { - const childNodes = el.childNodes; - for (let i = childNodes.length - 1; i >= 0; i--) { - const node = childNodes[i]; - if (node.nodeType === Node.ELEMENT_NODE) { - if ( - node.tagName === "MARK" && - node.innerText.toLowerCase() === searchterm.toLowerCase() - ) { - el.replaceChild(document.createTextNode(node.innerText), node); - } else { - clearHighlight(searchterm, node); - } - } - } -} - -function escapeRegExp(string) { - return string.replace(/[.*+?^${}()|[\]\\]/g, "\\$&"); // $& means the whole matched string -} - -// highlight matches -function highlight(term, el) { - const termRegex = new RegExp(term, "ig"); - const childNodes = el.childNodes; - - // walk back to front avoid mutating elements in front of us - for (let i = childNodes.length - 1; i >= 0; i--) { - const node = childNodes[i]; - - if (node.nodeType === Node.TEXT_NODE) { - // Search text nodes for text to highlight - const text = node.nodeValue; - - let startIndex = 0; - let matchIndex = text.search(termRegex); - if (matchIndex > -1) { - const markFragment = document.createDocumentFragment(); - while (matchIndex > -1) { - const prefix = text.slice(startIndex, matchIndex); - markFragment.appendChild(document.createTextNode(prefix)); - - const mark = document.createElement("mark"); - mark.appendChild( - document.createTextNode( - text.slice(matchIndex, matchIndex + term.length) - ) - ); - markFragment.appendChild(mark); - - startIndex = matchIndex + term.length; - matchIndex = text.slice(startIndex).search(new RegExp(term, "ig")); - if (matchIndex > -1) { - matchIndex = startIndex + matchIndex; - } - } - if (startIndex < text.length) { - markFragment.appendChild( - document.createTextNode(text.slice(startIndex, text.length)) - ); - } - - el.replaceChild(markFragment, node); - } - } else if (node.nodeType === Node.ELEMENT_NODE) { - // recurse through elements - highlight(term, node); - } - } -} - -/* Link Handling */ -// get the offset from this page for a given site root relative url -function offsetURL(url) { - var offset = getMeta("quarto:offset"); - return offset ? offset + url : url; -} - -// read a meta tag value -function getMeta(metaName) { - var metas = window.document.getElementsByTagName("meta"); - for (let i = 0; i < metas.length; i++) { - if (metas[i].getAttribute("name") === metaName) { - return metas[i].getAttribute("content"); - } - } - return ""; -} - -function algoliaSearch(query, limit, algoliaOptions) { - const { getAlgoliaResults } = window["@algolia/autocomplete-preset-algolia"]; - - const applicationId = algoliaOptions["application-id"]; - const searchOnlyApiKey = algoliaOptions["search-only-api-key"]; - const indexName = algoliaOptions["index-name"]; - const indexFields = algoliaOptions["index-fields"]; - const searchClient = window.algoliasearch(applicationId, searchOnlyApiKey); - const searchParams = algoliaOptions["params"]; - const searchAnalytics = !!algoliaOptions["analytics-events"]; - - return getAlgoliaResults({ - searchClient, - queries: [ - { - indexName: indexName, - query, - params: { - hitsPerPage: limit, - clickAnalytics: searchAnalytics, - ...searchParams, - }, - }, - ], - transformResponse: (response) => { - if (!indexFields) { - return response.hits.map((hit) => { - return hit.map((item) => { - return { - ...item, - text: highlightMatch(query, item.text), - }; - }); - }); - } else { - const remappedHits = response.hits.map((hit) => { - return hit.map((item) => { - const newItem = { ...item }; - ["href", "section", "title", "text", "crumbs"].forEach( - (keyName) => { - const mappedName = indexFields[keyName]; - if ( - mappedName && - item[mappedName] !== undefined && - mappedName !== keyName - ) { - newItem[keyName] = item[mappedName]; - delete newItem[mappedName]; - } - } - ); - newItem.text = highlightMatch(query, newItem.text); - return newItem; - }); - }); - return remappedHits; - } - }, - }); -} - -function fuseSearch(query, fuse, fuseOptions) { - return fuse.search(query, fuseOptions).map((result) => { - const addParam = (url, name, value) => { - const anchorParts = url.split("#"); - const baseUrl = anchorParts[0]; - const sep = baseUrl.search("\\?") > 0 ? "&" : "?"; - anchorParts[0] = baseUrl + sep + name + "=" + value; - return anchorParts.join("#"); - }; - - return { - title: result.item.title, - section: result.item.section, - href: addParam(result.item.href, kQueryArg, query), - text: highlightMatch(query, result.item.text), - crumbs: result.item.crumbs, - }; - }); -} From 5b42d4ed5310195e1f83882e7781d894a25d0346 Mon Sep 17 00:00:00 2001 From: Lextuga007 Date: Thu, 13 Jun 2024 15:55:46 +0100 Subject: [PATCH 41/45] Added mh code list GitHub --- data_sources.qmd | 14 ++++++++++++++ 1 file changed, 14 insertions(+) diff --git a/data_sources.qmd b/data_sources.qmd index 96aaacb..204eb02 100644 --- a/data_sources.qmd +++ b/data_sources.qmd @@ -24,3 +24,17 @@ ### SHAPE Tool (Department of Health and Social Care) [SHAPE](https://app.shapeatlas.net/place){target="_blank"} + +## Code lists + +Mental Health from Health Foundation's [Network Data Labs](https://github.com/HFAnalyticsLab/Mental-health-code-lists) + +Includes code lists for + +- Depression +- Anxiety +- Self harm +- Eating disorders +- Alcohol misuse +- Substance misuse +- Severe mental illness \ No newline at end of file From 03d3364dc4f216e2c2b6d4ed39af67554342697f Mon Sep 17 00:00:00 2001 From: Lextuga007 Date: Thu, 13 Jun 2024 16:08:14 +0100 Subject: [PATCH 42/45] Added note about new release in 2025 --- imd.qmd | 10 ++++++++++ 1 file changed, 10 insertions(+) diff --git a/imd.qmd b/imd.qmd index 525f7b2..95f0af2 100644 --- a/imd.qmd +++ b/imd.qmd @@ -6,6 +6,16 @@ title: "Index of Multiple Deprivation (IMD)" The latest available IMD data for England is from 2019. +:::{.callout-important collapse=false appearance='default' icon=true} +## Updated IMD for England +This is expected to be released in late 2025 by [Oxford Consultants for Social Inclusion (OCSI)](https://ocsi.uk/2023/07/10/we-are-updating-the-english-indices-of-deprivation/). + +The consultation outcome was released in 2022 by the [Department for Levelling up, Housing & Communities](https://www.gov.uk/government/consultations/indices-futures-updating-the-english-indices-of-deprivation-iod-consultation/outcome/indices-futures-updating-the-english-indices-of-deprivation-iod-consultation-government-reponse) + +Thanks to the NHS-R Community for finding and sharing these links on the NHS-R Slack +::: + + IMD is very useful for categorising the area a person lives in for deprivation. Deprivation is by country and do not include the other nations. Deciles are the most commonly used way of referring to IMD and are taken from the scores which are ordered and then cut into 10. For deciles the 1 is the most deprived area and 10 is the least deprived. [Wikipedia link](https://en.wikipedia.org/wiki/Multiple_deprivation_index)\ From d4296a34d6888472426971751a180f752590388e Mon Sep 17 00:00:00 2001 From: Lextuga007 Date: Fri, 14 Jun 2024 12:29:02 +0100 Subject: [PATCH 43/45] Added link to csv bulk imd lookup --- imd.qmd | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/imd.qmd b/imd.qmd index 95f0af2..cd99270 100644 --- a/imd.qmd +++ b/imd.qmd @@ -279,6 +279,10 @@ Technical report for 2019: Date: Fri, 14 Jun 2024 14:57:08 +0100 Subject: [PATCH 44/45] Add link to OpenCodelists This adds a link to OpenCodelists in the "Code lists" section, following a request from @Lextuga007. --- data_sources.qmd | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/data_sources.qmd b/data_sources.qmd index 204eb02..26dad8a 100644 --- a/data_sources.qmd +++ b/data_sources.qmd @@ -37,4 +37,6 @@ Includes code lists for - Eating disorders - Alcohol misuse - Substance misuse -- Severe mental illness \ No newline at end of file +- Severe mental illness + +A wide range of code lists from [OpenCodelists](https://www.opencodelists.org/). From 7a2268825bb52366fdd03718700f56f2ef9e41f8 Mon Sep 17 00:00:00 2001 From: Lextuga007 Date: Fri, 14 Jun 2024 16:12:44 +0100 Subject: [PATCH 45/45] Added frailty score calculation --- data_sources.qmd | 18 +++++++++++------- 1 file changed, 11 insertions(+), 7 deletions(-) diff --git a/data_sources.qmd b/data_sources.qmd index 26dad8a..830f7d0 100644 --- a/data_sources.qmd +++ b/data_sources.qmd @@ -31,12 +31,16 @@ Mental Health from Health Foundation's [Network Data Labs](https://github.com/HF Includes code lists for -- Depression -- Anxiety -- Self harm -- Eating disorders -- Alcohol misuse -- Substance misuse -- Severe mental illness +- Depression +- Anxiety +- Self harm +- Eating disorders +- Alcohol misuse +- Substance misuse +- Severe mental illness A wide range of code lists from [OpenCodelists](https://www.opencodelists.org/). + +### Frailty + +[Frailty Score Calculation](https://github.com/Simon-W-M/frailty_score_calculation)