From 5dbed027c72f2dc9e947529d7dff761e6e595cb6 Mon Sep 17 00:00:00 2001 From: Jake Tufts <137207796+JT-39@users.noreply.github.com> Date: Wed, 25 Sep 2024 09:49:57 +0100 Subject: [PATCH 1/2] Dev stat neigh (#19) * Chore: Move region dev scripts to own folder in dev * Chore: Creating and starting dev workshop script for Stat neigh page * Data: Updated Data dict for 0 dps * Fix: Adding base family font specification to general_theme() for shinyapps io * Fix: Use css to apply font to ggiraph plot * Fix: Trying Arimo font loaded using gdtools * Fix: Adding gfonts to renv --- 01_data/02_prod/LAIT Data Dictionary.xlsx | Bin 149615 -> 114535 bytes .../region_dev_app_mod.R | 0 .../regional_dev_app.R | 0 .../regional_page_features_workshop.R | 0 02_dev/stat_neigh_page_features_workshop.R | 29 + R/fn_plotting.R | 1238 ++++++++--------- global.R | 5 + renv.lock | 109 ++ ui.R | 1 + www/dfe_shiny_gov_style.css | 3 + 10 files changed, 766 insertions(+), 619 deletions(-) rename 02_dev/{ => 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x[grepl("fn_", x)] + })() |> + purrr::walk(source) + + +# LAIT Regional Level LA table ------------------------------------------------ +# - Regional Authorities +# Set user inputs +selected_topic <- "Foundation Stage" +selected_indicator <- "Foundation Stage - % achieving a good level of development" +selected_la <- "Barking and Dagenham" + +# Filter BDS for topic and indicator +filtered_bds <- bds_metrics |> + dplyr::filter( + Topic == selected_topic, + Measure == selected_indicator, + !is.na(Years) + ) + +# Decimal point setting +indicator_dps <- filtered_bds |> + get_indicator_dps() diff --git a/R/fn_plotting.R b/R/fn_plotting.R index cbb8ed2..39097cc 100644 --- a/R/fn_plotting.R +++ b/R/fn_plotting.R @@ -1,619 +1,619 @@ -#' @title Extract the Unique Y-Axis Title from a Dataset -#' @description This function extracts the unique y-axis title from a -#' given dataset. -#' @param data_full A dataframe containing the full dataset. -#' @return A character vector containing the unique y-axis title(s). -#' @examples -#' \dontrun{ -#' get_yaxis_title(data_full = my_data) -#' } -#' @export -get_yaxis_title <- function(data_full) { - data_full |> - pull_uniques("y_axis_name") -} - - -#' @title Generate a Plot Title -#' @description This function generates a plot title based on the -#' selected indicator and the axis indicator. -#' @param selected_indicator A character string representing the -#' selected indicator. -#' @param axis_indicator A character string representing the axis indicator. -#' @return A character string representing the plot title. -#' @examples -#' \dontrun{ -#' get_plot_title(selected_indicator = "GDP", axis_indicator = "Population") -#' } -#' @export -get_plot_title <- function(data_full) { - data_full |> - pull_uniques("Chart_title") -} - - -#' Create Plot Colours -#' -#' This function generates a named vector of colors for the groups in the data, -#' which can be used in the plot to distinguish different -#' Local Authorities and Regions. -#' -#' @param data_long A data frame in long format containing the data -#' for the plot. -#' -#' @return A named vector of colors, where each color is associated -#' with a specific group -#' in the `LA and Regions` column of the `data_long` dataset. -#' -#' @details -#' The function first extracts the unique groups from the -#' `LA and Regions` column in `data_long`. -#' It then generates a categorical color palette using `afcolours::af_colours`, -#' with a color assigned to each group. -#' The output is a named vector where the names correspond to the groups, -#' and the values are the respective colors. -#' -create_plot_colours <- function(data_long) { - # Colours - plot_groups <- data_long |> - pull_uniques("LA and Regions") - - plot_colours <- afcolours::af_colours( - type = "categorical", - n = length(plot_groups) - ) - names(plot_colours) <- plot_groups - - plot_colours -} - - -#' Create Plot Colours with Focus Group Highlight -#' -#' This function generates a colour mapping for plot groups, -#' where all groups are assigned a neutral colour, -#' except for a specified focus group that is highlighted with a distinct -#' colour from the `af_colours_focus` palette. -#' -#' @param data_long A data frame in long format, containing a column -#' `LA and Regions` representing the groups for the plot. -#' @param focus_group A character string representing the group that should -#' be highlighted in the plot. -#' -#' @return A named character vector of hex colour codes, where names -#' correspond to the groups in `LA and Regions` -#' and values are the associated colours. The focus group will have -#' a distinct colour. -#' -#' @seealso [af_colours_focus()] for the colour palette used. -#' -#' @examples -#' # Create plot colours with a focus on "London" -#' create_focus_plot_colours(data_long, "London") -#' -#' @export -create_focus_plot_colours <- function(data_long, focus_group) { - # Colours - plot_groups <- data_long |> - pull_uniques("LA and Regions") - - plot_colours <- rep( - af_colours_focus()[2], - length(plot_groups) - ) - names(plot_colours) <- plot_groups - - plot_colours[focus_group] <- af_colours_focus()[1] - - plot_colours -} - - -#' Create Plot Sizes for Focus Group -#' -#' This function generates a vector of line sizes for plotting, where the -#' specified focus group is highlighted with a larger line size. All other -#' groups are assigned a default smaller size. -#' -#' @param data_long A data frame in long format containing the plotting -#' groups. This should include a column for "LA and Regions". -#' @param focus_group A character string indicating the focus group to be -#' highlighted in the plot. -#' -#' @return A numeric vector of line sizes, with the focus group having a -#' larger size (1) and all other groups having a default smaller size (0.5). -#' -#' @examples -#' create_focus_plot_sizes(data_long, "Barking and Dagenham") -#' -create_focus_plot_sizes <- function(data_long, focus_group) { - # Get plot groups - plot_groups <- data_long |> - pull_uniques("LA and Regions") - - # Set default line size - plot_sizes <- rep(0.5, length(plot_groups)) - names(plot_sizes) <- plot_groups - - # Set focus line size - plot_sizes[focus_group] <- 1 - - plot_sizes -} - - -#' @title Calculate Y-Axis Range -#' @description This function calculates the range of the 'values_num' -#' column in the provided dataset. -#' @param data_long A dataframe containing the dataset. -#' @return A numeric vector of length two, containing the minimum and -#' maximum of the 'values_num' column. -#' @examples -#' \dontrun{ -#' calculate_y_range(data_long = my_data) -#' } -#' @export -calculate_y_range <- function(data_long) { - data_long |> - dplyr::pull("values_num") |> - range(na.rm = TRUE) -} - - -#' Calculate Pretty Y-Gridlines -#' -#' This function computes the y-range for the provided data and generates -#' 'pretty' gridline breaks. It ensures that gridlines extend above the -#' maximum and below the minimum values of the dataset, enhancing plot -#' readability. -#' -#' The function first retrieves the data range using `calculate_y_range`. -#' If the maximum value is non-positive, it sets the upper limit to zero, -#' and if the minimum value is non-negative, it sets the lower limit to zero -#' as well. This adjustment guarantees that the y-axis includes zero when -#' necessary. -#' -#' After calculating the range, it generates 'pretty' breaks and checks to -#' ensure breaks extend beyond the maximum and minimum values. If needed, it -#' adds increments to the breaks for clarity. -#' -#' @param data_long A data frame in long format, containing the data -#' for which the y-axis gridlines are calculated. -#' -#' @return A numeric vector of 'pretty' breaks for y-gridlines, ensuring -#' that gridlines extend beyond the minimum and maximum values for better -#' visualization. -#' -#' @examples -#' # Example usage: -#' gridlines <- pretty_y_gridlines(data_long) -#' -pretty_y_gridlines <- function(data_long) { - # Get the range of the data - y_range <- calculate_y_range(data_long) - - # Zero axes if needed - if (y_range[2] <= 0) { - y_range[2] <- 0 - } - - if (y_range[1] >= 0) { - y_range[1] <- 0 - } - - # Generate 'pretty' breaks covering the range - pretty_breaks <- pretty(y_range) - - # Ensure there's a break above the max value - if (max(pretty_breaks) <= y_range[2] && y_range[2] != 0) { - pretty_breaks <- c(pretty_breaks, max(pretty_breaks) + 1.1 * diff(pretty_breaks[1:2])) - } - - # Ensure there's a break below the min value - if (min(pretty_breaks) >= y_range[1] && y_range[1] != 0) { - pretty_breaks <- c(min(pretty_breaks) - 1.1 * diff(pretty_breaks[1:2]), pretty_breaks) - } - - # Return the expanded range for y-limits - pretty_breaks -} - - - -#' @title Get Unique Years from Dataset -#' @description This function extracts the unique years from the -#' 'Years_num' column in the provided dataset. -#' @param data_long A dataframe containing the dataset. -#' @return A numeric vector containing the unique years. -#' @examples -#' \dontrun{ -#' get_years(data_long = my_data) -#' } -#' @export -get_years <- function(data_long) { - data_long |> - pull_uniques("Years_num") -} - - -#' @title Get Number of Unique Years -#' @description This function calculates the number of unique years -#' in the provided dataset. -#' @param data_long A dataframe containing the dataset. -#' @return A numeric value representing the number of unique years. -#' @examples -#' \dontrun{ -#' get_num_years(data_long = my_data) -#' } -#' @export -get_num_years <- function(data_long) { - get_years(data_long) |> - length() -} - - -#' Format Axes for Plotting -#' -#' This function formats the axes for a ggplot2 plot based on the provided -#' data. It sets the y-axis limits, breaks, and labels, as well as the -#' x-axis breaks, ensuring that the axes are appropriately scaled for -#' the given dataset. -#' -#' The function first calculates the number of years in the dataset using -#' `get_num_years` and then determines the pretty y-gridline breaks using -#' `pretty_y_gridlines`. It then creates a list containing the necessary -#' scale functions for both the y-axis and x-axis. -#' -#' @param data_long A data frame in long format, which contains the data -#' used for plotting. The structure should include relevant time and -#' numeric values. -#' -#' @return A list containing the ggplot2 scale functions for formatting -#' the y-axis and x-axis. This can be directly added to a ggplot object. -#' -#' @examples -#' # Example usage: -#' axes <- format_axes(data_long) -#' ggplot(data_long) + -#' axes + -#' geom_line() -format_axes <- function(data_long) { - num_years <- get_num_years(data_long) - y_breaks <- pretty_y_gridlines(data_long) - - list( - ggplot2::scale_y_continuous( - limits = range(y_breaks), - expand = expansion(0, 0), - breaks = pretty(y_breaks), - labels = unlist(lapply(pretty(y_breaks), dfeR::pretty_num)) - ), - ggplot2::scale_x_continuous( - breaks = scales::breaks_pretty(n = num_years) - ) - ) -} - - -#' Set Plot Colours for ggplot2 -#' -#' This function applies custom colour scales to a ggplot2 plot based on the -#' specified colour type. It allows for manual adjustments to colour and -#' fill aesthetics, and supports highlighting a focus group if desired. -#' -#' The function accepts a `colour_type` parameter to determine whether to -#' apply colour or fill scales, and can adjust the aesthetics for a specific -#' focus group. It generates colour palettes using helper functions tailored -#' to the data provided. -#' -#' @param data_long A data frame in long format, which contains the data -#' for plotting. The structure should include relevant categorical values -#' for colours. -#' @param colour_type A character string indicating the type of colour scale -#' to apply. Options include "colour", "fill", "focus", and "focus-fill". -#' @param focus_group An optional character string specifying the focus group -#' for which to apply special colour and size adjustments. -#' -#' @return A ggplot2 scale function (or a list of scale functions) -#' for setting colour or fill aesthetics. This can be directly added to -#' a ggplot object. -#' -#' @examples -#' # Example usage: -#' colours <- set_plot_colours(data_long, "focus", "Barking and Dagenham") -#' ggplot(data_long) + -#' colours + -#' geom_line() -#' -set_plot_colours <- function(data_long, - colour_type = "colour", - focus_group = NULL) { - if (colour_type == "colour") { - ggplot2::scale_colour_manual(values = create_plot_colours(data_long)) - } else if (colour_type == "fill") { - ggplot2::scale_fill_manual(values = create_plot_colours(data_long)) - } else if (colour_type == "focus") { - list( - ggplot2::scale_color_manual(values = create_focus_plot_colours(data_long, focus_group)), - ggplot2::scale_size_manual(values = create_focus_plot_sizes(data_long, focus_group)) - ) - } else if (colour_type == "focus-fill") { - ggplot2::scale_fill_manual(values = create_focus_plot_colours(data_long, focus_group)) - } -} - - -#' Set Plot Labels for ggplot2 -#' -#' This function sets the labels for a ggplot2 plot, including the x-axis, -#' y-axis, and the main title. It retrieves the y-axis title and plot title -#' based on the provided filtered data. -#' -#' The function uses helper functions to determine appropriate titles for -#' the axes and the plot, ensuring that the labels are relevant to the data -#' being visualized. -#' -#' @param filtered_bds A data frame or object containing the filtered data -#' used for plotting. This should include information necessary to derive -#' the y-axis and plot titles. -#' -#' @return A `labs` object for ggplot2, containing the specified labels for -#' the x-axis, y-axis, and title. This can be directly added to a ggplot -#' object. -#' -#' @examples -#' # Example usage: -#' labs <- set_plot_labs(filtered_bds) -#' ggplot(data) + -#' labs + -#' geom_line() -#' -set_plot_labs <- function(filtered_bds) { - y_title <- get_yaxis_title(filtered_bds) - plot_title <- get_plot_title(filtered_bds) - - ggplot2::labs( - x = "", - y = y_title, - title = plot_title - ) -} - - -#' Create a Custom ggplot2 Theme -#' -#' This function defines a custom theme for ggplot2 plots, enhancing the -#' visual presentation of the charts. It builds upon the minimal theme and -#' applies various aesthetic adjustments for titles, axes, and gridlines. -#' -#' The customisations include centered plot titles, specific angles and -#' adjustments for the y-axis title, and the positioning of the legend. It -#' also modifies the appearance of gridlines for a cleaner look. -#' -#' @return A list of theme elements to be used with ggplot2. This can be -#' added to a ggplot object to apply the custom styling. -#' -#' @examples -#' # Example usage: -#' ggplot(data) + -#' geom_line() + -#' custom_theme() -#' -custom_theme <- function() { - list( - ggplot2::theme_minimal(), - ggplot2::theme( - # Keeps title within chart - plot.title = ggtext::element_textbox( - hjust = 0.5, - width = unit(0.9, "npc"), - halign = 0.5, - margin = margin(b = unit(15, "lines")) - ), - axis.title.y = element_text(angle = 0, vjust = 0.5), - legend.position = "bottom", - legend.title = element_blank(), - panel.grid = element_line(colour = "#D9D9D9"), - panel.grid.minor = element_blank(), - panel.grid.major.x = element_blank() - ) - ) -} - - -#' Create Interactive Vertical Lines for Tooltips -#' -#' This function generates vertical lines on a ggplot2 plot that display -#' tooltips when hovered over, using the ggiraph package. -#' -#' @param x A numeric value representing the x-axis position (year) -#' for the vertical line. -#' @param data A data frame containing the data for the plot, -#' filtered for the relevant year. -#' -#' @return A `ggiraph::geom_vline_interactive` object representing the -#' vertical line with attached tooltips. -#' -#' @details -#' The function creates an interactive vertical line at the specified -#' x-axis position. -#' The tooltip displays the year and corresponding values for each -#' `LA and Regions` group present in the data. -#' The line is dashed and only becomes visible upon hovering, -#' enhancing the interactivity of the plot. -#' -tooltip_vlines <- function(x, data, indicator_dp = 1) { - geom_vline_interactive( - xintercept = x, - data_id = x, - tooltip = glue::glue("Year: {x}", paste0( - "\n", - glue::glue_data( - data |> - pretty_num_table(include_columns = "values_num", dp = indicator_dp) |> - dplyr::filter(Years_num == x) |> - dplyr::arrange(dplyr::desc(values_num)), - "{`LA and Regions`}: {values_num}" - ), - collapse = "" - )), - hover_nearest = TRUE, - linetype = "dashed", - size = 2.5, - color = "transparent" - ) -} - - -#' Custom ggiraph Tooltip CSS -#' -#' This function generates a string of custom CSS styles for -#' tooltips used in ggiraph plots. -#' -#' @return A character string containing the CSS styling for the -#' ggiraph tooltips. -#' -#' @details -#' The CSS string includes styles for background color, text color, -#' padding, border radius, font family, font weight, and border styling. -#' This allows for a consistent and visually -#' appealing tooltip appearance across all ggiraph plots in the application. -#' -custom_ggiraph_tooltip <- function() { - tooltip_css <- paste0( - "background-color:#ECECEC;", - "color:black;", - "padding:5px;", - "border-radius:3px;", - "font-family:Arial;", - "font-weight:500;", - "border:1px solid black;", - "z-index: 99999 !important;" - ) - - tooltip_css -} - - -#' Generate Generic ggiraph Options -#' -#' This function generates a list of commonly used ggiraph options for -#' customising tooltips and toolbars in `ggiraph` visualizations. -#' It is designed to provide a set of default settings that can be easily -#' extended or overridden. -#' -#' @param ... Additional options to be passed to `ggiraph` functions. -#' These options will be added to the default options provided by this function. -#' -#' @return A list of `ggiraph` options, including tooltip styling, -#' toolbar position, and customisation for PNG download functionality. -#' -#' @details -#' The default options generated by this function include: -#' - Tooltip customisation via `ggiraph::opts_tooltip()`, -#' with a custom CSS styling and full opacity. -#' - Toolbar customisation via `ggiraph::opts_toolbar()`, -#' positioning the toolbar in the top right corner, -#' setting a custom filename for PNG downloads, -#' and hiding unnecessary toolbar options like selection and zoom. -#' -#' These default options can be modified or extended using the `...` argument, -#' allowing you to pass additional options or override the defaults. -#' -generic_ggiraph_options <- function(...) { - list( - ggiraph::opts_tooltip( - css = custom_ggiraph_tooltip(), - opacity = 1 - ), - ggiraph::opts_toolbar( - position = "topright", - pngname = "lait-png-download", - hidden = c("selection", "zoom", "misc") - ), - ... - ) -} - - -#' Reorder Local Authority (LA) Regions in a Dataset -#' -#' This function reorders the `LA and Regions` column of a given dataset based -#' on a specified factor order. -#' It uses `forcats::fct_relevel` to reorder the factor levels and then -#' arranges the dataset accordingly. -#' -#' @param chart_data A data frame that contains the `LA and Regions` column. -#' @param factor_order A vector specifying the desired order -#' of `LA and Regions`. -#' @param ... Additional arguments passed to `forcats::fct_relevel`, -#' such as `after = Inf`. -#' -#' @return A reordered data frame where the `LA and Regions` column is -#' arranged according to the specified order. -#' -#' @import dplyr -#' @import forcats -#' -#' @examples -#' chart_data <- data.frame(`LA and Regions` = c( -#' "London", "East Midlands", -#' "North West" -#' )) -#' factor_order <- c("London", "North West", "East Midlands") -#' reordered_data <- reorder_la_regions(chart_data, factor_order) -#' print(reordered_data) -#' -reorder_la_regions <- function(chart_data, factor_order, ...) { - chart_data |> - dplyr::mutate( - `LA and Regions` = forcats::fct_relevel(`LA and Regions`, factor_order, ...) - ) |> - dplyr::arrange(`LA and Regions`) -} - - -#' Create a Named Vector for Color Mapping in Charts -#' -#' This function creates a named vector for color mapping based on a set -#' of chart groups and the type of chart (line or bar). -#' It uses the `afcolours::af_colours` palette to generate a categorical -#' color palette and assigns colors to each group. -#' Depending on the chart type, it returns the appropriate color scale function -#' for use in ggplot (either `scale_colour_manual` for line charts or -#' `scale_fill_manual` for bar charts). -#' -#' @param chart_groups A character vector of groups (e.g., `LA and Regions`) -#' that require color mapping. -#' @param type A string indicating the chart type. Use `"line"` for line charts -#' or `"bar"` for bar charts. -#' -#' @return A `ggplot2` scale function (`scale_colour_manual` for line charts or -#' `scale_fill_manual` for bar charts) that maps the specified groups -#' to corresponding colors. -#' -#' @import ggplot2 -#' @import afcolours -#' -#' @examples -#' chart_groups <- c("London", "North East", "South East") -#' color_scale <- manual_colour_mapping(chart_groups, type = "line") -#' # Use the `color_scale` in a ggplot plot -#' -manual_colour_mapping <- function(chart_groups, type) { - # Get the required number of colors from af_colours - colour_values <- afcolours::af_colours( - type = "categorical", - n = 4 - )[seq_along(chart_groups)] - - # Create a named vector of colors corresponding to the groups - colour_mapping <- setNames(colour_values, chart_groups) - - # Whether line or bar chart - if (type == "line") { - ggplot2::scale_colour_manual(values = colour_mapping) - } else if (type == "bar") { - ggplot2::scale_fill_manual(values = colour_mapping) - } -} +#' @title Extract the Unique Y-Axis Title from a Dataset +#' @description This function extracts the unique y-axis title from a +#' given dataset. +#' @param data_full A dataframe containing the full dataset. +#' @return A character vector containing the unique y-axis title(s). +#' @examples +#' \dontrun{ +#' get_yaxis_title(data_full = my_data) +#' } +#' @export +get_yaxis_title <- function(data_full) { + data_full |> + pull_uniques("y_axis_name") +} + + +#' @title Generate a Plot Title +#' @description This function generates a plot title based on the +#' selected indicator and the axis indicator. +#' @param selected_indicator A character string representing the +#' selected indicator. +#' @param axis_indicator A character string representing the axis indicator. +#' @return A character string representing the plot title. +#' @examples +#' \dontrun{ +#' get_plot_title(selected_indicator = "GDP", axis_indicator = "Population") +#' } +#' @export +get_plot_title <- function(data_full) { + data_full |> + pull_uniques("Chart_title") +} + + +#' Create Plot Colours +#' +#' This function generates a named vector of colors for the groups in the data, +#' which can be used in the plot to distinguish different +#' Local Authorities and Regions. +#' +#' @param data_long A data frame in long format containing the data +#' for the plot. +#' +#' @return A named vector of colors, where each color is associated +#' with a specific group +#' in the `LA and Regions` column of the `data_long` dataset. +#' +#' @details +#' The function first extracts the unique groups from the +#' `LA and Regions` column in `data_long`. +#' It then generates a categorical color palette using `afcolours::af_colours`, +#' with a color assigned to each group. +#' The output is a named vector where the names correspond to the groups, +#' and the values are the respective colors. +#' +create_plot_colours <- function(data_long) { + # Colours + plot_groups <- data_long |> + pull_uniques("LA and Regions") + + plot_colours <- afcolours::af_colours( + type = "categorical", + n = length(plot_groups) + ) + names(plot_colours) <- plot_groups + + plot_colours +} + + +#' Create Plot Colours with Focus Group Highlight +#' +#' This function generates a colour mapping for plot groups, +#' where all groups are assigned a neutral colour, +#' except for a specified focus group that is highlighted with a distinct +#' colour from the `af_colours_focus` palette. +#' +#' @param data_long A data frame in long format, containing a column +#' `LA and Regions` representing the groups for the plot. +#' @param focus_group A character string representing the group that should +#' be highlighted in the plot. +#' +#' @return A named character vector of hex colour codes, where names +#' correspond to the groups in `LA and Regions` +#' and values are the associated colours. The focus group will have +#' a distinct colour. +#' +#' @seealso [af_colours_focus()] for the colour palette used. +#' +#' @examples +#' # Create plot colours with a focus on "London" +#' create_focus_plot_colours(data_long, "London") +#' +#' @export +create_focus_plot_colours <- function(data_long, focus_group) { + # Colours + plot_groups <- data_long |> + pull_uniques("LA and Regions") + + plot_colours <- rep( + af_colours_focus()[2], + length(plot_groups) + ) + names(plot_colours) <- plot_groups + + plot_colours[focus_group] <- af_colours_focus()[1] + + plot_colours +} + + +#' Create Plot Sizes for Focus Group +#' +#' This function generates a vector of line sizes for plotting, where the +#' specified focus group is highlighted with a larger line size. All other +#' groups are assigned a default smaller size. +#' +#' @param data_long A data frame in long format containing the plotting +#' groups. This should include a column for "LA and Regions". +#' @param focus_group A character string indicating the focus group to be +#' highlighted in the plot. +#' +#' @return A numeric vector of line sizes, with the focus group having a +#' larger size (1) and all other groups having a default smaller size (0.5). +#' +#' @examples +#' create_focus_plot_sizes(data_long, "Barking and Dagenham") +#' +create_focus_plot_sizes <- function(data_long, focus_group) { + # Get plot groups + plot_groups <- data_long |> + pull_uniques("LA and Regions") + + # Set default line size + plot_sizes <- rep(0.5, length(plot_groups)) + names(plot_sizes) <- plot_groups + + # Set focus line size + plot_sizes[focus_group] <- 1 + + plot_sizes +} + + +#' @title Calculate Y-Axis Range +#' @description This function calculates the range of the 'values_num' +#' column in the provided dataset. +#' @param data_long A dataframe containing the dataset. +#' @return A numeric vector of length two, containing the minimum and +#' maximum of the 'values_num' column. +#' @examples +#' \dontrun{ +#' calculate_y_range(data_long = my_data) +#' } +#' @export +calculate_y_range <- function(data_long) { + data_long |> + dplyr::pull("values_num") |> + range(na.rm = TRUE) +} + + +#' Calculate Pretty Y-Gridlines +#' +#' This function computes the y-range for the provided data and generates +#' 'pretty' gridline breaks. It ensures that gridlines extend above the +#' maximum and below the minimum values of the dataset, enhancing plot +#' readability. +#' +#' The function first retrieves the data range using `calculate_y_range`. +#' If the maximum value is non-positive, it sets the upper limit to zero, +#' and if the minimum value is non-negative, it sets the lower limit to zero +#' as well. This adjustment guarantees that the y-axis includes zero when +#' necessary. +#' +#' After calculating the range, it generates 'pretty' breaks and checks to +#' ensure breaks extend beyond the maximum and minimum values. If needed, it +#' adds increments to the breaks for clarity. +#' +#' @param data_long A data frame in long format, containing the data +#' for which the y-axis gridlines are calculated. +#' +#' @return A numeric vector of 'pretty' breaks for y-gridlines, ensuring +#' that gridlines extend beyond the minimum and maximum values for better +#' visualization. +#' +#' @examples +#' # Example usage: +#' gridlines <- pretty_y_gridlines(data_long) +#' +pretty_y_gridlines <- function(data_long) { + # Get the range of the data + y_range <- calculate_y_range(data_long) + + # Zero axes if needed + if (y_range[2] <= 0) { + y_range[2] <- 0 + } + + if (y_range[1] >= 0) { + y_range[1] <- 0 + } + + # Generate 'pretty' breaks covering the range + pretty_breaks <- pretty(y_range) + + # Ensure there's a break above the max value + if (max(pretty_breaks) <= y_range[2] && y_range[2] != 0) { + pretty_breaks <- c(pretty_breaks, max(pretty_breaks) + 1.1 * diff(pretty_breaks[1:2])) + } + + # Ensure there's a break below the min value + if (min(pretty_breaks) >= y_range[1] && y_range[1] != 0) { + pretty_breaks <- c(min(pretty_breaks) - 1.1 * diff(pretty_breaks[1:2]), pretty_breaks) + } + + # Return the expanded range for y-limits + pretty_breaks +} + + + +#' @title Get Unique Years from Dataset +#' @description This function extracts the unique years from the +#' 'Years_num' column in the provided dataset. +#' @param data_long A dataframe containing the dataset. +#' @return A numeric vector containing the unique years. +#' @examples +#' \dontrun{ +#' get_years(data_long = my_data) +#' } +#' @export +get_years <- function(data_long) { + data_long |> + pull_uniques("Years_num") +} + + +#' @title Get Number of Unique Years +#' @description This function calculates the number of unique years +#' in the provided dataset. +#' @param data_long A dataframe containing the dataset. +#' @return A numeric value representing the number of unique years. +#' @examples +#' \dontrun{ +#' get_num_years(data_long = my_data) +#' } +#' @export +get_num_years <- function(data_long) { + get_years(data_long) |> + length() +} + + +#' Format Axes for Plotting +#' +#' This function formats the axes for a ggplot2 plot based on the provided +#' data. It sets the y-axis limits, breaks, and labels, as well as the +#' x-axis breaks, ensuring that the axes are appropriately scaled for +#' the given dataset. +#' +#' The function first calculates the number of years in the dataset using +#' `get_num_years` and then determines the pretty y-gridline breaks using +#' `pretty_y_gridlines`. It then creates a list containing the necessary +#' scale functions for both the y-axis and x-axis. +#' +#' @param data_long A data frame in long format, which contains the data +#' used for plotting. The structure should include relevant time and +#' numeric values. +#' +#' @return A list containing the ggplot2 scale functions for formatting +#' the y-axis and x-axis. This can be directly added to a ggplot object. +#' +#' @examples +#' # Example usage: +#' axes <- format_axes(data_long) +#' ggplot(data_long) + +#' axes + +#' geom_line() +format_axes <- function(data_long) { + num_years <- get_num_years(data_long) + y_breaks <- pretty_y_gridlines(data_long) + + list( + ggplot2::scale_y_continuous( + limits = range(y_breaks), + expand = expansion(0, 0), + breaks = pretty(y_breaks), + labels = unlist(lapply(pretty(y_breaks), dfeR::pretty_num)) + ), + ggplot2::scale_x_continuous( + breaks = scales::breaks_pretty(n = num_years) + ) + ) +} + + +#' Set Plot Colours for ggplot2 +#' +#' This function applies custom colour scales to a ggplot2 plot based on the +#' specified colour type. It allows for manual adjustments to colour and +#' fill aesthetics, and supports highlighting a focus group if desired. +#' +#' The function accepts a `colour_type` parameter to determine whether to +#' apply colour or fill scales, and can adjust the aesthetics for a specific +#' focus group. It generates colour palettes using helper functions tailored +#' to the data provided. +#' +#' @param data_long A data frame in long format, which contains the data +#' for plotting. The structure should include relevant categorical values +#' for colours. +#' @param colour_type A character string indicating the type of colour scale +#' to apply. Options include "colour", "fill", "focus", and "focus-fill". +#' @param focus_group An optional character string specifying the focus group +#' for which to apply special colour and size adjustments. +#' +#' @return A ggplot2 scale function (or a list of scale functions) +#' for setting colour or fill aesthetics. This can be directly added to +#' a ggplot object. +#' +#' @examples +#' # Example usage: +#' colours <- set_plot_colours(data_long, "focus", "Barking and Dagenham") +#' ggplot(data_long) + +#' colours + +#' geom_line() +#' +set_plot_colours <- function(data_long, + colour_type = "colour", + focus_group = NULL) { + if (colour_type == "colour") { + ggplot2::scale_colour_manual(values = create_plot_colours(data_long)) + } else if (colour_type == "fill") { + ggplot2::scale_fill_manual(values = create_plot_colours(data_long)) + } else if (colour_type == "focus") { + list( + ggplot2::scale_color_manual(values = create_focus_plot_colours(data_long, focus_group)), + ggplot2::scale_size_manual(values = create_focus_plot_sizes(data_long, focus_group)) + ) + } else if (colour_type == "focus-fill") { + ggplot2::scale_fill_manual(values = create_focus_plot_colours(data_long, focus_group)) + } +} + + +#' Set Plot Labels for ggplot2 +#' +#' This function sets the labels for a ggplot2 plot, including the x-axis, +#' y-axis, and the main title. It retrieves the y-axis title and plot title +#' based on the provided filtered data. +#' +#' The function uses helper functions to determine appropriate titles for +#' the axes and the plot, ensuring that the labels are relevant to the data +#' being visualized. +#' +#' @param filtered_bds A data frame or object containing the filtered data +#' used for plotting. This should include information necessary to derive +#' the y-axis and plot titles. +#' +#' @return A `labs` object for ggplot2, containing the specified labels for +#' the x-axis, y-axis, and title. This can be directly added to a ggplot +#' object. +#' +#' @examples +#' # Example usage: +#' labs <- set_plot_labs(filtered_bds) +#' ggplot(data) + +#' labs + +#' geom_line() +#' +set_plot_labs <- function(filtered_bds) { + y_title <- get_yaxis_title(filtered_bds) + plot_title <- get_plot_title(filtered_bds) + + ggplot2::labs( + x = "", + y = y_title, + title = plot_title + ) +} + + +#' Create a Custom ggplot2 Theme +#' +#' This function defines a custom theme for ggplot2 plots, enhancing the +#' visual presentation of the charts. It builds upon the minimal theme and +#' applies various aesthetic adjustments for titles, axes, and gridlines. +#' +#' The customisations include centered plot titles, specific angles and +#' adjustments for the y-axis title, and the positioning of the legend. It +#' also modifies the appearance of gridlines for a cleaner look. +#' +#' @return A list of theme elements to be used with ggplot2. This can be +#' added to a ggplot object to apply the custom styling. +#' +#' @examples +#' # Example usage: +#' ggplot(data) + +#' geom_line() + +#' custom_theme() +#' +custom_theme <- function() { + list( + ggplot2::theme_minimal(base_family = "Arimo"), + ggplot2::theme( + # Keeps title within chart + plot.title = ggtext::element_textbox( + hjust = 0.5, + width = unit(0.9, "npc"), + halign = 0.5, + margin = margin(b = unit(15, "lines")) + ), + axis.title.y = element_text(angle = 0, vjust = 0.5), + legend.position = "bottom", + legend.title = element_blank(), + panel.grid = element_line(colour = "#D9D9D9"), + panel.grid.minor = element_blank(), + panel.grid.major.x = element_blank() + ) + ) +} + + +#' Create Interactive Vertical Lines for Tooltips +#' +#' This function generates vertical lines on a ggplot2 plot that display +#' tooltips when hovered over, using the ggiraph package. +#' +#' @param x A numeric value representing the x-axis position (year) +#' for the vertical line. +#' @param data A data frame containing the data for the plot, +#' filtered for the relevant year. +#' +#' @return A `ggiraph::geom_vline_interactive` object representing the +#' vertical line with attached tooltips. +#' +#' @details +#' The function creates an interactive vertical line at the specified +#' x-axis position. +#' The tooltip displays the year and corresponding values for each +#' `LA and Regions` group present in the data. +#' The line is dashed and only becomes visible upon hovering, +#' enhancing the interactivity of the plot. +#' +tooltip_vlines <- function(x, data, indicator_dp = 1) { + geom_vline_interactive( + xintercept = x, + data_id = x, + tooltip = glue::glue("Year: {x}", paste0( + "\n", + glue::glue_data( + data |> + pretty_num_table(include_columns = "values_num", dp = indicator_dp) |> + dplyr::filter(Years_num == x) |> + dplyr::arrange(dplyr::desc(values_num)), + "{`LA and Regions`}: {values_num}" + ), + collapse = "" + )), + hover_nearest = TRUE, + linetype = "dashed", + size = 2.5, + color = "transparent" + ) +} + + +#' Custom ggiraph Tooltip CSS +#' +#' This function generates a string of custom CSS styles for +#' tooltips used in ggiraph plots. +#' +#' @return A character string containing the CSS styling for the +#' ggiraph tooltips. +#' +#' @details +#' The CSS string includes styles for background color, text color, +#' padding, border radius, font family, font weight, and border styling. +#' This allows for a consistent and visually +#' appealing tooltip appearance across all ggiraph plots in the application. +#' +custom_ggiraph_tooltip <- function() { + tooltip_css <- paste0( + "background-color:#ECECEC;", + "color:black;", + "padding:5px;", + "border-radius:3px;", + "font-family:Arial;", + "font-weight:500;", + "border:1px solid black;", + "z-index: 99999 !important;" + ) + + tooltip_css +} + + +#' Generate Generic ggiraph Options +#' +#' This function generates a list of commonly used ggiraph options for +#' customising tooltips and toolbars in `ggiraph` visualizations. +#' It is designed to provide a set of default settings that can be easily +#' extended or overridden. +#' +#' @param ... Additional options to be passed to `ggiraph` functions. +#' These options will be added to the default options provided by this function. +#' +#' @return A list of `ggiraph` options, including tooltip styling, +#' toolbar position, and customisation for PNG download functionality. +#' +#' @details +#' The default options generated by this function include: +#' - Tooltip customisation via `ggiraph::opts_tooltip()`, +#' with a custom CSS styling and full opacity. +#' - Toolbar customisation via `ggiraph::opts_toolbar()`, +#' positioning the toolbar in the top right corner, +#' setting a custom filename for PNG downloads, +#' and hiding unnecessary toolbar options like selection and zoom. +#' +#' These default options can be modified or extended using the `...` argument, +#' allowing you to pass additional options or override the defaults. +#' +generic_ggiraph_options <- function(...) { + list( + ggiraph::opts_tooltip( + css = custom_ggiraph_tooltip(), + opacity = 1 + ), + ggiraph::opts_toolbar( + position = "topright", + pngname = "lait-png-download", + hidden = c("selection", "zoom", "misc") + ), + ... + ) +} + + +#' Reorder Local Authority (LA) Regions in a Dataset +#' +#' This function reorders the `LA and Regions` column of a given dataset based +#' on a specified factor order. +#' It uses `forcats::fct_relevel` to reorder the factor levels and then +#' arranges the dataset accordingly. +#' +#' @param chart_data A data frame that contains the `LA and Regions` column. +#' @param factor_order A vector specifying the desired order +#' of `LA and Regions`. +#' @param ... Additional arguments passed to `forcats::fct_relevel`, +#' such as `after = Inf`. +#' +#' @return A reordered data frame where the `LA and Regions` column is +#' arranged according to the specified order. +#' +#' @import dplyr +#' @import forcats +#' +#' @examples +#' chart_data <- data.frame(`LA and Regions` = c( +#' "London", "East Midlands", +#' "North West" +#' )) +#' factor_order <- c("London", "North West", "East Midlands") +#' reordered_data <- reorder_la_regions(chart_data, factor_order) +#' print(reordered_data) +#' +reorder_la_regions <- function(chart_data, factor_order, ...) { + chart_data |> + dplyr::mutate( + `LA and Regions` = forcats::fct_relevel(`LA and Regions`, factor_order, ...) + ) |> + dplyr::arrange(`LA and Regions`) +} + + +#' Create a Named Vector for Color Mapping in Charts +#' +#' This function creates a named vector for color mapping based on a set +#' of chart groups and the type of chart (line or bar). +#' It uses the `afcolours::af_colours` palette to generate a categorical +#' color palette and assigns colors to each group. +#' Depending on the chart type, it returns the appropriate color scale function +#' for use in ggplot (either `scale_colour_manual` for line charts or +#' `scale_fill_manual` for bar charts). +#' +#' @param chart_groups A character vector of groups (e.g., `LA and Regions`) +#' that require color mapping. +#' @param type A string indicating the chart type. Use `"line"` for line charts +#' or `"bar"` for bar charts. +#' +#' @return A `ggplot2` scale function (`scale_colour_manual` for line charts or +#' `scale_fill_manual` for bar charts) that maps the specified groups +#' to corresponding colors. +#' +#' @import ggplot2 +#' @import afcolours +#' +#' @examples +#' chart_groups <- c("London", "North East", "South East") +#' color_scale <- manual_colour_mapping(chart_groups, type = "line") +#' # Use the `color_scale` in a ggplot plot +#' +manual_colour_mapping <- function(chart_groups, type) { + # Get the required number of colors from af_colours + colour_values <- afcolours::af_colours( + type = "categorical", + n = 4 + )[seq_along(chart_groups)] + + # Create a named vector of colors corresponding to the groups + colour_mapping <- setNames(colour_values, chart_groups) + + # Whether line or bar chart + if (type == "line") { + ggplot2::scale_colour_manual(values = colour_mapping) + } else if (type == "bar") { + ggplot2::scale_fill_manual(values = colour_mapping) + } +} diff --git a/global.R b/global.R index 3ebc314..d1508fe 100644 --- a/global.R +++ b/global.R @@ -18,6 +18,9 @@ shhh(library(shiny)) shhh(library(ggplot2)) shhh(library(ggiraph)) +# Register font (for shinyapps.io) +gdtools::register_gfont("Arimo") + # Dependencies needed for testing or CI but not for the app ------------------- # Including them here keeps them in renv but avoids the app needlessly loading # them, saving on load time. @@ -40,6 +43,8 @@ if (FALSE) { shhh(library(dfeR)) shhh(library(dfeshiny)) shhh(library(shinyGovstyle)) + # Plotting + shhh(library(gfonts)) } diff --git a/renv.lock b/renv.lock index c74df95..2928fbb 100644 --- a/renv.lock +++ b/renv.lock @@ -514,6 +514,21 @@ ], "Hash": "ab12c7b080a57475248a30f4db6298c0" }, + "crul": { + "Package": "crul", + "Version": "1.5.0", + "Source": "Repository", + "Repository": "CRAN", + "Requirements": [ + "R6", + "curl", + "httpcode", + "jsonlite", + "mime", + "urltools" + ], + "Hash": "22e70c5046981d39b7bf7af74433e396" + }, "curl": { "Package": "curl", "Version": "5.2.1", @@ -742,6 +757,26 @@ "Repository": "RSPM", "Hash": "aa5e1cd11c2d15497494c5292d7ffcc8" }, + "fontBitstreamVera": { + "Package": "fontBitstreamVera", + "Version": "0.1.1", + "Source": "Repository", + "Repository": "CRAN", + "Requirements": [ + "R" + ], + "Hash": "f6068021eff4aba735a9b2353516636c" + }, + "fontLiberation": { + "Package": "fontLiberation", + "Version": "0.1.0", + "Source": "Repository", + "Repository": "CRAN", + "Requirements": [ + "R" + ], + "Hash": "f918c5e723f86f409912104d5b7a71d6" + }, "fontawesome": { "Package": "fontawesome", "Version": "0.5.2", @@ -754,6 +789,18 @@ ], "Hash": "c2efdd5f0bcd1ea861c2d4e2a883a67d" }, + "fontquiver": { + "Package": "fontquiver", + "Version": "0.2.1", + "Source": "Repository", + "Repository": "CRAN", + "Requirements": [ + "R", + "fontBitstreamVera", + "fontLiberation" + ], + "Hash": "fc0f4226379e451057d55419fd31761e" + }, "forcats": { "Package": "forcats", "Version": "1.0.0", @@ -781,6 +828,21 @@ ], "Hash": "15aeb8c27f5ea5161f9f6a641fafd93a" }, + "gdtools": { + "Package": "gdtools", + "Version": "0.4.0", + "Source": "Repository", + "Repository": "CRAN", + "Requirements": [ + "R", + "Rcpp", + "fontquiver", + "htmltools", + "systemfonts", + "tools" + ], + "Hash": "e8e09897fee8d96f6bb02bf841177d20" + }, "generics": { "Package": "generics", "Version": "0.1.3", @@ -807,6 +869,23 @@ ], "Hash": "ab2ca7d6bd706ed218d096b7b16d7233" }, + "gfonts": { + "Package": "gfonts", + "Version": "0.2.0", + "Source": "Repository", + "Repository": "CRAN", + "Requirements": [ + "R", + "crayon", + "crul", + "glue", + "htmltools", + "jsonlite", + "shiny", + "utils" + ], + "Hash": "a535d76cf92645364997a8751396d63b" + }, "ggiraph": { "Package": "ggiraph", "Version": "0.8.10", @@ -1035,6 +1114,13 @@ ], "Hash": "04291cc45198225444a397606810ac37" }, + "httpcode": { + "Package": "httpcode", + "Version": "0.3.0", + "Source": "Repository", + "Repository": "CRAN", + "Hash": "13641a1c6d2cc98801b76764078e17ea" + }, "httpuv": { "Package": "httpuv", "Version": "1.6.15", @@ -2210,6 +2296,16 @@ ], "Hash": "39b1d69229e30314e7cba023c777f52d" }, + "triebeard": { + "Package": "triebeard", + "Version": "0.4.1", + "Source": "Repository", + "Repository": "CRAN", + "Requirements": [ + "Rcpp" + ], + "Hash": "642507a148b0dd9b5620177e0a044413" + }, "tzdb": { "Package": "tzdb", "Version": "0.4.0", @@ -2235,6 +2331,19 @@ ], "Hash": "409328b8e1253c8d729a7836fe7f7a16" }, + "urltools": { + "Package": "urltools", + "Version": "1.7.3", + "Source": "Repository", + "Repository": "CRAN", + "Requirements": [ + "R", + "Rcpp", + "methods", + "triebeard" + ], + "Hash": "e86a704261a105f4703f653e05defa3e" + }, "usethis": { "Package": "usethis", "Version": "3.0.0", diff --git a/ui.R b/ui.R index f78d30d..cfafb86 100644 --- a/ui.R +++ b/ui.R @@ -53,6 +53,7 @@ ui <- function(input, output, session) { # Load javascript dependencies -------------------------------------------- shinyWidgets::useShinydashboard(), shinyjs::useShinyjs(), + gdtools::addGFontHtmlDependency("Arimo"), # Cookies ----------------------------------------------------------------- # Setting up cookie consent based on a cookie recording the consent: diff --git a/www/dfe_shiny_gov_style.css b/www/dfe_shiny_gov_style.css index 120ffa2..c14e7ad 100644 --- a/www/dfe_shiny_gov_style.css +++ b/www/dfe_shiny_gov_style.css @@ -379,3 +379,6 @@ html { align-self: center; } +text { + font-family: helvetica,arial,sans-serf; +} From 133e1953a91561e0cc257ef6b6c40406d6a13003 Mon Sep 17 00:00:00 2001 From: Jake Tufts <137207796+JT-39@users.noreply.github.com> Date: Wed, 25 Sep 2024 11:50:53 +0100 Subject: [PATCH 2/2] Ggiraph shinyio font (#20) * Chore: Move region dev scripts to own folder in dev * Chore: Creating and starting dev workshop script for Stat neigh page * Data: Updated Data dict for 0 dps * Fix: Adding base family font specification to general_theme() for shinyapps io * Fix: Use css to apply font to ggiraph plot * Fix: Trying Arimo font loaded using gdtools * Fix: Adding gfonts to renv * Fix: Commenting out text css --- www/dfe_shiny_gov_style.css | 10 ++++++---- 1 file changed, 6 insertions(+), 4 deletions(-) diff --git a/www/dfe_shiny_gov_style.css b/www/dfe_shiny_gov_style.css index c14e7ad..2d96419 100644 --- a/www/dfe_shiny_gov_style.css +++ b/www/dfe_shiny_gov_style.css @@ -13,6 +13,12 @@ p { overflow-wrap: anywhere; /* email too big for smaller screens and needs to wrap */ } +/* make all text sans-serif (for ggiraph plots on shinyapps.io) +text { + font-family: helvetica,arial,sans-serf; +} +*/ + /* heading text */ .govuk-header__link--service-name { font-family: "Helvetica Neue", "Arial", sans-serif; @@ -378,7 +384,3 @@ html { width: 50vw !important; align-self: center; } - -text { - font-family: helvetica,arial,sans-serf; -}