From c3689e11205847ece5d4b41da6bea2eec78f7233 Mon Sep 17 00:00:00 2001 From: Jacob Kastl <60064070+jacobvjk@users.noreply.github.com> Date: Wed, 8 Jan 2025 09:21:21 +0100 Subject: [PATCH] draft ggplot based sankey plot (#367) * draft ggplot based sankey plot * remove unused code and make new sankey more robust * prettify sankey plot * improve colors * replace old sankey figure with ggalluvial version * clearer names for sankey columns * update documentation * rm dead code * update image of README page --- DESCRIPTION | 4 +- R/plot_aggregate_loanbooks.R | 55 ++----- R/plot_sankey.R | 211 +++++++------------------- R/prep_sankey.R | 88 +++++------ data-raw/data_dictionary.R | 11 +- data/data_dictionary.rda | Bin 5254 -> 5350 bytes man/figures/plot_sankey_sector.png | Bin 24211 -> 66603 bytes man/figures/pml_readme_viz.png | Bin 100467 -> 130017 bytes vignettes/cookbook_interpretation.Rmd | 2 +- 9 files changed, 122 insertions(+), 249 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index 10bd088e..ca301e61 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -40,9 +40,10 @@ Imports: cli (>= 3.2.0), config, dplyr, + ggalluvial, ggplot2, + ggrepel, glue, - networkD3, r2dii.analysis (>= 0.3.0), r2dii.data (>= 0.5.0), r2dii.match (>= 0.3.0), @@ -52,7 +53,6 @@ Imports: rlang, scales, tidyr, - webshot, yaml, yesno Depends: diff --git a/R/plot_aggregate_loanbooks.R b/R/plot_aggregate_loanbooks.R index 1d9bb573..23c5d4f8 100644 --- a/R/plot_aggregate_loanbooks.R +++ b/R/plot_aggregate_loanbooks.R @@ -171,50 +171,27 @@ plot_aggregate_loanbooks <- function(config) { na = "" ) - plot_sankey( - data_sankey_sector, - group_var = by_group, - save_png_to = path.expand(analysis_aggregated_dir), - png_name = glue::glue("plot_{output_file_sankey_sector}.png"), - nodes_order_from_data = TRUE + p_sankey <- plot_sankey( + data = data_sankey_sector, + y_axis = "loan_size_outstanding", + initial_node = by_group, + middle_node = "sector", + end_node = "is_aligned", + stratum = "is_aligned" ) - } else { - cli::cli_warn("Sankey plot (by sector) cannot be generated. Skipping!") - } - if (!is.null(company_aggregated_alignment_net)) { - data_sankey_company_sector <- prep_sankey( - company_aggregated_alignment_net, - region = "global", - year = start_year + time_frame_select, - group_var = by_group, - middle_node = "name_abcd", - middle_node2 = "sector" + ggplot2::ggsave( + plot = p_sankey, + filename = glue::glue("plot_{output_file_sankey_sector}.png"), + path = analysis_aggregated_dir, + width = 8, + height = 5, + dpi = 300, + units = "in", ) - if (is.null(by_group)) { - output_file_sankey_company_sector <- "sankey_company_sector" - } else { - output_file_sankey_company_sector <- glue::glue("sankey_company_sector_{by_group}") - } - - data_sankey_company_sector %>% - readr::write_csv( - file = file.path( - analysis_aggregated_dir, - glue::glue("data_{output_file_sankey_company_sector}.csv") - ), - na = "" - ) - - plot_sankey( - data_sankey_company_sector, - group_var = by_group, - save_png_to = path.expand(analysis_aggregated_dir), - png_name = glue::glue("plot_{output_file_sankey_company_sector}.png") - ) } else { - cli::cli_warn("Sankey plot (by sector and company) cannot be generated. Skipping!") + cli::cli_warn("Sankey plot (by sector) cannot be generated. Skipping!") } ### scatter plot alignment by exposure and sector comparison---- diff --git a/R/plot_sankey.R b/R/plot_sankey.R index ab1bf0f5..0b17fa30 100644 --- a/R/plot_sankey.R +++ b/R/plot_sankey.R @@ -1,176 +1,69 @@ #' Make a sankey plot #' #' @param data data.frame. Should have the same format as output of -#' `prep_sankey()` and contain columns: `"middle_node"`, optionally -#' `"middle_node2"`, `"is_aligned"`, `"loan_size_outstanding"`, and any column -#' implied by `group_var`. -#' @param group_var Character. Vector of length 1. Variable to group by. -#' @param capitalise_node_labels Logical. Flag indicating if node labels should -#' be converted into better looking capitalised form. -#' @param save_png_to Character. Path where the output in png format should be -#' saved -#' @param png_name Character. File name of the output. -#' @param nodes_order_from_data Logical. Flag indicating if nodes order should -#' be determined by an algorithm (in case of big datasets often results in a -#' better looking plot) or should they be ordered based on data. +#' `prep_sankey()` and contain columns: `"y_axis"`, `"initial_node"`, +#' `"middle_node"`, `"end_node"`, `"stratum"`, `"currency"`. +#' @param y_axis Character. Vector of length 1. Variable to determine the +#' vertical size of the ribbons, e.g. `"loan_size_outstanding"`. +#' @param initial_node Character. Vector of length 1. Variable to determine the +#' initial node of the sankey chart. Usually, this will be the groups by which +#' the loan books are aggregated. +#' @param middle_node Character. Vector of length 1. Variable to determine the +#' middle node of the sankey chart. Usually, this will be the PACTA sectors. +#' @param end_node Character. Vector of length 1. Variable to determine the +#' end node of the sankey chart. Usually, this will be a binary indicator of +#' alignment. +#' @param stratum Character. Vector of length 1. Variable to determine the +#' grouping and fill of the ribbons of the sankey chart. Usually, this will be +#' a binary indicator of alignment. #' #' @return NULL #' #' @noRd plot_sankey <- function(data, - group_var, - capitalise_node_labels = TRUE, - save_png_to = NULL, - png_name = "sankey.png", - nodes_order_from_data = FALSE) { - if (!is.null(group_var)) { - if (!inherits(group_var, "character")) { - cli::cli_abort("{.arg group_var} must be of class {.cls character}") - } - if (!length(group_var) == 1) { - cli::cli_abort("{.arg group_var} must be of length 1") - } - } else { - data <- data %>% - dplyr::mutate(aggregate_loan_book = "Aggregate loan book") - group_var <- "aggregate_loan_book" + y_axis = "loan_size_outstanding", + initial_node, + middle_node = "sector", + end_node = "is_aligned", + stratum = "is_aligned") { + # since the initial node is the loan book aggregation, NULL grouping corresponds to the aggregate loan book + if (is.null(initial_node)) { + initial_node <- "aggregate_loan_book" } - check_plot_sankey( - data = data, - group_var = group_var, - capitalise_node_labels = capitalise_node_labels - ) - - if (capitalise_node_labels) { - data_links <- data %>% - dplyr::mutate( - group_var = r2dii.plot::to_title(!!rlang::sym(group_var)), - middle_node = r2dii.plot::to_title(.data[["middle_node"]]) - ) - if ("middle_node2" %in% names(data_links)) { - data_links <- data_links %>% - dplyr::mutate( - middle_node2 = r2dii.plot::to_title(.data[["middle_node2"]]) - ) - } - } else { - data_links <- data - } + currency <- unique(data[["currency"]]) - links_1 <- data_links %>% - dplyr::select( - source = .env[["group_var"]], - target = "middle_node", - value = "loan_size_outstanding", - group = "is_aligned" + p <- ggplot2::ggplot( + data = data, + ggplot2::aes( + axis1 = .data[["initial_node"]], + axis2 = .data[["middle_node"]], + axis3 = .data[["end_node"]], + y = .data[["loan_size_outstanding"]] ) - - if ("middle_node2" %in% names(data_links)) { - links_2 <- data_links %>% - dplyr::select( - .env[["group_var"]], - source = "middle_node", - target = "middle_node2", - value = "loan_size_outstanding", - group = "is_aligned" - ) - - links_3 <- data_links %>% - dplyr::select( - .env[["group_var"]], - source = "middle_node2", - target = "is_aligned", - value = "loan_size_outstanding", - group = "is_aligned" - ) - - links <- dplyr::bind_rows(links_1, links_2, links_3) - } else { - links_2 <- data_links %>% - dplyr::select( - .env[["group_var"]], - source = "middle_node", - target = "is_aligned", - value = "loan_size_outstanding", - group = "is_aligned" - ) - - links <- dplyr::bind_rows(links_1, links_2) - } - - links <- links %>% - dplyr::group_by(.data[["source"]], .data[["target"]], .data[["group"]]) %>% - dplyr::summarise(value = sum(.data[["value"]], na.rm = TRUE)) %>% - dplyr::ungroup() %>% - dplyr::arrange(.data[["source"]], .data[["group"]]) %>% - as.data.frame() - - nodes <- data.frame( - name = unique(c(as.character(links$source), as.character(links$target))) - ) %>% - dplyr::mutate( - group = dplyr::case_when( - .data[["name"]] %in% c("Aligned", "Not aligned", "Unknown") ~ .data[["name"]], - TRUE ~ "other" - ) + ) + + ggplot2::scale_y_continuous(labels = scales::comma) + + ggplot2::ylab(glue::glue("Financial exposure (in {currency})")) + + ggalluvial::geom_alluvium(ggplot2::aes(fill = .data[["is_aligned"]])) + + ggplot2::scale_fill_manual( + values = c("Aligned" = "green4", "Not aligned" = "red3", "Unknown" = "gray30") + ) + + ggalluvial::geom_stratum(fill = "gray90", color = "gray50") + + ggrepel::geom_text_repel( + ggplot2::aes(label = ggplot2::after_stat(stratum)), + stat = ggalluvial::StatStratum, size = 4, direction = "y", nudge_x = .3 + ) + + r2dii.plot::theme_2dii() + + ggplot2::theme( + axis.title.x = ggplot2::element_blank(), + axis.text.x = ggplot2::element_blank(), + axis.ticks.x = ggplot2::element_blank() + ) + + ggplot2::ggtitle( + "Sankey chart of counterparty alignment by financial exposure", + paste0("stratified by counterpaty alignment and ", middle_node) ) - my_color <- 'd3.scaleOrdinal() .domain(["Not aligned", "Aligned", "Unknown", "other"]) .range(["#e10000","#3d8c40", "#808080", "#808080"])' - - links$IDsource <- match(links$source, nodes$name) - 1 - links$IDtarget <- match(links$target, nodes$name) - 1 - - if (nodes_order_from_data) { - n_iter <- 0 - } else { - n_iter <- 32 # sankeyNetwork() default - } - - p <- networkD3::sankeyNetwork( - Links = links, - Nodes = nodes, - Source = "IDsource", - Target = "IDtarget", - Value = "value", - NodeID = "name", - colourScale = my_color, - LinkGroup = "group", - NodeGroup = "group", - fontSize = 14, - iterations = n_iter - ) - - if (!is.null(save_png_to)) { - # you save it as an html - temp_html <- tempfile(fileext = ".html") - networkD3::saveNetwork(p, temp_html) - - if (webshot::is_phantomjs_installed()) { - file_name <- file.path(save_png_to, png_name) - # you convert it as png - webshot::webshot(temp_html, path.expand(file_name), vwidth = 1000, vheight = 900) - } else { - cli::cli_warn( - "In order to save the plot as PNG, you need to have {.pkg phantomjs} - installed. Please run {.run webshot::install_phantomjs()} if you don't - and try running the function again." - ) - } - } p } - -check_plot_sankey <- function(data, - group_var, - capitalise_node_labels) { - crucial_names <- c(group_var, "middle_node", "is_aligned", "loan_size_outstanding") - assert_no_missing_names(data, crucial_names) - if (!is.logical(capitalise_node_labels)) { - cli::cli_abort(c( - x = "`capitalise_node_labels` must have a {.cls logical} value.", - i = "capitalise_node_labels` contains the value{?s}: {.val {capitalise_node_labels}}." - )) - } -} diff --git a/R/prep_sankey.R b/R/prep_sankey.R index 8dd28ba9..59e82a83 100644 --- a/R/prep_sankey.R +++ b/R/prep_sankey.R @@ -6,8 +6,6 @@ #' @param group_var Character. Vector of length 1. Variable to group by. #' @param middle_node Character. Column specifying the middle nodes to be #' plotted in sankey plot. Must be present in `data_alignment`. -#' @param middle_node2 Character. Column specifying the middle nodes to be -#' plotted in sankey plot. Must be present in `data_alignment`. #' #' @return data.frame #' @@ -19,8 +17,7 @@ prep_sankey <- function(data_alignment, region, year, group_var, - middle_node, - middle_node2 = NULL) { + middle_node) { if (!is.null(group_var)) { if (!inherits(group_var, "character")) { cli::cli_abort("{.arg group_var} must be of class {.cls character}") @@ -39,8 +36,7 @@ prep_sankey <- function(data_alignment, region = region, year = year, group_var = group_var, - middle_node = middle_node, - middle_node2 = middle_node2 + middle_node = middle_node ) data_alignment <- data_alignment %>% @@ -49,38 +45,48 @@ prep_sankey <- function(data_alignment, .data[["year"]] == .env[["year"]] ) - if (is.null(middle_node2)) { - data_out <- data_alignment %>% - dplyr::mutate( - is_aligned = dplyr::case_when( - alignment_metric >= 0 ~ "Aligned", - alignment_metric < 0 ~ "Not aligned", - TRUE ~ "Unknown" - ), - middle_node = !!rlang::sym(middle_node) - ) %>% - dplyr::select(group_var, "middle_node", "is_aligned", "loan_size_outstanding") %>% - dplyr::group_by(!!rlang::sym(group_var), .data[["middle_node"]], .data[["is_aligned"]]) %>% - dplyr::summarise(loan_size_outstanding = sum(.data[["loan_size_outstanding"]], na.rm = TRUE)) %>% - dplyr::ungroup() %>% - dplyr::arrange(!!rlang::sym(group_var), .data[["is_aligned"]]) - } else { - data_out <- data_alignment %>% - dplyr::mutate( - is_aligned = dplyr::case_when( - .data[["alignment_metric"]] >= 0 ~ "Aligned", - .data[["alignment_metric"]] < 0 ~ "Not aligned", - TRUE ~ "Unknown" - ), - middle_node = !!rlang::sym(middle_node), - middle_node2 = !!rlang::sym(middle_node2) - ) %>% - dplyr::select(group_var, "middle_node", "middle_node2", "is_aligned", "loan_size_outstanding") %>% - dplyr::group_by(!!rlang::sym(group_var), .data[["middle_node"]], .data[["middle_node2"]], .data[["is_aligned"]]) %>% - dplyr::summarise(loan_size_outstanding = sum(.data[["loan_size_outstanding"]], na.rm = TRUE)) %>% - dplyr::ungroup() %>% - dplyr::arrange(!!rlang::sym(group_var), .data[["is_aligned"]]) - } + data_out <- data_alignment %>% + dplyr::mutate( + is_aligned = dplyr::case_when( + alignment_metric >= 0 ~ "Aligned", + alignment_metric < 0 ~ "Not aligned", + TRUE ~ "Unknown" + ), + middle_node = tools::toTitleCase(!!rlang::sym(middle_node)) + ) %>% + dplyr::select( + dplyr::all_of( + c( + group_var, + "middle_node", + "is_aligned", + "loan_size_outstanding", + "loan_size_outstanding_currency" + ) + ) + ) %>% + dplyr::summarise( + loan_size_outstanding = sum(.data[["loan_size_outstanding"]], na.rm = TRUE), + .by = c(group_var, "middle_node", "is_aligned", "loan_size_outstanding_currency") + ) %>% + dplyr::arrange(!!rlang::sym(group_var), .data[["is_aligned"]]) %>% + dplyr::mutate( + initial_node = .data[[group_var]], + end_node = .data$is_aligned + ) %>% + dplyr::select( + dplyr::all_of( + c( + "loan_size_outstanding", + "initial_node", + "middle_node", + "end_node", + "is_aligned", + currency = "loan_size_outstanding_currency" + ) + ) + ) + data_out } @@ -88,8 +94,7 @@ check_prep_sankey <- function(data_alignment, region, year, group_var, - middle_node, - middle_node2) { + middle_node) { names_all <- c(group_var, "name_abcd", "sector") names_aggergate <- c("region", "year") assert_no_missing_names(data_alignment, c(names_all, names_aggergate)) @@ -111,9 +116,6 @@ check_prep_sankey <- function(data_alignment, )) } assert_middle_node_column_exists(data_alignment, middle_node, env = list(data = substitute(data_alignment))) - if (!is.null(middle_node2)) { - assert_middle_node_column_exists(data_alignment, middle_node2, list(data = substitute(data_alignment))) - } } assert_middle_node_column_exists <- function(data, name, env = parent.frame()) { diff --git a/data-raw/data_dictionary.R b/data-raw/data_dictionary.R index a868387f..ed9bfcf6 100644 --- a/data-raw/data_dictionary.R +++ b/data-raw/data_dictionary.R @@ -125,11 +125,12 @@ dd_loanbook_exposure_net_aggregate_alignment <- dplyr::tribble( dd_data_sankey <- dplyr::tribble( ~dataset, ~column, ~typeof, ~definition, ~value, - "data_sankey", "", "character", "Leftmost node in the sankey plot. Defines the split of the banking books into groups. Any additional descriptor either at the loan level or at the banking book level", "Any variable name is permissible, that is not already used otherwise. All entries in the banking book should have a corresponding value. NULL is permissible and implies no grouping", - "data_sankey", "middle_node", "character", "Middle node in the sankey plot. A different grouping of interest. E.g. 'sector' would split the financial exposures according to sectoral exposure", "Must be available in the exposure alignment results used as input for the graph", - "data_sankey", "middle_node2", "character", "Optional: An additional middle node can be added for further disaggregation of exposures in the sankey plot", "Must be available in the exposure alignment results used as input for the graph", - "data_sankey", "is_aligned", "logical", "End node and color indicator. A dummy variable that indicates if the underlying counterparty related to the exposure is aligned based on the net alignment metric or not", "Value is either 'Aligned' or 'Not aligned'", - "data_sankey", "loan_size_outstanding", "double", "Remaining outstanding loan value to the underlying counterparty", "Numerical value greater or equal to 0" + "data_sankey", "loan_size_outstanding", "double", "Remaining outstanding loan value to the underlying counterparty. Determines the vertical size of each ribbon in the sankey plot", "Numerical value greater or equal to 0", + "data_sankey", "initial_node", "character", "Leftmost node in the sankey plot. Defines the split of the banking books into groups. Any additional descriptor either at the loan level or at the banking book level", "Any variable name is permissible, that is not already used otherwise. All entries in the banking book should have a corresponding value. NULL is permissible and implies no grouping", + "data_sankey", "middle_node", "character", "Middle node in the sankey plot. Indicates the sectors that the underlying counterparties operate in, which implies this node splits the financial exposures according to sectoral exposure", "Variable `sector` must be available in the exposure alignment results used as input for the graph.", + "data_sankey", "end_node", "character", "End node and color indicator. A dummy variable that indicates if the underlying counterparty related to the exposure is aligned based on the net alignment metric or not", "Value is one of 'Aligned', 'Not aligned', or 'Unknown'", + "data_sankey", "is_aligned", "character", "Indicates which alignment category any given flow in the sankey plot correponds to. Coincides with end_note and determines the fill of the flows", "Value is one of 'Aligned', 'Not aligned', or 'Unknown'", + "data_sankey", "currency", "character", "Shows the currency the financial exposure is denominated in", "Derived from the currency of the analyzed loan books" ) dd_data_scatter_alignment_exposure <- dplyr::tribble( diff --git a/data/data_dictionary.rda b/data/data_dictionary.rda index 4bf49bc1e424cd4173d82ac7b07aba031e8d71bc..c046d14047add8652df22081c9c0c9c547c970da 100644 GIT binary patch literal 5350 zcmV1ILN~s}0K_rxtN}ZUXp+E|f zRFotqQpHtJjN0K9BB!QEX|Xbfk5TGq&`BQ+aC(rO71 zfe4y{PgBxp0BF!MG&D3c000^TKw^HR28{p!01#jRm;eaC03!edXvEV1OaK8ej3WUu zVle{jC+dI) zq5+@)Gy_dE4FCWE>IEqvf&>CJJxx*ir?e^JfZ0u`dXG~e4^RU@0000CfuljDhKo54 zT{z(Z+MCKk1bya#CUyN@z5f-!1O`yhFC+f>+l2tt*!|`G)d?XayG?TYUvDAIJj6de zvTb>tepc5kCNOQGriR;SV`;Epu(`^lH3kz8?cO4KpLuZ8LbIutzM&ddK@4ndrZxcB zn@H18G!3N2#>RkS7}He-8Zkaug6_F77n+tcr!>Ps8 z!Q=3iWU@P$ 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This corresponds to the leftmost node in the sankey plot and the values can either be all the same for the aggregate view on all analysed loan books or the values corresponding to each of the groups. +- `initial_node`: The variable that the loan books are split by. This corresponds to the leftmost node in the sankey plot and is derived from the `by_group` parameter set in the `config.yml` file. The values can either be all the same for the aggregate view on all analysed loan books or the values corresponding to each of the groups. - `middle_node`: The PACTA sectors for which there is some financial exposure in the analyzed loan books. - `is_aligned`: Binary variable that can have values "aligned" or "not aligned". All exposures that are aligned are represented as green ribbons, all those that are not aligned are red ribbons. The underlying net alignment metric refers to the five year forward-looking values in the final year of the analysis. - `loan_size_outstanding`: The financial exposure of the loan books to the individual sectors and grouped by `ìs_aligned`. This is the continuous variable that determines the size of the ribbons in the plot along the y-axis.