#!/usr/bin/env Rscript options(stringsAsFactors = FALSE) if (!requireNamespace("ggplot2", quietly = TRUE)) { stop("Required package not installed: ggplot2") } library(ggplot2) script_args <- commandArgs(trailingOnly = FALSE) file_arg <- script_args[grepl("^--file=", script_args)][1] if (length(file_arg) && !is.na(file_arg)) { script_path <- normalizePath(sub("^--file=", "", file_arg)) repo_root <- normalizePath(file.path(dirname(script_path), "..")) } else if (!exists("repo_root")) { repo_root <- normalizePath(".") } setwd(repo_root) panel_file <- file.path("data", "releases", "party_2d_election_year_panel_v0.csv.gz") output_dir <- file.path("validation", "outputs") figure_dir <- file.path("validation", "figures") if (!file.exists(panel_file)) stop("Required input not found: ", panel_file) dir.create(output_dir, recursive = TRUE, showWarnings = FALSE) dir.create(figure_dir, recursive = TRUE, showWarnings = FALSE) panel <- read.csv(panel_file, check.names = FALSE) trajectory_spec <- data.frame( party_id = c(1691, 432, 1375), series = c("Fidesz", "US Democrats", "CDU"), start_year = c(1990, 1988, 2002), end_year = c(2022, 2020, 2025) ) trajectory_rows <- lapply(seq_len(nrow(trajectory_spec)), function(i) { spec <- trajectory_spec[i, ] d <- panel[ panel$party_id == spec$party_id & panel$year >= spec$start_year & panel$year <= spec$end_year, ] if (!nrow(d)) stop("No trajectory rows found for PartyFacts ", spec$party_id) d$series <- spec$series d$display_role <- "trajectory" d$is_labelled <- d$year %in% c(spec$start_year, spec$end_year) d$label <- ifelse(d$is_labelled, paste(spec$series, d$year), "") d[order(d$year), ] }) trajectories <- do.call(rbind, trajectory_rows) trajectory_levels <- trajectory_spec$series trajectories$series <- factor(trajectories$series, levels = trajectory_levels) plot_columns <- c( "party_id", "party_name_english", "country", "year", "series", "display_role", "is_labelled", "label", "economic_lr", "economic_lr_q025", "economic_lr_q975", "galtan", "galtan_q025", "galtan_q975", "source_support_class" ) plot_data <- trajectories[plot_columns] write.csv( plot_data, file.path(output_dir, "party_scale_example_plot_data.csv"), row.names = FALSE, na = "" ) labelled <- plot_data[plot_data$is_labelled, ] label_positions <- data.frame( label = c( "Fidesz 1990", "Fidesz 2022", "US Democrats 1988", "US Democrats 2020", "CDU 2002", "CDU 2025" ), plot_label = c( "Fidesz\n1990", "Fidesz\n2022", "US Democrats\n1988", "US Democrats\n2020", "CDU\n2002", "CDU\n2025" ), label_x = c(.84, .36, .48, .35, .53, .72), label_y = c(.36, .93, .47, .27, .66, .57) ) labelled <- merge(labelled, label_positions, by = "label", all.x = TRUE, sort = FALSE) if (anyNA(labelled$label_x) || anyNA(labelled$label_y)) { stop("Missing manual label position for a displayed scale example") } p <- ggplot() + geom_path( data = trajectories, aes(x = economic_lr, y = galtan, group = series, colour = series, linetype = series), linewidth = .85, arrow = grid::arrow(type = "closed", length = grid::unit(.065, "inches")) ) + geom_errorbar( data = labelled, aes(x = economic_lr, ymin = galtan_q025, ymax = galtan_q975, colour = series), width = 0, alpha = .75 ) + geom_errorbar( data = labelled, aes(y = galtan, xmin = economic_lr_q025, xmax = economic_lr_q975, colour = series), orientation = "y", width = 0, alpha = .75 ) + geom_point( data = labelled, aes(x = economic_lr, y = galtan, colour = series, shape = series), size = 2.4 ) + geom_segment( data = labelled, aes(x = economic_lr, y = galtan, xend = label_x, yend = label_y, colour = series), linewidth = .3, show.legend = FALSE ) + geom_text( data = labelled, aes(x = label_x, y = label_y, label = plot_label), size = 2.6, lineheight = .9 ) + scale_linetype_manual( values = c("Fidesz" = "solid", "US Democrats" = "dotdash", "CDU" = "dashed"), breaks = trajectory_levels ) + scale_colour_manual( values = c("Fidesz" = "#D55E00", "US Democrats" = "#0072B2", "CDU" = "#009E73"), breaks = trajectory_levels ) + scale_shape_manual( values = c("Fidesz" = 16, "US Democrats" = 15, "CDU" = 17), breaks = trajectory_levels ) + scale_x_continuous(limits = c(0, 1), breaks = c(0, .25, .5, .75, 1)) + scale_y_continuous(limits = c(0, 1), breaks = c(0, .25, .5, .75, 1)) + labs( x = "Economic: left (0) to right (1)", y = "Cultural: cosmopolitan (0) to traditionalist (1)", colour = "Election-year path", linetype = "Election-year path", shape = "Election-year path" ) + theme_minimal(base_size = 9) + theme( panel.grid.minor = element_blank(), legend.position = "bottom", legend.title = element_text(face = "bold"), plot.margin = margin(7, 12, 7, 7) ) ggsave( file.path(figure_dir, "party_scale_examples.pdf"), p, width = 8.8, height = 6.0, device = cairo_pdf ) message("Wrote validation/outputs/party_scale_example_plot_data.csv") message("Wrote validation/figures/party_scale_examples.pdf")