From e66d94f555c307a52e35a43b9ab17e4e07bb2fac Mon Sep 17 00:00:00 2001 From: nrennie Date: Tue, 5 Nov 2024 15:25:06 +0000 Subject: [PATCH] add democracy plot --- 2024/2024-11-05/20241105.R | 184 +++++++++++++++++++++++++++++++++++ 2024/2024-11-05/20241105.gif | Bin 0 -> 705150 bytes 2024/2024-11-05/20241105.png | Bin 0 -> 256918 bytes 2024/2024-11-05/README.md | 11 +++ 4 files changed, 195 insertions(+) create mode 100644 2024/2024-11-05/20241105.R create mode 100644 2024/2024-11-05/20241105.gif create mode 100644 2024/2024-11-05/20241105.png create mode 100644 2024/2024-11-05/README.md diff --git a/2024/2024-11-05/20241105.R b/2024/2024-11-05/20241105.R new file mode 100644 index 0000000..f6ea7d8 --- /dev/null +++ b/2024/2024-11-05/20241105.R @@ -0,0 +1,184 @@ +# Load packages ----------------------------------------------------------- + +library(tidyverse) +library(showtext) +library(camcorder) +library(ggtext) +library(nrBrand) +library(geofacet) +library(glue) + + +# Load data --------------------------------------------------------------- + +tuesdata <- tidytuesdayR::tt_load("2024-11-05") +democracy_data <- tuesdata$democracy_data + + +# Load fonts -------------------------------------------------------------- + +font_add_google("Carter One", "carter") +font_add_google("Source Sans 3", "source") +showtext_auto() + +body_font <- "source" +title_font <- "carter" + + +# Data wrangling ---------------------------------------------------------- + +plot_data <- democracy_data |> + select(country_name, country_code, year, regime_category) |> + mutate( + category = case_when( + regime_category %in% c( + "Royal dictatorship", "Military dictatorship", "Civilian dictatorship", + "Presidential democracy", "Mixed democratic", "Parliamentary democracy" + ) ~ regime_category, + TRUE ~ "Other" + ) + ) |> + mutate( + category = factor(category, levels = c( + "Royal dictatorship", "Military dictatorship", "Civilian dictatorship", + "Presidential democracy", "Mixed democratic", "Parliamentary democracy", + "Other" + )) + ) |> + mutate( + country_code = case_when( + country_code == "GER" ~ "DEU", + country_code == "ZAR" ~ "COD", + country_code == "NUR" ~ "NRU", + country_code == "ROM" ~ "ROU", + TRUE ~ country_code + ) + ) + + +# Define colours and fonts------------------------------------------------- + +bg_col <- "white" +text_col <- "#2d004b" +col_palette <- c("#b35806", "#f1a340", "#fee0b6", "#d8daeb", "#998ec3", "#542788", "#777777") +names(col_palette) <- levels(plot_data$category) +highlight_col <- col_palette[2] + + +# Start recording --------------------------------------------------------- + +gg_record( + dir = file.path("2024", "2024-11-05", "recording"), + device = "png", + width = 7, + height = 6, + units = "in", + dpi = 300 +) + + +# Define text ------------------------------------------------------------- + +social <- nrBrand::social_caption( + bg_colour = bg_col, + icon_colour = highlight_col, + font_colour = text_col, + font_family = body_font, + twitter = NA +) +title <- "Dictatorship or democracy?" +st <- glue("Data from *Regime types and regime change: A new dataset on democracy, coups, and political institutions* by C. Bjørnskov and M. Rode +(2020) shows the range of systems + countries around the world have had between 1950 and 2020. Countries have + **{names(col_palette[1])}**, + **{names(col_palette[2])}**, + **{names(col_palette[3])}**, + **{names(col_palette[4])}**, + **{names(col_palette[5])}**, + **{names(col_palette[6])}**, and + **{names(col_palette[7])}** systems. + ") +cap <- paste0( + "**Data**: {democracyData}
**Graphic**: ", social +) + + +# Plot -------------------------------------------------------------------- + +ggplot( + data = plot_data +) + + geom_raster( + mapping = aes(x = year, y = "1", fill = category) + ) + + geom_text( + mapping = aes(x = 1985, y = "1", label = country_code), + size = 6, + colour = bg_col, + family = title_font + ) + + facet_geo(~country_code, grid = "world_countries_grid1", label = "code_alpha3") + + scale_fill_manual( + values = col_palette + ) + + labs( + title = title, + subtitle = st, + caption = cap + ) + + coord_cartesian(expand = FALSE) + + theme_void(base_family = body_font, base_size = 28) + + theme( + plot.margin = margin(10, 10, 10, 10), + plot.background = element_rect(fill = bg_col, colour = bg_col), + panel.background = element_rect(fill = bg_col, colour = bg_col), + legend.position = "none", + strip.text = element_blank(), + panel.spacing = unit(0.2, "lines"), + plot.title.position = "plot", + plot.caption.position = "plot", + plot.title = element_textbox_simple( + colour = text_col, + hjust = 0, + halign = 0, + margin = margin(b = 5, t = 5), + lineheight = 0.5, + family = title_font, + size = rel(1.7) + ), + plot.subtitle = element_textbox_simple( + colour = text_col, + hjust = 0, + halign = 0, + margin = margin(b = 10, t = 0), + lineheight = 0.5, + family = body_font + ), + plot.caption = element_textbox_simple( + colour = text_col, + hjust = 0, + halign = 0, + margin = margin(b = 0, t = -25), + lineheight = 0.5, + family = body_font + ) + ) +record_polaroid() + + +# Save gif ---------------------------------------------------------------- + +ggsave( + file.path("2024", "2024-11-05", paste0("20241105", ".png")), + bg = bg_col, + width = 7, + height = 6 +) + +gg_playback( + name = file.path("2024", "2024-11-05", paste0("20241105", ".gif")), + first_image_duration = 4, + last_image_duration = 20, + frame_duration = .25, + background = bg_col +) diff --git a/2024/2024-11-05/20241105.gif b/2024/2024-11-05/20241105.gif new 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Democracy and Dictatorship

+ +

+ +

+ +The making of this visualisation was also recorded using the {camcorder} package. + +

+ +

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