From 61e04c7cb28962ed956f361804c0f27f17c866e5 Mon Sep 17 00:00:00 2001 From: nrennie Date: Thu, 3 Oct 2024 16:51:35 +0100 Subject: [PATCH] add maths olympiad plot --- 2024/2024-09-24/20240924.R | 210 +++++++++++++++++++++++++++++++++++ 2024/2024-09-24/20240924.gif | Bin 0 -> 1556321 bytes 2024/2024-09-24/20240924.png | Bin 0 -> 263341 bytes 2024/2024-09-24/README.md | 11 ++ 4 files changed, 221 insertions(+) create mode 100644 2024/2024-09-24/20240924.R create mode 100644 2024/2024-09-24/20240924.gif create mode 100644 2024/2024-09-24/20240924.png create mode 100644 2024/2024-09-24/README.md diff --git a/2024/2024-09-24/20240924.R b/2024/2024-09-24/20240924.R new file mode 100644 index 0000000..4c6ddf7 --- /dev/null +++ b/2024/2024-09-24/20240924.R @@ -0,0 +1,210 @@ +# Load packages ----------------------------------------------------------- + +library(tidyverse) +library(showtext) +library(camcorder) +library(ggtext) +library(nrBrand) +library(glue) +library(ggsankey) + + +# Load data --------------------------------------------------------------- + +tuesdata <- tidytuesdayR::tt_load("2024-09-24") +country_results_df <- tuesdata$country_results_df +individual_results_df <- tuesdata$individual_results_df +timeline_df <- tuesdata$timeline_df + + +# Load fonts -------------------------------------------------------------- + +font_add_google("Libre Franklin", "libre") +font_add_google("Domine", "domine") +showtext_auto() + + +# Define colours and fonts------------------------------------------------- + +bg_col <- "#fafafa" +text_col <- "black" +col_palette <- c("female" = "#BD4089", "male" = "#8DA7BE") +highlight_col <- col_palette[[1]] + +body_font <- "libre" +title_font <- "domine" + + +# Data wrangling ---------------------------------------------------------- + +plot_data <- timeline_df |> + select(year, male_contestant, female_contestant) |> + pivot_longer( + cols = -year, + names_to = "gender", values_to = "n" + ) |> + mutate( + gender = str_remove_all(gender, "_contestant"), + year = factor(year), + n = replace_na(n, 0) + ) + +country_data <- timeline_df |> + select(year, country) |> + distinct() |> + mutate( + country = glue("{country} **{year}**"), + year = factor(year) + ) + + +# Start recording --------------------------------------------------------- + +gg_record( + dir = file.path("2024", "2024-09-24", "recording"), + device = "png", + width = 8, + height = 5, + 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 <- "A Visual History of International Mathematical Olympiads" +st <- glue( + "The International Mathematical Olympiad (IMO) is the World Championship + Mathematics Competition for High School students and is held annually in a + different country. The first IMO was held in 1959 in Romania, with 7 countries + participating. It has gradually expanded to over 100 countries from 5 + continents. Though the number of contestants has steadily increased over time, + the number of **{names(col_palette)[[2]]}** and + **{names(col_palette)[[1]]}** contestants + remains highly imbalanced.") +cap <- glue("**Data**: IMO Official
**Graphic**: {social}") + + +# Plot -------------------------------------------------------------------- + +ggplot( + data = plot_data, + mapping = aes( + x = year, + value = n, + node = factor(gender), + next_node = factor(gender) + ) +) + + geom_segment( + data = country_data, + mapping = aes( + x = year, xend = year, + y = 0, yend = -375 + ), + inherit.aes = FALSE, + colour = alpha(text_col, 0.2), + linewidth = 0.3 + ) + + geom_textbox( + data = country_data, + mapping = aes( + x = year, + y = -380, + label = country + ), + inherit.aes = FALSE, + colour = alpha(text_col, 0.6), + family = body_font, + fill = "transparent", + box.colour = "transparent", + size = 5, + hjust = 1, + halign = 1, + orientation = "left-rotated" + ) + + geom_sankey_bump( + mapping = aes(fill = factor(gender)), + space = 1, + color = "transparent", + smooth = 5, + fill = "white", + alpha = 1 + ) + + geom_sankey_bump( + mapping = aes(fill = factor(gender)), + space = 1, + color = "transparent", + smooth = 5, + alpha = 0.7 + ) + + scale_fill_manual( + values = col_palette + ) + + scale_y_continuous( + limits = c(-825, 400) + ) + + labs( + title = title, + subtitle = st, + caption = cap + ) + + theme_void(base_size = 24, base_family = body_font) + + theme( + legend.position = "none", + plot.margin = margin(5, 10, 5, 10), + plot.background = element_rect(fill = bg_col, colour = bg_col), + panel.background = element_rect(fill = bg_col, colour = bg_col), + plot.title = element_textbox_simple( + colour = text_col, + hjust = 0, + halign = 0, + margin = margin(b = 10, t = 10), + lineheight = 0.5, + size = rel(2), + family = title_font, + maxwidth = 0.8 + ), + plot.subtitle = element_textbox_simple( + colour = text_col, + hjust = 0, + halign = 0, + margin = margin(b = -70, t = 0), + lineheight = 0.5, + family = body_font, + maxwidth = 0.6 + ), + plot.caption = element_textbox_simple( + colour = text_col, + hjust = 1, + halign = 1, + margin = margin(b = 5, t = -65), + lineheight = 0.5, + family = body_font, + maxwidth = 0.9 + ) + ) + + +# Save gif ---------------------------------------------------------------- + +ggsave( + file.path("2024", "2024-09-24", paste0("20240924", ".png")), + width = 8, + height = 5 +) + +gg_playback( + name = file.path("2024", "2024-09-24", paste0("20240924", ".gif")), + first_image_duration = 4, + last_image_duration = 20, + frame_duration = .25, + background = bg_col +) diff --git a/2024/2024-09-24/20240924.gif b/2024/2024-09-24/20240924.gif new file mode 100644 index 0000000000000000000000000000000000000000..8ea1d43e2cb48daf78b0920cfa3eed1a86a2e062 GIT binary patch literal 1556321 zcmXV$d00&C|Htoh&g@M!t)_jZby{TFNF`^cJz)@vFexg+AY^^cEG1H=vV_W{9zrqN z5ze$wh(S?=X+ievMV|Tfy{_N+^S;h~o%?+5bMEW?dA;9Z5uv`*<740$7z6)*v9&sL zLZTN0@dP2B?py?#7-s)RPD)wrzIkm5V2=?9i4#L^|GWEt^Y;G!{rh6`!?Ce3tycT@ z@88kU(ed%|KY#u_*irTC*DvjV|2=#5?B~y)&!0d4@#E+B@84g(eA(C6*Wcg&?c4Xa zZ{L3U^y$Ng51&7O{_^F^yLayf1_oZge*NObi=m;RuV24jP(Aqg@#Dm!w13A(Mn;}K 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