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# Load packages ----------------------------------------------------------- | ||
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library(tidyverse) | ||
library(camcorder) | ||
library(ggtext) | ||
library(glue) | ||
library(emoji) | ||
library(cowplot) | ||
library(systemfonts) | ||
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# Load data --------------------------------------------------------------- | ||
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tuesdata <- tidytuesdayR::tt_load("2024-11-19") | ||
episode_metrics <- tuesdata$episode_metrics | ||
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# Load fonts -------------------------------------------------------------- | ||
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register_font( | ||
"Font Awesome 6 Brands", | ||
plain = "fonts/Font Awesome 6 Brands-Regular-400.otf" | ||
) | ||
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register_font( | ||
"Poppins", | ||
plain = "fonts/Poppins/Poppins-Regular.ttf", | ||
bold = "fonts/Poppins/Poppins-Bold.ttf", | ||
italic = "fonts/Poppins/Poppins-Italic.ttf" | ||
) | ||
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# Define colours and fonts------------------------------------------------- | ||
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bg_col <- "#f8df20" | ||
text_col <- "#070606" | ||
highlight_col <- "#ee2631" | ||
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body_font <- "Poppins" | ||
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# Data wrangling ---------------------------------------------------------- | ||
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# https://stackoverflow.com/questions/22312207/how-to-assign-cut-range-midpoints-in-r | ||
get_midpoint <- function(cut_label) { | ||
mean(as.numeric(unlist(strsplit(gsub( | ||
"\\(|\\)|\\[|\\]", "", | ||
as.character(cut_label) | ||
), ",")))) | ||
} | ||
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# prep data | ||
plot_data <- episode_metrics |> | ||
select(season, unique_words) |> | ||
mutate(season = factor(season, levels = 1:14)) |> | ||
group_by(season) |> | ||
mutate(bin = cut_width(unique_words, width = 15)) |> | ||
mutate(midpoint = sapply(bin, get_midpoint)) |> | ||
ungroup() |> | ||
select(season, unique_words, midpoint) |> | ||
arrange(season, midpoint) |> | ||
group_by(season, midpoint) |> | ||
mutate(y = row_number()) |> | ||
ungroup() | ||
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# Start recording --------------------------------------------------------- | ||
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gg_record( | ||
dir = file.path("2024", "2024-11-19", "recording"), | ||
device = "png", | ||
width = 4, | ||
height = 8, | ||
units = "in", | ||
dpi = 300 | ||
) | ||
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# Define text ------------------------------------------------------------- | ||
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social <- "<span style='font-family:\"Font Awesome 6 Brands\";color:#ee2631;'></span><span style='color:#f8df20;'>.</span><span style='font-family:Poppins;color:#070606;'>fosstodon.org/@nrennie</span><span style='color:#f8df20;'>...........</span><span style='font-family:\"Font Awesome 6 Brands\";color:#ee2631;'></span><span style='color:#f8df20;'>.</span><span style='font-family:Poppins;color:#070606;'>nicola-rennie</span><span style='color:#f8df20;'>........</span><span style='font-family:\"Font Awesome 6 Brands\";color:#ee2631;'></span><span style='color:#f8df20;'>..</span><span style='font-family:Poppins;color:#070606;'>nrennie</span><span style='color:#f8df20;'>........</span><span style='font-family:\"Font Awesome 6 Brands\";color:#ee2631;'></span><span style='color:#f8df20;'>.</span><span style='font-family:Poppins;color:#070606;'>nrennie</span><span style='color:#f8df20;'>..</span>" | ||
st <- "Bob's Burgers is an American animated sitcom that follows the Belcher family as they run a struggling hamburger restaurant. Across the first ten seasons the number of unique words in each episodes grey slightly." | ||
cap <- paste0( | ||
"**Data**: {bobsburgersR} <br>**Graphic**:", social | ||
) | ||
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# Plot -------------------------------------------------------------------- | ||
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g <- ggplot( | ||
data = plot_data, | ||
) + | ||
geom_density( | ||
mapping = aes(x = unique_words, y = after_stat(scaled)), | ||
fill = highlight_col, | ||
colour = highlight_col, | ||
linewidth = 0.1 | ||
) + | ||
geom_text( | ||
size = 1.5, | ||
mapping = aes(x = midpoint, y = -y / max(y), label = emoji("hamburger")) | ||
) + | ||
facet_wrap(~season, ncol = 1, strip.position = "left") + | ||
scale_x_continuous( | ||
limits = c(800, 1600), | ||
expand = c(0, 0) | ||
) + | ||
scale_y_continuous( | ||
limits = c(-1.1, 1.1), | ||
expand = c(0, 0) | ||
) + | ||
coord_cartesian(clip = "off") + | ||
labs( | ||
subtitle = st, | ||
caption = cap, | ||
x = "Number of unique words per episode", | ||
y = "Season\n" | ||
) + | ||
theme_minimal(base_size = 8, base_family = body_font) + | ||
theme( | ||
plot.margin = margin(5, 10, 5, 5), | ||
plot.background = element_rect(fill = bg_col, colour = bg_col), | ||
panel.background = element_rect(fill = bg_col, colour = bg_col), | ||
plot.title.position = "plot", | ||
plot.caption.position = "plot", | ||
plot.subtitle = element_textbox_simple( | ||
colour = text_col, | ||
hjust = 0.5, | ||
halign = 0.5, | ||
margin = margin(b = 15, t = 70), | ||
lineheight = 0.5, | ||
family = body_font | ||
), | ||
plot.caption = element_textbox_simple( | ||
colour = text_col, | ||
hjust = 0.5, | ||
halign = 0.5, | ||
margin = margin(b = 0, t = 15), | ||
family = body_font | ||
), | ||
axis.title.y = element_text( | ||
angle = 0, | ||
face = "bold", | ||
margin = margin(r = -10) | ||
), | ||
axis.text.y = element_blank(), | ||
axis.ticks.y = element_blank(), | ||
panel.grid.major.x = element_line( | ||
colour = alpha(text_col, 0.3), | ||
linewidth = 0.3 | ||
), | ||
panel.grid.minor.x = element_blank(), | ||
strip.text.y.left = element_text( | ||
angle = 0 | ||
), | ||
panel.grid.major.y = element_blank(), | ||
panel.grid.minor.y = element_blank(), | ||
panel.spacing = unit(0, "lines") | ||
) | ||
g | ||
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# Add image --------------------------------------------------------------- | ||
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# image from https://en.m.wikipedia.org/wiki/File:Bob%27s_Burgers_logo.png#/media/File%3ABob's_Burgers_logo.svg | ||
logo <- "2024/2024-11-19/logo.png" | ||
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final_plot <- cowplot::ggdraw() + | ||
cowplot::draw_plot(g) + | ||
cowplot::draw_image( | ||
logo, | ||
x = 0.5, y = 0.9, | ||
hjust = 0.5, vjust = 0, | ||
halign = 0.5, valign = 0, | ||
width = 0.5 | ||
) | ||
final_plot | ||
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# Save gif ---------------------------------------------------------------- | ||
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ggsave( | ||
filename = file.path("2024", "2024-11-19", paste0("20241119", ".png")), | ||
height = 8, | ||
width = 4 | ||
) | ||
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gg_playback( | ||
name = file.path("2024", "2024-11-19", paste0("20241119", ".gif")), | ||
first_image_duration = 4, | ||
last_image_duration = 20, | ||
frame_duration = .25, | ||
background = bg_col | ||
) |
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<h1 align="center"> Bob's Burgers Episodes </h1> | ||
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<p align="center"> | ||
<img src="/2024/2024-11-19/20241119.png" width="60%"> | ||
</p> | ||
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The making of this visualisation was also recorded using the {camcorder} package. | ||
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<p align="center"> | ||
<img src="/2024/2024-11-19/20241119.gif" width="60%"> | ||
</p> |