From b47886e32a535ddbb74e6fcb1a0a36c0f77b4dc2 Mon Sep 17 00:00:00 2001 From: nrennie Date: Wed, 10 Jul 2024 23:03:26 +0100 Subject: [PATCH] add funspotr plot --- .gitignore | 4 +- 2024/2024-07-09/20240709.R | 190 +++++++++++++++++++++++++++++++++++ 2024/2024-07-09/20240709.gif | Bin 0 -> 1199970 bytes 2024/2024-07-09/20240710.png | Bin 0 -> 204455 bytes 2024/2024-07-09/README.md | 11 ++ 5 files changed, 204 insertions(+), 1 deletion(-) create mode 100644 2024/2024-07-09/20240709.R create mode 100644 2024/2024-07-09/20240709.gif create mode 100644 2024/2024-07-09/20240710.png create mode 100644 2024/2024-07-09/README.md diff --git a/.gitignore b/.gitignore index 6837fa8..601262e 100644 --- a/.gitignore +++ b/.gitignore @@ -60,4 +60,6 @@ cover_image.svg 2023/2023-06-13/bg.jpg 2023/2023-10-17/images/ 2024/2024-03-19/images/ -2024/2024-04-23/images/ \ No newline at end of file +2024/2024-04-23/images/ +2024/2024-07-09/hex/ +2024/2024-07-09/r_pkgs.csv \ No newline at end of file diff --git a/2024/2024-07-09/20240709.R b/2024/2024-07-09/20240709.R new file mode 100644 index 0000000..7c86a7d --- /dev/null +++ b/2024/2024-07-09/20240709.R @@ -0,0 +1,190 @@ +# Load packages ----------------------------------------------------------- + +library(tidyverse) +library(showtext) +library(camcorder) +library(ggtext) +library(nrBrand) +library(glue) +library(funspotr) +library(png) +library(grid) + + +# Load data --------------------------------------------------------------- + +r_pkgs <- + list_files_github_repo("nrennie/tidytuesday", + branch = "main" + ) |> + filter(stringr::str_detect(relative_paths, "2023")) |> + spot_funs_files( + show_each_use = TRUE, + keep_in_multiple_pkgs = TRUE + ) |> + unnest_results() +write.csv(r_pkgs, "2024/2024-07-09/r_pkgs.csv", row.names = FALSE) + +r_pkgs <- readr::read_csv("2024/2024-07-09/r_pkgs.csv") + + +# Load fonts -------------------------------------------------------------- + +font_add_google(name = "Source Code Pro", family = "source") +showtext_auto() + + +# Define colours and fonts------------------------------------------------- + +bg_col <- "#3A3B3C" +text_col <- "white" +col_palette <- rcartocolor::carto_pal(9, "Bold")[1:8] +highlight_col <- col_palette[1] + +body_font <- "source" +title_font <- "source" + + +# Data wrangling ---------------------------------------------------------- + +core_tidyverse <- c( + "dplyr", "forcats", "ggplot2", "purrr", + "readr", "stringr", "tibble", "tidyr" +) +core_lvls <- glue::glue( + "    ") + +plot_data <- r_pkgs |> + mutate( + pkgs = case_when( + pkgs == "ggplot" ~ "ggplot2", + TRUE ~ pkgs + ) + ) |> + filter(pkgs %in% core_tidyverse) |> + separate_wider_delim( + relative_paths, + delim = "/", + names = c(NA, "date", NA) + ) |> + mutate(date = lubridate::ymd(date)) |> + group_by(date, pkgs) |> + count() |> + ungroup() |> + mutate( + pkgs = glue::glue("    ") + ) |> + mutate(pkgs = factor(pkgs, levels = core_lvls)) + + +# Start recording --------------------------------------------------------- + +gg_record( + dir = file.path("2024", "2024-07-09", "recording"), + device = "png", + width = 8, + height = 4, + 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 +) +title <- "How many times did I use {tidyverse} packages for TidyTuesday?" +st <- "The tidyverse is a collection of open source R packages that *share +an underlying design philosophy, grammar, and data structures of tidy data*. +Of the 8 core tidyverse packages {ggplot2} was my most used package for TidyTuesday +visualisations in 2023." +cap <- paste0( + st, "
**Data**: github.com/nrennie/tidytuesday
**Graphic**:", social +) + + +# Plot -------------------------------------------------------------------- + +ggplot(plot_data) + + geom_area( + mapping = aes( + x = date, + y = n, + fill = pkgs + ) + ) + + facet_wrap(~pkgs, nrow = 1, drop = FALSE) + + scale_x_date( + limits = c(ymd(20230101), ymd(20231231)), + breaks = c(ymd(20230101), ymd(20230701)), + labels = c("Jan", "Jul") + ) + + scale_y_continuous( + limits = c(0, 150), + breaks = c(0, 50, 100, 150) + ) + + coord_cartesian(expand = F) + + scale_fill_manual( + values = col_palette + ) + + labs( + title = title, + subtitle = cap, + x = "", + y = "Number of package calls") + + theme_gray( + base_size = 22, 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), + strip.background = element_rect(fill = bg_col, colour = bg_col), + plot.title.position = "plot", + plot.title = element_textbox_simple( + colour = text_col, + hjust = 0, + halign = 0, + margin = margin(b = 5, t = 10), + lineheight = 0.5, + face = "bold", + size = rel(1.9), + family = title_font + ), + plot.subtitle = element_textbox_simple( + colour = text_col, + hjust = 0, + halign = 0, + margin = margin(b = 10, t = 10), + lineheight = 0.5, + family = body_font + ), + panel.spacing = unit(0.5, "lines"), + strip.text.x = element_textbox_simple( + color = text_col, face = "bold", hjust = 0.5, halign = 0.5), + axis.text = element_text(colour = text_col), + axis.title = element_text(colour = text_col), + panel.grid.major = element_line( + colour = alpha(text_col, 0.2), + linewidth = 0.2), + panel.grid.minor = element_line( + colour = alpha(text_col, 0.3), + linewidth = 0.2), + axis.ticks = element_blank() + ) + + +# Save gif ---------------------------------------------------------------- + +gg_playback( + name = file.path("2024", "2024-07-09", paste0("20240709", ".gif")), + 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