From 7cf4624f173783a146a960ddb8321a7273a3a1d2 Mon Sep 17 00:00:00 2001 From: nrennie Date: Sun, 21 Jul 2024 01:08:11 +0100 Subject: [PATCH] add wind turbines --- 2020/2020-10-27/20201027.R | 215 +++++++++++++++++++++++++++++++++++ 2020/2020-10-27/20201027.gif | Bin 0 -> 2339065 bytes 2020/2020-10-27/20201027.png | Bin 0 -> 163282 bytes 2020/2020-10-27/README.md | 11 ++ 4 files changed, 226 insertions(+) create mode 100644 2020/2020-10-27/20201027.R create mode 100644 2020/2020-10-27/20201027.gif create mode 100644 2020/2020-10-27/20201027.png create mode 100644 2020/2020-10-27/README.md diff --git a/2020/2020-10-27/20201027.R b/2020/2020-10-27/20201027.R new file mode 100644 index 0000000..91f92e0 --- /dev/null +++ b/2020/2020-10-27/20201027.R @@ -0,0 +1,215 @@ +# Load packages ----------------------------------------------------------- + +library(tidyverse) +library(showtext) +library(camcorder) +library(ggtext) +library(nrBrand) +library(glue) +library(marquee) +library(waffle) +library(ragg) + + +# Load data --------------------------------------------------------------- + +wind_turbines <- openxlsx::read.xlsx("https://ftp.cartes.canada.ca/pub/nrcan_rncan/Wind-energy_Energie-eolienne/wind_turbines_database/Wind_Turbine_Database_FGP.xlsx", sheet = 1) +write.csv(wind_turbines, "2020/2020-10-27/data/wind_turbines.csv", row.names = FALSE) +wind_turbines <- readr::read_csv("2020/2020-10-27/wind_turbines.csv") + + +# Load fonts -------------------------------------------------------------- + +sysfonts::font_add( + family = "Font Awesome 6", + regular = "fonts/Font Awesome 6 Free-Solid-900.otf" +) +showtext_auto() + + +# Data wrangling ---------------------------------------------------------- + +extract_after_last_slash <- function(texts) { + has_slash <- stringr::str_detect(texts, "/") + extracted <- stringr::str_match(texts, ".*/(.*)$")[, 2] + output <- dplyr::if_else(has_slash, extracted, texts) + return(output) +} + +turbines_year <- wind_turbines |> + dplyr::select(`Province/Territory`, Commissioning.date) |> + dplyr::mutate( + Year = extract_after_last_slash(Commissioning.date), + Year = as.numeric(Year) + ) + +## multiple "other" +plot_data <- turbines_year |> + dplyr::filter(Year >= 2001 & Year <= 2020) |> + dplyr::mutate( + Year_Group = dplyr::case_when( + Year %in% seq(2001, 2005) ~ "2001 - 2005", + Year %in% seq(2006, 2010) ~ "2006 - 2010", + Year %in% seq(2011, 2015) ~ "2011 - 2015", + Year %in% seq(2016, 2020) ~ "2016 - 2020" + ) + ) |> + dplyr::mutate( + Year_Group = factor(Year_Group, levels = c( + "2001 - 2005", "2006 - 2010", "2011 - 2015", "2016 - 2020" + )) + ) |> + dplyr::rename(Area = `Province/Territory`) |> + dplyr::mutate( + Area = case_when( + Area %in% c( + "Northwest Territories", + "Newfoundland and Labrador", + "Prince Edward Island", + "New Brunswick", + "Manitoba", + "Saskatchewan" + ) ~ "other", + TRUE ~ Area + ) + ) |> + dplyr::count(Area, Year_Group) |> + dplyr::mutate(n = round(n / 20)) |> + dplyr::filter(n != 0) + +area_levels <- c(plot_data |> + summarise(n = sum(n), .by = Area) |> + arrange(-n) |> + filter(Area != "other") |> + pull(Area), "other") +plot_data$Area <- factor(plot_data$Area, levels = area_levels) + + +# Define colours and fonts------------------------------------------------- + +bg_col <- "#fafafa" +text_col <- "black" +col_palette <- rcartocolor::carto_pal(length(unique(plot_data$Area)) + 1, "Vivid")[1:length(unique(plot_data$Area))] +names(col_palette) <- levels(plot_data$Area) +highlight_col <- col_palette[1] + + +# Start recording --------------------------------------------------------- + +gg_record( + dir = file.path("2020", "2020-10-27", "recording"), + device = agg_png, + width = 6, + height = 4.5, + units = "in", + dpi = 300 +) + + +# Define text ------------------------------------------------------------- + +social <- nrBrand::social_caption( + bg_colour = bg_col, + icon_colour = highlight_col, + font_colour = text_col, + font_family = "sans" +) +title <- "**Canadian wind turbines are mostly found in Ontario**" +st <- glue( + "The Canadian Wind Turbine Database contains the geographic location + and key technology details for wind turbines installed in Canada. It includes + information about turbines installed in {.[col_palette[[1]]] [names(col_palette)[[1]]]}, + {.[col_palette[[2]]] [names(col_palette)[[2]]]}, {.[col_palette[[3]]] [names(col_palette)[[3]]]}, + {.[col_palette[[4]]] [names(col_palette)[[4]]]}, {.[col_palette[[5]]] [names(col_palette)[[5]]]}, + and {.[col_palette[[6]]] [names(col_palette)[[6]]]} regions.", + .open = "[", + .close = "]" +) +cap <- paste0( + "**Data**: Natural Resources Canada
**Graphic**: ", social +) + + +# Plot -------------------------------------------------------------------- + +ggplot(data = plot_data) + + geom_pictogram( + mapping = aes( + label = Area, + colour = Area, + values = n + ), + flip = TRUE, + n_rows = 10, + size = 7, + family = "Font Awesome 6" + ) + + scale_label_pictogram( + name = NULL, + values = c("fan", "fan", "fan", "fan") + ) + + facet_wrap(~Year_Group, nrow = 1, strip.position = "bottom") + + scale_color_manual( + values = col_palette + ) + + scale_x_discrete( + expand = c(0, 0, 0, 0) + ) + + scale_y_continuous( + labels = function(x) format(x * 10 * 20, big.mark = ","), + expand = c(0, 0), + breaks = c(0, 5, 10, 15, 20), + limits = c(0, 20), + minor_breaks = NULL + ) + + coord_fixed() + + labs( + title = title, + subtitle = st, + caption = cap + ) + + theme_minimal( + base_size = 28 + ) + + theme( + legend.position = "none", + plot.title.position = "plot", + plot.caption.position = "plot", + plot.margin = margin(5, 15, 5, 15), + plot.background = element_rect(fill = bg_col, colour = bg_col), + panel.background = element_rect(fill = bg_col, colour = bg_col), + panel.grid.major = element_line( + linewidth = 0.4 + ), + plot.title = element_marquee( + colour = text_col, + hjust = 0, + lineheight = 0.5, + width = 1, + size = 14, + margin = margin(b = -10) + ), + plot.subtitle = element_marquee( + colour = text_col, + hjust = 0, + width = 1, + size = 10 + ), + plot.caption = element_textbox_simple( + hjust = 0, + halign = 0, + lineheight = 0.5, + size = 20 + ) + ) + + +# Save gif ---------------------------------------------------------------- + +gg_playback( + name = file.path("2020", "2020-10-27", paste0("20201027", ".gif")), + first_image_duration = 4, + last_image_duration = 20, + frame_duration = .25, + background = bg_col +) diff --git a/2020/2020-10-27/20201027.gif b/2020/2020-10-27/20201027.gif new file mode 100644 index 0000000000000000000000000000000000000000..6b3bf6e2e14fc758b38b42e0c1c50ce2c9893b32 GIT 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    + +

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

    + +

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