R/choropleth_map_prov_pdf.R
In albuja/mapsEcuador: Ecuador choroplet maps in PDF format
Defines functions
choropleth_map_prov_pdf
Documented in
choropleth_map_prov_pdf
#' @title National Ecuador choroplet map in PDF.
#' @description This function creates a PDF printer ready file with Ecuador choropleth map
#' using provided data at province level. No GIS knowledge is required. Provide just a named
#' vector of numeric data. Geographic data will be internally added.
#'
#' A PDF map can be created using default values simply calling the function only with named
#' values vector as unique argument (see examples).
#'
#' A lot of options are available for controlling data and customizing titles, labels, fonts,
#' sizes and colors. See https://fonts.google.com/ for available fonts.
#' Base map shape files were downloaded from:
#' https://www.ecuadorencifras.gob.ec/documentos/web-inec/Cartografia/Clasificador_Geografico/2015/
#'
#' Developed by Jorge Albuja (albuja@yahoo.com)
#'
#' @param values named numeric vector; values to be represented in map. Names must be the province codes
#' @param bins integer; number of bins to cut values into.
#' @param map_title string with general title.
#' @param filename string; output filename, must end with '.PDF' extension.
#' @param legend_title string with legend title.
#' @param bins_style string; chosen bins style one of "fixed", "sd", "equal", "pretty", "quantile", "kmeans", "hclust", "bclust", "fisher", "jenks", "dpih" or "headtails".
#' @param map_x_size_cm numeric; horizontal size in cm for output PDF file, vertical size is automatic.
#' @param bin_colors length-n string vector; must contain base colors names or codes to interpolate using grDevices::colorRampPalette().
#' @param background_color string with color name or code for map background.
#' @param legend_position length-2 numeric vector in [0, 1] interval. Relative position of map legend.
#' @param legend_title_font string; legend title font name choosen from https://fonts.google.com/.
#' @param legend_items_font string; legend items font name choosen from https://fonts.google.com/.
#' @param legend_back_color string with color name or code for legend background.
#' @param title_font string; main title font name choosen from https://fonts.google.com/.
#' @param title_font_scale numeric value to scale up/down the main title font size, 1 means no scaling.
#' @param title_font_face string with the main title font type. Choose between c('plain', 'bold', 'italic', 'bold.italic').
#' @param title_font_color string with color name or code with main title font color.
#' @param title_hjust numeric in [0, 1] with main title horizontal justification (0.5 is center).
#' @param names_font string; province names font name choosen from https://fonts.google.com/.
#' @param names_font_scale numeric value to scale up/down province names font size, 1 means no scaling.
#' @param names_font_face string with province names font type. Choose between c('plain', 'bold', 'italic', 'bold.italic').
#' @param names_font_color string with color name or code for province names font.
#' @param names_back_color string with color name or code for province names background.
#' @param values_preffix string with preffix that will be added to value labels.
#' @param values_suffix string with suffix that will be added to value labels.
#' @param values_big_mark character; mark between every big.interval decimals before (hence big) the decimal point.
#' @param values_dec_places numeric; number of decimal places for value labels.
#' @param values_font string; value labels font name choosen from https://fonts.google.com/.
#' @param values_font_scale numeric value to scale up/down value labels font size, 1 means no scaling.
#' @param values_font_face string with value labels font type, choosen between c('plain', 'bold', 'italic', 'bold.italic').
#' @param values_font_color string with color name or code for value labels font.
#' @param values_back_color string with color name or code for value labels background.
#' @param footer string with a footer/caption
#' @param footer_position length-2 numeric vector in [0, 1] interval. Footer relative position.
#' @param footer_font string; footer font name choosen from https://fonts.google.com/.
#' @param footer_font_scale numeric value to scale up/down the footer font size, 1 means no scaling.
#' @param footer_font_face string with footer font type. Choose between c('plain', 'bold', 'italic', 'bold.italic').
#' @param footer_font_color string with color name or code for footer font.
#' @param province_line_color string with color name or code for province limits line.
#' @param logo_filename string with full path filename of a PNG logo image to insert in PDF output.
#' @param logo_position length-2 numeric vector in [0, 1] interval. Relative position of PNG logo image.
#' @param logo_scale numeric value to scale up/down the PNG logo image size, 1 means no scaling.
#' @param logo_aspect_ratio numeric. Relative 'y' size with respect to 'x' size of PNG logo image, 1 means a square image.
#'
#' @import scales
#' @import dplyr
#' @import ggplot2
#' @import stringr
#' @import sf
#' @import classInt
#' @import ggspatial
#' @import png
#' @import grid
#' @import showtext
#' @import sysfonts
#' @import grDevices
#' @import kimisc
#' @import utils
#' @export
#'
#' @examples
#' # Choropleth map with dummy data
#' values <- round(runif(24, 10, 1000), 3)
#' names(values) <- 1:24
#' choropleth_map_prov_pdf(values, bins = 5)
choropleth_map_prov_pdf <- function(values,
bins = 4,
map_title = "Ecuador",
filename = "mapa.pdf",
legend_title = "Leyenda",
bins_style= "quantile",
map_x_size_cm = 25,
bin_colors = c("red", "yellow", "forestgreen"),
background_color = NULL,
legend_position = c(0.195, 0.3),
legend_title_font = "Montserrat",
legend_items_font = "Montserrat",
legend_back_color = "#dddddd",
title_font = "Montserrat",
title_font_scale = 1,
title_font_face = "bold",
title_font_color = "black",
title_hjust = 0.5,
names_font = "Montserrat",
names_font_scale = 1,
names_font_face = "bold",
names_font_color = "black",
names_back_color = "white",
values_preffix = "",
values_suffix = "",
values_big_mark = " ",
values_dec_places = 2,
values_font = "Montserrat",
values_font_scale = 1,
values_font_face= "bold",
values_font_color = "white",
values_back_color = "black",
footer = "https://github.com/albuja/mapsEcuador",
footer_position = c(0.9, 0),
footer_font = "Montserrat",
footer_font_scale = 1,
footer_font_face = "plain",
footer_font_color = "#606060",
province_line_color = "black",
logo_filename = NULL,
logo_position = c(0.9, 0.15),
logo_scale = 1,
logo_aspect_ratio = 1) {
sysfonts::font_add_google(title_font, "title_font")
sysfonts::font_add_google(names_font, "names_font")
sysfonts::font_add_google(values_font, "values_font")
sysfonts::font_add_google(footer_font, "footer_font")
sysfonts::font_add_google(legend_title_font, "legend_title_font")
sysfonts::font_add_google(legend_items_font, "legend_items_font")
showtext::showtext_auto()
#mapa_base <- st_set_crs(mapa_base, 32717)
#mapa_base <- st_set_crs(mapa_base, 4326)
st_crs(mapa_base) <- 32717
box <- sf::st_bbox(mapa_base)
map_scale <- map_x_size_cm / 25
scores <- dplyr::tibble(DPA_PROVIN = sprintf("%02d", as.integer(names(values))),
VALUE = values,
LABEL = dplyr::case_when(!is.na(values) ~ paste0(values_preffix,
format(round(values, values_dec_places),
nsmall = values_dec_places,
big.mark = values_big_mark, trim = TRUE),
values_suffix),
TRUE ~ "")) |>
dplyr::mutate(!!legend_title := kimisc::cut_format(VALUE,
breaks = classInt::classIntervals(var = VALUE, n = bins, style = bins_style, 5)$brks,
format_fun = function(x) paste0(values_preffix, x, values_suffix),
include.lowest = TRUE,
sep = "; "))
mapa <- mapa_base |>
dplyr::left_join(scores,
by = "DPA_PROVIN")
labels <- mapa |>
select(DPA_PROVIN, DPA_DESPRO, LABEL) |>
dplyr::bind_cols(
dplyr::as_tibble(
sf::st_coordinates(
sf::st_centroid(mapa$geometry)
)
)
) |>
sf::st_drop_geometry() |>
dplyr::mutate(X = ifelse(DPA_PROVIN == "09", X + 15E3, X),
Y = ifelse(DPA_PROVIN == "12", Y + 15E3, Y),
Y = ifelse(DPA_PROVIN == "17", Y + 10E3, Y),
Y = ifelse(DPA_PROVIN == "18", Y + 5E3, Y),
X = ifelse(DPA_PROVIN == "19", X + 6E3, X),
Y = ifelse(DPA_PROVIN == "19", Y + 8E3, Y),
X = ifelse(DPA_PROVIN == "23", X - 8E3, X),
Y = ifelse(DPA_PROVIN == "23", Y - 10E3, Y),)
chart <- ggplot2::ggplot(data = mapa) +
#annotation_map_tile(zoom = 7) +
ggplot2::geom_sf(ggplot2::aes(fill = !!ggplot2::sym(legend_title)),
color = province_line_color) +
ggplot2::scale_fill_manual(values = grDevices::colorRampPalette(bin_colors)(bins)) +
ggplot2::annotate("rect",
xmin = 7E4,
xmax = 42E4,
ymin = 98E5,
ymax = 1011E4,
colour = "black",
size = 0.4,
fill = NA) +
ggplot2::geom_label(data = labels,
ggplot2::aes(x = X, y = Y + 10E3, label = DPA_DESPRO),
size = 2.2 * names_font_scale * map_scale,
color = names_font_color,
fill = names_back_color,
fontface = names_font_face,
family = "names_font",
label.padding = ggplot2::unit(0.2, "lines"),
label.size = 0) +
ggplot2::geom_label(data = labels,
ggplot2::aes(x = X, y = Y - 10E3, label = LABEL),
size = 3.3 * values_font_scale * map_scale,
color = values_font_color,
fill = values_back_color,
fontface = values_font_face,
family = "values_font",
label.padding = ggplot2::unit(0.15, "lines"),
label.size = 0) +
ggspatial::annotation_scale(location = "bl",
height = ggplot2::unit(0.25 * map_scale, "cm"),
width_hint = 0.3,
text_cex = 0.7 * map_scale) +
ggspatial::annotation_north_arrow(location = "bl",
which_north = "true",
height = ggplot2::unit(1.5 * map_scale, "cm"),
width = ggplot2::unit(1.5 * map_scale, "cm"),
pad_x = ggplot2::unit(map_scale, "cm"),
pad_y = ggplot2::unit(map_scale, "cm"),
style = ggspatial::north_arrow_fancy_orienteering(text_size = 10*map_scale)) +
ggplot2::ggtitle(stringr::str_wrap(map_title, width = 50)) +
ggplot2::annotate("text",
x = box$xmin + (box$xmax - box$xmin) * footer_position[1],
y = box$ymin + (box$ymax - box$ymin) * footer_position[2],
label = footer,
size = 2.7 * footer_font_scale * map_scale,
color = footer_font_color,
fontface = footer_font_face,
family = "footer_font") +
ggplot2::theme_void() +
ggplot2::theme(plot.title = ggplot2::element_text(size = 15 * title_font_scale * map_scale,
face = title_font_face,
family = "title_font",
color = title_font_color,
hjust = title_hjust,
vjust = 2),
plot.margin = ggplot2::unit(c(0.5, 0.5, 0.5, 0.5), "cm"),
legend.title = ggplot2::element_text(size = 10 * map_scale,
face = "bold",
family = "legend_title_font"),
legend.text = ggplot2::element_text(size = 8 * map_scale,
family = "legend_items_font"),
legend.position = legend_position,
legend.margin = ggplot2::margin(6, 6, 6, 6),
legend.background = ggplot2::element_rect(fill = legend_back_color),
plot.background = ggplot2::element_rect(color = NA,
fill = background_color),
panel.background = ggplot2::element_rect(color = NA,
fill = background_color))
if (!is.null(logo_filename)) {
logo <- grid::rasterGrob(
png::readPNG(logo_filename),
interpolate = TRUE)
chart <- chart +
ggplot2::annotation_custom(logo,
xmin = box$xmin + (box$xmax - box$xmin) * logo_position[1] - 5E4 * logo_scale * logo_aspect_ratio,
xmax = box$xmin + (box$xmax - box$xmin) * logo_position[1] + 5E4 * logo_scale * logo_aspect_ratio,
ymin = box$ymin + (box$ymax - box$ymin) * logo_position[2] - 5E4 * logo_scale * logo_aspect_ratio,
ymax = box$ymin + (box$ymax - box$ymin) * logo_position[2] + 5E4 * logo_scale * logo_aspect_ratio)
}
ggplot2::ggsave(filename = filename,
plot = chart,
width = 25,
height = 18.22,
dpi = 100,
scale = map_scale,
units = "cm")
}
globalVariables(c(".", ":=", "DPA_DESPRO", "DPA_PROVIN", "LABEL", "VALUE", "X", "Y"))
albuja/mapsEcuador documentation built on Oct. 25, 2023, 11:11 p.m.
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Defines functions choropleth_map_prov_pdf
Documented in choropleth_map_prov_pdf
#' @title National Ecuador choroplet map in PDF.
#' @description This function creates a PDF printer ready file with Ecuador choropleth map
#' using provided data at province level. No GIS knowledge is required. Provide just a named
#' vector of numeric data. Geographic data will be internally added.
#'
#' A PDF map can be created using default values simply calling the function only with named
#' values vector as unique argument (see examples).
#'
#' A lot of options are available for controlling data and customizing titles, labels, fonts,
#' sizes and colors. See https://fonts.google.com/ for available fonts.
#' Base map shape files were downloaded from:
#' https://www.ecuadorencifras.gob.ec/documentos/web-inec/Cartografia/Clasificador_Geografico/2015/
#'
#' Developed by Jorge Albuja (albuja@yahoo.com)
#'
#' @param values named numeric vector; values to be represented in map. Names must be the province codes
#' @param bins integer; number of bins to cut values into.
#' @param map_title string with general title.
#' @param filename string; output filename, must end with '.PDF' extension.
#' @param legend_title string with legend title.
#' @param bins_style string; chosen bins style one of "fixed", "sd", "equal", "pretty", "quantile", "kmeans", "hclust", "bclust", "fisher", "jenks", "dpih" or "headtails".
#' @param map_x_size_cm numeric; horizontal size in cm for output PDF file, vertical size is automatic.
#' @param bin_colors length-n string vector; must contain base colors names or codes to interpolate using grDevices::colorRampPalette().
#' @param background_color string with color name or code for map background.
#' @param legend_position length-2 numeric vector in [0, 1] interval. Relative position of map legend.
#' @param legend_title_font string; legend title font name choosen from https://fonts.google.com/.
#' @param legend_items_font string; legend items font name choosen from https://fonts.google.com/.
#' @param legend_back_color string with color name or code for legend background.
#' @param title_font string; main title font name choosen from https://fonts.google.com/.
#' @param title_font_scale numeric value to scale up/down the main title font size, 1 means no scaling.
#' @param title_font_face string with the main title font type. Choose between c('plain', 'bold', 'italic', 'bold.italic').
#' @param title_font_color string with color name or code with main title font color.
#' @param title_hjust numeric in [0, 1] with main title horizontal justification (0.5 is center).
#' @param names_font string; province names font name choosen from https://fonts.google.com/.
#' @param names_font_scale numeric value to scale up/down province names font size, 1 means no scaling.
#' @param names_font_face string with province names font type. Choose between c('plain', 'bold', 'italic', 'bold.italic').
#' @param names_font_color string with color name or code for province names font.
#' @param names_back_color string with color name or code for province names background.
#' @param values_preffix string with preffix that will be added to value labels.
#' @param values_suffix string with suffix that will be added to value labels.
#' @param values_big_mark character; mark between every big.interval decimals before (hence big) the decimal point.
#' @param values_dec_places numeric; number of decimal places for value labels.
#' @param values_font string; value labels font name choosen from https://fonts.google.com/.
#' @param values_font_scale numeric value to scale up/down value labels font size, 1 means no scaling.
#' @param values_font_face string with value labels font type, choosen between c('plain', 'bold', 'italic', 'bold.italic').
#' @param values_font_color string with color name or code for value labels font.
#' @param values_back_color string with color name or code for value labels background.
#' @param footer string with a footer/caption
#' @param footer_position length-2 numeric vector in [0, 1] interval. Footer relative position.
#' @param footer_font string; footer font name choosen from https://fonts.google.com/.
#' @param footer_font_scale numeric value to scale up/down the footer font size, 1 means no scaling.
#' @param footer_font_face string with footer font type. Choose between c('plain', 'bold', 'italic', 'bold.italic').
#' @param footer_font_color string with color name or code for footer font.
#' @param province_line_color string with color name or code for province limits line.
#' @param logo_filename string with full path filename of a PNG logo image to insert in PDF output.
#' @param logo_position length-2 numeric vector in [0, 1] interval. Relative position of PNG logo image.
#' @param logo_scale numeric value to scale up/down the PNG logo image size, 1 means no scaling.
#' @param logo_aspect_ratio numeric. Relative 'y' size with respect to 'x' size of PNG logo image, 1 means a square image.
#'
#' @import scales
#' @import dplyr
#' @import ggplot2
#' @import stringr
#' @import sf
#' @import classInt
#' @import ggspatial
#' @import png
#' @import grid
#' @import showtext
#' @import sysfonts
#' @import grDevices
#' @import kimisc
#' @import utils
#' @export
#'
#' @examples
#' # Choropleth map with dummy data
#' values <- round(runif(24, 10, 1000), 3)
#' names(values) <- 1:24
#' choropleth_map_prov_pdf(values, bins = 5)
choropleth_map_prov_pdf <- function(values,
bins = 4,
map_title = "Ecuador",
filename = "mapa.pdf",
legend_title = "Leyenda",
bins_style= "quantile",
map_x_size_cm = 25,
bin_colors = c("red", "yellow", "forestgreen"),
background_color = NULL,
legend_position = c(0.195, 0.3),
legend_title_font = "Montserrat",
legend_items_font = "Montserrat",
legend_back_color = "#dddddd",
title_font = "Montserrat",
title_font_scale = 1,
title_font_face = "bold",
title_font_color = "black",
title_hjust = 0.5,
names_font = "Montserrat",
names_font_scale = 1,
names_font_face = "bold",
names_font_color = "black",
names_back_color = "white",
values_preffix = "",
values_suffix = "",
values_big_mark = " ",
values_dec_places = 2,
values_font = "Montserrat",
values_font_scale = 1,
values_font_face= "bold",
values_font_color = "white",
values_back_color = "black",
footer = "https://github.com/albuja/mapsEcuador",
footer_position = c(0.9, 0),
footer_font = "Montserrat",
footer_font_scale = 1,
footer_font_face = "plain",
footer_font_color = "#606060",
province_line_color = "black",
logo_filename = NULL,
logo_position = c(0.9, 0.15),
logo_scale = 1,
logo_aspect_ratio = 1) {
sysfonts::font_add_google(title_font, "title_font")
sysfonts::font_add_google(names_font, "names_font")
sysfonts::font_add_google(values_font, "values_font")
sysfonts::font_add_google(footer_font, "footer_font")
sysfonts::font_add_google(legend_title_font, "legend_title_font")
sysfonts::font_add_google(legend_items_font, "legend_items_font")
showtext::showtext_auto()
#mapa_base <- st_set_crs(mapa_base, 32717)
#mapa_base <- st_set_crs(mapa_base, 4326)
st_crs(mapa_base) <- 32717
box <- sf::st_bbox(mapa_base)
map_scale <- map_x_size_cm / 25
scores <- dplyr::tibble(DPA_PROVIN = sprintf("%02d", as.integer(names(values))),
VALUE = values,
LABEL = dplyr::case_when(!is.na(values) ~ paste0(values_preffix,
format(round(values, values_dec_places),
nsmall = values_dec_places,
big.mark = values_big_mark, trim = TRUE),
values_suffix),
TRUE ~ "")) |>
dplyr::mutate(!!legend_title := kimisc::cut_format(VALUE,
breaks = classInt::classIntervals(var = VALUE, n = bins, style = bins_style, 5)$brks,
format_fun = function(x) paste0(values_preffix, x, values_suffix),
include.lowest = TRUE,
sep = "; "))
mapa <- mapa_base |>
dplyr::left_join(scores,
by = "DPA_PROVIN")
labels <- mapa |>
select(DPA_PROVIN, DPA_DESPRO, LABEL) |>
dplyr::bind_cols(
dplyr::as_tibble(
sf::st_coordinates(
sf::st_centroid(mapa$geometry)
)
)
) |>
sf::st_drop_geometry() |>
dplyr::mutate(X = ifelse(DPA_PROVIN == "09", X + 15E3, X),
Y = ifelse(DPA_PROVIN == "12", Y + 15E3, Y),
Y = ifelse(DPA_PROVIN == "17", Y + 10E3, Y),
Y = ifelse(DPA_PROVIN == "18", Y + 5E3, Y),
X = ifelse(DPA_PROVIN == "19", X + 6E3, X),
Y = ifelse(DPA_PROVIN == "19", Y + 8E3, Y),
X = ifelse(DPA_PROVIN == "23", X - 8E3, X),
Y = ifelse(DPA_PROVIN == "23", Y - 10E3, Y),)
chart <- ggplot2::ggplot(data = mapa) +
#annotation_map_tile(zoom = 7) +
ggplot2::geom_sf(ggplot2::aes(fill = !!ggplot2::sym(legend_title)),
color = province_line_color) +
ggplot2::scale_fill_manual(values = grDevices::colorRampPalette(bin_colors)(bins)) +
ggplot2::annotate("rect",
xmin = 7E4,
xmax = 42E4,
ymin = 98E5,
ymax = 1011E4,
colour = "black",
size = 0.4,
fill = NA) +
ggplot2::geom_label(data = labels,
ggplot2::aes(x = X, y = Y + 10E3, label = DPA_DESPRO),
size = 2.2 * names_font_scale * map_scale,
color = names_font_color,
fill = names_back_color,
fontface = names_font_face,
family = "names_font",
label.padding = ggplot2::unit(0.2, "lines"),
label.size = 0) +
ggplot2::geom_label(data = labels,
ggplot2::aes(x = X, y = Y - 10E3, label = LABEL),
size = 3.3 * values_font_scale * map_scale,
color = values_font_color,
fill = values_back_color,
fontface = values_font_face,
family = "values_font",
label.padding = ggplot2::unit(0.15, "lines"),
label.size = 0) +
ggspatial::annotation_scale(location = "bl",
height = ggplot2::unit(0.25 * map_scale, "cm"),
width_hint = 0.3,
text_cex = 0.7 * map_scale) +
ggspatial::annotation_north_arrow(location = "bl",
which_north = "true",
height = ggplot2::unit(1.5 * map_scale, "cm"),
width = ggplot2::unit(1.5 * map_scale, "cm"),
pad_x = ggplot2::unit(map_scale, "cm"),
pad_y = ggplot2::unit(map_scale, "cm"),
style = ggspatial::north_arrow_fancy_orienteering(text_size = 10*map_scale)) +
ggplot2::ggtitle(stringr::str_wrap(map_title, width = 50)) +
ggplot2::annotate("text",
x = box$xmin + (box$xmax - box$xmin) * footer_position[1],
y = box$ymin + (box$ymax - box$ymin) * footer_position[2],
label = footer,
size = 2.7 * footer_font_scale * map_scale,
color = footer_font_color,
fontface = footer_font_face,
family = "footer_font") +
ggplot2::theme_void() +
ggplot2::theme(plot.title = ggplot2::element_text(size = 15 * title_font_scale * map_scale,
face = title_font_face,
family = "title_font",
color = title_font_color,
hjust = title_hjust,
vjust = 2),
plot.margin = ggplot2::unit(c(0.5, 0.5, 0.5, 0.5), "cm"),
legend.title = ggplot2::element_text(size = 10 * map_scale,
face = "bold",
family = "legend_title_font"),
legend.text = ggplot2::element_text(size = 8 * map_scale,
family = "legend_items_font"),
legend.position = legend_position,
legend.margin = ggplot2::margin(6, 6, 6, 6),
legend.background = ggplot2::element_rect(fill = legend_back_color),
plot.background = ggplot2::element_rect(color = NA,
fill = background_color),
panel.background = ggplot2::element_rect(color = NA,
fill = background_color))
if (!is.null(logo_filename)) {
logo <- grid::rasterGrob(
png::readPNG(logo_filename),
interpolate = TRUE)
chart <- chart +
ggplot2::annotation_custom(logo,
xmin = box$xmin + (box$xmax - box$xmin) * logo_position[1] - 5E4 * logo_scale * logo_aspect_ratio,
xmax = box$xmin + (box$xmax - box$xmin) * logo_position[1] + 5E4 * logo_scale * logo_aspect_ratio,
ymin = box$ymin + (box$ymax - box$ymin) * logo_position[2] - 5E4 * logo_scale * logo_aspect_ratio,
ymax = box$ymin + (box$ymax - box$ymin) * logo_position[2] + 5E4 * logo_scale * logo_aspect_ratio)
}
ggplot2::ggsave(filename = filename,
plot = chart,
width = 25,
height = 18.22,
dpi = 100,
scale = map_scale,
units = "cm")
}
globalVariables(c(".", ":=", "DPA_DESPRO", "DPA_PROVIN", "LABEL", "VALUE", "X", "Y"))
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