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January 28, 2021 12:43
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#' Author: Beatriz Milz | |
#' Subject: Gráfico do volume armazenado no Sistema Cantareira. Dados da sabesp, | |
#' disponíveis no pacote mananciais. | |
library(readr) | |
library(ggplot2) | |
library(magrittr) | |
# Import ----------------------------------------------------------------------- | |
mananciais <- | |
read_delim( | |
"https://github.com/beatrizmilz/mananciais/raw/master/inst/extdata/mananciais.csv", | |
";", | |
escape_double = FALSE, | |
locale = locale(decimal_mark = ","), | |
trim_ws = TRUE | |
) | |
# Tidy ------------------------------------------------------------------------- | |
# Base já está arrumada :) | |
# Visualize -------------------------------------------------------------------- | |
plot_sabesp <- | |
mananciais %>% | |
dplyr::filter(sistema == "Cantareira") %>% | |
dplyr::mutate(data = lubridate::ymd(data)) %>% | |
ggplot2::ggplot(aes(x = data, y = volume_porcentagem)) + | |
annotate( | |
geom = "rect", | |
xmin = as.Date("2013-01-01"), | |
xmax = as.Date("2015-12-31"), | |
ymin = -Inf, | |
ymax = Inf, | |
fill = "lightgray", | |
# colour = "black", | |
alpha = 0.5, | |
) + | |
ggplot2::geom_line(color = "blue", size = 0.5) + | |
ggplot2::theme_bw() + | |
ggplot2::labs(x = "Year", | |
y = "Volume (%) of water \n in System Cantareira") + | |
geom_vline( | |
xintercept = as.numeric(as.Date("2013-01-01")), | |
color = "black", | |
linetype = "dashed", | |
size = 0.5 | |
) + | |
geom_vline( | |
xintercept = as.numeric(as.Date("2015-12-31")), | |
color = "black", | |
linetype = "dashed", | |
size = 0.5 | |
) + | |
# geom_hline( | |
# yintercept = 0, | |
# color = "black", | |
# #linetype = "dashed", | |
# size = 0.4 | |
# ) + | |
scale_x_date( | |
date_labels = "%Y", | |
date_breaks = "2 years", | |
limits = c(as.Date("2010-01-01"), as.Date("2019-12-31")) | |
) + | |
scale_y_continuous(breaks = c(-25, 0, 25, 50, 75, 100)) + | |
theme( | |
text = element_text(size = 14), | |
axis.text.x = element_text(size = 14), | |
axis.text.y = element_text(size = 14) | |
) | |
plot_sabesp | |
# Export ----------------------------------------------------------------------- | |
plot_sabesp %>% ggsave(filename = "cantareira.png", device = "png") |
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