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## Code to generate divida liquida plots | |
# Library ----------------------------------------------------------------- | |
library(tidyverse) | |
library(readxl) | |
library(lubridate) | |
# Data -------------------------------------------------------------------- | |
# data available here: https://drive.google.com/file/d/1J_eQuY4i41Od5Ln6rsgTAJJY583-j5x1/view?usp=sharing | |
data <- read_excel("./data/DividaLiquida.xls", skip=1) %>% | |
{. ->> data} %>% | |
set_names("level", "variable", 3:length(data)) %>% | |
gather(time, value, -level, -variable) %>% | |
mutate(date = dmy("1-11-2001") + months(as.numeric(time)-2)) | |
# Plot -------------------------------------------------------------------- | |
## debt as share of the gdp | |
data %>% | |
filter(level == "Liq total") %>% | |
filter(variable %in% | |
c("Governo federal", "Governos municipais", "Governos estaduais")) %>% | |
mutate(variable = | |
fct_recode(variable, `Federal Gov.`="Governo federal", | |
states="Governos estaduais", municipalities="Governos municipais")) %>% | |
ggplot(aes(x=date, y=value)) + | |
geom_line(aes(col=variable, group=variable), size=1.1) + | |
scale_x_date(breaks = seq(as.Date("2002-12-01"), as.Date("2018-12-01"), by="48 months"), | |
date_labels = "%m-%Y") + | |
labs(y="% of the GDP", | |
x="", title="Brazilian net public debt as a percentage of the GDP") + | |
theme_minimal(base_size = 18) + | |
theme(legend.position = "bottom", legend.box="horizontal") + | |
theme(panel.grid = element_line(linetype = "dashed", | |
size = 0.1, | |
colour = "black")) + | |
theme(text = element_text(family = "Bebas Neue")) + | |
# Bebas Neue font has to be installed and imported using extrafont package | |
theme(axis.line = element_line(size=0.2)) + | |
theme(plot.title = element_text(hjust = 0.5)) + | |
theme(legend.margin=margin(t=0, r=0, b=0, l=0, unit="cm")) + | |
scale_y_continuous(limits=c(0,50)) + | |
scale_color_manual(values=c("#FF3400", "#A60CE8", "#EBB605"), "") | |
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