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The Central Bank of Brazil (BCB) offers access to its SGS system (sistema gerenciador de series temporais) with a official API available here.
Package GetBCBData offers a R interface to the API and many other advantages:
memoise
to speed up repeated requests of data;Let's have a look at the interest rate in Brazil. After searching for the ids in the SGS system, we find that the daily SELIC rate is 432.
Now, lets download the data with GetBCBData
:
library(GetBCBData) library(dplyr) library(ggplot2) my.id <- c(selic = 432) df.bcb <- gbcbd_get_series(id = my.id , first.date = '2000-01-01', last.date = Sys.Date(), format.data = 'long', use.memoise = TRUE, cache.path = tempdir(), # use tempdir for cache folder do.parallel = FALSE) glimpse(df.bcb) p <- ggplot(df.bcb, aes(x = ref.date, y = value/100) ) + geom_line() + labs(title = 'Selic Rate', subtitle = paste0(min(df.bcb$ref.date), ' to ', max(df.bcb$ref.date)), x = '', y = 'Interest Rate') + theme_light() print(p)
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