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An R client to the Public Rest API for Binance.
API docs: https://github.com/binance/binance-spot-api-docs/blob/master/rest-api.md
Quick intro to using binancer
by getting the most recent
~USD price of the cryptocurrencies supported on Binance:
library(binancer)
binance_coins_prices()
Getting data on a specific symbol pair, e.g. the most recent Bitcoin/USDT changes:
<- binance_klines('BTCUSDT', interval = '1m')) (klines
Visualize this data, e.g. on a simple line chart:
library(ggplot2)
ggplot(klines, aes(close_time, close)) + geom_line()
Poor man’s candle chart with some ggplot2
tweaks:
library(scales)
ggplot(klines, aes(open_time)) +
geom_linerange(aes(ymin = open, ymax = close, color = close < open), size = 2) +
geom_errorbar(aes(ymin = low, ymax = high), size = 0.25) +
theme_bw() + theme('legend.position' = 'none') + xlab('') +
ggtitle(paste('Last Updated:', Sys.time())) +
scale_y_continuous(labels = dollar) +
scale_color_manual(values = c('#1a9850', '#d73027')) # RdYlGn
Extend this to multiple pairs in the past 24 hours using 15 mins intervals:
library(data.table)
<- rbindlist(lapply(
klines c('ETHBTC', 'ARKBTC', 'NEOBTC', 'IOTABTC'),
binance_klines,interval = '15m',
limit = 4*24))
ggplot(klines, aes(open_time)) +
geom_linerange(aes(ymin = open, ymax = close, color = close < open), size = 2) +
geom_errorbar(aes(ymin = low, ymax = high), size = 0.25) +
theme_bw() + theme('legend.position' = 'none') + xlab('') +
ggtitle(paste('Last Updated:', Sys.time())) +
scale_color_manual(values = c('#1a9850', '#d73027')) +
facet_wrap(~symbol, scales = 'free', nrow = 2)
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.