crypto_history: Get historic crypto currency market data

In crypto2: Download Crypto Currency Data from 'CoinMarketCap' without 'API'

Get historic crypto currency market data

Description

Scrape the crypto currency historic market tables from 'CoinMarketCap' https://coinmarketcap.com and display the results in a dataframe/tibble. This can be used to conduct analysis on the crypto financial markets or to attempt to predict future market movements or trends.

Usage

crypto_history(
  coin_list = NULL,
  convert = "USD",
  limit = NULL,
  start_date = NULL,
  end_date = NULL,
  interval = NULL,
  requestLimit = 400,
  sleep = 0,
  wait = 60,
  finalWait = FALSE,
  single_id = TRUE
)

Arguments

coin_list	string if NULL retrieve all currently existing coins (crypto_list()), or provide list of crypto currencies in the crypto_list() or cryptoi_listings() format (e.g. current and/or dead coins since 2015)
convert	(default: USD) to one of available fiat prices (fiat_list()) or bitcoin 'BTC'. Be aware, that since 2024 only USD and BTC are available here!
limit	integer Return the top n records, default is all tokens
start_date	date Start date to retrieve data from
end_date	date End date to retrieve data from, if not provided, today will be assumed
interval	string Interval with which to sample data according to what seq() needs
requestLimit	limiting the length of request URLs when bundling the api calls
sleep	integer (default 60) Seconds to sleep between API requests
wait	waiting time before retry in case of fail (needs to be larger than 60s in case the server blocks too many attempts, default=60)
finalWait	to avoid calling the web-api again with another command before 60s are over (TRUE=default)
single_id	Download data coin by coin (as of May 2024 this is necessary)

Value

Crypto currency historic OHLC market data in a dataframe and additional information via attribute "info":

timestamp	Timestamp of entry in database
id	Coin market cap unique id
name	Coin name
symbol	Coin symbol
ref_cur_id	reference Currency id
ref_cur_name	reference Currency name
open	Market open
high	Market high
low	Market low
close	Market close
volume	Volume 24 hours
market_cap	Market cap - close x circulating supply
time_open	Timestamp of open
time_close	Timestamp of close
time_high	Timestamp of high
time_low	Timestamp of low

This is the main function of the crypto package. If you want to retrieve ALL active coins then do not pass an argument to crypto_history(), alternatively pass the coin name.

Examples

## Not run: 

# Retrieving market history for ALL crypto currencies
all_coins <- crypto_history(limit = 2)
one_coin <- crypto_history(limit = 1, convert="BTC")

# Retrieving market history since 2020 for ALL crypto currencies
all_coins <- crypto_history(start_date = '2020-01-01',limit=10)

# Retrieve 2015 history for all 2015 crypto currencies
coin_list_2015 <- crypto_list(only_active=TRUE) %>%
              dplyr::filter(first_historical_data<="2015-12-31",
              last_historical_data>="2015-01-01")
coins_2015 <- crypto_history(coin_list = coin_list_2015,
              start_date = "2015-01-01", end_date="2015-12-31", limit=20, interval="30d")
# retrieve hourly bitcoin data for 2 days
btc_hourly <- crypto_history(coin_list = coin_list_2015,
              start_date = "2015-01-01", end_date="2015-01-03", limit=1, interval="1h")


## End(Not run)

crypto2 documentation built on July 3, 2024, 9:07 a.m.