An open source Python library for scraping Historical Cryptocurrency data.
Project description
Historic Crypto
An open source Python library for the collection of Historical Cryptocurrency data.
This library interacts with the CoinBase Pro API to:
- List the Cyptocurrency Pairs available through the API.
- Return Live Data from the API
- Return historical data from the API in a Pandas DataFrame.
The HistoricalData class returns all attributes (Open, Close, High, Low, Volume) of the selected Cryptocurrency, whilst the Cryptocurrencies class returns all Cryptocurrencies available through the API, with a 'coin_search' parameter if the user wishes to check if that Coin ID is available.
Installation
From Python:
pip install Historic-Crypto
from Historic_Crypto import HistoricalData
from Historic_Crypto import Cryptocurrencies
from Historic_Crypto import LiveCryptoData
Usage
Cryptocurrencies
If you are unsure of the correct 'ticker' to search for:
pip install Historic-Crypto
from Historic_Crypto import Cryptocurrencies
Cryptocurrencies().find_crypto_pairs()
Returns a Pandas DataFrame containing the columns "id" and "display_name" and "status", with the "id" column indicating the search term which should be queried by the other classes within the package.
Additionally, a number of optional arguments can be added:
Argument | Description |
---|---|
coin_search | search for a specific cryptocurrency string (str) Default = None. |
extended_output | displays either a condensed or extended output (Bool) Default = False. |
verbose | prints status messages (Bool) Default = True. |
pip install Historic-Crypto
from Historic_Crypto import Cryptocurrencies
data = Cryptocurrencies(coin_search = 'XLM', extended_output=False).find_crypto_pairs()
HistoricalData
Once you know the ticker which you would like to search for, you can search for it using the HistoricalData class.
pip install Historic-Crypto
from Historic_Crypto import HistoricalData
new = HistoricalData('ETH-USD',300,'2020-06-01-00-00').retrieve_data()
The arguments for the class are listed below:
Argument | Description |
---|---|
ticker | supply the ticker information which you want to return (str). |
granularity | please supply a granularity in seconds (60, 300, 900, 3600, 21600, 86400) (int). |
start_date | a string in the format YYYY-MM-DD-HH-MM (str). |
end_date | a string in the format YYYY-MM-DD-HH-MM (str). Optional, Default: Now |
verbose | printing during extraction. Default: True |
LiveCryptoData
If you want to see the current Bid/Ask of a specific Cryptocurrency:
pip install Historic-Crypto
from Historic_Crypto import LiveCryptoData
new = LiveCryptoData('ATOM-USD').return_data()
Returns a Pandas DataFrame 'data', which contains the trade_id, price, size, bid, ask and volume of the previous transaction, indexed by timestamp.
The arguments for the class are listed below:
Argument | Description |
---|---|
ticker | information for which the user would like to return (str). |
verbose | print progress during extraction (bool). Default:True |
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