tensortrade.data.cdd module

Contains methods and classes to collect data from https://www.cryptodatadownload.com.

class tensortrade.data.cdd.CryptoDataDownload[source]

Bases: object

Provides methods for retrieving data on different cryptocurrencies from https://www.cryptodatadownload.com/cdd/.

url

The url for collecting data from CryptoDataDownload.

Type

str

fetch(exchange_name, base_symbol, quote_symbol, timeframe, include_all_volumes=False)[source]

Fetches data for different exchanges and cryptocurrency pairs.

fetch(exchange_name: str, base_symbol: str, quote_symbol: str, timeframe: str, include_all_volumes: bool = False) → pandas.core.frame.DataFrame[source]

Fetches data for different exchanges and cryptocurrency pairs.

Parameters

  • exchange_name (str) – The name of the exchange.

  • base_symbol (str) – The base symbol fo the cryptocurrency pair.

  • quote_symbol (str) – The quote symbol fo the cryptocurrency pair.

  • timeframe ({"d", "h", "m"}) – The timeframe to collect data from.

  • include_all_volumes (bool, optional) – Whether or not to include both base and quote volume.

Returns

pd.DataFrame – A open, high, low, close and volume for the specified exchange and cryptocurrency pair.

fetch_default(exchange_name: str, base_symbol: str, quote_symbol: str, timeframe: str, include_all_volumes: bool = False) → pandas.core.frame.DataFrame[source]

Fetches data from all exchanges that match the evaluation structure.

Parameters

  • exchange_name (str) – The name of the exchange.

  • base_symbol (str) – The base symbol fo the cryptocurrency pair.

  • quote_symbol (str) – The quote symbol fo the cryptocurrency pair.

  • timeframe ({"d", "h", "m"}) – The timeframe to collect data from.

  • include_all_volumes (bool, optional) – Whether or not to include both base and quote volume.

Returns

pd.DataFrame – A open, high, low, close and volume for the specified exchange and cryptocurrency pair.

fetch_gemini(base_symbol: str, quote_symbol: str, timeframe: str) → pandas.core.frame.DataFrame[source]

Fetches data from the gemini exchange.

Parameters

  • base_symbol (str) – The base symbol fo the cryptocurrency pair.

  • quote_symbol (str) – The quote symbol fo the cryptocurrency pair.

  • timeframe ({"d", "h", "m"}) – The timeframe to collect data from.

Returns

pd.DataFrame – A open, high, low, close and volume for the specified cryptocurrency pair.