YahooFinanceAPI
YahooFinanceAPI is a small wrapper that is meant solely to retrieve historical data from Yahoo Finance.
Installation
pip install YahooFinanceAPI
Functions
The function declarations for the limited functionality are listed below with comments.
# reset the data frequency (daily, weekly, or monthly) the Interval
# class allows access to class variables that define these intervals, i.e.
# Interval.WEEKLY, Interval.MONTHLY, and Interval.DAILY
set_interval(interval)
# Retrieve data for one ticker from start_date to end_date.
# ticker is a string and start_date and end_date are python datetimes.
# This function returns a Pandas dataframe.
get_ticker_data(ticker, start_date, end_date)
# Retrieve data for a list of tickers.
# tickers -> list of strings, start_date and end_date -> datatimes
# Returns a dictionary taking the ticker symbol to a Pandas dataframe
get_data_for_tickers(tickers, start_date, end_date)Usage
Acceptable intervals are 1d (default), 1wk, and 1mo. The API only offers the ability to retrieve data for a ticker or a list of tickers. The results are returned as a Pandas dataframe and include the following columns:
Date
Open
High
Low
Close
Adj Close
Volume
Example usage, as seen in example.py:
from yfapi import YahooFinanceAPI, Interval
# instantiate the API and set the interval to weekly data
dh = YahooFinanceAPI(Interval.WEEKLY)
now = datetime.datetime(2020, 6, 28)
then = datetime.datetime(2020, 1, 1)
# returns dataframe holding the historical data
df = dh.get_ticker_data("msft", then, now)
# reset the data interval to monthly
dh.set_interval(Interval.MONTHLY)
# returns results as a dictionary: ticker -> dataframe
data_dict = dh.get_data_for_tickers(['msft', 'aapl', 'amzn'], then, now)