Yahoo Finance API for Python

In this article we want to talk about Yahoo Finance API for Python, Yahoo Finance is popular platform that provides financial data and news to investors and traders. it offers different financial tools and information that can be accessed through its APIs. in this article we want to explore how to use the Yahoo Finance API for Python to retrieve financial data.

 

 

Yahoo Finance API for Python

First of all we need to install yahoo finance

 

 

You can use the API to retrieve historical stock data for a particular company. this is an example of how to retrieve the data for Apple Inc. (AAPL).

This will retrieve the historical stock data for Apple Inc. from its inception to the present day.

 

 

You can also use the API to retrieve live stock data for a particular company. this is an example of how to retrieve the data for Apple Inc, this code will retrieve the live stock data for Apple Inc, including the current price, volume and other information.

 

 

You can use the API to retrieve financial statements for a particular company. this is an example of how to retrieve the income statement for Apple Inc.

 

 

 

This is practical example code that retrieves the historical stock data for Apple Inc. (AAPL) using the Yahoo Finance API for Python:

This code imports yfinance package, after we have defined the ticker symbol for the stock (in this case, AAPL for Apple Inc.), and retrieves the historical prices for the stock from January 1, 2010 to March 31, 2023. resulting data will be printed in the terminal or command prompt, and will include information such as the opening and closing prices, high and low prices, volume and many more.

You can modify the code to retrieve different types of financial data such as live stock data or financial statements by using different functions from the yfinance package. but this example should give you a good starting point for using the Yahoo Finance API for Python.

 

 

 

Run the code and this will be the result

Yahoo Finance API for Python
Yahoo Finance API for Python

 

 

 

Also you can use Matplotlib to visualize the data

This code first calculates moving average of the closing price of AAPL using window size of 50, and then plots both the closing prices and the moving average on the same graph using the plt.plot() function.

 

 

Run the code and this will be the result

Yahoo Finance API for Python
Yahoo Finance API 

 

 

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