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How to get Stock Options data with Python and yFinance

In this video, I’ll show you how to use Python and the yfinance library to retrieve options data for any stock ticker.

What you'll learn:
How to install yfinance
How to retrieve call and put options chain data using yfinance
How to get options for a specific expiration date
Example of how to transform options data using pandas DataFrame API
Bonus: example of how to query directly with SQL using DuckDB
A few limitations of yfinance you should be aware of

Perfect for developers, data analysts, or finance enthusiasts who want to work with options data programmatically!

Timeline

0:00 Introduction
0:36 Overview of yFinance python package
0:57 How to install yFinance
1:08 How to get a yFinance ticker
2:03 How to get put option chain with yFinance
2:51 How to get call option chain with yFinance
4:31 How to get all possible option expiration dates with yFinance
5:25 How to get option chain for a specific expiration date
6:18 Sample transformation using Pandas Dataframe API
7:15 Sample of executing SQL queries directly using DuckDB
8:03 Limitations of yFinance
8:56 Conclusion