How to Download Stock Options Data in Python (in under 75 seconds)
Learn how to download options data in Python using the YFinance library in this quick and efficient tutorial! Using $UPRO as an example, this guide walks you through retrieving available expiration dates and pulling puts or calls for a specific options chain.
✅ What You’ll Learn:
Importing the YFinance library and initializing a ticker.
Retrieving all available options expiration dates.
Accessing calls and puts data using options_chain().
Why Watch This Video?
Whether you're analyzing options for trading strategies or building financial models, this tutorial is your starting point for pulling real-time options data directly into Python. It’s fast, simple, and beginner-friendly!
📊 Who Is This For?
Perfect for Python beginners, traders, and anyone exploring options trading data analysis or automation.
🔗 Related Topics:
Financial Data with Python
Options Trading Strategies
Using YFinance for Stock and Options Analysis
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Code from Tutorial:
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import pandas as pd
import yfinance as yf
ticker = yf.Ticker('UPRO')
date = ticker.options[0]
ticker.options_chain(date).puts (or .calls for calls)
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