Portfolio Allocation: How to Analyze a Stock Portfolio Using Python

(Opens in a new window)

Many retail investors worldwide invest their money in the stock market and build a stock portfolio. Wouldn’t it be helpful if you could create a risk-adjusted portfolio? In other words, more return with less risk!

Sounds this good for you. Then this article is right for you. We examine a stock portfolio with Python and calculate some important portfolio statistics, including the popular Sharpe Ratio. In this article, you’ll learn how to analyze your portfolio in terms of risk.

We’ll discuss the following points:

• Technical requirements

• What is a Stock Portfolio?

• Portfolio Statistics

• What is the Sharpe Ratio?

• Evaluation of a Portfolio with Python

  • Load Stock Data with OpenBB

  • Portfolio Allocation

  • Portfolio Performance

  • Risk Evaluation

• Conclusion