Data Wrangling for Fundamental Stock Analysis

Gather data and perform fundamental analysis for a market.

Photo by Chris Liverani on Unsplash

Overview

In this article, let’s use our coding skills to evaluate and choose quality stocks. It is fun to collate stock data for a particular market and perform fundamental analyses.

Getting Stock Market Data

I am going to use the investpy library to gather market information.

Let’s get started!

Getting Stocks for a Market

• investpy library is a Python library that can be used to scrape market data. In this example, I download a list of US stocks.

Stocks Information

• As you can see, there are 4,582 stocks, and efforts to manually select the stocks are going to be tremendous. Let’s see what we can do to shortlist some stocks.
• The dataset is saved to a CSV file for later use.

Choosing the Metrics