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These Companies Raised Their Dividends Today – How to Automate with Python?

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If you follow dividend-paying stocks, you know how valuable it is to spot when companies increase their payouts. But checking for these updates manually every day can be time-consuming. That’s why I decided to automate it. In this post, I’ll show how I built a Python script that checks which companies increased their dividends today. […]

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Fetching AAPL Dividends with Python: Scraping vs Using APIs

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Introduction Developers and finance enthusiasts often need to retrieve stock data programmatically for analysis or trading. Rather than manually copying values, we can automate data retrieval with code. Two common approaches are web scraping and using an official API. Web scraping means fetching and parsing an HTML page, while APIs provide a structured data feed.

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How to Calculate Beta from Scratch using Python

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Beta is one of the most widely used metrics in the investment world, especially for those who follow the Capital Asset Pricing Model (CAPM). But what exactly is beta, and how can you calculate it yourself? Let’s break it down! In this post, we’ll explain what beta is, why it’s important, how to calculate it,

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3 – Building a Portfolio Manager with Python: Refactoring and removing stocks

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This post is part of a series of posts that we will go from complete scratch and build a portfolio management tool using Python. In the last post, we refactored the file organization and built a function for adding stocks to the “database”. Here are the previous posts in case you missed them: Plan for

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