Beginner level coding with advanced techniques. Table of Contents: Pull Data with Yfinance Api Set the Short and Long windows (SMA) Generate trading signals Plot Entry/Exit points Backtest Analyze Portfolio metrics Serve Dashboard Introduction To begin, let’s first understand the goal of this article, which is to provide the average retail…

Today we will discuss how to visualize your portfolio in under 2 minutes using Python. Simply substitute the tickers listed below with the stocks in your portfolio and print a simple pie chart with live data. import datetime as dt import matplotlib.pyplot as plt from pandas_datareader import data as web …

As an investor, it’s a good idea to diversify your portfolio with short term and long term investments. When you begin to analyze companies and determine which bucket a company falls in, you probably want to know the expected return on an annual basis. In this article, I’d like to…

In this article you will understand a few basic steps for how to import and clean data from an Excel or CSV file and use Python to visualize market data. To begin, I’d like to point out two key points to remember when analyzing stocks and pulling information. The first…

My story begins in 2020 when the pandemic hit and like most people I was out of work with the chance for a fresh start. Unhappy with my current situation, I decided I was going to sit down and put a plan together to figure out the direction I wanted…