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Automated Stocks Diagrams And Python

Hey there! 👋 Welcome to the channel of VitoshAcademy! 🌟 In this tutorial, we’ll show you how to create a Python script that automates the process of analyzing your stock investments. Using data from Yahoo Finance, we will: ◆ Load a CSV file with stock tickers and share counts. ◆ Fetch real-time stock data like price and dividend rates using the yfinance library. ◆ Calculate key metrics, including the total investment and expected annual dividends. ◆ Generate visualizations: A pie chart to show your investment distribution by industry and a treemap to display the proportion of investment by ticker. ◆ Save the updated data to a new CSV file. ◆ By the end of this video, you'll know how to easily track your investments, visualize your portfolio, and gain insights into your stock holdings. 📂 Resources: GitHub code of the Jupyter Notebook - https://github.com/Vitosh/Python_pers... Article - https://www.vitoshacademy.com/automat... 📊 Visuals Used in the Video: Pie Chart (Investment by Industry) Treemap (Investment by Stock) 💡 What You’ll Learn: 1️⃣ How to use pandas and yfinance to automate stock data retrieval. 2️⃣ Visualizing financial data with Python using matplotlib and squarify. 3️⃣ Handling missing or incomplete data gracefully. Timestamps: 0:00 - Introduction 1:14 - Preparing the CSV File 3:35 - Loading Data into Python 5:41 - Fetching Stock Data from Yahoo Finance 13:57 - Calculating Total Investment & Dividends 15:58 - Adding a "SUM" Row 19:38 - Saving the Data to a New CSV 27:30 - Industry Distribution Pie Chart 30:30 - Investment Treemap Visualization 33:01 - Recap and conclusion 📥 Install Dependencies: ```pip install yfinance pandas matplotlib squarify``` 💬 I’d love to hear if you’re enjoying these python related live-coding videos! 💚 I hope you enjoy the videos in my channel. 🔧 Thanks for watching, and enjoy finding various derivatives!