Python stock portfolio tracker Using Pandas for data manipulation and Matplotlib for data visualization to provide insights on total value, returns, and diversification analysis. This tutorial covers live stock data fetching with yfinance, dynamic graph plotting with Matplotlib, and data storage with SQLite, all integrated into a user-friendly Tkinter GUI. Mar 23, 2023 · This article is sort of a continuation or tangent off of my previous article about exploratory data analysis of stocks using python. 0 license Activity Mar 11, 2024 · A stock represents a share in the ownership of a company and constitutes a claim on part of the company’s assets and earnings. This guide covers data scraping, API integration, and visualizations for real-time market analysis. In this series of A simple Python script that lets users track their stock investments by entering stock symbols and quantities. Maximize your investment returns with this comprehensive guide. In this tutorial, I will show you how to create a simple dashboard to keep track of your stocks portfolio. The best part is that you will be able to use this template with your own projects and Aug 9, 2024 · Photo by Austin Distel on Unsplash Investing in the stock market can be an exciting and rewarding endeavor, but it also comes with its challenges. In that article we used Yahoo Finance, Plotly, Pandas, and Jul 5, 2021 · Optimize investments using Python portfolio analysis. This tool will allow you to input the stocks in your portfolio, fetch their real-time market prices, and May 20, 2024 · This library is meant to be a simple tool for tracking a stock portfolio, it has been developed by Luca Poli from the quant team of the MIURA group, for the group itself. Sep 14, 2021 · 0 any recommendations for a portfolio tracker that updates from csv ( or websocket but that would need to come with an active github and hopefully a man page). A simple Python Stock Price Tracker that fetches real-time stock prices (AAPL, MSFT, TSLA, and more) using Yahoo Finance API. May 19, 2024 · In this tutorial, we'll guide you step-by-step through creating and using a Python-based portfolio analysis tool. This video demonstrates a stock portfolio tracker built using Python. Let's outline the key components and then delve into the code implementation. import . I’m Dec 1, 2023 · In this article, we will explore how to build a simple stock portfolio dashboard using various Python APIs. A simple Python application to track your stock portfolio using live market data from Yahoo Finance. By the end, you’ll have a solid foundation to explore more advanced techniques. A Python tool for managing and tracking stock investments with real-time data and portfolio visualization. This script uses version 0. Investment portfolio trackers and monitor apps are tools that provide investors with a comprehensive view of their investments. Oct 27, 2024 · Web App for Stock Quotes & Building a Portfolio Using Python & Django Learn how to build a real-time stock tracker and a stock data viewer using Python. This project helps in managing and tracking investments effectively Intro This is a very basic python script to track market stocks and manage a portfolio. Nov 27, 2024 · In this blog post, we will walk through the process of building a simple yet powerful Stock Portfolio Tracker using Python, Tkinter for the GUI, SQLite for storing stock data, and Yahoo Finance to fetch real-time stock prices. You'll learn how to fetch financial data, calculate important performance metrics, visualize your portfolio's returns, and even run Monte Carlo simulations to forecast future performance. It downloads stock market data in CSV format, stores it locally, and provides summaries and charts for better decision-making. 9 it uses yfinance, sqlite3 and Treeview to allow users to track their portfolio. In this video we learn how to build a real-time stock price tracking web application in Python using Flask and JavaScript. 2. Tableau, PowerBI, Microstrategy, even Grafana will give you so much additional functionality and save so much time with their UIs. This stock portfolio tracker is a Python application designed to help users manage and monitor their investment portfolios. Feb 10, 2025 · Track your stock portfolio with our Python tool, simplifying investment strategy and market performance monitoring. Hope it can help! Note: I use ystockquote module to track prices but there are two versions of it with different names for the functions. It then retrieves the current prices Mar 31, 2020 · Automate Your Stock Portfolio Research With Python in 6 Minutes Using free financial data API, which provides real-time accurate (enough) data. 9. Developed in Python 3. This is where a comprehensive portfolio management tool can be invaluable. You can use Python to code anything, but that doesn't mean it's the right tool for every job. txt). You’ll need to install python and the following library to make requests. May 2, 2024 · Learn to efficiently manage diverse investment strategies in your portfolio using Python. Stock Portfolio Tracker This project is a simple Python application designed to help users track their stock portfolios and calculate the total value of their investments. Fetch stock data, assess risk & return, and calculate cumulative returns for improved decisions Sep 7, 2024 · Building a stock portfolio tracker with real-time updates can be challenging without programming experience. Apr 28, 2023 · Building a Stock Price Dashboard with Streamlit, Python, and APIs A step-by-step guide to creating a data analyst portfolio project Follow me on Twitter and check out the source code on … This is awesome! Last year I tried to create something similar but lost motivation when yahoo finance’s shut down. In this article, we’ll walk through how to build a simple, yet functional stock Nov 20, 2024 · Building a stock portfolio tracker in Python involves integrating with financial APIs to fetch stock data, implementing functionality for users to add stocks to their portfolio, and calculating performance metrics such as gains/losses and portfolio diversification. Get a deep insight into optimising portfolio performance, balancing risk, and maximising returns using Python in order to harness robust portfolio management with expert insights and practical guidance. 4, which is the one to Jun 20, 2025 · 2. The app calculates total investment value based on hardcoded prices and saves a summary to a text file (portfolio. This makes it difficult to run custom analyses on your positions and understand the true performance of the portfolio, your overall stock/cash positions and any potential risks (correlations) between individual stock positions. But with the power of AI, ChatGPT, Replit and other tools like the Financial Modeling Prep (FMP) API and Python, you can create an efficient, automated stock portfolio tracker in a fraction of the time. It can be improved a lot and I am going to do add features myself, feel free to download it and modify it as you wish. Feb 28, 2025 · We’ll fetch real stock data from Yahoo Finance, build a simple portfolio, and visualize how a $10,000 investment would have performed over a year. The program allows users to input stock tickers and the quantity of each stock they own. Python Stock Portfolio Tracker ( Code Alpha Python Programming Internship Program 04/2025) HITMAN949 8 subscribers Subscribe Discover how to leverage Python's powerful data structures and portfolio management strategies to efficiently store and manage a large stock portfolio. As markets increase in volatility, it’s important Track your portfolio and watchlist with real-time market quotes, up-to-date financial news, and analytics to support trading and investment. #Finance #Python #PortfolioVisualize Your Portfolio Using Python⭐Please Subscribe !⭐⭐Get the code and data sets by becoming a supporter on Patreon: http Jul 30, 2025 · A Python-based application for tracking stock investments. Jun 12, 2024 · In this tutorial we will be building a digital asset portfolio tracking tool using python and the Coinbase API. The web scraping for google finance is a good work around for that. About Developing a stock portfolio tracker using Python, leveraging JSON and API integrations to retrieve real-time stock data and allowing users to input and analyze their portfolio holdings. Users can add and remove stocks, view real-time prices, track portfolio performance with total value and percentage gains/losses, and visualize stock data through both static and interactive charts. Jan 16, 2024 · Creating a Simple Stock Portfolio Dashboard in Python In the ever-evolving world of finance, staying updated with the latest stock market trends is crucial for investors and traders. Using Python libraries like Pandas, Matplotlib, and yfinance, the tracker fetches real-time stock data, calculates portfolio performance, and provides detailed visualizations - Saifwani/CodeAlpha_stock-portfolio-tracker Mar 3, 2025 · Learn to build a Stock Market Tracker using Python. For better interactivity with the Plotly plots shown here, feel free to read the text on Kaggle. It’s fast, reliable, and secure. Source: Python Logo 4k Wallpaper,HD Computer Wallpapers,4k Wallpapers,Images,Backgrounds,Photos and Pictures (hdqwalls. I’m curious, what made you decide on tkinter for the gui over other libraries? I tried to learn it but personally found the learning curve pretty steep and looked into using another like pysimplegui. Storing My Stock Portfolio in SQLite for Instant Access Instead of using Excel or cloud sheets, I built a local SQLite database to track everything. Feb 21, 2024 · Python Logo 4k. This project is a Stock Portfolio Tracker built with Python, providing an interactive GUI for managing and monitoring a personal stock portfolio. Dec 24, 2024 · In today’s article, we’ll build a basic stock portfolio tracker using Python. New to python, mainly creating charts from csv that updates from websocket and running csv data through ta-lib indicators to add more lines to chart. By following the steps outlined in this tutorial, you can create a working stock portfolio tracker that can fetch stock data, track portfolio performance, and provide insights into your investment decisions. They offer features such as real-time price updates, Dec 30, 2020 · Build A Killer Stock Portfolio Using Python Disclaimer: The material in this video is purely for educational purposes and should not be taken as professional investment advice. Managing a diverse portfolio, keeping track of real-time price changes, and staying updated with the latest analyst recommendations can be daunting tasks. Displays live updates with price changes, percent changes, and supports multiple tickers. Invest at your own 📊 Python Stock Portfolio Tracker Project 💻 In this video, I’m showcasing a Stock Portfolio Tracker built using Python. Introduction Tracking investment python portfolio finance trading stock investing stock-market investment finance-management Readme GPL-3. 📚 Programming Boo About Stock Portfolio Tracker. com) Note: This article is an excerpt of my Kaggle Notebook, Building an Investment Portfolio Management App 💰 | Kaggle. pbkdlqd miodr rga aboh w2rchyc0 kt tep0 kmts1g bsz kjgqfdl