Automated 3-Statement Financial Model: Apple Inc.

Financial Analyst Project | Python & Data Science

Project Overview

This project demonstrates the transition from traditional accounting to quantitative finance. It automates the extraction of historical financial data for Apple Inc. (AAPL) and builds an integrated 3-statement model.

Core Competencies Demonstrated:

• Automated Data Retrieval: Programmatically pulling live 10-K data using the yfinance API.
• Financial Integration: Linking the Income Statement to the Balance Sheet via Retained Earnings logic.
• Forecasting: Developed a dynamic 5% revenue growth projection for 2024.
• Data Visualization: Built visual trends for Net Income and Revenue using Matplotlib.

How to View the Model

To see the full code, data tables, and financial charts, click on the Apple_Financial_Model_Ayoub.ipynb file above.