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Warren Buffett's Owner Earnings Analysis Tool - Calculate true economic earnings for any stock

Project description

MarketSwimmer - Owner Earnings Analysis Tool

A comprehensive tool for analyzing Warren Buffett's "Owner Earnings" from financial statement data.

๐Ÿ“ Directory Structure

MarketSwimmer/
โ”œโ”€โ”€ ๐Ÿ“Š charts/                  # Generated visualization charts
โ”œโ”€โ”€ ๐Ÿ“ˆ data/                    # CSV output files and analysis results
โ”œโ”€โ”€ ๐Ÿ“ฅ downloaded_files/        # Financial data Excel files from StockRow
โ”œโ”€โ”€ ๐Ÿ“ logs/                    # Application logs
โ”œโ”€โ”€ ๐Ÿ› ๏ธ scripts/                # Utility and test scripts
โ”œโ”€โ”€ ๐Ÿš€ Main Applications
โ”‚   โ”œโ”€โ”€ market_swimmer_gui_clean.py      # Main GUI application
โ”‚   โ”œโ”€โ”€ analyze_ticker_gui.py           # Complete analysis workflow
โ”‚   โ”œโ”€โ”€ owner_earnings_fixed.py         # Core analysis engine
โ”‚   โ””โ”€โ”€ visualize_owner_earnings.py     # Chart generation
โ”œโ”€โ”€ ๐Ÿ”ง Utilities
โ”‚   โ”œโ”€โ”€ open_charts.py                  # Chart viewer
โ”‚   โ”œโ”€โ”€ monitor_downloads.py            # Download automation
โ”‚   โ”œโ”€โ”€ auto_download.py               # Download helper
โ”‚   โ””โ”€โ”€ logger_config.py               # Logging configuration
โ””โ”€โ”€ ๐Ÿ“‹ Batch Files
    โ”œโ”€โ”€ launch_clean_gui.bat           # Start GUI
    โ”œโ”€โ”€ start_gui_safe.bat             # Safe startup
    โ””โ”€โ”€ [other .bat files]

๐Ÿš€ Quick Start

  1. Launch GUI: Double-click launch_clean_gui.bat
  2. Select Ticker: Choose a stock symbol (e.g., AAPL, MSFT, BRK.B)
  3. Download Data: System opens StockRow page for data download
  4. Analyze: Automatic calculation of Owner Earnings
  5. View Charts: Generated visualizations open automatically

๐Ÿ“Š Output Files

  • Charts: charts/[ticker]_*.png - Visual analysis charts
  • Data: data/owner_earnings_*.csv - Raw analysis data
  • Logs: logs/marketswimmer_*.log - Application logs

๐Ÿ’ก Owner Earnings Formula

Owner Earnings = Net Income + Depreciation/Amortization - CapEx - Working Capital Changes

๐ŸŽฏ Features

  • โœ… Ticker-specific analysis
  • โœ… Annual and quarterly data processing
  • โœ… Professional visualizations
  • โœ… Automated chart generation
  • โœ… Clean directory organization
  • โœ… Comprehensive logging

๐Ÿ“‹ Requirements

  • Python 3.12+
  • pandas, matplotlib, seaborn
  • PyQt6 (for GUI)
  • Internet connection (for data download)

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