lhx111v1.0.0

Create a complete three-statement financial model (income statement, balance sheet, cash flow) for a SaaS startup with assumptions for revenue growth, churn, and operating expenses. Use industry-standard color coding and formula-driven projections to enable sensitivity analysis.

Build a monthly budget tracking spreadsheet that compares planned vs actual figures across departments. Incorporate conditional formatting to highlight variances and use formulas to automatically calculate percentage differences and year-to-date totals.

Design an inventory management dashboard that tracks stock levels, sales velocity, and reorder points. Use pivot tables and charts for visualization, and include formulas to flag low-stock items and calculate turnover ratios.

Generate a loan amortization schedule with formulas for periodic payment, interest, principal, and remaining balance. Include scenario inputs for different interest rates and terms, and display summary metrics like total interest paid.

Leverage openpyxl for creating and editing spreadsheets with formulas and formatting, then use the recalc.py script (based on LibreOffice) to recalculate formula values and verify zero errors. This ensures dynamic, error-free deliverables.

Use pandas to read, analyze, and transform data from multiple sheets or files. Ideal for quick data cleaning, statistical summaries, and generating reports that can be exported to Excel.

Combine pandas for data manipulation and openpyxl for advanced formatting and formula insertion. This enables efficient handling of large datasets while maintaining the rigor of formula-based spreadsheets.