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Create Year-Over-Year Comparison Analysis #6

@pyang4s

Description

@pyang4s

Description:
Add a notebook section to compare financial metrics across different years.

Acceptance Criteria:

  • Create queries to aggregate data by year
  • Calculate YoY growth rates for income and expenses
  • Create line charts showing trends over time
  • Add breakdown by category with YoY comparison
  • Include savings rate trend analysis
  • Add visualization with Plotly
  • Document in notebooks/README.md

Estimated Effort: 2-3 hours

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