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[MEDIUM] Create Mini Visualization Dashboard in plots/dashboard/ #20

@ssndb134

Description

@ssndb134

Description:
Build a basic analytics dashboard with multiple views.

Required Charts:

  • Day × hour heatmap
  • Monthly trend
  • Seasonal curve

Acceptance Criteria:

  • Save all outputs to plots/dashboard/.
  • Dashboard must not crash on missing values.

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