Business Overview

Key performance indicators at a glance

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Total Sales
Total Profit
Total Orders
Avg Order Value
Profit Margin
Items Sold

Year-over-Year Sales Growth

Monthly Sales — Historical & Predicted

Historical Forecast

Forecast Details

MonthPredicted SalesTrend

By Category

By Region

By Segment

Top Sub-Categories

Monthly Sales Pattern (Avg Across All Years)

Yearly Monthly Comparison

Linear Regression
Simple, interpretable forecasting model

Actual vs Predicted (Test Set)