Recognized Revenue
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Comparing periods…
Retail Operations Analytics
A dashboard for tracking recognized revenue, product margins, and category performance using Flask APIs and SQLite.
Analysis controls
Filters update every metric and chart.
Dates are set automatically by the selected period.
Determining latest data date…
At a glance
Completed orders only
Recognized Revenue
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Comparing periods…
Gross Margin
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Comparing periods…
Completed Orders
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Comparing periods…
Active Products
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Marked active with selected sales
Performance over time
Recognized revenue and gross margin by calendar month.
Revenue contribution
Each bar is scaled against the highest-revenue product in the selected result.
Showing the top 10 products by recognized revenue.
Category split
Recognized revenue grouped across the selected categories.
Profitability
Gross margin
Recognized revenue minus recorded unit cost for completed orders.
Showing the top 8 products by gross margin.
Detailed view
Search, sort, and export the currently filtered product results.
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