Retail Demand Forecasting

LightGBM + Prophet · Walmart Sales · Hamdan InfoCom

Live · BigQuery

Store

Model

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Store

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Model

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Forecast Weeks

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departments × weeks

High Risk Depts

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CV > 0.5

Weekly Demand Forecast

Inventory Risk Summary

HIGH—

MEDIUM—

LOW—

Top High-Risk Departments

Dept	Avg Sales	CV	Tier