Total Revenue
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Enterprise Data Engineering Pipeline · Bronze → Silver → Gold | AWS S3 | Spark | Airflow
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By order month · first and last months may be partial
Top brands by revenue
Product category mix
Top 10 cities by revenue
Customer demographic split
Revenue by payment method
Order count by fulfilment state
Top 10 customers by revenue
Order volume by month
Trained on the Gold layer. Every model is scored against an explicit baseline, shown below.
Next 3 months, with backtested interval
Predicted return or cancellation rate
K-means on recency, frequency, monetary