Revenue Intelligence
2023 retail performance overview · XGBoost-powered insights
Model Active
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Monthly Revenue Trend
2023
Revenue by Category
Mix
Transactions vs Avg Order
Dual Axis
Gender Revenue Split
Distribution
Revenue Predictor
Predict transaction revenue · Powered by XGBoost + SHAP
explanations
Transaction Parameters
Input
Predicted Revenue
XGBoost
Awaiting Input
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SHAP Feature Impact
Explainability
Run a prediction to see SHAP values
6-Month Forecast
Category-wise revenue forecast · XGBoost projections · avg
transactions × predicted per-transaction revenue
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Forecasted Monthly Revenue — All Categories
Next 6 Months
Computing forecasts…
Electronics
Forecast
Clothing
Forecast
Beauty
Forecast
Customer Segments
Age-based segment profitability across categories
Segment Revenue HeatmapAnalysis
Segment BreakdownTable
| Segment | Category | Revenue | Avg Order | Txns |
|---|
Anomaly Detection
IQR-based daily revenue anomaly detection
Daily Revenue with AnomaliesIQR Detection
Anomaly EventsFlagged
Anomaly StatsSummary
Model Insights
XGBoost performance · Global SHAP feature importance
Global SHAP Feature Importance200 samples
Feature Importance BreakdownXGBoost
Computing SHAP…