🔮 Sales Forecasting ML Dashboard
4 Advanced ML Models | 150K Transactions | ₹944 Cr Revenue | Power BI-Level Interactivity
ARIMA - 27.49% MAPE
Prophet - 19.28% MAPE
XGBoost - 18.73% MAPE
Ensemble Combined
📦 Category Filter
All Categories
Electronics
Home & Furniture
Fashion
Sports & Fitness
Beauty & Personal Care
Grocery
🌍 Region Filter
All Regions
North
South
West
East
Central
📅 Date Range
All Time
2025
2024
2023
2022
2021
2020
🔄 Reset All
💰
₹944 Cr
Total Revenue
📈 +15% YoY
💵
₹490 Cr
Total Profit
📈 +12% YoY
📊
50.85%
Avg Margin
📈 +2.3%
🛍️
150K
Transactions
📈 +8% YoY
🔮
₹52 Cr
30-Day Forecast
📈 Prophet Model
🎯
18.73%
Best MAPE (XGBoost)
✅ Excellent
📈 Revenue Trend & Forecast
Daily revenue with 90-day ML predictions
30 Days
60 Days
90 Days
📦 Category Performance
Click to filter dashboard
🌍 Regional Distribution
Click to filter by region
🤖 ML Model Comparison
Performance metrics for all 4 models
🏆 Ensemble
Combined
Best Overall
📊 Prophet
19.28%
MAPE
🚀 XGBoost
18.73%
Best MAPE
📉 ARIMA
27.49%
MAPE
📅 Monthly Revenue Trend
Seasonal patterns & growth
📱 Channel Performance
Revenue by sales channel