Not All Bestsellers Stay Best
We reviewed daily sales to find what sold best on which days.
🍕 Top 10 Pizzas by Revenue
This bar chart reveals the best-selling pizzas by total revenue. Great for spotlighting promo-worthy products.
⏰ Hourly Order Volume
Orders spike at noon and early evening. Lunch and dinner promos could capitalize on these peaks.
📉 Residuals by Pizza Name
Some pizzas are overperforming expectations, while others lag behind. A clue for pricing and production tweaks.
🚀 Fast vs Slow Movers
Compare sales volumes between fast-moving and slow-moving pizzas. Useful for stock planning and menu refresh.
✅ Model Accuracy (Confusion Matrix)
Logistic regression correctly classified most fast and slow pizzas — helpful for forecasting and promotion testing.
📆 Daily Sales Trend
Seasonality and weekday cycles are clear. Rolling average smooths the pattern for better inventory planning.
🔮 Weekly Revenue Forecast
Future revenue projections — with confidence intervals — help with planning campaigns and staffing.
🔥 Calendar Heatmap of Sales
See what hours of each day bring the most sales. Great for timing promotions and staff shifts.
