Customer Order Summary

Create a summary showing each customer's total orders, total amount, and average amount.

Available Data:

DataFrame orders with columns: order_id, customer_id, amount, status

Requirements:

• Group by customer_id
• Calculate: count of orders, sum of amount, mean of amount
• Rename columns to: order_count, total_amount, avg_amount