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Diving deeper into category performance, the most popular sub-categories are Health Care with a value of 100.0, Clothing with 76.7, and Skin Care with 65.6. These sub-categories are all nested within the Health & Beauty parent category.
At the product level, the items driving the most sales are Educational Books with a value of 100.0, Ayurvedic Medical Supplies with 85.8, and Perfumes with 75.8. These products span across different categories, indicating diverse customer interests.
Customer payment preferences tell us about trust and convenience factors. 34% of orders are placed using prepaid methods, while 66% prefer Cash on Delivery (COD). This distribution indicates a strong preference for COD in this region.
The customer base can be segmented into distinct behavioral groups. The largest segment is QUALITY_FIRST_SHOPPER with 34% of the customer base, followed by WEEKEND_SHOPPER at 34% and VALUE_SEEKER at 22%. Understanding these segments helps in tailoring marketing and product strategies.
Customer retention is a key indicator of business health. 66% of the customers are new to the platform, while 34% are returning customers.
Finally, understanding when customers prefer to shop is essential for inventory and customer service planning. The data shows that the peak time for placing orders is between 6 - 12 PM on Monday, with the highest concentration of orders in the 6 - 12 PM range. The activity is notably lower during the 12 - 6 AM period, which is typical for most eCommerce platforms.
1%
vs last 30 days
14%
vs last 30 days
₹ 1193
vs last 30 days
39%
vs last 30 days
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