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Diving deeper into category performance, the most popular sub-categories are Cleaning Supplies with a value of 100.0, Kitchenware with 77.1, and Gardening Supplies with 67.0. These sub-categories are all nested within the Home & Garden parent category.
At the product level, the items driving the most sales are Insecticides with a value of 100.0, Cookware & Bakeware with 96.6, and Crop Protection Agents with 50.5. These products span across different categories, indicating diverse customer interests.
Customer payment preferences tell us about trust and convenience factors. 39% of orders are placed using prepaid methods, while 61% 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 37% of the customer base, followed by VALUE_SEEKER at 27% and WEEKEND_SHOPPER at 26%. Understanding these segments helps in tailoring marketing and product strategies.
Customer retention is a key indicator of business health. 84% of the customers are new to the platform, while 16% 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.
-4%
vs last 30 days
18%
vs last 30 days
₹ 732
vs last 30 days
23%
vs last 30 days
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