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Diving deeper into category performance, the most popular sub-categories are Outdoor Recreation with a value of 100.0, Indoor Games with 93.2, and Fitness Equipment with 77.1. These sub-categories are all nested within the Sports & Recreation parent category.
At the product level, the items driving the most sales are Indoor Game Sets & Equipments with a value of 100.0, Team Sports Equipment with 25.4, and Beach & Water Sports Equipment with 19.7. These products span across different categories, indicating diverse customer interests.
Customer payment preferences tell us about trust and convenience factors. 43% of orders are placed using prepaid methods, while 57% 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 39% of the customer base, followed by VALUE_SEEKER at 25% and WEEKEND_SHOPPER at 24%. Understanding these segments helps in tailoring marketing and product strategies.
Customer retention is a key indicator of business health. 79% of the customers are new to the platform, while 21% 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
11%
vs last 30 days
₹ 1198
vs last 30 days
21%
vs last 30 days
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