If an order is abandoned, but the user comes back later to shop, the items may still appear in the shopping cart. The number of days items remain in the cart is managed in Configuration >> Advanced >> AppConfig Parameters. The "default" number is 10 (days) but this may change it so that the cart will empty after the number of days you think is best for your store.
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