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Push notifications have emerged as a powerful tool for increasing user engagement in the digital landscape. By sending timely and relevant messages directly to users' devices, apps can hold their attention and prompt desired actions. However, crafting effective push notifications requires a deft approach. Understanding user behavior and preference