✨ The magic explained: - No key existence checks needed - Automatically handles new categories - Zero KeyError exceptions - Converts cleanly to DataFrame Because data aggregation should be fearless 📊
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✨ Why it's magical: - Automatic cleanup even if errors occur - Clean, indented code block shows scope - Reusable across different calculations - Zero leftover state changes Because temporary calculations shouldn't leave permanent marks 📊
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