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data = { "customer_id": [1, 2, 1, 3, 2, 3, 1, 2, 3, 1], "purchase_amount": [100, 200, 150, 300, 250, 180, 220, 275, 320, 130], "purchase_date": [ "2024-02-01", "2024-02-02", "2024-02-02", "2024-02-03", "2024-02-04", "2024-02-05", "2024-02-06", "2024-02-07", "2024-02-08", "2024-02-09" ], "product_category": [ "Electronics", "Clothing", "Electronics", "Home", "Clothing", "Home", "Sports", "Clothing", "Electronics", "Sports" ], "payment_method": [ "Credit Card", "PayPal", "Debit Card", "Credit Card", "PayPal", "Cash", "Debit Card", "Credit Card", "Debit Card", "Cash" ], "discount_applied": [10, 20, 15, 30, 25, 0, 5, 10, 20, 5], # In percentage "store_location": [ "New York", "Los Angeles", "New York", "Chicago", "Los Angeles", "Chicago", "Houston", "Los Angeles", "New York", "Houston" ] }
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