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data.csv

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 idx,Age,Gender,Previous_Purchases,Product_ID,Product_Category,Price,Product_Description,Label
 0,28,Female,5,P12345,Beauty,39.99,Organic Skin Care Set,Relevant
-1,34,Male,3,P23456,Clothing,49.99,Eco-friendly T-shirt,Relevant
-2,22,Female,10,P34567,Beauty,19.99,Essential Oil Diffuser,Not Relevant
-3,45,Male,12,P45678,Electronics,89.99,Wireless Headphones,Relevant
-4,36,Female,8,P56789,Home,24.99,Decorative Vase,Relevant
-5,27,Female,2,P67890,Beauty,29.99,Luxury Perfume Bottle,Relevant
-6,29,Male,2,P67890,Electronics,159.99,Portable Speaker,Not Relevant
-7,27,Female,2,P67890,Cosmetics,12.99,Powder Blush,Relevant
-8,30,Male,2,P67890,Sports,129.99,High-Performance Running Shoes,Not Relevant
-9,29,Female,4,P67890,Health & Fitness,29.99,High-performance running shoes,Relevant
-10,41,Male,20,P67890,Electronics,299.99,Virtual Reality Headset,Not Relevant
-11,27,Female,3,P67890,Fitness,49.99,Adjustable Yoga Mat,Relevant
-12,41,Male,20,P67890,Tools,29.99,Precision Screwdriver Set,Not Relevant
-13,42,Male,7,P67890,Health & Wellness,29.99,Luxury Scented Hand Sanitizer,Relevant
-14,29,Female,3,P67890,Fitness,199.99,Advanced Yoga Mat,Not Relevant
-15,41,Male,15,P78901,Electronics,159.99,Bluetooth Speaker,Relevant
-16,42,Female,15,P78901,Beauty,59.99,Hair Dryer,Not Relevant
-17,31,Male,4,P78901,Fitness,45.99,Resistance Bands Set,Relevant
-18,24,Female,1,P78901,Beauty,14.99,Natural Hair Care Kit,Not Relevant
-19,41,Male,15,P78901,Automotive,199.99,Compact electric car model,Relevant
-20,33,Female,15,P78901,Beauty,24.99,Organic Sunscreen,Not Relevant
-21,52,Male,15,P78901,Electronics,299.99,Smart Watch with Heart Rate Monitor,Relevant
-22,31,Female,2,P78901,Sporting Goods,45.99,High-Tech Golf Clubs,Not Relevant
-23,53,Female,2,P78901,Beauty,54.99,Organic Facial Cleanser,Relevant
-24,50,Male,20,P78901,Gardening,59.99,Rare Plant Seeds Collection,Not Relevant
-25,31,Female,4,P89012,Beauty,34.99,Ceramic Makeup Palette,Relevant
-26,31,Male,4,P89012,Clothing,29.99,Leather Wallet,Not Relevant
-27,40,Female,11,P89012,Beauty,15.99,Natural Lip Balm,Relevant
-28,41,Male,7,P89012,Electronics,99.99,Wireless Earbuds,Not Relevant
-29,25,Female,3,P89012,Home & Garden,59.99,Bamboo storage containers,Relevant
-30,27,Male,11,P89012,Clothing,89.99,Fancy Dress Shoes,Not Relevant
-31,19,Female,0,P89012,Beauty,29.99,Natural Hair Gloss,Relevant
-32,52,Male,22,P89012,Automotive,99.99,Sports Car Driving Kit,Not Relevant
-33,31,Non-binary,3,P89012,Clothing,34.99,Sustainable Reusable Shopping Bag,Relevant
-34,33,Non-binary,4,P89012,Sports,89.99,High-performance Golf Balls,Not Relevant
-35,29,Male,5,P90123,Clothing,59.99,Formal Suit,Relevant
-36,25,Female,1,P90123,Home,129.99,LED Desk Lamp,Not Relevant
-37,25,Male,3,P90123,Beauty,10.99,Hydrating Face Mask,Relevant
-38,29,Female,3,P90123,Home,299.99,Smart Home Assistant,Not Relevant
-39,33,Male,7,P90123,Electronics,299.99,Wireless Charging Station,Relevant
-40,39,Female,8,P90123,Beauty,15.99,Stainless Steel Hairbrush,Not Relevant
-41,31,Male,7,P90123,Clothing,89.99,Graphic T-shirt with Sustainable Fabric,Relevant
-42,27,Female,5,P90123,Technology,89.99,Virtual Reality Headset,Not Relevant
-43,29,Female,4,P90123,Beauty,45.99,Handmade Lip Balm,Relevant
-44,25,Male,7,P90123,Books,15.99,Collector's Edition of Shakespeare's Plays,Not Relevant
-45,33,Female,1,P12345,Beauty,29.99,Organic Skin Care Set,Relevant
-46,55,Male,20,P01234,Beauty,18.99,Bathroom Scrubber,Not Relevant
-47,33,Female,6,P01234,Home,39.99,Modern Rug,Relevant
-48,37,Male,1,P01234,Health,49.99,Multivitamin Supplements,Not Relevant
-49,48,Female,2,P01234,Travel,129.99,Travel Luggage Set,Relevant
-50,50,Male,30,P01234,Electronics,199.99,High-End Camera,Not Relevant
-51,44,Female,13,P01234,Health & Wellness,59.99,Hand Sanitizer with Aloe Vera,Relevant
-52,29,Male,1,P01234,Health,19.99,Yoga Mat,Not Relevant
-53,38,Male,1,P12345,Beauty,29.99,Beeswax Lip Balm,Relevant
-54,41,Female,15,P01234,Art,99.99,Sculpture Class Voucher,Not Relevant
-55,44,Male,8,P23456,Clothing,59.99,Eco-friendly T-shirt,Relevant
-56,28,Female,6,P12345,Clothing,79.99,Windbreaker Jacket,Not Relevant
-57,29,Male,5,P12345,Beauty,29.99,Branded Sunscreen,Relevant
-58,33,Female,6,P12345,Fashion,89.99,Leather Handbag,Not Relevant
-59,27,Female,6,P12345,Beauty,29.99,Crystal Clear Facial Cleanser,Relevant
-60,22,Female,5,P12345,Beauty,29.99,Moisturizing Lip Balm,Not Relevant
-61,38,Male,9,P12345,Electronics,199.99,Portable Solar Charger,Relevant
-62,39,Female,7,P12345,Beauty,24.99,Facial Toner,Not Relevant
-63,55,Female,8,P23456,Clothing,109.99,Vintage Design Vest,Relevant
-64,28,Male,2,P12345,Beauty,39.99,Organic Skin Care Set,Not Relevant
-65,25,Female,7,P34567,Beauty,19.99,Essential Oil Diffuser,Relevant
-66,39,Male,8,P23456,Electronics,299.99,Smart Watch,Not Relevant
-67,37,Female,7,P23456,Beauty,17.99,Silk Foundation Palette,Relevant
-68,26,Male,4,P23456,Books,14.99,Tech Gadget Reviews,Not Relevant
-69,52,Male,11,P23456,Clothing,89.99,Classic Men's Blazer,Relevant
-70,29,Male,14,P23456,Clothing,59.99,Graphic T-shirt,Not Relevant
-71,23,Female,4,P23456,Beauty,14.99,Organic Lip Balm Set,Relevant
-72,44,Male,3,P23456,Clothing,59.99,Casual Leather Belt,Not Relevant
-73,44,Non-binary,6,P34567,Home,19.99,Luxury Wooden Coffee Table,Relevant
-74,37,Female,11,P23456,Clothing,49.99,Eco-friendly T-shirt,Not Relevant
-75,38,Male,11,P45678,Electronics,89.99,Wireless Headphones,Relevant
-76,48,Female,12,P34567,Beauty,12.99,Hand Sanitizer,Not Relevant
-77,41,Male,9,P34567,Electronics,99.99,High-Resolution Monitor,Relevant
-78,47,Female,8,P34567,Travel,59.99,Luggage with GPS Tracking,Not Relevant
-79,36,Female,9,P34567,Beauty,34.99,Adjustable High-Waisted Leggings,Relevant
-80,47,Female,12,P34567,Beauty,12.99,Eye Mask,Not Relevant
-81,41,Male,11,P34567,Fitness,34.99,Pull-up Bar with Rubberized Coating,Relevant
-82,32,Female,6,P34567,Beauty,12.99,Sun Protection Lotion,Not Relevant
-83,36,Male,2,P45678,Electronics,89.99,Vintage Radio Tuner,Relevant
-84,24,Non-binary,5,P34567,Beauty,19.99,Essential Oil Diffuser,Not Relevant
-85,30,Female,3,P56789,Home,24.99,Decorative Vase,Relevant
-86,33,Male,3,P45678,Home,249.99,Vacuum Cleaner,Not Relevant
-87,30,Female,2,P45678,Fitness,34.99,Adjustable Dumbbells,Relevant
-88,22,Male,1,P45678,Automotive,399.99,High-Performance Car Stereo,Not Relevant
-89,24,Male,2,P45678,Electronics,99.99,Multi-function Bluetooth Speaker,Relevant
-90,35,Male,7,P45678,Electronics,499.99,Smart Watch,Not Relevant
-91,26,Female,2,P45678,Home,79.99,Decorative Fairy Lights,Relevant
-92,36,Male,11,P45678,Electronics,129.99,Portable Solar Charger,Not Relevant
-93,27,Female,1,P56789,Home,24.99,Miniature Zen Garden,Relevant
-94,42,Male,13,P45678,Electronics,89.99,Wireless Headphones,Not Relevant
-95,42,Male,10,P67890,Electronics,199.99,Smart Home Lighting System,Relevant
-96,27,Female,5,P56789,Electronics,899.99,Laptop,Not Relevant
-97,38,Male,4,P56789,Home,19.99,Personalized Coffee Mug,Relevant
-98,31,Female,5,P56789,Home,79.99,Smart Thermostat,Not Relevant
-99,31,Female,5,P56789,Home,19.99,Indoor Plant Pot with Self-Watering Feature,Relevant
+1,35,Male,2,P67890,Electronics,149.99,Wireless Headphones,Irrelevant
+2,35,Male,2,P67890,Electronics,149.99,Wireless Headphones,Irrelevant
+3,35,Male,2,P67890,Electronics,149.99,Wireless Headphones,Irrelevant
+4,35,Male,2,P67890,Electronics,149.99,Wireless Headphones,Irrelevant
+5,45,Male,20,P67890,Men's Grooming,19.99,Stylish Beard Oil,Relevant
+6,35,Male,2,P67890,Grooming,45.5,Men's Hair Grooming Kit,Relevant
+7,45,Male,20,P67890,Men's Grooming,19.99,Stylish Beard Oil,Relevant
+8,45,Male,20,P67890,Men's Skincare,24.99,Intensive Cleanser with Vitamin C,Relevant
+9,45,Male,20,P67890,Men's Skincare,24.99,Intensive Cleanser with Vitamin C,Relevant
+11,22,Female,10,P23456,Fashion,89.99,Leather Jacket,Relevant
+12,22,Female,10,P23456,Fashion,89.99,Leather Jacket,Relevant
+13,22,Female,10,P23456,Fashion,89.99,Leather Jacket,Relevant
+14,22,Female,10,P23456,Fashion,89.99,Leather Jacket,Relevant
+15,34,Non-binary,8,P23456,Beauty,29.99,Invisible Sun Protection Spray,Relevant
+16,22,Female,10,P23456,Fashion,89.95,Summer Fashion Wear Set,Not Relevant
+17,31,Non-binary,8,P23456,Beauty,29.99,Invisible Sun Protection Spray,Relevant
+18,34,Female,10,P54321,Hair Care,19.99,Volumizing Shampoo with Nutrients,Not Relevant
+19,34,Female,10,P54321,Hair Care,19.99,Volumizing Shampoo with Nutrients,Not Relevant
+21,41,Male,4,P34567,Home & Garden,129.99,Smart Home Hub,Relevant
+22,41,Male,4,P34567,Home & Garden,129.99,Smart Home Hub,Relevant
+23,41,Male,4,P34567,Home & Garden,129.99,Smart Home Hub,Relevant
+24,41,Male,4,P34567,Home & Garden,129.99,Smart Home Hub,Relevant
+25,22,Female,15,P34567,Fashion,49.99,Luxury Silk Scarf,Irrelevant
+26,42,Female,8,P54321,Home,24.99,Organic Bedroom Scents,Relevant
+27,22,Female,15,P34567,Fashion,49.99,Luxury Silk Scarf,Irrelevant
+28,22,Non-Binary,2,P09876,Beauty,14.99,Natural Lip Gloss with Honey,Relevant
+29,22,Non-Binary,2,P09876,Beauty,15.99,Natural Lip Gloss with Honey,Relevant
+31,30,Female,6,P78901,Beauty,45.99,Organic Lipstick,Relevant
+32,30,Female,6,P78901,Beauty,45.99,Organic Lipstick,Relevant
+33,30,Female,6,P78901,Beauty,45.99,Organic Lipstick,Relevant
+34,30,Female,6,P78901,Beauty,45.99,Organic Lipstick,Relevant
+35,31,Male,12,P45678,Beauty,34.99,Men's Hair Gel with Skin Protection,Relevant
+36,30,Male,15,P98765,Beauty,19.95,Eco-friendly Face Cleanser,Not Relevant
+37,35,Male,12,P45678,Beauty,44.99,Men's Hair Coloring Kit,Irrelevant
+38,55,Female,30,P43210,Skincare,29.99,Retinol Night Cream for Anti-Aging,Not Relevant
+39,55,Female,30,P43210,Skincare,29.99,Retinol Night Cream for Anti-Aging,Not Relevant
+41,25,Male,3,P89012,Sport,199.99,High-Performance Running Shoes,Relevant
+42,26,Male,3,P89012,Sport,199.99,High-Performance Running Shoes,Irrelevant
+43,25,Male,3,P89012,Sport,19.99,Running Shoes,Irrelevant
+44,25,Male,3,P89012,Sport,199.99,High-Performance Running Shoes,Irrelevant
+45,29,Female,3,P56789,Fashion,59.99,Winter Woolen Coat,Irrelevant
+46,27,Female,7,P11223,Beauty,34.99,Handcrafted Lipsticks,Relevant
+47,29,Female,3,P56789,Fashion,15.99,Waterproof Leather Jacket,Relevant
+48,31,Male,5,P87654,Hair Care,17.99,Anti-Frizz Shampoo and Conditioner Set,Relevant
+49,31,Male,5,P24680,Fragrance,12.99,Lavender Scented Body Wash,Relevant
+51,29,Female,8,P90123,Fashion,79.99,Wide-Botanical Mesh Tank Top,Irrelevant
+52,29,Female,7,P90123,Fashion,59.99,Vintage Denim Jeans,Relevant
+53,48,Female,8,P90123,Beauty,34.99,Lip Balm,Irrelevant
+54,27,Female,7,P90123,Fashion,59.99,Vintage Denim Jeans,Relevant
+55,37,Male,25,P67890,Sportswear,24.99,Breathable Running Shorts,Relevant
+56,39,Male,3,P33445,Sports,59.99,Men's Athletic Shoes,Not Relevant
+57,41,Male,2,P67890,Men's Grooming,24.99,Ultra-Soft Beard Wax,Relevant
+58,40,Female,15,P98765,Beauty,34.99,Sheer Illusion Foundation,Not Relevant
+59,27,Female,8,P86420,Makeup,34.99,Long-Wearing Waterproof Eyeliner,Relevant
+61,45,Male,12,P01234,Electronics,299.99,Portable Bluetooth Speaker,Relevant
+62,38,Male,8,P12345,Beauty,39.99,Organic Skin Care Set,Relevant
+63,29,Male,7,P01234,Electronics,299.99,Laptop,Irrelevant
+64,38,Male,8,P12345,Beauty,39.99,Organic Skin Care Set,Relevant
+65,42,Female,40,P78901,Beauty,27.99,Matte Long-lasting Lipstick,Relevant
+66,23,Female,12,P77889,Fashion,64.99,Bohemian Dress Collection,Relevant
+67,37,Female,10,P78901,Beauty,22.99,Gentle Face Cleanser,Relevant
+68,19,Male,1,P54321,Men's Skincare,12.99,Moisturizing Gel for Dry Skin,Relevant
+69,41,Male,15,P31415,Men's Grooming,17.99,Moisturizing Aftershave Balm,Not Relevant
+71,32,Female,1,P56789,Beauty,34.99,Eco-Friendly Facial Cleanser,Relevant
+72,24,Female,1,P56789,Beauty,19.99,Skin Moisturizer,Relevant
+73,36,Female,2,P56789,Fashion,129.99,Slim-Fit Dress,Relevant
+74,29,Female,1,P56789,Beauty,19.99,Skin Moisturizer,Relevant
+75,27,Non-binary,1,P89012,Fashion,44.99,Vintage Floral Dress,Irrelevant
+76,36,Male,4,P44556,Home,29.99,High-efficiency Air Purifier,Not Relevant
+77,26,Non-binary,5,P89012,Fashion,69.99,Vintage Flannel Shirt,Irrelevant
+78,28,Female,3,P87654,Hair Care,19.99,Pre-Shampoo Serum for Smooth Locks,Not Relevant
+79,29,Female,1,P58309,Beauty,22.99,Instant Tanning Serum,Relevant
+81,37,Male,7,P67890,Electronics,199.99,Wireless Earbuds,Irrelevant
+82,32,Male,2,P09876,Electronics,199.99,Wireless Earbuds,Irrelevant
+83,24,Male,1,P67890,Electronics,149.99,Bluetooth Speaker,Irrelevant
+84,34,Male,2,P34567,Home & Garden,129.99,Smart Home Hub,Irrelevant
+85,36,Male,18,P90123,Sportswear,39.99,Lightweight Sports Jersey,Relevant
+86,29,Female,9,P66778,Beauty,17.99,Essential Aromatherapy Oils,Relevant
+87,33,Male,18,P90123,Men's Grooming,27.99,Professional Styling Cream,Relevant
+88,36,Male,2,P67890,Men's Skincare,24.99,Exfoliating Scrub with AHA,Relevant
+89,38,Male,7,P65432,Skincare,25.99,Oil-Free Face Wash for Sensitive Skin,Relevant
+96,41,Male,6,P88990,Fashion,75.0,Vintage Wool Coat,Not Relevant
+97,28,Female,4,P01234,Fashion,34.99,Statement Sunglasses,Irrelevant
+98,42,Female,7,P98765,Beauty,39.99,Volumizing Mascara for Long Lashes,Not Relevant
+99,47,Female,25,P98765,Makeup,49.99,Full-Coverage Liquid Foundation,Not Relevant