Upload beautyCatTrainNitin.json

beautyCatTrainNitin.json

@@ -0,0 +1,1136 @@
+[
+    {
+        "category": "2-in-1 Shampoo & Conditioner",
+        "count_of_titles": 30,
+        "ideal_title_length": "170-180",
+        "attribute_count_dict": "{'brand': 30, 'product': 30, 'quantity': 29, 'benefit': 23, 'specification': 15, 'target audience': 12, 'ingredient': 10, 'product line': 10, 'claim': 3, 'feature': 3, 'application area': 2, 'count of packs': 2, 'fragnance': 1, 'model': 1, 'offer': 1}",
+        "recommended_format": "Brand + Product + Product Line + Key Ingredient + Benefit + Feature + Target Audience + Quantity"
+    },
+    {
+        "category": "Acne Treatment Devices",
+        "count_of_titles": 8,
+        "ideal_title_length": "190-200",
+        "attribute_count_dict": "{'brand': 8, 'product': 7, 'benefit': 6, 'quantity': 5, 'feature': 4, 'application area': 2, 'claim': 2, 'ingredient': 2, 'size': 2, 'count of packs': 1, 'specification': 1, 'target audience': 1}",
+        "recommended_format": "Brand + Product + Benefit + Key Feature + Application Area + Claim + Target Audience + Quantity"
+    },
+    {
+        "category": "Aftercare",
+        "count_of_titles": 30,
+        "ideal_title_length": "170-180",
+        "attribute_count_dict": "{'brand': 30, 'quantity': 26, 'product': 22, 'spf': 16, 'product line': 11, 'ingredient': 10, 'application area': 9, 'product form': 6, 'specification': 6, 'benefit': 5, 'count of packs': 5, 'feature': 4, 'claim': 2, 'colour': 2, 'color': 1, 'manufacturer': 1, 'serving count': 1, 'target audience': 1}",
+        "recommended_format": "Brand + Product + Product Line + SPF + Key Ingredient + Benefit + Key Feature + Application Area + Product Form + Target Audience + Quantity"
+    },
+    {
+        "category": "Antiperspirant Deodorant",
+        "count_of_titles": 29,
+        "ideal_title_length": "200-210",
+        "attribute_count_dict": "{'brand': 29, 'quantity': 29, 'product': 27, 'target audience': 22, 'benefit': 18, 'claim': 18, 'product line': 15, 'count of packs': 7, 'feature': 7, 'fragnance': 6, 'product form': 6, 'ingredient': 5, 'color': 2, 'specification': 2, 'application area': 1, 'flavor': 1, 'fragrance': 1, 'scent': 1}",
+        "recommended_format": "Brand + Product + Product Line + Benefit + Key Feature + Fragrance/Scent + Claim + Target Audience + Quantity"
+    },
+    {
+        "category": "Antiperspirants",
+        "count_of_titles": 29,
+        "ideal_title_length": "190-200",
+        "attribute_count_dict": "{'brand': 28, 'product': 28, 'feature': 23, 'quantity': 21, 'benefit': 20, 'target audience': 17, 'count of packs': 11, 'application area': 9, 'specification': 9, 'size': 5, 'color': 4, 'material': 3, 'product line': 2, '': 1, 'fragnance': 1, 'ingredient': 1, 'manufacturer': 1, 'product form': 1, 'season': 1}",
+        "recommended_format": "Brand + Product + Product Line + Benefit + Key Feature + Fragrance/Scent + Claim + Target Audience + Quantity"
+    },
+    {
+        "category": "Attar",
+        "count_of_titles": 30,
+        "ideal_title_length": "190-200",
+        "attribute_count_dict": "{'brand': 30, 'target audience': 26, 'product': 25, 'claim': 24, 'quantity': 23, 'fragnance': 13, 'product line': 11, 'application area': 6, 'benefit': 6, 'count of packs': 4, 'feature': 4, 'ingredient': 4, 'packaging': 4, 'product form': 4, 'specification': 4, 'fragrance': 3, 'form': 2, 'offer': 2, 'collection': 1, 'inspiration': 1, 'series': 1}",
+        "recommended_format": "Brand + Product + Collection/Series + Fragrance + Benefit/Feature + Key Ingredient + Application Area + Target Audience + Quantity"
+    },
+    {
+        "category": "BB Creams",
+        "count_of_titles": 32,
+        "ideal_title_length": "220-230",
+        "attribute_count_dict": "{'brand': 32, 'product': 32, 'quantity': 25, 'benefit': 19, 'feature': 15, 'ingredient': 13, 'application area': 11, 'color': 11, 'claim': 9, 'product line': 9, 'spf': 9, 'specification': 8, 'count of packs': 5, 'colour': 3, 'target audience': 3, 'coverage': 1}",
+        "recommended_format": "Brand + Product + Product Line + SPF + Key Ingredient + Benefit + Feature + Application Area + Color + Quantity"
+    },
+    {
+        "category": "Bath & Shower Sponges",
+        "count_of_titles": 37,
+        "ideal_title_length": "170-180",
+        "attribute_count_dict": "{'product': 37, 'brand': 36, 'benefit': 22, 'target audience': 20, 'color': 19, 'feature': 18, 'application area': 16, 'count of packs': 10, 'quantity': 9, 'material': 3, 'ingredient': 1, 'model': 1, 'size': 1, 'specification': 1}",
+        "recommended_format": "Brand + Product + Feature + Benefit + Target Audience + Color + Application Area + Quantity + Count of Packs"
+    },
+    {
+        "category": "Bath Brushes",
+        "count_of_titles": 32,
+        "ideal_title_length": "180-190",
+        "attribute_count_dict": "{'product': 32, 'brand': 31, 'feature': 27, 'benefit': 24, 'color': 18, 'material': 11, 'application area': 9, 'claim': 7, 'target audience': 7, 'count of packs': 6, 'quantity': 3, 'quality': 2, 'accessory': 1}",
+        "recommended_format": "Brand + Product + Feature + Benefit + Material + Color + Application Area + Target Audience + Quantity"
+    },
+    {
+        "category": "Bath Oils",
+        "count_of_titles": 30,
+        "ideal_title_length": "190-200",
+        "attribute_count_dict": "{'brand': 30, 'product': 27, 'claim': 21, 'quantity': 21, 'benefit': 19, 'ingredient': 18, 'application area': 10, 'specification': 5, 'feature': 4, 'count of packs': 3, 'fragnance': 2, 'packaging': 2, 'product line': 2, 'target audience': 2, 'product form': 1}",
+        "recommended_format": "Brand + Product + Claim + Key Ingredient + Benefit + Application Area + Quantity + Fragrance"
+    },
+    {
+        "category": "Bath Poufs",
+        "count_of_titles": 4,
+        "ideal_title_length": "90-100",
+        "attribute_count_dict": "{'brand': 4, 'product': 4, 'count of packs': 2, 'target audience': 2, 'application area': 1, 'claim': 1, 'color': 1, 'product line': 1}",
+        "recommended_format": "Brand + Product + Color + Claim + Target Audience + Count of Packs"
+    },
+    {
+        "category": "Bath Salts",
+        "count_of_titles": 30,
+        "ideal_title_length": "210-220",
+        "attribute_count_dict": "{'benefit': 29, 'product': 29, 'brand': 28, 'quantity': 26, 'ingredient': 15, 'application area': 14, 'claim': 13, 'count of packs': 5, 'target audience': 5, 'specification': 3, 'fragnance': 2, 'product line': 2, 'color': 1, 'edition': 1, 'flavor': 1, 'offer': 1, 'packaging': 1, 'product form': 1, 'season': 1}",
+        "recommended_format": "Brand + Product + Benefit + Key Ingredient + Claim + Application Area + Quantity + Count of Packs"
+    },
+    {
+        "category": "Bath Sets & Kits",
+        "count_of_titles": 32,
+        "ideal_title_length": "250-260",
+        "attribute_count_dict": "{'brand': 32, 'product': 28, 'target audience': 25, 'claim': 17, 'feature': 16, 'product line': 14, 'benefit': 13, 'quantity': 13, 'application area': 9, 'specification': 9, 'ingredient': 7, 'count of packs': 5, 'fragnance': 5, 'packaging': 5, 'color': 1, 'fragrance': 1, 'occasion': 1, 'offer': 1}",
+        "recommended_format": "Brand + Product + Feature + Benefit + Claim + Target Audience + Product Line + Quantity + Count of Packs"
+    },
+    {
+        "category": "Blackhead Remover",
+        "count_of_titles": 30,
+        "ideal_title_length": "230-240",
+        "attribute_count_dict": "{'product': 30, 'brand': 29, 'benefit': 22, 'application area': 14, 'quantity': 13, 'ingredient': 11, 'feature': 9, 'target audience': 8, 'count of packs': 7, 'color': 6, 'product line': 3, 'claim': 2, 'specification': 2, 'accessory': 1, 'material': 1, 'product form': 1, 'targeted area': 1}",
+        "recommended_format": "Brand + Product + Benefit + Feature + Key Ingredient + Application Area + Target Audience + Quantity + Count of Packs"
+    },
+    {
+        "category": "Bleaches",
+        "count_of_titles": 30,
+        "ideal_title_length": "190-200",
+        "attribute_count_dict": "{'brand': 30, 'product': 29, 'quantity': 29, 'benefit': 23, 'ingredient': 13, 'claim': 10, 'application area': 7, 'target audience': 7, 'feature': 6, 'product line': 4, 'color': 1, 'count of packs': 1, 'specification': 1, 'targeted area': 1}",
+        "recommended_format": "Brand + Product + Benefit + Key Ingredient + Claim + Application Area + Target Audience + Quantity"
+    },
+    {
+        "category": "Blush Makeup Brushes",
+        "count_of_titles": 30,
+        "ideal_title_length": "170-180",
+        "attribute_count_dict": "{'brand': 29, 'product': 29, 'feature': 15, 'color': 14, 'benefit': 8, 'application area': 7, 'model': 7, 'quantity': 7, 'material': 5, 'count of packs': 4, 'target audience': 4, 'claim': 3, 'product line': 2, 'size': 2, 'accessory': 1, 'coverage': 1, 'product form': 1, 'specification': 1}",
+        "recommended_format": "Brand + Product + Feature + Benefit + Color + Application Area + Model + Quantity + Material"
+    },
+    {
+        "category": "Body Butters",
+        "count_of_titles": 38,
+        "ideal_title_length": "180-190",
+        "attribute_count_dict": "{'quantity': 38, 'brand': 35, 'product': 35, 'benefit': 31, 'ingredient': 25, 'claim': 15, 'target audience': 14, 'application area': 12, 'fragnance': 5, 'product line': 5, 'feature': 4, 'flavor': 3, 'product form': 3, 'specification': 3, 'accessory': 1, 'color': 1, 'count of packs': 1, 'fragrance': 1, 'offer': 1, 'origin': 1, 'packaging': 1, 'quality': 1}",
+        "recommended_format": "Brand + Product + Key Ingredient + Benefit + Claim + Fragrance + Target Audience + Quantity + Application Area"
+    },
+    {
+        "category": "Body Concealer",
+        "count_of_titles": 22,
+        "ideal_title_length": "130-140",
+        "attribute_count_dict": "{'brand': 21, 'product': 20, 'quantity': 11, 'product line': 9, 'fragrance': 6, 'color': 4, 'fragnance': 4, 'application area': 2, 'product form': 2, 'benefit': 1, 'feature': 1, 'size': 1}",
+        "recommended_format": "Brand + Product + Color + Fragrance + Product Line + Quantity + Application Area"
+    },
+    {
+        "category": "Body Creams",
+        "count_of_titles": 33,
+        "ideal_title_length": "240-250",
+        "attribute_count_dict": "{'brand': 33, 'product': 32, 'quantity': 29, 'benefit': 19, 'ingredient': 18, 'application area': 14, 'claim': 14, 'target audience': 7, 'product line': 6, 'count of packs': 5, 'feature': 4, 'specification': 3, 'manufacturer': 2, 'country of origin': 1, 'ingredients': 1, 'offer': 1, 'season': 1, 'shelf life': 1}",
+        "recommended_format": "Brand + Product + Benefit + Key Ingredient + Claim + Application Area + Target Audience + Quantity"
+    },
+    {
+        "category": "Body Lotions",
+        "count_of_titles": 31,
+        "ideal_title_length": "180-190",
+        "attribute_count_dict": "{'brand': 31, 'quantity': 31, 'benefit': 29, 'product': 29, 'ingredient': 24, 'application area': 21, 'feature': 11, 'claim': 10, 'target audience': 9, 'product form': 4, 'product line': 4, 'specification': 3, 'spf': 3, 'fragnance': 2, 'count of packs': 1, 'recommendation': 1}",
+        "recommended_format": "Brand + Product + Key Ingredient + Benefit + Claim + Application Area + Target Audience + Quantity"
+    },
+    {
+        "category": "Body Mousses",
+        "count_of_titles": 7,
+        "ideal_title_length": "50-60",
+        "attribute_count_dict": "{'brand': 7, 'quantity': 6, 'product line': 5, 'product': 4, 'benefit': 3, 'product form': 2, 'feature': 1, 'fragnance': 1, 'ingredient': 1}",
+        "recommended_format": "Brand + Product + Product Line + Benefit + Quantity"
+    },
+    {
+        "category": "Body Scrubs",
+        "count_of_titles": 32,
+        "ideal_title_length": "190-200",
+        "attribute_count_dict": "{'brand': 31, 'product': 31, 'benefit': 26, 'quantity': 26, 'ingredient': 22, 'target audience': 16, 'application area': 11, 'claim': 11, 'product line': 7, 'count of packs': 6, 'color': 3, 'feature': 3, 'specification': 3, 'flavor': 2, 'scent': 2, 'aroma': 1, 'fragnance': 1, 'fragrance': 1, 'ingredients': 1, 'material': 1}",
+        "recommended_format": "Brand + Product + Product Line + SPF + Key Ingredient + Benefit + Key Feature + Application Area + Quantity"
+    },
+    {
+        "category": "Body Sunscreen",
+        "count_of_titles": 30,
+        "ideal_title_length": "170-180",
+        "attribute_count_dict": "{'brand': 30, 'quantity': 26, 'spf': 26, 'product': 23, 'feature': 13, 'product line': 12, 'ingredient': 11, 'application area': 10, 'benefit': 10, 'claim': 9, 'count of packs': 6, 'specification': 6, 'product form': 5, 'color': 1, 'colour': 1, 'fragrance': 1, 'origin': 1, 'target audience': 1}",
+        "recommended_format": "Brand + Product + SPF + Benefit + Feature + Key Ingredient + Application Area + Quantity"
+    },
+    {
+        "category": "Body Talcum Powders",
+        "count_of_titles": 30,
+        "ideal_title_length": "160-170",
+        "attribute_count_dict": "{'brand': 30, 'quantity': 30, 'product': 27, 'benefit': 16, 'product line': 16, 'target audience': 9, 'fragrance': 8, 'feature': 7, 'ingredient': 7, 'count of packs': 5, 'fragnance': 4, 'claim': 3, 'product form': 3, 'specification': 3, 'application area': 2, 'color': 1, 'offer': 1}",
+        "recommended_format": "Brand + Product + Benefit + Fragrance + Product Line + Target Audience + Quantity"
+    },
+    {
+        "category": "Body Wash Gels",
+        "count_of_titles": 33,
+        "ideal_title_length": "160-170",
+        "attribute_count_dict": "{'brand': 33, 'product': 33, 'quantity': 33, 'benefit': 28, 'ingredient': 23, 'claim': 15, 'target audience': 13, 'application area': 10, 'fragnance': 10, 'product line': 7, 'feature': 5, 'packaging': 4, 'specification': 3, 'count of packs': 1, 'fragrance': 1}",
+        "recommended_format": "Brand + Product + Key Ingredient + Benefit + Claim + Target Audience + Quantity + Fragrance"
+    },
+    {
+        "category": "Body Wash Oils",
+        "count_of_titles": 17,
+        "ideal_title_length": "150-160",
+        "attribute_count_dict": "{'brand': 17, 'product': 15, 'quantity': 14, 'benefit': 11, 'ingredient': 8, 'claim': 5, 'application area': 3, 'feature': 3, 'product line': 2, 'specification': 2, 'target audience': 2, 'count of packs': 1, 'fragnance': 1, 'product form': 1, 'total quantity': 1}",
+        "recommended_format": "Brand + Product + Benefit + Key Ingredient + Claim + Quantity"
+    },
+    {
+        "category": "Box Tissues",
+        "count_of_titles": 30,
+        "ideal_title_length": "190-200",
+        "attribute_count_dict": "{'product': 30, 'quantity': 30, 'brand': 29, 'count of packs': 25, 'specification': 19, 'feature': 16, 'packaging': 7, 'claim': 5, 'product line': 5, 'ingredient': 3, 'model': 3, 'size': 3, 'application area': 2, 'total quantity': 2, 'color': 1, 'material': 1, 'offer': 1}",
+        "recommended_format": "Brand + Product + Quantity + Count of Packs + Specification + Feature + Claim"
+    },
+    {
+        "category": "Brush Cleaners",
+        "count_of_titles": 29,
+        "ideal_title_length": "220-230",
+        "attribute_count_dict": "{'product': 29, 'brand': 27, 'feature': 13, 'color': 8, 'quantity': 7, 'material': 6, 'target audience': 6, 'benefit': 5, 'application area': 4, 'accessory': 2, 'count of packs': 2, 'product line': 2, 'accessories': 1, 'claim': 1, 'fragnance': 1, 'model': 1, 'power support': 1}",
+        "recommended_format": "Brand + Product + Feature + Benefit + Color + Quantity + Target Audience"
+    },
+    {
+        "category": "Bubble Bath",
+        "count_of_titles": 29,
+        "ideal_title_length": "230-240",
+        "attribute_count_dict": "{'product': 28, 'brand': 27, 'quantity': 23, 'ingredient': 15, 'product line': 13, 'claim': 11, 'target audience': 9, 'benefit': 8, 'fragnance': 7, 'application area': 4, 'count of packs': 3, 'color': 1, 'feature': 1, 'model': 1, 'specification': 1}",
+        "recommended_format": "Brand + Product + Product Line + Key Ingredient + Claim + Benefit + Fragrance + Target Audience + Quantity"
+    },
+    {
+        "category": "CC Creams",
+        "count_of_titles": 33,
+        "ideal_title_length": "140-150",
+        "attribute_count_dict": "{'brand': 33, 'quantity': 29, 'product': 28, 'benefit': 19, 'feature': 18, 'product line': 17, 'color': 15, 'application area': 14, 'ingredient': 13, 'specification': 12, 'claim': 9, 'spf': 6, 'colour': 5, 'count of packs': 3, 'flavor': 2, 'target audience': 2, 'accessory': 1, 'availability': 1, 'product form': 1, 'size': 1}",
+        "recommended_format": "Brand + Product + Benefit + Feature + Key Ingredient + SPF + Color + Quantity"
+    },
+    {
+        "category": "Caps, Foils & Wraps for Hair Colouring",
+        "count_of_titles": 30,
+        "ideal_title_length": "140-150",
+        "attribute_count_dict": "{'product': 28, 'brand': 27, 'application area': 23, 'feature': 18, 'color': 15, 'target audience': 12, 'quantity': 8, 'count of packs': 7, 'product line': 7, 'material': 6, 'benefit': 5, 'specification': 5, 'claim': 4, 'size': 4, 'location': 1, 'profession': 1, 'service': 1}",
+        "recommended_format": "Brand + Product + Application Area + Feature + Target Audience + Color + Quantity + Count of Packs"
+    },
+    {
+        "category": "Chemical Hair Dyes",
+        "count_of_titles": 30,
+        "ideal_title_length": "150-160",
+        "attribute_count_dict": "{'brand': 28, 'product': 26, 'color': 25, 'quantity': 21, 'claim': 13, 'target audience': 10, 'benefit': 9, 'count of packs': 8, 'product line': 8, 'feature': 7, 'ingredient': 5, 'application area': 4, 'specification': 4, 'accessory': 3, 'model': 2, 'packaging': 1, 'size': 1}",
+        "recommended_format": "Brand + Product + Color + Benefit + Claim + Target Audience + Quantity + Count of Packs"
+    },
+    {
+        "category": "Cleansing Strips",
+        "count_of_titles": 23,
+        "ideal_title_length": "150-160",
+        "attribute_count_dict": "{'product': 22, 'brand': 20, 'benefit': 16, 'quantity': 15, 'application area': 9, 'count of packs': 8, 'ingredient': 8, 'target audience': 8, 'product line': 7, 'feature': 5, 'product form': 2, 'serving count': 2, 'claim': 1, 'color': 1, 'flavor': 1, 'manufacturer': 1, 'season': 1, 'version': 1}",
+        "recommended_format": "Brand + Product + Benefit + Key Ingredient + Application Area+ Target Audience + Quantity + Count of Packs "
+    },
+    {
+        "category": "Clippers & Trimmers",
+        "count_of_titles": 30,
+        "ideal_title_length": "230-240",
+        "attribute_count_dict": "{'brand': 30, 'product': 30, 'feature': 22, 'target audience': 19, 'color': 14, 'benefit': 10, 'material': 8, 'quantity': 8, 'count of packs': 5, 'model': 5, 'accessory': 4, 'application area': 2, 'packaging': 1, 'size': 1}",
+        "recommended_format": "Brand + Product + Feature + Target Audience + Color + Benefit + Material + Quantity"
+    },
+    {
+        "category": "Clips",
+        "count_of_titles": 30,
+        "ideal_title_length": "180-190",
+        "attribute_count_dict": "{'brand': 30, 'product': 30, 'target audience': 25, 'color': 24, 'feature': 20, 'quantity': 16, 'count of packs': 11, 'application area': 6, 'benefit': 5, 'material': 5, 'size': 5, 'claim': 4, 'style': 4, 'product line': 3, 'specification': 3, 'colour': 1, 'model': 1, 'occasion': 1, 'offer': 1}",
+        "recommended_format": "Brand + Product + Target Audience + Color + Feature + Quantity + Count of Packs"
+    },
+    {
+        "category": "Compact Mirrors",
+        "count_of_titles": 28,
+        "ideal_title_length": "170-180",
+        "attribute_count_dict": "{'product': 26, 'brand': 24, 'feature': 22, 'application area': 12, 'color': 11, 'target audience': 9, 'benefit': 7, 'specification': 5, 'shape': 4, 'count of packs': 3, 'design': 3, 'material': 3, 'size': 3, 'accessory': 2, 'claim': 2, 'message': 1, 'offer': 1, 'product line': 1, 'quality': 1}",
+        "recommended_format": "Brand + Product + Feature + Color + Application Area + Target Audience + Benefit + Count of Packs"
+    },
+    {
+        "category": "Compact Powder",
+        "count_of_titles": 30,
+        "ideal_title_length": "190-200",
+        "attribute_count_dict": "{'brand': 30, 'quantity': 25, 'benefit': 22, 'product': 21, 'color': 19, 'application area': 15, 'product line': 15, 'feature': 12, 'claim': 9, 'colour': 6, 'product form': 6, 'ingredient': 5, 'specification': 4, 'spf': 2, 'target audience': 2, 'coverage': 1, 'fragnance': 1, 'packaging': 1}",
+        "recommended_format": "Brand + Product + Product Line + Color + Benefit + Feature + Claim + SPF + Quantity"
+    },
+    {
+        "category": "Concealer Makeup Brushes",
+        "count_of_titles": 30,
+        "ideal_title_length": "180-190",
+        "attribute_count_dict": "{'brand': 30, 'product': 30, 'feature': 12, 'model': 12, 'application area': 9, 'color': 9, 'benefit': 8, 'material': 5, 'claim': 2, 'count of packs': 2, 'product line': 2, 'quantity': 2, 'size': 2, 'specification': 1, 'target audience': 1}",
+        "recommended_format": "Brand + Product + Feature + Model + Color + Benefit + Application Area + Quantity"
+    },
+    {
+        "category": "Conditioners",
+        "count_of_titles": 30,
+        "ideal_title_length": "180-190",
+        "attribute_count_dict": "{'brand': 30, 'quantity': 30, 'benefit': 27, 'product': 27, 'ingredient': 21, 'claim': 12, 'target audience': 9, 'product line': 8, 'application area': 3, 'count of packs': 2, 'feature': 2, 'offer': 1}",
+        "recommended_format": "Brand + Product + Product Line + Key Ingredient + Benefit + Claim + Target Audience + Quantity"
+    },
+    {
+        "category": "Contour Make-up Brushes",
+        "count_of_titles": 29,
+        "ideal_title_length": "190-200",
+        "attribute_count_dict": "{'product': 29, 'brand': 27, 'model': 16, 'feature': 8, 'color': 6, 'claim': 5, 'application area': 4, 'benefit': 4, 'quantity': 3, 'size': 2, 'count of packs': 1, 'material': 1, 'specification': 1}",
+        "recommended_format": "Brand + Product + Model + Feature + Benefit + Application Area + Color + Quantity"
+    },
+    {
+        "category": "Cosmetic Bags",
+        "count_of_titles": 30,
+        "ideal_title_length": "170-180",
+        "attribute_count_dict": "{'product': 30, 'brand': 28, 'color': 27, 'feature': 27, 'target audience': 20, 'size': 17, 'application area': 8, 'material': 5, 'quantity': 5, 'benefit': 3, 'model': 2, 'product line': 2, 'specification': 2, 'count of packs': 1}",
+        "recommended_format": "Brand + Product + Color + Feature + Target Audience + Size + Material + Quantity"
+    },
+    {
+        "category": "Cosmetic Display Cases",
+        "count_of_titles": 30,
+        "ideal_title_length": "190-200",
+        "attribute_count_dict": "{'brand': 30, 'product': 30, 'feature': 27, 'color': 22, 'application area': 18, 'product line': 7, 'material': 6, 'quantity': 5, 'benefit': 4, 'count of packs': 3, 'size': 3, 'target audience': 3, 'accessory': 1, 'count of tiers': 1}",
+        "recommended_format": "Brand + Product + Feature + Color + Application Area + Material + Quantity + Target Audience"
+    },
+    {
+        "category": "Cosmetic Pencil Sharpeners",
+        "count_of_titles": 29,
+        "ideal_title_length": "160-170",
+        "attribute_count_dict": "{'product': 28, 'brand': 27, 'color': 15, 'count of packs': 13, 'feature': 11, 'application area': 8, 'quantity': 6, 'target audience': 5, 'claim': 4, 'material': 4, 'product line': 3, 'accessories': 1, 'benefit': 1, 'ingredient': 1, 'retailer': 1, 'size': 1, 'specification': 1, 'version': 1}",
+        "recommended_format": "Brand + Product + Feature + Color + Count of Packs + Application Area + Claim + Material + Quantity"
+    },
+    {
+        "category": "Cotton & Swabs",
+        "count_of_titles": 30,
+        "ideal_title_length": "190-200",
+        "attribute_count_dict": "{'product': 29, 'brand': 28, 'quantity': 27, 'count of packs': 20, 'application area': 13, 'feature': 13, 'benefit': 12, 'material': 10, 'claim': 5, 'color': 4, 'packaging': 4, 'accessory': 2, 'ingredient': 2, 'product line': 2, 'container': 1, 'offer': 1, 'price': 1, 'specification': 1, 'target audience': 1, 'total quantity': 1}",
+        "recommended_format": "Brand + Product + Quantity + Count of Packs + Application Area + Feature + Benefit + Material"
+    },
+    {
+        "category": "Curling Irons & Straighteners",
+        "count_of_titles": 30,
+        "ideal_title_length": "180-190",
+        "attribute_count_dict": "{'product': 29, 'brand': 28, 'feature': 22, 'color': 19, 'target audience': 15, 'benefit': 14, 'model': 13, 'claim': 6, 'product line': 6, 'size': 6, 'application area': 5, 'specification': 2, 'accessories': 1, 'material': 1, 'power support': 1, 'warranty': 1}",
+        "recommended_format": "Brand + Product + Feature + Color + Target Audience + Benefit + Model + Claim"
+    },
+    {
+        "category": "Cuticle Nippers",
+        "count_of_titles": 30,
+        "ideal_title_length": "190-200",
+        "attribute_count_dict": "{'product': 30, 'brand': 27, 'feature': 16, 'color': 12, 'benefit': 11, 'material': 9, 'application area': 8, 'claim': 4, 'target audience': 4, 'accessory': 3, 'count of packs': 3, 'product line': 2, 'quantity': 2, 'size': 2, 'specification': 2, 'model': 1}",
+        "recommended_format": "Brand + Product + Feature + Color + Benefit + Material + Target Audience + Quantity"
+    },
+    {
+        "category": "Cuticle Pushers",
+        "count_of_titles": 29,
+        "ideal_title_length": "170-180",
+        "attribute_count_dict": "{'product': 29, 'brand': 26, 'application area': 17, 'material': 13, 'quantity': 13, 'benefit': 11, 'color': 11, 'feature': 10, 'count of packs': 4, 'accessory': 3, 'claim': 3, 'specification': 2, 'function': 1, 'packaging': 1, 'size': 1, 'target audience': 1}",
+        "recommended_format": "Brand + Product + Application Area + Material + Benefit + Color + Feature + Quantity"
+    },
+    {
+        "category": "Cuticle Scissors",
+        "count_of_titles": 28,
+        "ideal_title_length": "230-240",
+        "attribute_count_dict": "{'product': 28, 'brand': 23, 'application area': 16, 'feature': 14, 'material': 13, 'count of packs': 8, 'size': 6, 'benefit': 5, 'color': 4, 'claim': 3, 'length': 3, 'quantity': 2, 'target audience': 2, 'model': 1, 'specification': 1}",
+        "recommended_format": "Brand + Product + Application Area + Feature + Material + Benefit + Color + Count of Packs"
+    },
+    {
+        "category": "Cuticle Tool Sets",
+        "count_of_titles": 5,
+        "ideal_title_length": "190-200",
+        "attribute_count_dict": "{'product': 5, 'brand': 4, 'accessory': 3, 'application area': 3, 'feature': 3, 'color': 2, 'quantity': 2, 'claim': 1, 'count of packs': 1, 'target audience': 1}",
+        "recommended_format": "Brand + Product + Accessory + Application Area + Feature + Color + Quantity"
+    },
+    {
+        "category": "DD Facial Creams",
+        "count_of_titles": 1,
+        "ideal_title_length": "50-60",
+        "attribute_count_dict": "{'brand': 1, 'product': 1, 'quantity': 1, 'target audience': 1}",
+        "recommended_format": "Brand + Product + Benefit + Key Ingredient + Claim + Application Area + Target Audience + Quantity"
+    },
+    {
+        "category": "Deodorant",
+        "count_of_titles": 31,
+        "ideal_title_length": "250-260",
+        "attribute_count_dict": "{'brand': 31, 'quantity': 30, 'product': 25, 'target audience': 24, 'benefit': 17, 'claim': 17, 'product line': 16, 'fragnance': 13, 'ingredient': 9, 'product form': 9, 'count of packs': 6, 'application area': 4, 'feature': 3, 'color': 2, 'offer': 2, 'specification': 2, 'fragrance': 1, 'ingredients': 1}",
+        "recommended_format": "Brand + Product + Product Line + Benefit + Fragrance + Key Feature + Application Area + Target Audience + Quantity"
+    },
+    {
+        "category": "Dip Manicure Kits",
+        "count_of_titles": 21,
+        "ideal_title_length": "190-200",
+        "attribute_count_dict": "{'brand': 21, 'product': 21, 'color': 14, 'quantity': 12, 'accessories': 7, 'application area': 7, 'feature': 6, 'accessory': 5, 'specification': 4, 'color count': 3, 'model': 3, 'material': 2, 'benefit': 1, 'claim': 1, 'offer': 1, 'season': 1, 'target audience': 1}",
+        "recommended_format": "Brand + Product + Key Feature + Color + Accessories/Accessory + Application Area + Target Audience + Quantity"
+    },
+    {
+        "category": "Dip Manicure Powders",
+        "count_of_titles": 8,
+        "ideal_title_length": "130-140",
+        "attribute_count_dict": "{'product': 8, 'quantity': 7, 'brand': 6, 'feature': 5, 'benefit': 4, 'color': 4, 'ingredient': 4, 'model': 4, 'specification': 3, 'application area': 2, 'target audience': 2, 'claim': 1, 'count of packs': 1}",
+        "recommended_format": "Brand + Product + Color + Key Feature + Benefit + Application Area + Target Audience + Quantity"
+    },
+    {
+        "category": "Dip Manicure Top & Base Coats",
+        "count_of_titles": 2,
+        "ideal_title_length": "100-110",
+        "attribute_count_dict": "{'quantity': 2, 'accessory': 1, 'brand': 1, 'color': 1, 'feature': 1, 'model': 1, 'product': 1, 'product line': 1}",
+        "recommended_format": "Brand + Product + Product Line + Color + Key Feature + Quantity"
+    },
+    {
+        "category": "Dry Shampoos",
+        "count_of_titles": 30,
+        "ideal_title_length": "130-140",
+        "attribute_count_dict": "{'brand': 29, 'product': 28, 'quantity': 27, 'benefit': 23, 'claim': 10, 'specification': 9, 'feature': 6, 'fragnance': 6, 'application area': 5, 'count of packs': 3, 'fragrance': 2, 'ingredient': 2, 'manufacturer': 2, 'product form': 2, 'color': 1, 'packaging': 1, 'product line': 1, 'target audience': 1}",
+        "recommended_format": "Brand + Product + Benefit + Claim + Fragrance + Feature + Application Area + Quantity"
+    },
+    {
+        "category": "Eau de Cologne",
+        "count_of_titles": 30,
+        "ideal_title_length": "130-140",
+        "attribute_count_dict": "{'brand': 30, 'quantity': 30, 'target audience': 28, 'product': 24, 'claim': 17, 'product line': 16, 'feature': 13, 'count of packs': 12, 'fragnance': 12, 'benefit': 7, 'product form': 4, 'application area': 2, 'ingredient': 1, 'offer': 1, 'specification': 1}",
+        "recommended_format": "Brand + Product + Product Line + Fragrance + Key Feature + Benefit + Target Audience + Quantity"
+    },
+    {
+        "category": "Eau de Parfum",
+        "count_of_titles": 30,
+        "ideal_title_length": "190-200",
+        "attribute_count_dict": "{'brand': 30, 'quantity': 30, 'product': 27, 'target audience': 27, 'claim': 26, 'fragrance': 21, 'product line': 21, 'fragnance': 10, 'benefit': 8, 'feature': 7, 'application area': 6, 'product form': 3, 'color': 1, 'count of packs': 1, 'fragrances': 1, 'ingredient': 1}",
+        "recommended_format": "Brand + Product + Product Line + Fragrance + Claim + Benefit + Target Audience + Quantity"
+    },
+    {
+        "category": "Eau de Toilette",
+        "count_of_titles": 30,
+        "ideal_title_length": "140-150",
+        "attribute_count_dict": "{'brand': 30, 'quantity': 30, 'target audience': 30, 'product line': 21, 'product': 18, 'product form': 14, 'claim': 9, 'fragnance': 9, 'fragrance': 8, 'feature': 7, 'application area': 4, 'benefit': 4, 'color': 4, 'count of packs': 3, 'availability': 1, 'location': 1, 'size': 1}",
+        "recommended_format": "Brand + Product + Product Line + Fragrance + Key Feature + Benefit + Target Audience + Quantity"
+    },
+    {
+        "category": "Electric Nail Drill Bits",
+        "count_of_titles": 27,
+        "ideal_title_length": "180-190",
+        "attribute_count_dict": "{'product': 26, 'brand': 21, 'quantity': 18, 'application area': 16, 'benefit': 10, 'feature': 7, 'material': 7, 'claim': 6, 'size': 6, 'color': 4, 'specification': 3, 'target audience': 3, 'accessories': 1, 'count of packs': 1, 'model': 1, 'voltage': 1}",
+        "recommended_format": "Brand + Product + Size + Material + Key Feature + Benefit + Application Area + Target Audience + Quantity"
+    },
+    {
+        "category": "Electric Nail Drills",
+        "count_of_titles": 30,
+        "ideal_title_length": "180-190",
+        "attribute_count_dict": "{'product': 30, 'brand': 19, 'feature': 19, 'application area': 16, 'claim': 8, 'specification': 7, 'benefit': 6, 'color': 6, 'accessory': 5, 'accessories': 4, 'target audience': 4, 'count of packs': 2, 'model': 2, 'power': 2, 'functions': 1, 'power support': 1, 'quantity': 1, 'seller': 1, 'speed': 1, 'voltage': 1}",
+        "recommended_format": "Brand + Product + Key Feature + Application Area + Benefit + Specification + Target Audience + Quantity"
+    },
+    {
+        "category": "Epilators",
+        "count_of_titles": 30,
+        "ideal_title_length": "170-180",
+        "attribute_count_dict": "{'product': 28, 'brand': 27, 'target audience': 25, 'feature': 24, 'application area': 17, 'color': 16, 'benefit': 11, 'model': 8, 'product line': 5, 'connectivity': 3, 'power support': 3, 'specification': 2, 'count of packs': 1, 'ingredient': 1, 'power': 1, 'runtime': 1}",
+        "recommended_format": "Brand + Product + Model + Key Feature + Benefit + Application Area + Target Audience + Color + Quantity"
+    },
+    {
+        "category": "Eye Concealer",
+        "count_of_titles": 30,
+        "ideal_title_length": "190-200",
+        "attribute_count_dict": "{'product': 29, 'brand': 28, 'application area': 15, 'color': 12, 'feature': 12, 'quantity': 12, 'target audience': 11, 'benefit': 9, 'claim': 9, 'specification': 7, 'product line': 3, 'count of packs': 2, 'material': 2, 'size': 2, 'colour': 1, 'finish': 1, 'ingredient': 1, 'model': 1, 'offer': 1, 'product form': 1, 'version': 1}",
+        "recommended_format": "Brand + Product + Color + Key Feature + Benefit + Application Area + Target Audience + Quantity"
+    },
+    {
+        "category": "Eye Creams",
+        "count_of_titles": 30,
+        "ideal_title_length": "230-240",
+        "attribute_count_dict": "{'brand': 30, 'product': 30, 'benefit': 29, 'quantity': 27, 'ingredient': 23, 'target audience': 15, 'claim': 10, 'feature': 8, 'application area': 7, 'product line': 5, 'product form': 2, 'ingredients': 1}",
+        "recommended_format": "Brand + Product + Benefit + Key Ingredient + Claim + Target Audience + Quantity"
+    },
+    {
+        "category": "Eye Gels",
+        "count_of_titles": 30,
+        "ideal_title_length": "170-180",
+        "attribute_count_dict": "{'brand': 29, 'product': 29, 'benefit': 25, 'quantity': 24, 'ingredient': 17, 'target audience': 13, 'application area': 8, 'claim': 7, 'feature': 6, 'product line': 6, 'count of packs': 4, 'ingredients': 2, 'color': 1, 'product form': 1, 'specification': 1}",
+        "recommended_format": "Brand + Product + Key Benefit + Key Ingredient + Target Audience + Application Area + Quantity"
+    },
+    {
+        "category": "Eye Masks",
+        "count_of_titles": 30,
+        "ideal_title_length": "280-290",
+        "attribute_count_dict": "{'product': 30, 'brand': 28, 'benefit': 27, 'feature': 22, 'target audience': 15, 'color': 14, 'count of packs': 8, 'quantity': 8, 'ingredient': 5, 'material': 5, 'product line': 5, 'application area': 3, 'season': 2, 'claim': 1, 'connectivity': 1, 'product form': 1, 'theme': 1}",
+        "recommended_format": "Brand + Product + Benefit + Feature + Target Audience + Color + Key Ingredient + Quantity + Count of Packs"
+    },
+    {
+        "category": "Eye Serums",
+        "count_of_titles": 30,
+        "ideal_title_length": "150-160",
+        "attribute_count_dict": "{'brand': 30, 'product': 28, 'quantity': 26, 'benefit': 23, 'ingredient': 20, 'claim': 9, 'target audience': 6, 'product line': 5, 'feature': 3, 'accessory': 2, 'application area': 1, 'color': 1, 'count of packs': 1, 'product form': 1}",
+        "recommended_format": "Brand + Product + Key Ingredient + Key Benefit + Target Audience + Quantity"
+    },
+    {
+        "category": "Eye Treatment Masks",
+        "count_of_titles": 30,
+        "ideal_title_length": "190-200",
+        "attribute_count_dict": "{'product': 30, 'benefit': 27, 'brand': 27, 'ingredient': 19, 'quantity': 15, 'feature': 11, 'count of packs': 9, 'product line': 8, 'specification': 7, 'claim': 5, 'target audience': 5, 'material': 4, 'color': 3, 'serving count': 3, 'application area': 1, 'fragnance': 1, 'product form': 1}",
+        "recommended_format": "Brand + Product + Key Ingredient + Key Benefit + Feature + Target Audience + Quantity"
+    },
+    {
+        "category": "Eye Wrinkle Patches",
+        "count_of_titles": 7,
+        "ideal_title_length": "190-200",
+        "attribute_count_dict": "{'brand': 7, 'product': 7, 'benefit': 5, 'ingredient': 4, 'quantity': 4, 'count of packs': 3, 'feature': 3, 'size': 2, 'target audience': 2, 'color': 1, 'product line': 1}",
+        "recommended_format": "Brand + Product + Key Ingredient + Key Benefit + Feature + Target Audience + Quantity"
+    },
+    {
+        "category": "Eyebrow Brushes",
+        "count_of_titles": 30,
+        "ideal_title_length": "180-190",
+        "attribute_count_dict": "{'product': 30, 'brand': 29, 'feature': 24, 'color': 15, 'benefit': 12, 'product line': 8, 'count of packs': 6, 'claim': 5, 'material': 5, 'model': 5, 'accessory': 4, 'target audience': 4, 'application area': 3, 'specification': 3, 'quantity': 1}",
+        "recommended_format": "Brand + Product + Feature + Benefit + Color + Product Line + Target Audience + Count of Packs + Material"
+    },
+    {
+        "category": "Eyebrow Colors",
+        "count_of_titles": 30,
+        "ideal_title_length": "190-200",
+        "attribute_count_dict": "{'brand': 30, 'product': 28, 'color': 27, 'feature': 26, 'quantity': 23, 'benefit': 12, 'claim': 11, 'product line': 9, 'accessory': 5, 'specification': 3, 'accessories': 2, 'ingredient': 2, 'target audience': 2, 'application area': 1, 'shade': 1}",
+        "recommended_format": "Brand + Product + Color + Key Feature + Benefit + Target Audience + Quantity"
+    },
+    {
+        "category": "Eyelash Curlers",
+        "count_of_titles": 29,
+        "ideal_title_length": "190-200",
+        "attribute_count_dict": "{'product': 29, 'brand': 25, 'feature': 15, 'claim': 11, 'color': 11, 'benefit': 10, 'target audience': 10, 'quantity': 4, 'count of packs': 3, 'material': 3, 'compatible device': 2, 'power support': 2, 'accessory': 1, 'application area': 1, 'availability': 1, 'compatible product': 1, 'model': 1, 'product line': 1}",
+        "recommended_format": "Brand + Product + Key Feature + Benefit + Color + Target Audience + Quantity"
+    },
+    {
+        "category": "Eyelashes Adhesives",
+        "count_of_titles": 30,
+        "ideal_title_length": "180-190",
+        "attribute_count_dict": "{'brand': 30, 'product': 30, 'feature': 21, 'quantity': 20, 'color': 11, 'application area': 6, 'benefit': 6, 'claim': 5, 'product line': 4, 'count of packs': 3, 'accessory': 2, 'compatible material': 1, 'material': 1, 'specification': 1}",
+        "recommended_format": "Brand + Product + Feature + Benefit + Color + Application Area + Claim + Quantity + Count of Packs"
+    },
+    {
+        "category": "Eyeliner Brushes",
+        "count_of_titles": 28,
+        "ideal_title_length": "170-180",
+        "attribute_count_dict": "{'brand': 27, 'product': 27, 'feature': 11, 'quantity': 9, 'color': 8, 'model': 8, 'material': 6, 'application area': 5, 'claim': 4, 'product line': 4, 'size': 4, 'target audience': 4, 'specification': 3, 'benefit': 2, 'count of packs': 2, 'product form': 2, 'offer': 1}",
+        "recommended_format": "Brand + Product + Model + Key Feature + Application Area + Target Audience + Quantity"
+    },
+    {
+        "category": "Eyeliners",
+        "count_of_titles": 30,
+        "ideal_title_length": "190-200",
+        "attribute_count_dict": "{'brand': 30, 'product': 30, 'color': 28, 'feature': 26, 'quantity': 24, 'claim': 16, 'product line': 10, 'colour': 7, 'benefit': 3, 'finish': 3, 'ingredient': 3, 'application area': 2, 'model': 2, 'product form': 2, 'specification': 2, 'packaging': 1, 'target audience': 1}",
+        "recommended_format": "Brand + Product + Color + Key Feature + Benefit + Finish + Claim + Quantity"
+    },
+    {
+        "category": "Eyeshadow",
+        "count_of_titles": 30,
+        "ideal_title_length": "160-170",
+        "attribute_count_dict": "{'brand': 30, 'product': 30, 'color': 26, 'quantity': 23, 'feature': 21, 'product line': 16, 'colour': 9, 'claim': 7, 'specification': 7, 'finish': 5, 'application area': 3, 'availability': 1, 'benefit': 1, 'model': 1, 'offer': 1, 'product form': 1, 'target audience': 1}",
+        "recommended_format": "Brand + Product + Product Line + Color + Feature + Finish  + Claim+ Quantity"
+    },
+    {
+        "category": "Eyeshadow Bases & Primers",
+        "count_of_titles": 26,
+        "ideal_title_length": "140-150",
+        "attribute_count_dict": "{'brand': 25, 'product': 24, 'quantity': 16, 'product line': 12, 'benefit': 11, 'color': 11, 'feature': 10, 'application area': 4, 'claim': 3, 'count of packs': 2, 'specification': 2, 'ingredient': 1, 'model': 1, 'packaging': 1, 'size': 1, 'target audience': 1}",
+        "recommended_format": "Brand + Product + Color + Key Benefit + Key Feature + Quantity"
+    },
+    {
+        "category": "Eyeshadow Brushes",
+        "count_of_titles": 30,
+        "ideal_title_length": "190-200",
+        "attribute_count_dict": "{'product': 30, 'brand': 28, 'feature': 13, 'color': 10, 'claim': 8, 'material': 8, 'model': 8, 'quantity': 7, 'product line': 6, 'benefit': 5, 'application area': 4, 'count of packs': 4, 'size': 2, 'offer': 1, 'packaging': 1, 'specification': 1}",
+        "recommended_format": "Brand + Product + Model + Key Feature + Material + Benefit + Quantity"
+    },
+    {
+        "category": "Face Blushes",
+        "count_of_titles": 30,
+        "ideal_title_length": "190-200",
+        "attribute_count_dict": "{'brand': 30, 'quantity': 27, 'color': 26, 'product': 26, 'feature': 21, 'product line': 13, 'application area': 11, 'claim': 7, 'ingredient': 6, 'benefit': 4, 'colour': 3, 'specification': 3, 'model': 2, 'product form': 1, 'size': 1, 'target audience': 1}",
+        "recommended_format": "Brand + Product + Color + Key Feature + Benefit + Application Area + Quantity"
+    },
+    {
+        "category": "Face Bronzers",
+        "count_of_titles": 30,
+        "ideal_title_length": "180-190",
+        "attribute_count_dict": "{'brand': 30, 'product': 21, 'quantity': 18, 'color': 17, 'product line': 12, 'benefit': 11, 'feature': 11, 'claim': 7, 'specification': 7, 'application area': 4, 'ingredient': 3, 'finish': 2, 'color count': 1, 'colour': 1, 'count of packs': 1, 'model': 1, 'product form': 1, 'target audience': 1}",
+        "recommended_format": "Brand + Product + Color + Product Line + Benefit + Feature + Claim + Quantity + Application Area"
+    },
+    {
+        "category": "Face Cleansing Foaming Nets",
+        "count_of_titles": 8,
+        "ideal_title_length": "170-180",
+        "attribute_count_dict": "{'brand': 8, 'product': 8, 'application area': 5, 'benefit': 5, 'feature': 4, 'specification': 2, 'target audience': 2, 'claim': 1, 'color': 1, 'material': 1, 'offer': 1, 'product line': 1, 'quantity': 1, 'size': 1}",
+        "recommended_format": "Brand + Product + Key Benefit + Key Feature + Application Area + Quantity"
+    },
+    {
+        "category": "Face Concealer",
+        "count_of_titles": 30,
+        "ideal_title_length": "160-170",
+        "attribute_count_dict": "{'brand': 30, 'product': 28, 'quantity': 25, 'color': 22, 'feature': 22, 'application area': 15, 'benefit': 12, 'specification': 11, 'product line': 10, 'claim': 9, 'colour': 6, 'model': 5, 'count of packs': 4, 'coverage': 4, 'ingredient': 2, 'size': 2, 'finish': 1, 'product form': 1}",
+        "recommended_format": "Brand + Product + Color + Key Feature + Coverage + Key Benefit + Application Area + Quantity + Claim + Product Line"
+    },
+    {
+        "category": "Face Creams",
+        "count_of_titles": 29,
+        "ideal_title_length": "230-240",
+        "attribute_count_dict": "{'brand': 29, 'quantity': 28, 'benefit': 26, 'ingredient': 19, 'product': 18, 'claim': 14, 'product line': 12, 'application area': 10, 'feature': 8, 'spf': 6, 'product form': 4, 'target audience': 4, 'ingredients': 2, 'specification': 2, 'country': 1}",
+        "recommended_format": "Brand + Product + Product Line + Key Ingredient + Key Benefit + SPF + Key Feature + Claim + Application Area + Quantity"
+    },
+    {
+        "category": "Face Masks",
+        "count_of_titles": 30,
+        "ideal_title_length": "180-190",
+        "attribute_count_dict": "{'brand': 30, 'product': 29, 'benefit': 27, 'quantity': 27, 'ingredient': 14, 'claim': 9, 'count of packs': 9, 'target audience': 9, 'application area': 6, 'product line': 4, 'specification': 4, 'feature': 3, 'color': 1, 'flavor': 1, 'ingredients': 1, 'product form': 1}",
+        "recommended_format": "Brand + Product + Benefit + Key Ingredient + Claim + Target Audience + Quantity + Count of Packs"
+    },
+    {
+        "category": "Face Pack",
+        "count_of_titles": 29,
+        "ideal_title_length": "180-190",
+        "attribute_count_dict": "{'brand': 27, 'quantity': 27, 'product': 26, 'benefit': 21, 'ingredient': 20, 'application area': 15, 'claim': 15, 'product line': 6, 'count of packs': 2, 'target audience': 2, 'accessory': 1, 'availability': 1, 'form': 1, 'ingredients': 1, 'packaging': 1, 'product form': 1, 'target area': 1}",
+        "recommended_format": "Brand + Product Line + Product + Key Ingredient + Key Benefit + Application Area + Claim + Quantity"
+    },
+    {
+        "category": "Face Powder Brushes",
+        "count_of_titles": 29,
+        "ideal_title_length": "170-180",
+        "attribute_count_dict": "{'brand': 29, 'product': 29, 'color': 14, 'model': 10, 'feature': 9, 'quantity': 7, 'product line': 5, 'application area': 4, 'size': 4, 'count of packs': 3, 'benefit': 2, 'claim': 2, 'material': 2, 'accessory': 1, 'coverage': 1, 'model number': 1, 'shape': 1, 'target audience': 1}",
+        "recommended_format": "Brand + Product + Application Area + Model + Key Feature + Color + Size + Benefit + Quantity + Application Area"
+    },
+    {
+        "category": "Face Toning Belts",
+        "count_of_titles": 30,
+        "ideal_title_length": "220-230",
+        "attribute_count_dict": "{'product': 30, 'benefit': 29, 'target audience': 24, 'brand': 22, 'feature': 20, 'count of packs': 6, 'color': 5, 'application area': 4, 'quantity': 4, 'size': 3, 'ingredient': 1, 'model': 1, 'specification': 1}",
+        "recommended_format": "Brand + Product + Benefit + Feature + Target Audience + Color + Quantity + Count of Packs"
+    },
+    {
+        "category": "Face Towels",
+        "count_of_titles": 34,
+        "ideal_title_length": "170-180",
+        "attribute_count_dict": "{'brand': 33, 'product': 33, 'color': 29, 'feature': 27, 'size': 26, 'count of packs': 24, 'material': 24, 'target audience': 20, 'application area': 11, 'quantity': 11, 'benefit': 8, 'gsm': 5, 'claim': 3, 'product line': 3, 'quality': 3, 'specification': 3, 'offer': 2, 'count of pieces': 1, 'design': 1, 'print': 1}",
+        "recommended_format": "Brand + Product + Color + Feature + Material + Size + Count of Packs + Benefit + Target Audience"
+    },
+    {
+        "category": "Facial Cleansers",
+        "count_of_titles": 30,
+        "ideal_title_length": "180-190",
+        "attribute_count_dict": "{'brand': 30, 'quantity': 30, 'product': 27, 'benefit': 26, 'ingredient': 21, 'application area': 13, 'claim': 11, 'target audience': 9, 'feature': 6, 'specification': 4, 'ingredients': 3, 'product line': 3, 'product form': 2, 'fragnance': 1}",
+        "recommended_format": "Brand + Product + Benefit + Key Ingredient + Claim + Application Area + Target Audience + Quantity"
+    },
+    {
+        "category": "Facial Cleansing Oils",
+        "count_of_titles": 30,
+        "ideal_title_length": "220-230",
+        "attribute_count_dict": "{'brand': 29, 'product': 28, 'quantity': 27, 'benefit': 18, 'ingredient': 14, 'claim': 11, 'application area': 10, 'product line': 9, 'feature': 6, 'target audience': 5, 'count of packs': 1, 'fragnance': 1, 'ingredients': 1, 'origin': 1, 'packaging': 1, 'season': 1, 'specification': 1, 'targeted area': 1}",
+        "recommended_format": "Brand + Product + Quantity + Benefit + Key Ingredient + Claim + Application Area + Product Line"
+    },
+    {
+        "category": "Facial Kit",
+        "count_of_titles": 28,
+        "ideal_title_length": "220-230",
+        "attribute_count_dict": "{'benefit': 27, 'brand': 27, 'product': 25, 'quantity': 22, 'application area': 16, 'ingredient': 13, 'feature': 8, 'specification': 6, 'product line': 5, 'target audience': 5, 'count of packs': 4, 'claim': 3, 'offer': 2, 'color': 1, 'size': 1}",
+        "recommended_format": "Brand + Product + Benefit + Quantity + Application Area + Key Ingredient + Feature + Target Audience"
+    },
+    {
+        "category": "Facial Rollers",
+        "count_of_titles": 29,
+        "ideal_title_length": "180-190",
+        "attribute_count_dict": "{'product': 28, 'brand': 26, 'benefit': 23, 'feature': 20, 'application area': 15, 'color': 15, 'size': 11, 'claim': 8, 'target audience': 7, 'material': 6, 'count of packs': 3, 'quantity': 3, 'accessory': 2, 'ingredient': 1, 'needle size': 1, 'power support': 1, 'product line': 1, 'weight': 1}",
+        "recommended_format": "Brand + Product + Benefit + Feature + Color + Size + Application Area + Target Audience"
+    },
+    {
+        "category": "Facial Scrubs & Polishes",
+        "count_of_titles": 29,
+        "ideal_title_length": "190-200",
+        "attribute_count_dict": "{'brand': 29, 'benefit': 25, 'product': 25, 'quantity': 24, 'ingredient': 11, 'application area': 7, 'claim': 7, 'target audience': 7, 'product line': 6, 'count of packs': 3, 'feature': 3, 'color': 2, 'packaging': 2, 'size': 2, 'specification': 2, 'model': 1, 'offer': 1, 'product form': 1}",
+        "recommended_format": "Brand + Product + Benefit + Ingredient + Quantity + Application Area + Target Audience + Claim"
+    },
+    {
+        "category": "Facial Self Tanners & Bronzers",
+        "count_of_titles": 4,
+        "ideal_title_length": "40-50",
+        "attribute_count_dict": "{'brand': 4, 'quantity': 3, 'color': 2, 'product': 2, 'product line': 2, 'claim': 1, 'feature': 1}",
+        "recommended_format": "Brand + Product + Color + Quantity + Product Line + Claim"
+    },
+    {
+        "category": "Facial Steamers",
+        "count_of_titles": 30,
+        "ideal_title_length": "180-190",
+        "attribute_count_dict": "{'brand': 30, 'product': 30, 'benefit': 27, 'feature': 20, 'color': 14, 'target audience': 14, 'model': 8, 'product line': 7, 'application area': 6, 'specification': 5, 'warranty': 5, 'count of packs': 3, 'accessory': 1, 'capacity': 1, 'material': 1, 'power': 1, 'size': 1}",
+        "recommended_format": "Brand + Product + Benefit + Feature + Color + Target Audience + Model + Product Line"
+    },
+    {
+        "category": "False Eyelash & Adhesive Kits",
+        "count_of_titles": 19,
+        "ideal_title_length": "190-200",
+        "attribute_count_dict": "{'product': 19, 'brand': 14, 'feature': 12, 'accessory': 10, 'color': 6, 'quantity': 6, 'count of packs': 4, 'specification': 4, 'application area': 3, 'benefit': 3, 'model': 3, 'target audience': 3, 'product line': 2, 'claim': 1, 'offer': 1, 'power support': 1, 'year': 1}",
+        "recommended_format": "Brand + Product + Feature + Accessory + Color + Quantity + Count of Packs + Application Area"
+    },
+    {
+        "category": "Fan Make-up Brushes",
+        "count_of_titles": 29,
+        "ideal_title_length": "170-180",
+        "attribute_count_dict": "{'product': 28, 'brand': 24, 'color': 8, 'feature': 8, 'model': 8, 'application area': 7, 'quantity': 7, 'benefit': 6, 'claim': 6, 'material': 4, 'product line': 3, 'count of packs': 2, 'size': 2, 'ingredient': 1, 'manufacturer': 1, 'model number': 1, 'packaging': 1, 'price': 1, 'specification': 1}",
+        "recommended_format": "Brand + Product + Color + Feature + Benefit + Application Area + Quantity + Material"
+    },
+    {
+        "category": "Feather Hair Extensions",
+        "count_of_titles": 12,
+        "ideal_title_length": "160-170",
+        "attribute_count_dict": "{'product': 12, 'brand': 11, 'quantity': 9, 'color': 6, 'feature': 6, 'size': 5, 'claim': 3, 'count of packs': 2, 'specification': 2, 'accessory': 1, 'application area': 1, 'length': 1, 'material': 1}",
+        "recommended_format": "Brand + Product + Color + Material + Feature + Quantity + Size + Claim + Count of Packs"
+    },
+    {
+        "category": "Foot Rasps",
+        "count_of_titles": 30,
+        "ideal_title_length": "180-190",
+        "attribute_count_dict": "{'product': 30, 'brand': 28, 'benefit': 25, 'feature': 23, 'color': 15, 'application area': 10, 'material': 5, 'size': 5, 'specification': 5, 'target audience': 5, 'model': 4, 'claim': 3, 'count of packs': 3, 'quantity': 3, 'accessory': 2, 'product line': 2}",
+        "recommended_format": "Brand + Product + Benefit + Feature + Color + Material + Application Area + Quantity"
+    },
+    {
+        "category": "Foundation",
+        "count_of_titles": 30,
+        "ideal_title_length": "130-140",
+        "attribute_count_dict": "{'brand': 30, 'quantity': 29, 'product': 27, 'color': 26, 'feature': 25, 'application area': 15, 'benefit': 13, 'specification': 11, 'colour': 9, 'product line': 9, 'ingredient': 8, 'count of packs': 6, 'claim': 5, 'spf': 4, 'target audience': 3, 'coverage': 2, 'size': 2, 'finish': 1, 'product form': 1, 'shade': 1}",
+        "recommended_format": "Brand + Product + Product Line + Color + Feature + Benefit + SPF + Quantity + Application Area"
+    },
+    {
+        "category": "Hair Bleach",
+        "count_of_titles": 18,
+        "ideal_title_length": "200-210",
+        "attribute_count_dict": "{'brand': 18, 'product': 16, 'quantity': 16, 'benefit': 10, 'application area': 8, 'claim': 6, 'ingredient': 5, 'count of packs': 3, 'feature': 3, 'product line': 3, 'target audience': 2, 'color': 1, 'colour': 1, 'fragnance': 1, 'product form': 1, 'specification': 1}",
+        "recommended_format": "Brand + Product + Benefit + Key Ingredient + Claim + Application Area + Quantity"
+    },
+    {
+        "category": "Hair Care Sets",
+        "count_of_titles": 29,
+        "ideal_title_length": "190-200",
+        "attribute_count_dict": "{'brand': 29, 'product': 27, 'benefit': 21, 'quantity': 18, 'ingredient': 14, 'application area': 9, 'claim': 9, 'count of packs': 8, 'product line': 6, 'color': 4, 'feature': 3, 'offer': 2, 'specification': 2, 'target audience': 2, 'packaging': 1, 'product form': 1, 'serving count': 1}",
+        "recommended_format": "Brand + Product + Benefit + Key Ingredient + Claim + Product Line + Quantity + Count of Packs"
+    },
+    {
+        "category": "Hair Colour Correctors",
+        "count_of_titles": 12,
+        "ideal_title_length": "180-190",
+        "attribute_count_dict": "{'brand': 12, 'product': 11, 'quantity': 8, 'color': 7, 'claim': 4, 'count of packs': 4, 'ingredient': 4, 'product line': 4, 'benefit': 3, 'accessories': 2, 'target audience': 2, 'and': 1, 'application area': 1, 'feature': 1}",
+        "recommended_format": "Brand + Product + Color + Claim + Key Ingredient + Benefit + Quantity + Count of Packs"
+    },
+    {
+        "category": "Hair Mascaras & Root Touch Ups",
+        "count_of_titles": 30,
+        "ideal_title_length": "180-190",
+        "attribute_count_dict": "{'product': 27, 'brand': 26, 'color': 26, 'benefit': 22, 'quantity': 21, 'product line': 7, 'feature': 6, 'target audience': 6, 'claim': 4, 'count of packs': 4, 'specification': 4, 'accessory': 3, 'application area': 2, 'accessories': 1, 'manufacturer': 1, 'model': 1, 'product form': 1}",
+        "recommended_format": "Brand + Product + Color + Benefit + Feature + Claim + Quantity + Count of Packs"
+    },
+    {
+        "category": "Hair Waxing Strips",
+        "count_of_titles": 30,
+        "ideal_title_length": "290-300",
+        "attribute_count_dict": "{'brand': 29, 'product': 28, 'quantity': 28, 'target audience': 20, 'benefit': 19, 'application area': 16, 'feature': 13, 'count of packs': 11, 'claim': 7, 'ingredient': 7, 'color': 6, 'product line': 5, 'accessory': 4, 'count of pack': 2, 'fragnance': 2, 'material': 2, 'size': 2, 'specification': 2, 'targeted area': 2, 'offer': 1, 'packaging': 1}",
+        "recommended_format": "Brand + Product + Benefit + Application Area + Feature + Key Ingredient + Target Audience + Quantity + Count of Packs"
+    },
+    {
+        "category": "Maternity Skin Care",
+        "count_of_titles": 30,
+        "ideal_title_length": "240-250",
+        "attribute_count_dict": "{'brand': 30, 'product': 28, 'quantity': 27, 'benefit': 26, 'application area': 15, 'ingredient': 15, 'claim': 11, 'target audience': 11, 'count of packs': 4, 'feature': 3, 'product line': 2, 'certification': 1, 'color': 1, 'product form': 1, 'specification': 1}",
+        "recommended_format": "Brand + Product + Benefit + Key Ingredient + Claim + Application Area + Target Audience + Quantity"
+    },
+    {
+        "category": "Nail Art Wraps",
+        "count_of_titles": 21,
+        "ideal_title_length": "180-190",
+        "attribute_count_dict": "{'brand': 21, 'product': 21, 'quantity': 17, 'claim': 16, 'feature': 5, 'accessory': 3, 'color': 3, 'application area': 2, 'benefit': 1, 'count of packs': 1, 'model': 1, 'product form': 1, 'size': 1, 'target audience': 1}",
+        "recommended_format": "Brand + Product + Claim + Feature + Color + Quantity + Count of Packs"
+    },
+    {
+        "category": "Nail Polish Curing Lamps",
+        "count_of_titles": 31,
+        "ideal_title_length": "180-190",
+        "attribute_count_dict": "{'product': 31, 'brand': 29, 'feature': 28, 'application area': 21, 'color': 18, 'power': 13, 'benefit': 8, 'specification': 8, 'claim': 4, 'connectivity': 4, 'power support': 4, 'target audience': 4, 'accessory': 3, 'model': 3, 'product line': 3, 'material': 1, 'number of leds': 1, 'offer': 1, 'shape': 1, 'size': 1, 'time': 1}",
+        "recommended_format": "Brand + Product + Feature + Power + Color + Application Area + Benefit + Specification + Quantity"
+    },
+    {
+        "category": "Night Creams",
+        "count_of_titles": 30,
+        "ideal_title_length": "190-200",
+        "attribute_count_dict": "{'brand': 29, 'product': 29, 'quantity': 28, 'benefit': 26, 'ingredient': 20, 'application area': 9, 'product line': 9, 'claim': 7, 'target audience': 6, 'specification': 2, 'feature': 1, 'spf': 1}",
+        "recommended_format": "Brand + Product + Benefit + Key Ingredient + Claim + Application Area + Product Line + Quantity"
+    },
+    {
+        "category": "Perfume",
+        "count_of_titles": 22,
+        "ideal_title_length": "250-260",
+        "attribute_count_dict": "{'brand': 22, 'quantity': 22, 'product': 20, 'target audience': 20, 'claim': 17, 'product line': 16, 'benefit': 9, 'application area': 8, 'feature': 7, 'fragrance': 6, 'count of packs': 4, 'fragnance': 4, 'product form': 4, 'offer': 2, 'fragrances': 1, 'perfume': 1}",
+        "recommended_format": "Brand + Product + Target Audience + Product Line + Fragrance + Claim + Quantity + Benefit"
+    },
+    {
+        "category": "Perm Accessories",
+        "count_of_titles": 14,
+        "ideal_title_length": "170-180",
+        "attribute_count_dict": "{'brand': 14, 'product': 14, 'quantity': 11, 'target audience': 3, 'application area': 2, 'benefit': 2, 'color': 2, 'feature': 2, 'count of packs': 1, 'size': 1}",
+        "recommended_format": "Brand + Product + Quantity + Target Audience + Application Area + Benefit + Color"
+    },
+    {
+        "category": "Permanent Hair Colour",
+        "count_of_titles": 30,
+        "ideal_title_length": "230-240",
+        "attribute_count_dict": "{'brand': 30, 'color': 29, 'product': 28, 'quantity': 25, 'claim': 20, 'benefit': 19, 'ingredient': 17, 'feature': 11, 'product line': 11, 'target audience': 9, 'count of packs': 5, 'accessory': 3, 'model': 2, 'specification': 2, '40gm': 1, 'price': 1, 'shade': 1}",
+        "recommended_format": "Brand + Product + Color + Benefit + Claim + Ingredient + Feature + Quantity"
+    },
+    {
+        "category": "Pocket Tissues",
+        "count_of_titles": 30,
+        "ideal_title_length": "190-200",
+        "attribute_count_dict": "{'brand': 30, 'product': 29, 'quantity': 24, 'count of packs': 17, 'feature': 12, 'application area': 7, 'product line': 6, 'color': 5, 'size': 5, 'specification': 5, 'benefit': 4, 'claim': 3, 'target audience': 3, 'material': 2, 'count of layers': 1, 'ingredient': 1, 'packaging': 1, 'spf': 1, 'total quantity': 1}",
+        "recommended_format": "Brand + Product + Feature + Benefit + Count of Packs + Quantity + Size + Application Area"
+    },
+    {
+        "category": "Ponytail Holders",
+        "count_of_titles": 30,
+        "ideal_title_length": "180-190",
+        "attribute_count_dict": "{'product': 30, 'brand': 28, 'target audience': 28, 'color': 24, 'feature': 20, 'quantity': 20, 'material': 10, 'application area': 8, 'benefit': 8, 'count of packs': 8, 'claim': 6, 'accessory': 2, 'size': 2, 'fragnance': 1, 'model': 1, 'offer': 1, 'packaging': 1, 'product line': 1}",
+        "recommended_format": "Brand + Product + Target Audience + Color + Feature + Material + Quantity + Count of Packs"
+    },
+    {
+        "category": "Pot Body Wax",
+        "count_of_titles": 30,
+        "ideal_title_length": "160-170",
+        "attribute_count_dict": "{'brand': 30, 'quantity': 29, 'application area': 27, 'product': 26, 'color': 16, 'target audience': 14, 'benefit': 12, 'feature': 8, 'ingredient': 8, 'product line': 8, 'count of packs': 5, 'claim': 3, 'product form': 2, 'specification': 2, 'accessory': 1, 'offer': 1}",
+        "recommended_format": "Brand + Product + Application Area + Benefit + Color + Target Audience + Quantity + Count of Packs"
+    },
+    {
+        "category": "Powered Facial Cleansing Brush Replacement Heads",
+        "count_of_titles": 12,
+        "ideal_title_length": "130-140",
+        "attribute_count_dict": "{'brand': 12, 'product': 12, 'feature': 6, 'count of packs': 5, 'benefit': 4, 'quantity': 4, 'application area': 3, 'compatible device': 3, 'product line': 3, 'compatibility': 2, 'specification': 2, 'material': 1, 'model': 1}",
+        "recommended_format": "Brand + Product + Feature + Benefit + Compatible Device + Quantity + Count of Packs + Application Area"
+    },
+    {
+        "category": "Powered Facial Cleansing Brushes & Devices",
+        "count_of_titles": 29,
+        "ideal_title_length": "180-190",
+        "attribute_count_dict": "{'product': 29, 'feature': 26, 'brand': 24, 'benefit': 21, 'color': 13, 'specification': 7, 'application area': 6, 'model': 6, 'target audience': 6, 'accessory': 5, 'power support': 5, 'material': 4, 'quantity': 4, 'warranty': 4, 'claim': 3, 'product line': 3, 'accessories': 2, 'size': 2, 'connectivity': 1}",
+        "recommended_format": "Brand + Product + Feature + Benefit + Color + Model + Power Support + Application Area + Quantity"
+    },
+    {
+        "category": "Refillable Cosmetic Container Kits",
+        "count_of_titles": 30,
+        "ideal_title_length": "190-200",
+        "attribute_count_dict": "{'product': 30, 'application area': 29, 'brand': 27, 'quantity': 21, 'feature': 20, 'color': 15, 'count of packs': 12, 'claim': 7, 'size': 7, 'product line': 5, 'benefit': 4, 'material': 4, 'accessory': 3, 'accessories': 2, 'volume': 2, 'model': 1, 'specification': 1, 'target audience': 1}",
+        "recommended_format": "Brand + Product + Application Area + Feature + Color + Quantity + Count of Packs + Claim"
+    },
+    {
+        "category": "Refillable Cosmetic Droppers",
+        "count_of_titles": 30,
+        "ideal_title_length": "180-190",
+        "attribute_count_dict": "{'quantity': 29, 'brand': 25, 'product': 25, 'feature': 24, 'application area': 19, 'count of packs': 19, 'color': 8, 'material': 7, 'accessory': 6, 'volume': 5, 'ingredient': 2, 'shape': 2, 'size': 2, 'capacity': 1, 'other': 1, 'packaging': 1, 'specification': 1}",
+        "recommended_format": "Brand + Product + Feature + Application Area + Quantity + Count of Packs + Color + Material"
+    },
+    {
+        "category": "Refillable Cosmetic Jars",
+        "count_of_titles": 29,
+        "ideal_title_length": "180-190",
+        "attribute_count_dict": "{'product': 29, 'quantity': 28, 'brand': 27, 'application area': 26, 'feature': 24, 'count of packs': 16, 'material': 15, 'color': 13, 'specification': 2, 'benefit': 1, 'product form': 1, 'weight': 1}",
+        "recommended_format": "Brand + Product + Application Area + Feature + Quantity + Count of Packs + Material + Color"
+    },
+    {
+        "category": "Refillable Cosmetic Pump Dispensers",
+        "count_of_titles": 30,
+        "ideal_title_length": "240-250",
+        "attribute_count_dict": "{'product': 30, 'brand': 29, 'feature': 27, 'quantity': 26, 'application area': 23, 'count of packs': 21, 'color': 9, 'benefit': 7, 'specification': 5, 'claim': 4, 'material': 3, 'accessory': 2, 'ingredient': 2, 'model': 1, 'product line': 1, 'size': 1, 'target audience': 1}",
+        "recommended_format": "Brand + Product + Feature + Benefit + Application Area + Quantity + Count of Packs + Color"
+    },
+    {
+        "category": "Refillable Cosmetic Roller Bottles",
+        "count_of_titles": 30,
+        "ideal_title_length": "170-180",
+        "attribute_count_dict": "{'application area': 30, 'brand': 30, 'product': 30, 'quantity': 30, 'count of packs': 29, 'feature': 27, 'accessory': 13, 'color': 4, 'benefit': 2, 'material': 2, 'accessories': 1, 'ingredient': 1, 'packaging': 1, 'size': 1}",
+        "recommended_format": "Brand + Product + Application Area + Feature + Quantity + Count of Packs + Color + Material"
+    },
+    {
+        "category": "Refillable Cosmetic Spray Bottles",
+        "count_of_titles": 30,
+        "ideal_title_length": "190-200",
+        "attribute_count_dict": "{'product': 30, 'quantity': 28, 'brand': 26, 'application area': 20, 'feature': 19, 'count of packs': 15, 'color': 11, 'benefit': 9, 'material': 4, 'specification': 4, 'product line': 3, 'accessory': 2, 'ingredient': 2, 'packaging': 2, 'target audience': 2, 'claim': 1, 'model': 1, 'size': 1}",
+        "recommended_format": "Brand + Product + Application Area + Feature + Quantity + Count of Packs + Color + Material"
+    },
+    {
+        "category": "Refillable Perfume Bottles",
+        "count_of_titles": 29,
+        "ideal_title_length": "180-190",
+        "attribute_count_dict": "{'product': 28, 'quantity': 28, 'brand': 27, 'feature': 24, 'application area': 21, 'count of packs': 18, 'accessory': 12, 'color': 11, 'packaging': 3, 'benefit': 1, 'ingredient': 1, 'material': 1, 'product form': 1, 'product line': 1, 'shape': 1, 'size': 1, 'specification': 1}",
+        "recommended_format": "Brand + Product + Feature + Application Area + Quantity + Count of Packs + Color + Accessory"
+    },
+    {
+        "category": "Refillable Squeeze Bottles",
+        "count_of_titles": 30,
+        "ideal_title_length": "180-190",
+        "attribute_count_dict": "{'brand': 29, 'product': 29, 'feature': 28, 'application area': 27, 'quantity': 26, 'count of packs': 18, 'material': 8, 'color': 7, 'benefit': 5, 'volume': 3, 'claim': 2, 'product line': 2, 'size': 2, 'accessories': 1, 'accessory': 1, 'container': 1, 'packaging': 1, 'product form': 1, 'specification': 1}",
+        "recommended_format": "Brand + Product + Feature + Application Area + Material + Benefit + Quantity + Count of Packs + Color"
+    },
+    {
+        "category": "Roll-On Waxing Products",
+        "count_of_titles": 26,
+        "ideal_title_length": "150-160",
+        "attribute_count_dict": "{'product': 26, 'brand': 25, 'quantity': 23, 'application area': 18, 'count of packs': 15, 'color': 11, 'target audience': 11, 'benefit': 6, 'flavor': 5, 'ingredient': 5, 'feature': 4, 'product line': 4, 'specification': 3, 'product form': 2, 'accessory': 1, 'application form': 1, 'compatible product': 1, 'offer': 1}",
+        "recommended_format": "Brand + Product + Application Area + Quantity + Count of Packs + Color + Target Audience + Benefit"
+    },
+    {
+        "category": "Scalp Treatments",
+        "count_of_titles": 21,
+        "ideal_title_length": "240-250",
+        "attribute_count_dict": "{'brand': 21, 'benefit': 20, 'product': 20, 'quantity': 20, 'ingredient': 14, 'claim': 8, 'target audience': 8, 'product line': 5, 'application area': 4, 'specification': 2, 'color': 1, 'count of packs': 1, 'manufacturer': 1, 'product form': 1, 'quality': 1, 'size': 1}",
+        "recommended_format": "Brand + Product + Benefit + Key Ingredient + Claim + Target Audience + Quantity + Application Area"
+    },
+    {
+        "category": "Semi-Permanent Hair Colour",
+        "count_of_titles": 30,
+        "ideal_title_length": "170-180",
+        "attribute_count_dict": "{'brand': 30, 'color': 29, 'product': 27, 'quantity': 24, 'claim': 18, 'target audience': 18, 'feature': 16, 'ingredient': 13, 'application area': 9, 'benefit': 9, 'offer': 6, 'product line': 6, 'specification': 4, 'count of packs': 3, 'product form': 2, 'accessory': 1, 'packaging': 1, 'target area': 1}",
+        "recommended_format": "Brand + Product + Color + Feature + Key Ingredient + Benefit + Claim + Target Audience + Quantity"
+    },
+    {
+        "category": "Serums",
+        "count_of_titles": 30,
+        "ideal_title_length": "190-200",
+        "attribute_count_dict": "{'benefit': 29, 'brand': 29, 'ingredient': 29, 'quantity': 28, 'product': 25, 'application area': 14, 'target audience': 10, 'claim': 9, 'specification': 5, 'product line': 4, 'feature': 3, 'ingredients': 3, 'targeted area': 2, 'count of packs': 1, 'product form': 1}",
+        "recommended_format": "Brand + Product + Key Ingredient + Benefit + Claim + Target Audience + Quantity + Application Area"
+    },
+    {
+        "category": "Shampoo & Conditioner Feature",
+        "count_of_titles": 29,
+        "ideal_title_length": "180-190",
+        "attribute_count_dict": "{'brand': 29, 'product': 27, 'benefit': 25, 'quantity': 24, 'claim': 14, 'ingredient': 11, 'product line': 10, 'target audience': 6, 'count of packs': 5, 'specification': 4, 'feature': 2, 'offer': 2, 'application area': 1, 'award': 1, 'color': 1, 'size': 1}",
+        "recommended_format": "Brand + Product + Benefit + Key Ingredient + Claim + Product Line + Quantity + Target Audience"
+    },
+    {
+        "category": "Shampoos",
+        "count_of_titles": 30,
+        "ideal_title_length": "170-180",
+        "attribute_count_dict": "{'brand': 30, 'quantity': 30, 'benefit': 29, 'product': 28, 'ingredient': 26, 'claim': 14, 'target audience': 8, 'application area': 7, 'product line': 7, 'specification': 3, 'count of packs': 1, 'feature': 1, 'packaging': 1}",
+        "recommended_format": "Brand + Product + Key Ingredient + Benefit + Claim + Target Audience + Quantity + Application Area"
+    },
+    {
+        "category": "Shower Caps",
+        "count_of_titles": 30,
+        "ideal_title_length": "230-240",
+        "attribute_count_dict": "{'product': 30, 'brand': 27, 'feature': 25, 'application area': 21, 'target audience': 21, 'color': 19, 'benefit': 13, 'accessories': 8, 'material': 8, 'quantity': 8, 'claim': 4, 'count of packs': 3, 'offer': 3, 'size': 2, 'count of accessories': 1, 'model': 1, 'product line': 1, 'specification': 1}",
+        "recommended_format": "Brand + Product + Feature + Color + Benefit + Material + Target Audience + Quantity + Count of Packs"
+    },
+    {
+        "category": "Shower Mirrors",
+        "count_of_titles": 20,
+        "ideal_title_length": "190-200",
+        "attribute_count_dict": "{'product': 19, 'feature': 18, 'brand': 13, 'size': 10, 'application area': 8, 'claim': 3, 'color': 3, 'material': 3, 'accessories': 2, 'accessory': 2, 'benefit': 2, 'product line': 2, 'model': 1, 'quantity': 1, 'shape': 1, 'specification': 1, 'target audience': 1, 'year': 1}",
+        "recommended_format": "Brand + Product + Feature + Size + Material + Application Area + Color"
+    },
+    {
+        "category": "Shower Steamers",
+        "count_of_titles": 6,
+        "ideal_title_length": "220-230",
+        "attribute_count_dict": "{'benefit': 6, 'brand': 6, 'ingredient': 6, 'product': 6, 'quantity': 6, 'target audience': 3, 'product line': 2, 'count of packs': 1, 'fragnance': 1, 'size': 1}",
+        "recommended_format": "Brand + Product + Key Ingredient + Benefit + Quantity + Target Audience"
+    },
+    {
+        "category": "Sindoors",
+        "count_of_titles": 30,
+        "ideal_title_length": "180-190",
+        "attribute_count_dict": "{'brand': 29, 'product': 25, 'quantity': 24, 'color': 23, 'feature': 13, 'claim': 9, 'target audience': 8, 'product line': 7, 'size': 4, 'benefit': 3, 'ingredient': 3, 'application area': 2, 'count of packs': 2, 'applicator': 1, 'colour': 1, 'finish': 1, 'model': 1, 'shape': 1, 'specification': 1}",
+        "recommended_format": "Brand + Product + Color + Quantity + Feature + Claim + Target Audience + Size + Benefit"
+    },
+    {
+        "category": "Skin Care Sets",
+        "count_of_titles": 30,
+        "ideal_title_length": "240-250",
+        "attribute_count_dict": "{'brand': 29, 'product': 26, 'quantity': 15, 'benefit': 12, 'product line': 8, 'application area': 7, 'ingredient': 7, 'count of packs': 6, 'feature': 6, 'specification': 5, 'claim': 4, 'color': 3, 'target audience': 3, 'accessory': 2, 'fragnance': 2, 'material': 2, 'packaging': 2, 'size': 2, 'compatible device': 1, 'image': 1, 'length': 1, 'occasion': 1, 'occation': 1, 'product form': 1, 'spf': 1}",
+        "recommended_format": "Brand + Product + Product Line + Benefit + Quantity + Application Area + Key Ingredient + Count of Packs"
+    },
+    {
+        "category": "Skin Exfoliation & Microdermabrasion Devices",
+        "count_of_titles": 29,
+        "ideal_title_length": "240-250",
+        "attribute_count_dict": "{'product': 29, 'brand': 27, 'benefit': 16, 'feature': 16, 'application area': 11, 'product line': 7, 'quantity': 7, 'size': 6, 'target audience': 6, 'count of packs': 5, 'model': 5, 'claim': 4, 'color': 3, 'connectivity': 3, 'accessory': 2, 'compatible device': 2, 'material': 2, 'accessories': 1}",
+        "recommended_format": "Brand + Product + Feature + Benefit + Application Area + Quantity + Target Audience + Product Line"
+    },
+    {
+        "category": "Skin Moisture Analysers",
+        "count_of_titles": 3,
+        "ideal_title_length": "160-170",
+        "attribute_count_dict": "{'feature': 3, 'product': 3, 'benefit': 1, 'brand': 1, 'screen size': 1, 'size': 1, 'specification': 1, 'target audience': 1}",
+        "recommended_format": "Brand + Product + Feature + Benefit + Screen Size + Size"
+    },
+    {
+        "category": "Solid Soap Bars",
+        "count_of_titles": 31,
+        "ideal_title_length": "180-190",
+        "attribute_count_dict": "{'brand': 31, 'benefit': 28, 'quantity': 27, 'product': 24, 'count of packs': 23, 'ingredient': 16, 'application area': 15, 'claim': 10, 'target audience': 10, 'fragnance': 6, 'product form': 4, 'specification': 4, 'feature': 3, 'offer': 3, 'product line': 3, 'quality': 3, 'color': 1, 'fragrance': 1, 'pack count': 1, 'packaging': 1}",
+        "recommended_format": "Brand + Product + Benefit + Key Ingredient + Claim + Target Audience + Quantity + Count of Packs"
+    },
+    {
+        "category": "Spa Slippers",
+        "count_of_titles": 30,
+        "ideal_title_length": "170-180",
+        "attribute_count_dict": "{'brand': 29, 'product': 29, 'application area': 26, 'feature': 25, 'color': 18, 'target audience': 17, 'specification': 13, 'quantity': 12, 'count of packs': 8, 'size': 7, 'material': 6, 'benefit': 4, 'product line': 3, 'claim': 2, 'model': 1, 'offer': 1, 'packaging': 1, 'price': 1}",
+        "recommended_format": "Brand + Product + Application Area + Feature + Color + Target Audience + Material + Quantity + Size + Benefit"
+    },
+    {
+        "category": "Sponges & Blenders",
+        "count_of_titles": 30,
+        "ideal_title_length": "220-230",
+        "attribute_count_dict": "{'brand': 29, 'product': 29, 'feature': 24, 'quantity': 17, 'application area': 16, 'color': 12, 'count of packs': 11, 'claim': 7, 'benefit': 6, 'product line': 6, 'accessory': 4, 'packaging': 3, 'target audience': 3, 'material': 2, 'size': 1}",
+        "recommended_format": "Brand + Product + Feature + Color + Quantity + Application Area + Count of Packs + Benefit"
+    },
+    {
+        "category": "Sunscreen",
+        "count_of_titles": 30,
+        "ideal_title_length": "190-200",
+        "attribute_count_dict": "{'brand': 29, 'quantity': 29, 'spf': 27, 'feature': 25, 'product': 22, 'application area': 21, 'benefit': 18, 'claim': 13, 'ingredient': 13, 'target audience': 11, 'specification': 10, 'count of packs': 7, 'product form': 6, 'product line': 6, 'colour': 3, 'fragnance': 1}",
+        "recommended_format": "Brand + Product + SPF + Benefit + Feature + Claim + Application Area + Quantity"
+    },
+    {
+        "category": "Tanners",
+        "count_of_titles": 28,
+        "ideal_title_length": "190-200",
+        "attribute_count_dict": "{'brand': 26, 'quantity': 26, 'product': 23, 'benefit': 18, 'count of packs': 18, 'application area': 7, 'product line': 5, 'color': 3, 'product form': 3, 'target audience': 3, 'claim': 2, 'targeted area': 2, 'ingredient': 1, 'model': 1}",
+        "recommended_format": "Brand + Product + Benefit + Quantity + Count of Packs + Application Area + Target Audience"
+    },
+    {
+        "category": "Tattoo Aftercare",
+        "count_of_titles": 26,
+        "ideal_title_length": "190-200",
+        "attribute_count_dict": "{'brand': 23, 'product': 21, 'quantity': 21, 'benefit': 12, 'claim': 12, 'count of packs': 9, 'product form': 9, 'ingredient': 6, 'application area': 5, 'product line': 5, 'color': 2, 'target audience': 2, 'accessory': 1, 'size': 1, 'style': 1}",
+        "recommended_format": "Brand + Product + Benefit + Claim + Quantity + Count of Packs + Product Form + Application Area"
+    },
+    {
+        "category": "Tattoo Inks",
+        "count_of_titles": 30,
+        "ideal_title_length": "150-160",
+        "attribute_count_dict": "{'brand': 29, 'quantity': 28, 'product': 24, 'color': 17, 'application area': 11, 'product line': 7, 'container': 2, 'feature': 2, 'target audience': 2, 'benefit': 1, 'claim': 1, 'material': 1, 'packaging': 1, 'shape': 1, 'size': 1}",
+        "recommended_format": "Brand + Product + Color + Quantity + Application Area + Product Line + Feature"
+    },
+    {
+        "category": "Tattoo Kits",
+        "count_of_titles": 30,
+        "ideal_title_length": "180-190",
+        "attribute_count_dict": "{'product': 29, 'brand': 23, 'quantity': 15, 'application area': 12, 'feature': 11, 'specification': 6, 'color': 4, 'size': 4, 'count of packs': 3, 'material': 3, 'accessory': 2, 'benefit': 2, 'model': 2, 'product line': 2, 'packaging': 1, 'price': 1, 'rank': 1, 'target audience': 1}",
+        "recommended_format": "Brand + Product + Feature + Application Area + Quantity + Specification + Color + Size"
+    },
+    {
+        "category": "Tattoo Machines",
+        "count_of_titles": 29,
+        "ideal_title_length": "180-190",
+        "attribute_count_dict": "{'product': 28, 'brand': 24, 'color': 14, 'application area': 9, 'feature': 9, 'specification': 7, 'material': 6, 'accessory': 5, 'product line': 5, 'target audience': 4, 'size': 3, 'accessories': 2, 'claim': 2, 'count of packs': 2, 'length': 1, 'offer': 1, 'power support': 1, 'product form': 1}",
+        "recommended_format": "Brand + Product + Color + Feature + Application Area + Material + Product Line + Target Audience"
+    },
+    {
+        "category": "Tattoo Needles",
+        "count_of_titles": 29,
+        "ideal_title_length": "170-180",
+        "attribute_count_dict": "{'product': 28, 'brand': 22, 'quantity': 22, 'size': 9, 'model': 8, 'specification': 7, 'application area': 5, 'material': 5, 'count of packs': 4, 'feature': 4, 'product line': 3, 'benefit': 2, 'accessory': 1, 'color': 1, 'compatibility': 1, 'compatible device': 1, 'count of pins': 1}",
+        "recommended_format": "Brand + Product + Quantity + Size + Model + Application Area + Material + Count of Packs"
+    },
+    {
+        "category": "Tattoo Pens",
+        "count_of_titles": 6,
+        "ideal_title_length": "120-130",
+        "attribute_count_dict": "{'product': 6, 'brand': 5, 'color': 2, 'material': 2, 'color count': 1, 'connectivity': 1, 'count of packs': 1, 'manufacturer': 1, 'offer': 1, 'specification': 1, 'version': 1}",
+        "recommended_format": "Brand + Product + Color + Material + Count of Packs + Manufacturer + Connectivity"
+    },
+    {
+        "category": "Temporary Body Tattoos",
+        "count_of_titles": 30,
+        "ideal_title_length": "180-190",
+        "attribute_count_dict": "{'product': 30, 'brand': 28, 'target audience': 26, 'quantity': 25, 'feature': 22, 'model': 14, 'application area': 9, 'count of packs': 6, 'count of stencils': 4, 'design': 3, 'specification': 3, 'application instructions': 2, 'color': 2, 'size': 2, 'model number': 1, 'product line': 1}",
+        "recommended_format": "Brand + Product + Target Audience + Feature + Quantity + Model + Application Area + Count of Packs"
+    },
+    {
+        "category": "Thermal Hair Styling Gloves",
+        "count_of_titles": 20,
+        "ideal_title_length": "150-160",
+        "attribute_count_dict": "{'application area': 20, 'feature': 20, 'product': 20, 'brand': 17, 'claim': 8, 'count of packs': 6, 'quantity': 6, 'benefit': 5, 'compatible device': 4, 'color': 3, 'size': 3, 'model': 2, 'specification': 2, 'accessory': 1, 'fitment': 1}",
+        "recommended_format": "Brand + Product + Feature + Application Area + Benefit + Quantity + Count of Packs"
+    },
+    {
+        "category": "Tinted Face Moisturisers",
+        "count_of_titles": 28,
+        "ideal_title_length": "190-200",
+        "attribute_count_dict": "{'brand': 28, 'quantity': 21, 'product': 20, 'color': 16, 'product line': 14, 'benefit': 11, 'application area': 9, 'specification': 9, 'spf': 7, 'ingredient': 6, 'feature': 5, 'target audience': 4, 'colour': 3, 'claim': 2, 'size': 2, 'availability': 1, 'country of origin': 1, 'coverage': 1, 'fragrance': 1, 'target area': 1}",
+        "recommended_format": "Brand + Product + Color + Benefit + SPF + Quantity + Product Line + Application Area"
+    },
+    {
+        "category": "Toe Separators",
+        "count_of_titles": 29,
+        "ideal_title_length": "230-240",
+        "attribute_count_dict": "{'product': 29, 'brand': 24, 'benefit': 22, 'feature': 15, 'target audience': 13, 'application area': 12, 'count of packs': 11, 'color': 9, 'quantity': 9, 'size': 9, 'material': 6, 'claim': 4, 'product line': 1}",
+        "recommended_format": "Brand + Product + Benefit + Feature + Target Audience + Application Area + Count of Packs + Color"
+    },
+    {
+        "category": "Toiletry Kits & Bags",
+        "count_of_titles": 29,
+        "ideal_title_length": "160-170",
+        "attribute_count_dict": "{'product': 29, 'brand': 27, 'color': 19, 'feature': 19, 'target audience': 18, 'application area': 9, 'size': 8, 'specification': 4, 'benefit': 3, 'count of packs': 3, 'quantity': 3, 'material': 2, 'claim': 1, 'product line': 1}",
+        "recommended_format": "Brand + Product + Feature + Color + Target Audience + Size + Application Area + Quantity"
+    },
+    {
+        "category": "Toners",
+        "count_of_titles": 30,
+        "ideal_title_length": "250-260",
+        "attribute_count_dict": "{'brand': 30, 'product': 29, 'benefit': 28, 'quantity': 28, 'claim': 25, 'ingredient': 23, 'application area': 15, 'product line': 9, 'count of packs': 8, 'feature': 6, 'specification': 5, 'target audience': 5, 'ingredients': 1}",
+        "recommended_format": "Brand + Product + Key Ingredient + Benefit + Claim + Application Area + Quantity + Product Line"
+    },
+    {
+        "category": "Train Cases",
+        "count_of_titles": 29,
+        "ideal_title_length": "170-180",
+        "attribute_count_dict": "{'brand': 29, 'product': 29, 'color': 25, 'feature': 15, 'product line': 11, 'size': 9, 'application area': 7, 'material': 4, 'target audience': 3, 'benefit': 2, 'claim': 2, 'quantity': 2, 'accessory': 1, 'specification': 1}",
+        "recommended_format": "Brand + Product + Color + Feature + Product Line + Size + Application Area + Material"
+    },
+    {
+        "category": "Tweezers",
+        "count_of_titles": 29,
+        "ideal_title_length": "170-180",
+        "attribute_count_dict": "{'brand': 28, 'product': 28, 'feature': 19, 'application area': 13, 'color': 12, 'benefit': 11, 'count of packs': 7, 'material': 7, 'target audience': 7, 'quantity': 6, 'claim': 4, 'model': 3, 'product line': 2, 'accessory': 1, 'compatible device': 1, 'priority': 1, 'product form': 1, 'quality': 1}",
+        "recommended_format": "Brand + Product + Feature + Color + Benefit + Application Area + Quantity + Count of Packs"
+    },
+    {
+        "category": "Waxing Cooling & Soothing Treatments",
+        "count_of_titles": 1,
+        "ideal_title_length": "60-70",
+        "attribute_count_dict": "{'application area': 1, 'brand': 1, 'product': 1, 'quantity': 1, 'target audience': 1}",
+        "recommended_format": "Brand + Product + Application Area + Target Audience + Quantity"
+    },
+    {
+        "category": "Wig & Hairpiece Adhesives",
+        "count_of_titles": 30,
+        "ideal_title_length": "160-170",
+        "attribute_count_dict": "{'brand': 29, 'product': 27, 'quantity': 24, 'feature': 18, 'application area': 13, 'color': 9, 'product line': 9, 'claim': 8, 'target audience': 7, 'size': 6, 'material': 5, 'count of packs': 4, 'benefit': 3, 'specification': 3, 'hold period': 1, 'length': 1, 'manufacturer': 1, 'packaging': 1, 'shape': 1, 'width': 1}",
+        "recommended_format": "Brand + Product + Feature + Application Area + Quantity + Claim + Color + Target Audience"
+    },
+    {
+        "category": "Wig Head Stands",
+        "count_of_titles": 30,
+        "ideal_title_length": "170-180",
+        "attribute_count_dict": "{'product': 30, 'brand': 28, 'application area': 20, 'feature': 17, 'color': 14, 'size': 10, 'accessory': 6, 'accessories': 5, 'gender': 5, 'target audience': 5, 'material': 3, 'specification': 3, 'count of packs': 2, 'product line': 2, 'quantity': 2, 'benefit': 1, 'claim': 1}",
+        "recommended_format": "Brand + Product + Application Area + Feature + Color + Size + Target Audience + Count of Packs"
+    },
+    {
+        "category": "Women's Body Sprays & Mists",
+        "count_of_titles": 28,
+        "ideal_title_length": "170-180",
+        "attribute_count_dict": "{'brand': 28, 'quantity': 26, 'target audience': 23, 'product line': 20, 'product': 19, 'benefit': 11, 'fragrance': 9, 'fragnance': 8, 'product form': 8, 'claim': 7, 'feature': 7, 'ingredient': 6, 'color': 5, 'count of packs': 3, 'application area': 2, 'specification': 2, 'size': 1}",
+        "recommended_format": "Brand + Product + Target Audience + Product Line + Benefit + Fragrance + Quantity + Count of Packs"
+    },
+    {
+        "category": "Women's Fashion Headbands",
+        "count_of_titles": 30,
+        "ideal_title_length": "170-180",
+        "attribute_count_dict": "{'brand': 30, 'product': 30, 'target audience': 28, 'color': 22, 'feature': 21, 'count of packs': 16, 'quantity': 12, 'application area': 7, 'benefit': 7, 'material': 7, 'specification': 3, 'product line': 2, 'model': 1, 'size': 1}",
+        "recommended_format": "Brand + Product + Target Audience + Color + Feature + Material + Benefit + Count of Packs + Quantity"
+    },
+    {
+        "category": "Wrinkle & Anti-Ageing Devices",
+        "count_of_titles": 28,
+        "ideal_title_length": "200-210",
+        "attribute_count_dict": "{'product': 28, 'brand': 26, 'benefit': 23, 'feature': 23, 'application area': 9, 'specification': 6, 'color': 4, 'claim': 3, 'count of packs': 2, 'quantity': 2, 'battery life': 1, 'compatible device': 1, 'connectivity': 1, 'model': 1, 'product line': 1, 'size': 1, 'target audience': 1}",
+        "recommended_format": "Brand + Product + Benefit + Feature + Application Area + Claim + Quantity + Color"
+    }
+]