Comprehensive Skincare Product Data Extracted from Dermstore – Ingredient List in JSON Format

Beauty dataset from dermstore

This dataset contains meticulously extracted information on 100+ skincare products from Dermstore, one of the leading online skincare retailers. Designed for beauty analysts, researchers, and data scientists, this dataset provides a deep dive into ingredient compositions, product categories, and targeted skin concerns. Each entry is enriched with essential details, including full ingredient lists, enabling in-depth ingredient analysis and skincare product comparisons.

Data Highlights:

  • Ingredient Listings: Comprehensive ingredient details for each product, ideal for ingredient-based research and analysis.
  • Product and Brand Details: Product name, brand, category (e.g., cleansers, serums, sunscreens), and skin concerns (such as acne, aging, or sensitivity) offer full product context.
  • User Ratings and Reviews (where available): Consumer ratings add valuable insights into product performance, satisfaction, and ingredient effectiveness.

Dataset Scope: The data includes essential product details and ingredient information for a variety of skincare products available on Dermstore. It covers skincare categories such as moisturizers, cleansers, serums, and sunscreens, making it a versatile tool for anyone interested in the ingredients behind skincare.

Dataset Use Cases:

  1. Trend Analysis: Identify ingredient trends, such as the popularity of specific actives like hyaluronic acid, niacinamide, or retinol.
  2. Recommendation Models: Build recommendation algorithms for skincare products based on ingredient compatibility and skin concerns.
  3. Product Comparison: Conduct comparative studies on products with similar or unique ingredients.
  4. Health and Safety Analysis: Research ingredient safety, allergens, and natural vs. synthetic composition trends.

Ideal For:

  • Data Scientists: For projects in predictive modeling, trend analysis, and building recommendation systems.
  • Beauty and Health Researchers: For ingredient efficacy studies, consumer trend analysis, and product formulation research.
  • Skincare Enthusiasts: Provides insights into product compositions and ingredient effectiveness.

 


Last crawled:

Nov 2024


Data points:

url, title, brand, sku, product_id, price, currency, availability, condition, rating_value, review_count, category, description, ingredients, raw_ingredients, how_to_use, raw_how_to_use, skin_type_and_concerns, raw_skin_type_and_concerns, range, volume, images, uniq_id, scraped_at


Data points count:

24


Sample dataset:

View Sample (Signin)

Availability or Type:

Immediately


Delivery time:

immediately



Demo:

[ { "url": "https://www.dermstore.com/p/sachajuan-colour-protect-shampoo-250ml/11372590/", "title": "Sachajuan Colour Protect Shampoo 8.4 oz", "brand": "Sachajuan", "sku": "11372590", "product_id": "11372590", "price": "33.0", "currency": "USD", "availability": "OutOfStock", "condition": "NewCondition", "rating_value": 4.89, "review_count": 9, "category": "Brands / Sachajuan / Sachajuan Colour Protect Shampoo 8.4 oz", "description": " Help lock in color and lock out aggressors that cause hair color to fade with Sachajuan Colour Protect Shampoo. Antioxidants strengthen hair to ward off damage-inducing free radicals, while the patented Ocean Silk Technology repairs split ends for smoother, shinier, healthier hair. \n Awards: \n \n A 2019 Allure Best of Beauty Award winner \n ", "ingredients": "Water, Sodium Laureth Sulfate, Glycerin, Cocamidopropyl Betaine, Glycereth-2 Cocoate, Peg-4 Rapeseedamide, Parfum, Chondrus Crispus Extract, Hydroxypropyl Guar Hydroxypropyltrimonium Chloride, Sodium Benzoate, Peg-7 Glyceryl Cocoate, Citric Acid, Silicone Quaternium-22, Sodium Chloride, Peg-150 Pentaerythrityl Tetrastearate, Trisodium Sulfosuccinate, Disodium Edta, Peg-6 Caprylic/Capric Glycerides, Dipropylene Glycol, Polyglyceryl-3 Caprate, Linalool, Limonene, Benzyl Salicylate, Hexyl Cinnamal, Alpha-Isomethyl Ionone, Butylphenyl Methylpropional, Gellan Gum, Citronellol, Propylene Glycol.\nFor the latest information, it is recommended to review the ingredient list printed on the packaging of the product prior to usage or consumption.", "raw_ingredients": "<div aria-labelledby=\"Ingredients\" class=\"content max-h-0 invisible translate-y-1/4 underline-hyperlink\" id=\"product-description-3\"> <div class=\"attribute-content break-words\"> <div class=\"flex flex-col gap-2\"><p>Water, Sodium Laureth Sulfate, Glycerin, Cocamidopropyl Betaine, Glycereth-2 Cocoate, Peg-4 Rapeseedamide, Parfum, Chondrus Crispus Extract, Hydroxypropyl Guar Hydroxypropyltrimonium Chloride, Sodium Benzoate, Peg-7 Glyceryl Cocoate, Citric Acid, Silicone Quaternium-22, Sodium Chloride, Peg-150 Pentaerythrityl Tetrastearate, Trisodium Sulfosuccinate, Disodium Edta, Peg-6 Caprylic/Capric Glycerides, Dipropylene Glycol, Polyglyceryl-3 Caprate, Linalool, Limonene, Benzyl Salicylate, Hexyl Cinnamal, Alpha-Isomethyl Ionone, Butylphenyl Methylpropional, Gellan Gum, Citronellol, Propylene Glycol.</p>\n<p><em><strong>For the latest information, it is recommended to review the ingredient list printed on the packaging of the product prior to usage or consumption.</strong></em></p></div> </div> </div>", "how_to_use": "Massage a small amount into wet hair. Rinse thoroughly. Follow with Sachajuan Colour Protect Conditioner.", "raw_how_to_use": "<div aria-labelledby=\"How-to-Use\" class=\"content max-h-0 invisible translate-y-1/4 underline-hyperlink\" id=\"product-description-1\"> <div class=\"attribute-content break-words\"> <div class=\"flex flex-col gap-2\"><p>Massage a small amount into wet hair. Rinse thoroughly. Follow with Sachajuan Colour Protect Conditioner.</p></div> </div> </div>", "skin_type_and_concerns": "Application Area: Hair, ScalpIdeal for these Concerns: Damaged HairHair Care: ShampooHair Type: Color-Treated HairIngredient: AntioxidantsShampoo: Color Shampoo", "raw_skin_type_and_concerns": "<div aria-labelledby=\"Skin-Type-&amp;-Concerns\" class=\"content max-h-0 invisible translate-y-1/4 underline-hyperlink\" id=\"product-description-2\"> <div class=\"attribute-content break-words\"> <div class=\"flex flex-col gap-2\"><p><strong>Application Area:</strong> <a href=\"/application-area/hair.list\">Hair</a>, <a href=\"/application-area/scalp.list\">Scalp</a><br/><strong>Ideal for these Concerns:</strong> <a href=\"/treatment/damaged-hair.list\">Damaged Hair</a><br/><strong>Hair Care:</strong> <a href=\"/hair-care/shampoo.list\">Shampoo</a><br/><strong>Hair Type:</strong> <a href=\"/hair-care/color-treated-hair.list\">Color-Treated Hair</a><br/><strong>Ingredient:</strong> <a href=\"/ingredient/antioxidants.list\">Antioxidants</a><br/><strong>Shampoo:</strong> <a href=\"/hair-care/shampoo/color-shampoo.list\">Color Shampoo</a></p></div> </div> </div>", "range": "", "volume": "250ml", "images": "https://static.thcdn.com/productimg/original/11372590-4105065931304996.jpg, https://static.thcdn.com/productimg/original/11372590-2104885785351258.jpg", "uniq_id": "f3bc4a79-2ab6-50ed-aded-f0c47aa48bd2", "scraped_at": "02/11/2024 11:21:52" }, { "url": "https://www.dermstore.com/p/nuface-trinity-ele-attachment/11288897/", "title": "NuFACE Trinity ELE Attachment (1 piece)", "brand": "NuFACE", "sku": "11288897", "product_id": "11288897", "price": "144.0", "currency": "USD", "availability": "InStock", "condition": "NewCondition", "rating_value": 4.43, "review_count": 21, "category": "Brands / NuFACE / NuFACE Trinity ELE Attachment (1 piece)", "description": " NuFACE Trinity\u00ae ELE Attachment is specially designed to attach to your Trinity\u00ae Facial Toning Device to improve targeted treatments. Smaller facial wands deliver non-invasive soft wave microcurrents to stimulate specific sections of concern, such as eyebrow furrows, crow's feet and lines around the mouth and eye contours for a revitalized appearance. ", "ingredients": "ELE Attachment.\nFor the latest information, it is recommended to review the ingredient list printed on the packaging of the product prior to usage or consumption.", "raw_ingredients": "<div aria-labelledby=\"Ingredients\" class=\"content max-h-0 invisible translate-y-1/4 underline-hyperlink\" id=\"product-description-3\"> <div class=\"attribute-content break-words\"> <div class=\"flex flex-col gap-2\"><p>ELE Attachment.</p>\n<p><em><strong>For the latest information, it is recommended to review the ingredient list printed on the packaging of the product prior to usage or consumption.</strong></em></p></div> </div> </div>", "how_to_use": "1. Apply NuFACE primer to targeted area.\n 2. Glide or hold over target area for 5 seconds, repeat 3 times.\n 3. Remove the NuFACE primer with a washcloth.", "raw_how_to_use": "<div aria-labelledby=\"How-to-Use\" class=\"content max-h-0 invisible translate-y-1/4 underline-hyperlink\" id=\"product-description-1\"> <div class=\"attribute-content break-words\"> <div class=\"flex flex-col gap-2\"><p>1. Apply NuFACE primer to targeted area.<br/>\n 2. Glide or hold over target area for 5 seconds, repeat 3 times.<br/>\n 3. Remove the NuFACE primer with a washcloth.</p></div> </div> </div>", "skin_type_and_concerns": "Aging Skin: Fine Lines and Wrinkles, Loss of FirmnessApplication Area: Eyes, FaceProfessional Tools and Devices: Anti-Aging Tools and DevicesSkin Care: Professional Tools and DevicesSkin Type: Acne-Prone Skin, Combination Skin, Dry Skin, Mature Skin, Normal Skin, Oily Skin, Sensitive Skin", "raw_skin_type_and_concerns": "<div aria-labelledby=\"Skin-Type-&amp;-Concerns\" class=\"content max-h-0 invisible translate-y-1/4 underline-hyperlink\" id=\"product-description-2\"> <div class=\"attribute-content break-words\"> <div class=\"flex flex-col gap-2\"><p><strong>Aging Skin:</strong> <a href=\"/skin-care/treatments-serums/wrinkle-cream.list\">Fine Lines and Wrinkles</a>, <a href=\"/treatment/loss-of-firmness.list\">Loss of Firmness</a><br/><strong>Application Area:</strong> <a href=\"/application-area/eyes.list\">Eyes</a>, <a href=\"/application-area/face.list\">Face</a><br/><strong>Professional Tools and Devices:</strong> <a href=\"/skin-care/tools/anti-aging-tools-devices.list\">Anti-Aging Tools and Devices</a><br/><strong>Skin Care:</strong> <a href=\"/skin-care/tools.list\">Professional Tools and Devices</a><br/><strong>Skin Type:</strong> <a href=\"/skin-care/acne-prone-skin.list\">Acne-Prone Skin</a>, <a href=\"/skin-care/combination-skin.list\">Combination Skin</a>, <a href=\"/skin-care/dry-skin.list\">Dry Skin</a>, <a href=\"/skin-care/mature-skin.list\">Mature Skin</a>, <a href=\"/skin-care/normal-skin.list\">Normal Skin</a>, <a href=\"/skin-care/oily-skin.list\">Oily Skin</a>, <a href=\"/skin-care/sensitive-skin.list\">Sensitive Skin</a></p></div> </div> </div>", "range": "", "volume": "", "images": "https://static.thcdn.com/productimg/original/11288897-3744871571671922.jpg, https://static.thcdn.com/productimg/original/11288897-8035143390547361.jpg, https://static.thcdn.com/productimg/original/11288897-3085143390584012.jpg, https://static.thcdn.com/productimg/original/11288897-1865143390607418.jpg, https://static.thcdn.com/productimg/original/11288897-1165143390640682.jpg, https://static.thcdn.com/productimg/original/11288897-3855143390671972.jpg, https://static.thcdn.com/productimg/original/11288897-1365143390704600.jpg, https://static.thcdn.com/productimg/original/11288897-1855143390734978.jpg, https://static.thcdn.com/productimg/original/11288897-1825143390769157.jpg, https://static.thcdn.com/productimg/original/11288897-1535143390795554.jpg, https://static.thcdn.com/productimg/original/11288897-3835143390823010.jpg", "uniq_id": "87c4b107-ec6a-5258-b00f-4fc3eb918fb9", "scraped_at": "02/11/2024 11:21:53" }, { "url": "https://www.dermstore.com/p/ghd-glide-smoothing-hot-brush/12744952/", "title": "ghd Glide Smoothing Hot Brush", "brand": "ghd", "sku": "12744952", "product_id": "12744952", "price": "209.0", "currency": "USD", "availability": "InStock", "condition": "NewCondition", "rating_value": "", "review_count": "", "category": "Brands / ghd / ghd Glide Smoothing Hot Brush", "description": " Perfect for second day hair, ceramic technology with ionizer heats the brush to the optimum styling temperature of 365\u00baF for healthier looking hair. \n Smooth flyaways and re-style 2nd day hair with the award winning glide hot brush. Features dual-action ceramic heater technology and ionizer to smooth hair easily. A combination of high density short and long bristles allow for large sections of hair to be styled for salon smooth natural movement. \n Key Benefits: \n \n Ceramic technology with ionizer smoothes hair and eliminates frizz \n Combination of high density short and long bristles allow for larger sections of hair to be styled \n 25 second heat up time \n Automatic sleep mode after 60 minutes of non-use \n 2 year warranty \n Preset to the optimum styling temperature of 365\u00b0F for optimum styling \n Universal voltage \n Professional length 9ft cord \n ", "ingredients": "", "raw_ingredients": "", "how_to_use": "Begin with dry, detangled hair.\nSection hair and place glide at the roots and move through to the ends of the hair.", "raw_how_to_use": "<div aria-labelledby=\"How-to-Use\" class=\"content max-h-0 invisible translate-y-1/4 underline-hyperlink\" id=\"product-description-1\"> <div class=\"attribute-content break-words\"> <div class=\"flex flex-col gap-2\"><ul>\n<li>Begin with dry, detangled hair.</li>\n<li>Section hair and place glide at the roots and move through to the ends of the hair.</li>\n</ul></div> </div> </div>", "skin_type_and_concerns": "Application Area:\u00a0HairHair Care:\u00a0Styling ToolsHair Type:\u00a0Coarse Hair,\u00a0Color-Treated Hair,\u00a0Curly Hair,\u00a0Dry or Damaged Hair,\u00a0Fine Hair,\u00a0Normal Hair,\u00a0Oily Hair", "raw_skin_type_and_concerns": "<div aria-labelledby=\"Skin-Type-&amp;-Concerns\" class=\"content max-h-0 invisible translate-y-1/4 underline-hyperlink\" id=\"product-description-2\"> <div class=\"attribute-content break-words\"> <div class=\"flex flex-col gap-2\"><p><strong>Application Area:</strong>\u00a0<a href=\"/application-area/hair.list\">Hair</a><br/><strong>Hair Care:</strong>\u00a0<a href=\"/hair-care/tools.list\">Styling Tools</a><br/><strong>Hair Type:</strong>\u00a0<a href=\"/hair-care/coarse-hair-treatments.list\">Coarse Hair</a>,\u00a0<a href=\"/hair-care/color-treated-hair.list\">Color-Treated Hair</a>,\u00a0<a href=\"/hair-care/curly-hair.list\">Curly Hair</a>,\u00a0<a href=\"/hair-care/dry-or-damaged-hair.list\">Dry or Damaged Hair</a>,\u00a0<a href=\"/hair-care/fine-hair.list\">Fine Hair</a>,\u00a0<a href=\"/hair-care/normal-hair.list\">Normal Hair</a>,\u00a0<a href=\"/hair-care/oily-hair.list\">Oily Hair</a></p></div> </div> </div>", "range": "Hot Brush", "volume": "", "images": "https://static.thcdn.com/productimg/1600/1600/12744952-2104823055758013.jpg, https://static.thcdn.com/productimg/1600/1600/12744952-1234823055792567.jpg, https://static.thcdn.com/productimg/1600/1600/12744952-1164823055826671.jpg, https://static.thcdn.com/productimg/1600/1600/12744952-1694823055868653.jpg, https://static.thcdn.com/productimg/1600/1600/12744952-9794823055909999.jpg, https://static.thcdn.com/productimg/1600/1600/12744952-1374823055949242.jpg, https://static.thcdn.com/productimg/1600/1600/12744952-1374823055998421.jpg", "uniq_id": "b04ce479-d997-5673-bd47-bf370e28c2ee", "scraped_at": "02/11/2024 11:21:54" } ]