Explore our comprehensive Shine US database containing a wide range of products, including fashion, electronics, home goods, and more. Gain valuable insights into product details, ratings, reviews, pricing, availability, and related information. Obtain a comprehensive overview of the Shine US database, empowering you to outshine your eCommerce and retail competitors. Our dataset contains an extensive range of products, providing detailed information and prices. Discover the major data points available in our Shine US database: Product Name Price Discount Product Description Materials Product Image SKU (Stock Keeping Unit) Low on Stock and more!

The Measurable AI Temu & Fast Fashion E-Receipt Dataset is a leading source of email receipts and transaction data, offering data collected directly from users via Proprietary Consumer Apps, with millions of opt-in users.

We source our email receipt consumer data panel via two consumer apps which garner the express consent of our end-users (GDPR compliant). We then aggregate and anonymize all the transactional data to produce raw and aggregate datasets for our clients.

Use Cases Our clients leverage our datasets to produce actionable consumer insights such as: - Market share analysis - User behavioral traits (e.g. retention rates) - Average order values - Promotional strategies used by the key players. Several of our clients also use our datasets for forecasting and understanding industry trends better.

Coverage - Asia (Japan, Thailand, Malaysia, Vietnam, Indonesia, Singapore, Hong Kong, Phillippines) - EMEA (Spain, United Arab Emirates, Saudi, Qatar) - Latin America (Brazil, Mexico, Columbia, Argentina)

Granular Data Itemized, high-definition data per transaction level with metrics such as - Order value - Items ordered - No. of orders per user - Delivery fee - Service fee - Promotions used - Geolocation data and more - Email ID (can work out user overlap with peers and loyalty)

Aggregate Data - Weekly/ monthly order volume - Revenue delivered in aggregate form, with historical data dating back to 2018.

Most of our clients are fast-growing Tech Companies, Financial Institutions, Buyside Firms, Market Research Agencies, Consultancies and Academia.

Our dataset is GDPR compliant, contains no PII information and is aggregated & anonymized with user consent. Contact business@measurable.ai for a data dictionary and to find out our volume in each country.

The Chinese fashion e-commerce giant Shein Group has surged to prominence. Founded in 2008 as ZZKKO, it quickly evolved into the world's largest fashion retailer in 2022. Its app attracted over ** million downloads worldwide between January 1 and June 20, 2025. Faster and cheaper The online-only fast-fashion company has a unique business model. Enabled by algorithms and data analytics, its swift production and fashion trend prediction abilities have set it apart in the fast fashion e-commerce world. Its algorithm-driven supply chain enables it to reduce the production time to ***** days and offer thousands of new items on its site every week at much lower price levels than its competitors. Behind the low-price tags The fashion retailer also collaborates with numerous fashion bloggers to harness platforms like TikTok and Instagram. Combined with its adept use of social media marketing, SHEIN achieved a staggering ** billion U.S. dollars in gross merchandise value in 2024. Despite its rapid growth and popularity, Shein's reputation is marred by a barrage of controversies, ranging from labor rights violations and trademark disputes to environmental concerns to health and safety issues.

Our cleaned dataset with id strings of tweets containing "shein" with only original, English tweets plus sentiment scores for our Winter 2023 Digital Humanities 120: Social Media Data Analytics project at UCLA.

In the measured time period, December 2024 saw the highest figures for online traffic to the fast fashion marketplace shein.com. According to the data, desktop and mobile visits to shein.com reached almost *** million visits that month. Shein's valuation Shein is among the private startups that rapidly reached a valuation of over *** billion dollars, otherwise known as unicorns. Among the top unicorn companies ranked in 2024, Shein was fifth with a total valuation of over ** billion U.S. dollars. In 2023, Shein was also the most visited fashion and apparel website worldwide, outpacing big names such as Nike and Zara. Global unicorn landscape: U.S. leads in numbers As of February 2024, the United States was the country with the most unicorn companies, ***, followed by China at ***. Although China does not have the most unicorns, ByteDance, the Chinese tech company that owns TikTok, had the highest valuation worldwide. Software and finance are the most likely industries for unicorn companies to form.

Explore a diverse range of fashion items, home goods, and more, with insights into pricing, availability, ratings, and reviews. Popular use cases include trend forecasting, pricing optimization, and inventory management in the fast-fashion market.

The Shein.com Products dataset provides a detailed overview of the extensive product range available on Shein, offering key insights into the fast-fashion market. This dataset includes essential details such as product names, prices, discounts, descriptions, materials, product images, SKUs (Stock Keeping Units), low-stock indicators, and more.

Ideal for eCommerce professionals, fashion analysts, and market strategists, this dataset supports trend analysis, pricing strategies, and inventory management. Whether you're benchmarking competitors, identifying emerging trends, or optimizing your product offerings, the Shein.com Products dataset delivers valuable insights to stay ahead in the dynamic fashion industry.

Dataset Features

• product_name: The name/title of the product listed.
• description: A brief description of the product, including features or materials.
• initial_price: The original price of the product before any discounts.
• final_price: The actual selling price after applying discounts.
• currency: The currency in which the price is listed (e.g., USD).
• in_stock: Availability status of the product (True if in stock, otherwise False).
• color: Available color(s) for the product.
• size: Size(s) available (e.g., S, M, L, or custom sizes).
• reviews_count: Number of user reviews the product has received.
• main_image: URL to the primary product image.
• category_url: Link to the category page the product belongs to.
• url: Direct link to the product page.
• category_tree: Hierarchical path of the product category.
• country_code: Country code indicating where the product is available.
• domain: The Shein domain where the product was found (e.g., shein.com, shein.uk).
• image_count: Total number of product images.
• image_urls: List/array of URLs for all images related to the product.
• model_number: The product’s model or SKU number.
• offers: Details of promotions or discounts available.
• other_attributes: Miscellaneous product features or labels (e.g., eco-friendly, plus-size).
• product_id: Unique identifier for the product.
• rating: Average user rating (typically on a 5-star scale).
• related_products: List of similar or related products.
• root_category: The broadest category classification (e.g., "Women", "Home").
• top_reviews: Highlighted customer reviews.
• category: Specific product category (e.g., "Bikinis", "T-Shirts").
• brand: Brand name (often "Shein" or sub-brands).
• all_available_sizes: List of all size options for the product.
• category_details: Additional metadata about the product category.
• initial_price_usd: Original price converted to USD.
• final_price_usd: Final price converted to USD.
• discount_price: Price discount amount (initial - final).
• discount_price_usd: Discount amount in USD.
• colors: All color variants of the product.
• store_details: Information about the store or seller.
• shipping_details: Information about shipping costs and delivery time.
• shipping_type: Type of shipping offered (e.g., standard, express).
• product_parent_id: ID representing a grouped product variant.
• tags: Keywords or tags associated with the product.
• model_data: Additional attributes from the product model (could include fit, cut, etc.).

Distribution

• Data Volume: 40 Columns and 42.35 M Rows
• Format: CSV

Usage

This dataset is ideal for a wide range of practical and analytical applications: - Trend Forecasting: Identify emerging fashion trends based on product popularity and review sentiment.
- Pricing Optimization: Analyze discount strategies and dynamic pricing patterns.
- Inventory Management: Monitor stock availability and detect low-stock patterns.
- Recommendation Systems: Build personalized fashion recommendations using product attributes and user ratings.
- Market Benchmarking: Compare Shein's offerings with competitors or across regions.
- Computer Vision: Use product images for training models in visual fashion recognition.

Coverage

• Geographic Coverage: Global
• Time Range: Varies by data collection; generally recent and can be updated periodically.

License

CUSTOM

Please review the respective licenses below:

1. Data Provider's License
   • Bright Data Master Service Agreement

Who Can Use It

• Data Scientists: For training ML models like price predictors, review sentiment classifiers, or image-based search engines.
• Researchers:

Customs records of United States are available for SHEIN. Learn about its Importer, supply capabilities and the countries to which it supplies goods

Percentage of products listed on the website in the last three months

Customs records of Chin are available for SHEIN CHINA. Learn about its Importer, supply capabilities and the countries to which it supplies goods

Customs records of are available for SHEIN PARTS UNLIMITED. Learn about its Importer, supply capabilities and the countries to which it supplies goods

Subscribers can find out export and import data of 23 countries by HS code or product’s name. This demo is helpful for market analysis.

Customs records of Und are available for SHEIN CERAMICA LLP. Learn about its Importer, supply capabilities and the countries to which it supplies goods

Our cleaned dataset with id strings of tweets containing "fast fashion" with only original, English tweets with sentiment scores for our Winter 2023 Digital Humanities 120: Social Media Data Analytics project at UCLA.

Shein Hong Kong Company Export Import Records. Follow the Eximpedia platform for HS code, importer-exporter records, and customs shipment details.

This dataset is about books. It has 1 row and is filtered where the author is Louis J. Shein. It features 2 columns including publication date.

Eximpedia Export import trade data lets you search trade data and active Exporters, Importers, Buyers, Suppliers, manufacturers exporters from over 209 countries

The app initially launched in Mumbai, Bengaluru, and New Delhi with plans of a national rollout.

Customs records of are available for SHEIN TRANSCONTINENTAL LOGISTICS NEUTRAL 3PL. Learn about its Importer, supply capabilities and the countries to which it supplies goods

Shein China Company Export Import Records. Follow the Eximpedia platform for HS code, importer-exporter records, and customs shipment details.

Subscribers can find out export and import data of 23 countries by HS code or product’s name. This demo is helpful for market analysis.