Best Fashion Datasets in 2025 (Download-Ready + Customizable Options)

As the fashion tech space continues to grow in 2025, access to structured, reliable product data is more valuable than ever. Whether you're training computer vision models, running price intelligence tools, or building fashion discovery engines — having the right dataset is foundational.

At Crawlfeeds, we offer a curated collection of fashion datasets from leading e-commerce platforms, available as one-time downloads. For teams with specific use cases, we also support custom requests — filtered by brand, category, gender, price range, or even geography.

🧾 What Makes a Fashion Dataset Valuable?

The best fashion datasets in 2025 include:

• ✅ Product titles, brands, categories, sizes

• ✅ Prices (original, discounted), currency, stock availability

• ✅ High-quality product image URLs

• ✅ Clean product descriptions and metadata

• ✅ Structured format (CSV or JSON)

• ✅ Optional custom filters and updates

🔍 Top Fashion Datasets Available on Crawlfeeds

Below are some of the most requested and high-quality fashion datasets available for immediate or custom use:

1. Farfetch Fashion Dataset

Structured luxury product data from Farfetch.com, covering men’s, women’s, and designer fashion.

👉 View Dataset

3. SSENSE Product Feed

Focuses on curated high-end streetwear and designer brands, perfect for trend analysis and luxury comparison.

👉 View Dataset

4. Mytheresa Fashion Dataset

Massive product feed covering a range of fashion items — from basics to brand-name apparel.

👉 View Dataset

5. Nike Product Dataset

Track official Nike product listings including styles, colors, categories, and prices — ideal for sneaker drops, style tracking, or resell analytics.

👉 View Dataset

6. Adidas Product Dataset

Detailed data from Adidas's global catalog — including limited editions, sizes, gender filters, and collection tags.

👉 View Dataset

💡 Custom Dataset Requests Welcome

If you’re looking for:

• Specific fashion brands or retailers

• Niche product categories (e.g., plus-size, sportswear, kidswear)

• Country-specific listings

• Historical price trends or delisted products

• Look at other fashion datasets mentioned in the catelog.

We can extract and deliver the exact dataset you need.

👉 Request a Custom Dataset