Free SHEIN dataset sample: 10,000 UK products
Real rows from the SHEIN UK catalogue, with all 28 fields of the full dataset. Use it to check the format, test your pipeline, or run a small analysis before you buy.
Contains CSV, Parquet, JSONL and schema.json. No sign-up.
Also available as the SHEIN sample on Hugging Face, the SHEIN sample on Kaggle and the SHEIN sample on GitHub.
UK snapshot, October 2026
Preview: first 20 rows
A subset of columns. The files have all 28.
| Product ID | Title | Category | Price | Original | Discount | In stock | Rating | Reviews |
|---|---|---|---|---|---|---|---|---|
| 467993820 | 1pc Retro Y2K Style Letter Headband, Street Fashion Versatile Hair Scarf For Women Summer Summer Hair Accessories Women Bandanas | Bandanas | £2.48 | £3.08 | 19% | true | 5.0 | 1 |
| 498647790 | Crocheted Openwork Triangular Scarf Stylish Sophisticated Headband For Pastoral Look Waist Belt/Flap Accessory Vacay Bandanas | Bandanas | £2.18 | £2.78 | 22% | true | 5.0 | 1 |
| 511845229 | 1pc Women's Fashion Summer Beach Lemon Print Square Scarf Headwrap - Multi-Functional Women's Hair Accessory Headband Scarf, Polyester Material, Suitable For Daily Wear | Bandanas | £3.23 | £3.98 | 19% | true | 5.0 | 3 |
| 537574609 | 1Pc Brown White Polka Dot Border Print Vintage Satin Square Scarf, Women Fashion Head Scarf Hair Wrap Neck Bandana For Spring Summer Travel Beach | Bandanas | £2.03 | £2.68 | 24% | true | 5.0 | 5 |
| 433171168 | 1pc Fashionable Minimalist Elegant Double-Bar Metal Open Bangle Bracelet, Adjustable Size For Women,Summer,Jewellery,Festival,Classy | Bridal Fashion Anklets & Leg Chains | £1.48 | £1.78 | 17% | true | 4.78 | 14 |
| 495591478 | 1 Pair Light Blue Rhinestone Leaf Earrings, Shiny Marquise Cut Crystal Cluster Stud Earrings, Fashion Wedding Party Women's Jewelry | Bridal Fashion Earrings | £1.78 | £2.18 | 18% | true | 4.78 | 220 |
| 412983156 | Delicate Beaded Butterfly Choker Niche Design Sweet Cool Girl Dopamine Necklace, Summer, Jewellery, Festival, | Bridal Fashion Necklaces | £3.07 | £3.88 | 21% | true | 4.83 | 55 |
| 39930431 | Gothic Style Black Queen Evil Skull Crown And Headpiece For Women, Dark Forest Skeleton Headband Suitable For Women Girls Renaissance Halloween Cosplay Gothic Wedding Party | Bridal Headwear | £10.48 | £12.68 | 17% | true | 5.0 | 1 |
| 509205698 | 1pc Women's Tea Party Headpiece, Kentucky Derby Wedding Floral Tulle Hair Clip | Bridal Headwear | £4.28 | £5.18 | 17% | true | 4.5 | 75 |
| 540057250 | Gold Base Lavender Teardrop Rhinestone Tiara Necklace Earring 3 PiecesBridal Jewelry Set For Bride Wedding Bachelorette Party | Bridal Headwear | £9.01 | £11.48 | 22% | true | 5.0 | 5 |
| 557582370 | 1pc Baroque Vintage Luxury Green Rhinestone Crown, Alloy Hollow Full Rhinestone Bridal Wedding Hair Accessory, Party Ball Birthday Headpiece, Elegant Emerald Style Artificial Gemstone Tiara, Alloy Rhinestone Flower Leaf Headband, Ball Beauty Pageant Cosplay Bridal Headpiece | Bridal Headwear | £5.68 | £6.88 | 17% | true | 4.88 | 1001 |
| 58014193 | 1pc Geometric Pattern Boho Copper Wire Braided Headband, Romantic Bridal/Bridesmaid Hair Accessory | Bridal Headwear | £3.38 | £4.08 | 17% | true | 4.56 | 25 |
| 58678052 | 1pc Fashionable Elegant Alloy Crown Hairclip, Suitable For Women Wedding Party Accessories | Bridal Headwear | £4.78 | £5.78 | 17% | true | 4.9 | 30 |
| 512546567 | Golden Foil Bachelorette Sashes Kit | Set For Groomsmen Groom Wedding Party Sash Bundle Black Groomsmen Groom Wedding Party Sash Bundle Blac…Team Groo | Bridal Sashes | £1.38 | £1.68 | 18% | true | 5.0 | 1 |
| 181918919 | Four-Piece Thief Suit, Canvas Bag, Gloves, Eye Mask, Hat, Party Dress, Thief, Prisoner Role-Playing, Whimsical Outing Dress, Suitable For Men And Women All Year Round, Fashionable All-Match Style,Halloween | Costume Accessories Sets | £3.98 | £4.88 | 18% | true | 5.0 | 7 |
| 317603254 | 1920s Vintage Party Decoration Set - Feather Headband, Pearl Necklace, Long Gloves, Lace Fan, Earrings, Magic Wand Prop, Women's Costume Accessories, Valentine's Day Outfit, Halloween | Costume Accessories Sets | £6.01 | £8.08 | 26% | true | 4.78 | 41 |
| 472853608 | Personalized Plush Fox Costume Accessories, Detachable Fox Ears Headband And Tail, Lolita Animal Costume Accessories, Suitable For Amusement Parks, Live Streaming, Headband And Tail,Party | Costume Accessories Sets | £10.38 | £12.58 | 17% | true | 3.0 | 1 |
| 516915081 | Halloween Animal Ear & Tail Set, Cosplay Props For Anime Convention, Handmade Cat Ear Headband & Cat Tail Set, Realistic Fox Tail Accessory, 2D Anime Animal Ear & Tail Set With Bell Collar | Costume Accessories Sets | £7.74 | £9.58 | 19% | true | 4.27 | 61 |
| 559214867 | Black Witch Horn Cape 4-Piece Set, Halloween Demon Queen Cosplay Costume Outfit Props Suitable For Holiday Parties: Halloween Theme Party, Halloween Night Cosplay Party, Haunted House Theme Party, Carnival, Festival, Theme Convention Cosplay | Costume Accessories Sets | £12.03 | £14.98 | 20% | true | 5.0 | 3 |
| 498741273 | Black Fluffy Wolf Mask – Mysterious Half-Face Animal Mask Suitable For Halloween Cosplay, Halloween Party/Themed Event, Masquerade/Costume Party, Animal Theme/Cosplay Party, Carnival/Festival Event | Costume Beards | £2.89 | £3.58 | 19% | true | 5.0 | 1 |
Field dictionary
All 28 fields, the same as in the full dataset.
| Field | Type | Description |
|---|---|---|
product_id | string | SHEIN product ID (goods ID). Unique per row. The same ID is the same product in every country. |
sku | string | SHEIN SKU code of this colour variant. |
spu | string | SHEIN SPU code shared by all colour variants of a product. |
title | string | Product title as shown to shoppers. |
product_url | string | Product page on the country's SHEIN storefront. |
country | string | ISO country code of the storefront (GB = United Kingdom). |
currency | string | ISO currency of the prices. |
price | number | Selling price in local currency, as shown to shoppers (UK: incl. VAT). |
price_display | string | Selling price as displayed, with currency symbol. |
original_price | number | Crossed-out (reference) price in local currency. |
original_price_display | string | Crossed-out price as displayed. |
discount_pct | number | 1 - price / original_price, rounded to 4 decimals; 0 when there is no crossed-out price above the price. |
price_usd | number | Selling price converted to US dollars. |
top_category | string | Top-level category name, e.g. Women Apparel. |
category | string | Leaf category name, e.g. Women Mini Dresses. |
category_path | string | Full category path from top level to leaf, separated by ' > '. |
category_id | string | Leaf category ID. |
in_stock | boolean | False when the product is shown as sold out. |
stock_indicator | integer | Stock as shown to shoppers: exact count below 10, 999 = 10 or more. |
review_count | integer | Number of reviews; 1001 means 1,000 or more. |
rating | number | Average star rating (1–5); empty when the product has no reviews. |
color_count | integer | Number of colour variants offered. |
image_url | string | Main product image URL. |
image_urls | list of strings | All product image URLs (in CSV: separated by '|'). |
image_count | integer | Number of product images. |
seller_store_id | string | ID of the seller storefront that lists the product. |
created_date | date | Date the product was created. |
collected_at | timestamp | When this record was collected (UTC). |
Notes on the data
- One row per colour variant. Group rows by
sputo get one row per product. - Prices are in GBP and include UK VAT, as shown to UK shoppers.
review_countis capped at 1001. A value of 1001 means 1,000 or more reviews.stock_indicatoris capped at 999. A value of 999 means 10 or more in stock.- Images are URLs only. The zip has no image files.
Licence
The sample is free for evaluation, research and journalism. Please credit Cartpie as the source. You may not resell the sample or redistribute it as a dataset. Commercial use needs a licence for the full SHEIN dataset.
Questions
What is in the SHEIN dataset sample?
10,000 products from the SHEIN UK catalogue (UK snapshot, October 2026), with 28 fields each. The zip holds the same rows as CSV, Parquet and JSON Lines, plus a schema.json that describes every field.
Is the sample free to use?
Yes, for evaluation, research and journalism, with attribution to Cartpie. You may not resell it or redistribute it as a dataset. Commercial use of the data needs a licence for the full dataset.
Is the sample on Kaggle or Hugging Face?
Yes. The same files are mirrored on Hugging Face, Kaggle and GitHub. The links are on this page. The licence is the same everywhere.
How is the sample different from the full dataset?
The sample has 10,000 rows. The full UK dataset has over 5 million products with the same fields, and can be refreshed on a schedule with a changes file.
Why do some products appear more than once?
Each colour of a product is its own row with its own product ID and SKU. Rows of the same product share an SPU code, so you can group them.
Need the whole catalogue?
The full UK dataset has over 5 million products with the same fields, as a one-off snapshot or on a refresh schedule.
Independent data. Not affiliated with, endorsed by or sponsored by SHEIN. SHEIN is a trademark of its owner.