A free sample of SHEIN product data: 10,000 random products from SHEIN's United Kingdom catalogue, taken from a full snapshot of 5,154,854 products on 17 October 2026. Every product has its price in GBP, crossed-out price and discount, full category path, stock, reviews and rating, colours, image URLs, seller store and creation date.

Full catalogues (5M+ products per country), daily feeds, price history and other SHEIN countries: votiakov.com/shein-data. Free report on what the data shows: SHEIN by the numbers, UK, October 2026 (PDF).

Files

File	Format	Rows
`shein_gb_sample_10k_2026-10-17.csv`	CSV (UTF-8, header; image URLs separated by `\|`)	10,000
`shein_gb_sample_10k_2026-10-17.parquet`	Parquet (zstd)	10,000
`schema.json`	Field names, types and descriptions

Preview

Title	Price	Was	Off	Category	Reviews	Rating
1pc Multi-Functional Clothes Hanger Stand, Garment Hanging R…	£19.48	£24.28	20%	Coat Rack	244	4.62
3pcs Letter Pendant Accessories, Straw Lid, Cup Name Tag, In…	£2.58	£3.28	21%	Water Bottle & Cup Accessories	93	4.98
4pcs/Set Gentle Style Y-Shaped Necklace Set, Pink Flower She…	£4.78	£5.98	20%	Women Necklace Sets	55	4.58
SHEIN Unity Women Y2K Denim Crop Top, Music Festival Denim C…	£8.87	£12.49	29%	Women Denim Tops	176	4.77
Normani Women's Fashionable Sexy Solid Color Backless Halter…	£17.49	£22.49	22%	Women Mini Dresses	117	4.67

Quick start

import pandas as pd
df = pd.read_parquet("shein_gb_sample_10k_2026-10-17.parquet")
print(df.groupby("top_category")["price"].median().sort_values())

-- DuckDB
SELECT top_category, count(*) AS products, median(price) AS median_price, avg(discount_pct) AS avg_discount
FROM 'shein_gb_sample_10k_2026-10-17.parquet'
GROUP BY 1 ORDER BY products DESC;

Fields

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

One row per product (colour variant). product_id is the same product in every SHEIN country, so country datasets join on it.
Prices are what UK shoppers see, in GBP including VAT.
review_count is capped at 1001, which means 1,000 or more. stock_indicator is exact below 10; 999 means 10 or more.
rating is empty for products without reviews.
Image URLs link to SHEIN's image CDN. No image files are included.
Independent data. Not affiliated with, endorsed by or sponsored by SHEIN. SHEIN is a trademark of its owner.

Terms

Free to use for evaluation, research and journalism, with attribution to votiakov.com/shein-data. Not for resale or redistribution as a dataset. For commercial use and the full data, get a licence at votiakov.com/shein-data.

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