Reinox Web Scrapers · Dataset Documentation

Namshi
Product Dataset

Color-variant level product data from namshi.com — 221,691+ rows covering pricing, promotions, images, descriptions, and size/color attributes across 1,100+ brands and all fashion departments.

SchemaE0005r
CountryUnited Arab Emirates · ARE
CurrencyAED
LanguageEnglish
DelimiterTab-separated (.txt)
FrequencyMonthly
Competence date2026-04-23
Last delivered2026-04-24
Status● Active
01 · Granularity

Color-variant level data

Basic scraper — product level
Z0278B0B1CF60683B5D91ZCrew Neck Mesh Dress
→ 1 row. Color lost. No size data.
This dataset — color-variant level
Z0278B0B1CF60683B5D91Z-1Crew Neck Mesh Dress · black
Z0278B0B1CF60683B5D91Z-2Crew Neck Mesh Dress · white
Z0278B0B1CF60683B5D91Z-3Crew Neck Mesh Dress · red
→ 1 row per color. Size availability per color.
02 · Scale

Dataset at a glance

221,691
Total rows
221,691
Unique product codes
1,100
Unique brands
59
Columns per row
AED
Currency
2026-04-23
Competence date
03 · Sample rows

Real data extract

product_code brand product_title color_info category1 category3 full_price price promotion in_stock
Z0278B0B1CF60683B5D91Z-1 CHASE Crew Neck Mesh Detailed Dress black Women Arabian Clothing 777 684 12% off Yes
ZD3816CC2422BA533DA77Z-2 Adrianna Papell Jacquard Off shoulder Maxi Dress burgundy Women Dresses 1,074 585 46% off Yes
Z76E769DCDFEAF5CE7682Z-4 BEAUUT Embellished V-Neck Sequin Maxi Dress gold Women Dresses 1,040 884 15% off Yes
Z7902ADB989BF2CBCC513Z-1 MARYISA Embellished Cape Sleeve Sequin Maxi Dress plum Women Dresses 1,210 1,210 — Yes
ZD0F3CD7634AEA9198516Z-1 LACOSTE Classic Fit Monogram Jacquard Polo Shirt CALLUNA/GRAPHITE Men Polo Shirts 788 788 — Yes
04 · Fill rates

Field coverage

05 · Field index

All 59 fields

FieldStatusNotes
dbq_prd_typeFilledSchema identifier — E0005r
website_nameFillednamshi
competence_dateFilledSnapshot date of the data
country_codeFilledARE
currency_codeFilledAED
store_idN/A on siteNo store concept on Namshi
store_nameN/A on siteNo store concept on Namshi
store_addressN/A on siteNo store concept on Namshi
store_zipN/A on siteNo store concept on Namshi
store_urlFilled100% — namshi.com root
merchant_idN/A on siteSingle-merchant retailer
merchant_nameN/A on siteSingle-merchant retailer
merchant_urlN/A on siteSingle-merchant retailer
merchant_imageN/A on siteSingle-merchant retailer
merchant_descrN/A on siteSingle-merchant retailer
product_codeFilled100% — parentSku::colorIndex
additional_code_1Filled100% — parentSku
additional_code_1_typeFilled100% — "parentSku"
additional_code_2Not collectedNot currently populated
additional_code_2_typeNot collectedNot currently populated
additional_code_3Not collectedNot currently populated
additional_code_3_typeNot collectedNot currently populated
size_infoPartial82.9% — JSON with sizes + low_stock flags
brandFilled100% — 1,100 unique brands
color_infoPartial91.1% — color name per variant
material_infoPartial33.5% — shown only when listed by brand
variant_infoPartial17.1% — additional variant details
descriptionFilled100% — full product description
product_titleFilled100% — clean product name
specificationsFilled95.9% — JSON key-value specs
deliveryPartial0.4% — rarely surfaced on PDPs
in_stockFilled100% — boolean stock flag
quantityFilled100% — available quantity
category1Filled100% — top-level category
category2Filled100% — second level
category3Filled98.9% — third level
category4Partial77.6% — fourth level where available
category5Partial18.1% — deepest level, sparse
category6–10N/A on siteNamshi taxonomy stops at 5 levels
full_priceFilled100% — original listed price
priceFilled100% — current selling price
ppuN/A on siteNo per-unit pricing on fashion items
unit_typeN/A on siteNot applicable
promotion_typePartial75.7% — discount label (e.g. "46% off")
promotion_end_dateNot collectedNot displayed on Namshi PDPs
package_descN/A on siteNot applicable for fashion
additional_tagsPartial45.1% — e.g. "Free delivery", "Premium"
additional_contentPartial22.8% — supplementary content where present
itemurlFilled100% — direct PDP URL
main_image_urlFilled100% — primary product image
all_imagesFilled100% — JSON array of all image URLs
rankFilled100% — position in listing page
contract_idPrivateNot included in delivery file
seller_idPrivateNot included in delivery file
delivery_idFilled100% — unique delivery identifier
06 · Improvement opportunities

Fields available on site, not yet collected

Easy
promotion_end_date
Sale countdown timers appear on some promotional PDPs. Scraping the timer element would populate this field for discounted products.
Easy
material_info (coverage improvement)
Currently at 33.5%. Many brands list fabric composition in the specifications JSON — parsing and promoting it to material_info would raise coverage significantly.
Medium
delivery
Delivery information (e.g. "Express delivery available") appears on product pages for select items. Structured extraction would improve the current 0.4% fill rate.
Medium
size_info (coverage improvement)
Currently at 82.9%. Missing rows are products without size selectors (accessories, etc.). Identifying and tagging these as "one-size" would document coverage gaps explicitly.
07 · File delivery

S3 delivery path

bucket s3://databoutique-deliveries/
path YOUR_SELLER_ID/YOUR_CONTRACT_ID/data_file.txt
format Tab-separated (.txt), UTF-8
rows 221,691 rows + header
columns 59
frequency Monthly
08 · Contact

Get in touch

Company
Reinox Web Scrapers
Telegram
@Anzywiz