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VN Fashion Data

Dataset snapshot for the OutfitMatch project.

This repository stores the contents of the local data/ folder (not the codebase). To use it inside the project, copy this repo's files into:

data/

Current validated snapshot

Catalog

  • 5618 catalog items
  • 5618 item-store links
  • 0 invalid rows in the latest item-tag audit
  • 0 high-severity semantic flags in the latest item-tag audit
  • 556 items have empty desc_vi (accepted warning)
  • Categorization rule: store-native product_type first, title-token fallback
  • Semantic tagging coverage: 5618 / 5618 non-empty rows

Store distribution:

Store Items
yody_vn 2301
aristino_vn 1606
canifa_vn 684
rubies 468
huelleyrose 328
dirtycoins 231

Category distribution:

Category Items
top 2800
bottom 1456
outerwear 383
dress 364
accessory 348
bag 137
shoes 130

Gender distribution:

Gender Items
men 2549
women 1873
kid 696
unisex 500

Graph KB (primary retrieval artifact)

  • 4694 adult item nodes (men | women | unisex)
  • 316559 canonical compatibility edges in custom/graph/item_edges.parquet
  • Latest audit/eval status:
    • coherence_violations = 0
    • fitb_recall@5(mask shoes) = 1.0000
    • Shoeless outfits are treated as valid clothing cores; missing shoes are tracked as a completion gap rather than an invalid core combo.

Legacy materialized outfits

  • custom/outfits/generated_outfits.parquet is retained only for legacy comparison/debug.
  • The project’s primary KB path is graph retrieval, not materialized outfits.

Layout

Repo root mirrors the project data/ folder:

cache/
  store_registry.db
  raw/<store_id>/...
custom/
  catalog/
    catalog_metadata.parquet
    item_store_links.parquet
    images/
  graph/
    item_edges.parquet
  outfits/
    generated_outfits.parquet   # legacy/comparison only

Minimum files for graph retrieval / eval

custom/catalog/catalog_metadata.parquet
custom/catalog/item_store_links.parquet
custom/catalog/images/
custom/graph/item_edges.parquet

Schema highlights

custom/catalog/catalog_metadata.parquet

Column Meaning
item_id Stable item id: item_custom_NNNNN
category top, bottom, dress, outerwear, shoes, bag, accessory
source_product_type Original store taxonomy value before mapping
gender men, women, unisex, kid
formality athletic, casual, smart_casual, formal
image_path Relative image path
title_vi Product title
desc_vi Product description
colors JSON string list
collected_date Collection date
collector Collector/job name

custom/catalog/item_store_links.parquet

Column Meaning
item_id FK to catalog
store_id Store identifier
source_product_id Raw source product id
product_url Purchase URL
price_vnd Normalized VND price
sale_price_vnd Optional sale price
sku Optional SKU
in_stock Stock flag
available_sizes JSON string list
sizes_in_stock JSON string list

custom/graph/item_edges.parquet

Column Meaning
src_id Source item id
dst_id Destination item id
src_category Source item category
dst_category Destination item category
weight Compatibility weight

Notes

  • Out-of-scope SKUs have been removed: underwear, swimwear, phone cases, perfume, gift vouchers, keychains, 2-piece sets.
  • source_product_type is persisted for traceability.
  • The project code that consumes this dataset lives in a separate repository: fashion_match_project.
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