Datasets:
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_typefirst, 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 = 0fitb_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.parquetis 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_typeis persisted for traceability.- The project code that consumes this dataset lives in a separate repository:
fashion_match_project.
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