---
dataset_info:
  features:
  - name: asin
    dtype: string
  - name: title
    dtype: string
  - name: image
    dtype: image
  - name: categories
    sequence: string
  - name: description
    dtype: string
  - name: features
    sequence: string
  - name: overviewFeatures
    struct:
    - name: Assemblage requis
      dtype: string
    - name: Closure Type
      dtype: string
    - name: Couleur
      dtype: string
    - name: Dimensions de l'article L x L x H
      dtype: string
    - name: Drill Point
      dtype: string
    - name: Forme
      dtype: string
    - name: Ink Color
      dtype: string
    - name: Item Volume
      dtype: string
    - name: Marque
      dtype: string
    - name: Matière
      dtype: string
    - name: Nombre de pièces
      dtype: string
    - name: Poids
      dtype: string
    - name: Poids de l'article
      dtype: string
    - name: Poids du produit
      dtype: string
    - name: Product Specifications (Unit)
      dtype: string
    - name: Produit à monter soi-même
      dtype: string
    - name: Style
      dtype: string
    - name: Taille
      dtype: string
    - name: Thème
      dtype: string
    - name: Type d'alimentation
      dtype: string
    - name: Type de produit végétal ou animal
      dtype: string
    - name: Water Resistance Level
      dtype: string
  - name: averageRating
    dtype: string
  - name: ratingCount
    dtype: string
  - name: ratingDist
    struct:
    - name: '1'
      dtype: string
    - name: '2'
      dtype: string
    - name: '3'
      dtype: string
    - name: '4'
      dtype: string
    - name: '5'
      dtype: string
  - name: price
    dtype: string
  - name: related
    struct:
    - name: alsoBought
      sequence: string
    - name: alsoViewed
      sequence: string
    - name: boughtTogether
      sequence: string
    - name: compared
      sequence: string
    - name: sponsored
      sequence: string
  - name: productDetails
    struct:
    - name: ASIN
      dtype: string
    - name: Assemblage requis
      dtype: string
    - name: Batterie(s) / Pile(s) incluse(s)
      dtype: string
    - name: Batterie(s) / Pile(s) requise(s)
      dtype: string
    - name: Capacité
      dtype: string
    - name: Classement des meilleures ventes d'Amazon
      sequence: string
    - name: Color
      dtype: string
    - name: Composants inclus
      dtype: string
    - name: Composition
      dtype: string
    - name: Couleur
      dtype: string
    - name: Couleur d'encre
      dtype: string
    - name: Date de mise en ligne sur Amazon.fr
      dtype: string
    - name: Dimensions du colis
      dtype: string
    - name: Dimensions du produit (L x l x h)
      dtype: string
    - name: Dureté de mine
      dtype: string
    - name: Fabricant
      dtype: string
    - name: Is Discontinued By Manufacturer
      dtype: string
    - name: "Langue\_:"
      dtype: string
    - name: Longueur (cm)
      dtype: string
    - name: Manufacturer recommended age
      dtype: string
    - name: Marque
      dtype: string
    - name: Matière
      dtype: string
    - name: Matière principale
      dtype: string
    - name: Matériau
      dtype: string
    - name: Matériel
      dtype: string
    - name: Modèle fabricant
      dtype: string
    - name: Moyenne des commentaires client
      sequence: string
    - name: Nombre de pièces
      dtype: string
    - name: Nombre d’unités par article
      dtype: string
    - name: Notre recommandation d'âge
      dtype: string
    - name: Numéro de modèle
      dtype: string
    - name: Numéro du modèle
      dtype: string
    - name: Numéro du modèle de l'article
      dtype: string
    - name: Piles requises
      dtype: string
    - name: Poids
      dtype: string
    - name: Poids de l'article
      dtype: string
    - name: Poids maximum pouvant être supporté par le produit
      dtype: string
    - name: Produit à monter soi-même
      dtype: string
    - name: Période de plantation
      dtype: string
    - name: Quantité d'articles
      dtype: string
    - name: Référence
      dtype: string
    - name: Référence constructeur
      dtype: string
    - name: Référence fabricant
      dtype: string
    - name: Service
      dtype: string
    - name: Sport
      dtype: string
    - name: Style
      dtype: string
    - name: Taille
      dtype: string
    - name: Type de garantie
      dtype: string
    - name: Type de matériau
      dtype: string
    - name: Type de pointe
      dtype: string
    - name: Type de tissu
      dtype: string
    - name: Télécommande incluse
      dtype: string
    - name: Valeur(s) éducative(s)
      dtype: string
    - name: Volume
      dtype: string
    - name: Volume indicatif
      dtype: string
  - name: sellerPage
    dtype: string
  - name: amazon_badge
    dtype: string
  splits:
  - name: train
    num_bytes: 371323498
    num_examples: 965
  download_size: 370711691
  dataset_size: 371323498
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
task_categories:
- text-classification
- text-retrieval
language:
- fra
---

## Description
Cleaned version of the `Arts Crafts and Sewing` subset (`metadata` folder) of [XMRec dataset](https://xmrec.github.io/data/fr/).   
In particular, we have made the images available as PILs.

Possible use cases are :
- text classification, using the `categories` column as a label
- product recommendation using the `related` column
- hybrid text/image search (cf. [this Jina.ai blog post](https://jina.ai/news/hype-and-hybrids-multimodal-search-means-more-than-keywords-and-vectors-2/))


## Original paper citation
```
@inproceedings{bonab2021crossmarket,
	author = {Bonab, Hamed and Aliannejadi, Mohammad and Vardasbi, Ali and Kanoulas, Evangelos and Allan, James},
	booktitle = {Proceedings of the 30th ACM International Conference on Information \& Knowledge Management},
	publisher = {ACM},
	title = {Cross-Market Product Recommendation},
	year = {2021}}
```