---
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: Are Batteries Included
      dtype: string
    - name: Closure Type
      dtype: string
    - name: Compatibilité
      dtype: string
    - name: Connexions
      dtype: string
    - name: Contains Liquid Contents
      dtype: string
    - name: Couleur
      dtype: string
    - name: Diamètre extérieur
      dtype: string
    - name: Dimensions de l'article L x L x H
      dtype: string
    - name: Display Size
      dtype: string
    - name: Distance focale
      dtype: string
    - name: Finition
      dtype: string
    - name: Fit Type
      dtype: string
    - name: Headphones Jack
      dtype: string
    - name: Ingrédients
      dtype: string
    - name: Item Volume
      dtype: string
    - name: Liquid Volume
      dtype: string
    - name: Marque
      dtype: string
    - name: Matière
      dtype: string
    - name: Model Name
      dtype: string
    - name: Modèle
      dtype: string
    - name: Parfum
      dtype: string
    - name: Performances de vitesse
      dtype: string
    - name: 'Pile(s) / Batterie(s) :'
      dtype: string
    - name: Poids
      dtype: string
    - name: Poids de l'article
      dtype: string
    - name: Poids du produit
      dtype: string
    - name: Point d’ignition
      dtype: string
    - name: Position
      dtype: string
    - name: Product Grade
      dtype: string
    - name: Puissance
      dtype: string
    - name: Rapport d’aspect des pneus
      dtype: string
    - name: Style
      dtype: string
    - name: Taille
      dtype: string
    - name: Taille de jante
      dtype: string
    - name: Tension
      dtype: string
    - name: Type d'alimentation
      dtype: string
    - name: Type de casque
      dtype: string
    - name: Type de conteneur
      dtype: string
    - name: Type de métal
      dtype: string
    - name: Type de source lumineuse
      dtype: string
    - name: Viscosity
      dtype: string
    - name: Volts
      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: Appareils compatibles
      dtype: string
    - name: Avertissement
      dtype: string
    - name: Batterie rechargeable
      dtype: string
    - name: Batterie(s) / Pile(s) incluse(s)
      dtype: string
    - name: Batterie(s) / Pile(s) requise(s)
      dtype: string
    - name: Brand
      dtype: string
    - name: Classement des meilleures ventes d'Amazon
      sequence: string
    - name: Composants inclus
      dtype: string
    - name: Couleur
      dtype: string
    - name: Date de mise en ligne sur Amazon.fr
      dtype: string
    - name: Dimensions du produit (L x l x h)
      dtype: string
    - name: Fabricant
      dtype: string
    - name: Garantie constructeur
      dtype: string
    - name: Is Discontinued By Manufacturer
      dtype: string
    - name: Item Dimensions L x W x H
      dtype: string
    - name: Item Package Dimensions L x W x H
      dtype: string
    - name: Marque
      dtype: string
    - name: Matière
      dtype: string
    - name: Motif
      dtype: string
    - name: Moyenne des commentaires client
      sequence: string
    - name: Niveau sonore
      dtype: string
    - name: Nombre d'article(s) dans l'emballage
      dtype: string
    - name: Nombre de pièces
      dtype: string
    - name: Numéro de modèle
      dtype: string
    - name: Numéro du modèle
      dtype: string
    - name: Numéro du modèle de l'article
      dtype: string
    - name: Nécessite des piles
      dtype: string
    - name: Package Weight
      dtype: string
    - name: 'Pile(s) / Batterie(s) :'
      dtype: string
    - name: Poids
      dtype: string
    - name: Poids (Kg)
      dtype: string
    - name: Poids de l'article
      dtype: string
    - name: Quantité d'articles
      dtype: string
    - name: Référence
      dtype: string
    - name: Référence produit
      dtype: string
    - name: Système de mesure
      dtype: string
    - name: Taille
      dtype: string
    - name: Type de batterie
      dtype: string
    - name: Type de batterie / pile
      dtype: string
    - name: Volume (L)
      dtype: string
  - name: sellerPage
    dtype: string
  - name: amazon_badge
    dtype: string
  splits:
  - name: train
    num_bytes: 151904126.0
    num_examples: 458
  download_size: 151634930
  dataset_size: 151904126.0
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
task_categories:
- text-classification
- text-retrieval
language:
- fra
---

## Description
Cleaned version of the `Automotive` 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}}
```