---
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: Appareils compatibles
      dtype: string
    - name: Assemblage requis
      dtype: string
    - name: Audio Sensitivity
      dtype: string
    - name: Battery Weight
      dtype: string
    - name: Canal
      dtype: string
    - name: Capacité de stockage
      dtype: string
    - name: Compatibilité du périphérique
      dtype: string
    - name: Configuration du micro de la guitare
      dtype: string
    - name: Connexions
      dtype: string
    - name: Control Method
      dtype: string
    - name: Couleur
      dtype: string
    - name: Description du clavier
      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: Durée de vie moyenne des piles
      dtype: string
    - name: Fonction câble
      dtype: string
    - name: Hardware requirements
      dtype: string
    - name: Headphones Jack
      dtype: string
    - name: Instrument de mesure
      dtype: string
    - name: Interface du matériel informatique
      dtype: string
    - name: Item Weight
      dtype: string
    - name: Longueur de l'échelle musicale
      dtype: string
    - name: Marque
      dtype: string
    - name: Matière
      dtype: string
    - name: Matériau de la chaîne
      dtype: string
    - name: Matériau de la touche
      dtype: string
    - name: Matériau du corps
      dtype: string
    - name: Matériau du cou
      dtype: string
    - name: Matériau du dos
      dtype: string
    - name: Matériau supérieur
      dtype: string
    - name: Model Name
      dtype: string
    - name: Niveau sonore
      dtype: string
    - name: Nombre de bandes
      dtype: string
    - name: Nombre de cordes
      dtype: string
    - name: Nombre de pièces
      dtype: string
    - name: Nombre de touches sur le clavier
      dtype: string
    - name: Number of Buttons
      dtype: string
    - name: Optical Zoom
      dtype: string
    - name: Orientation de la main
      dtype: string
    - name: 'Pile(s) / Batterie(s) :'
      dtype: string
    - name: Plate-forme du matériel informatique
      dtype: string
    - name: Poids de l'article
      dtype: string
    - name: Poids du produit
      dtype: string
    - name: Polar Pattern
      dtype: string
    - name: Puissance de sortie maximale des haut-parleurs
      dtype: string
    - name: Résistance
      dtype: string
    - name: Signal To Noise Ratio
      dtype: string
    - name: Speaker Type
      dtype: string
    - name: Speaker type
      dtype: string
    - name: Subwoofer Diameter
      dtype: string
    - name: Taille
      dtype: string
    - name: Taille du haut-parleur
      dtype: string
    - name: Tension
      dtype: string
    - name: Type d'alimentation
      dtype: string
    - name: Type de casque
      dtype: string
    - name: Type de chevalet pour la guitare
      dtype: string
    - name: Type de connecteur
      dtype: string
    - name: Type de connectique
      dtype: string
    - name: Type de lampe
      dtype: string
    - name: Type de prise d’alimentation
      dtype: string
    - name: Type de source lumineuse
      dtype: string
    - name: séries
      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
    dtype: string
  - name: sellerPage
    dtype: string
  - name: amazon_badge
    dtype: string
  splits:
  - name: train
    num_bytes: 425796707.5
    num_examples: 1484
  download_size: 423546724
  dataset_size: 425796707.5
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
task_categories:
- text-classification
- text-retrieval
language:
- fra
---

## Description
Cleaned version of the `Musical Instruments` 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}}
```