README.md

metadata

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.
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)

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}}