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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}}
```
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