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: Afficher
dtype: string
- name: Angle of view
dtype: string
- name: Appareils compatibles
dtype: string
- name: Are Batteries Included
dtype: string
- name: Assemblage requis
dtype: string
- name: Audio Sensitivity
dtype: string
- name: Band Color
dtype: string
- name: Band Material Type
dtype: string
- name: Batterie(s) / Pile(s) requise(s)
dtype: string
- name: Battery Cell Type
dtype: string
- name: Battery Description
dtype: string
- name: Battery Weight
dtype: string
- name: Blade Movement
dtype: string
- name: CPU Model Number
dtype: string
- name: Canal
dtype: string
- name: Capacity
dtype: string
- name: Capacité
dtype: string
- name: Capacité de stockage
dtype: string
- name: Carte graphique RAM
dtype: string
- name: Cartographie
dtype: string
- name: Case Diameter
dtype: string
- name: Certifications
dtype: string
- name: Champ de vision
dtype: string
- name: Chemises
dtype: string
- name: Clarté
dtype: string
- name: Classe de bande de fréquence
dtype: string
- name: Closure Type
dtype: string
- name: Commande vocale
dtype: string
- name: Compatibilité du périphérique
dtype: string
- name: Compatible Mountings
dtype: string
- name: Composition
dtype: string
- name: Composition du matériau
dtype: string
- name: Connectivity Technology
dtype: string
- name: Connector Gender
dtype: string
- name: Connexions
dtype: string
- name: Continuous Shooting Speed
dtype: string
- name: Contraste
dtype: string
- name: Control Method
dtype: string
- name: Control Type
dtype: string
- name: Controller Type
dtype: string
- name: Cooling Type
dtype: string
- name: Couleur
dtype: string
- name: Data Link Protocol
dtype: string
- name: Data Transfer Rate
dtype: string
- name: Description de la doublure
dtype: string
- name: Description du clavier
dtype: string
- name: Description du disque dur
dtype: string
- name: Description du revêtement
dtype: string
- name: Digital Zoom
dtype: string
- name: Dimensions de l'article L x L x H
dtype: string
- name: Dimensions d’affichage de l’article
dtype: string
- name: Display
dtype: string
- name: Display Resolution
dtype: string
- name: Display Size
dtype: string
- name: Distance focale
dtype: string
- name: Dureté de mine
dtype: string
- name: Durée de vie moyenne des piles
dtype: string
- name: Effective Still Resolution
dtype: string
- name: Exit Pupil
dtype: string
- name: Exposure Control
dtype: string
- name: Eye Relief
dtype: string
- name: Fabricant de CPU
dtype: string
- name: Fonction câble
dtype: string
- name: Form Factor
dtype: string
- name: Frequency
dtype: string
- name: Fréquence du GPU
dtype: string
- name: GPU
dtype: string
- name: Graphics Ram Type
dtype: string
- name: Hard Disk Size
dtype: string
- name: Headphones Jack
dtype: string
- name: Image Stabilization
dtype: string
- name: Imperméable
dtype: string
- name: Inclinaison incluse
dtype: string
- name: Instructions d'entretien
dtype: string
- name: Instrument de mesure
dtype: string
- name: Interface de la carte graphique
dtype: string
- name: Interface du disque dur
dtype: string
- name: Interface du matériel informatique
dtype: string
- name: Item Weight
dtype: string
- name: Lens
dtype: string
- name: Lens Coating Description
dtype: string
- name: Lens Description
dtype: string
- name: Lens Design
dtype: string
- name: Lens Fixed Focal Length
dtype: string
- name: Light Source Wattage
dtype: string
- name: Logiciels inclus
dtype: string
- name: Magnification Maximum
dtype: string
- name: Marque
dtype: string
- name: Marque chipset graphique
dtype: string
- name: Matière
dtype: string
- name: Max Focal Length
dtype: string
- name: Max Shutter Speed
dtype: string
- name: Max. Résolution d’affichage
dtype: string
- name: Maximum Height
dtype: string
- name: Maximum Image Size
dtype: string
- name: Memory Card Slot
dtype: string
- name: Memory Clock Speed
dtype: string
- name: Memory Size
dtype: string
- name: Memory Type
dtype: string
- name: Microphone Form Factor
dtype: string
- name: Min Aperture
dtype: string
- name: Min Focal Length
dtype: string
- name: Min Shutter Speed
dtype: string
- name: Minimum Height
dtype: string
- name: Minimum Image Size
dtype: string
- name: Minimum Throw Distance
dtype: string
- name: Model Name
dtype: string
- name: Modèles de téléphone compatibles
dtype: string
- name: Mémoire
dtype: string
- name: Mémoire tampon (taille)
dtype: string
- name: Niveau sonore
dtype: string
- name: Noise Control
dtype: string
- name: Nombre de bandes
dtype: string
- name: Nombre de coeurs
dtype: string
- name: Nombre de ports
dtype: string
- name: Nombre de ports Ethernet
dtype: string
- name: Nombre de ports USB
dtype: string
- name: Nombre de ports USB 2.0
dtype: string
- name: Nombre de touches sur le clavier
dtype: string
- name: Note actuelle
dtype: string
- name: Number of Buttons
dtype: string
- name: Number of USB 2.0 Ports
dtype: string
- name: Objective Lens Diameter
dtype: string
- name: Optical Sensor Resolution
dtype: string
- name: Optical Sensor Size
dtype: string
- name: Optical Sensor Technology
dtype: string
- name: Optical Zoom
dtype: string
- name: Orientation de la main
dtype: string
- name: Outer Material
dtype: string
- name: Ouverture du diaphragme
dtype: string
- name: Photo Filter Effect Type
dtype: string
- name: Photo Filter Thread Size
dtype: string
- name: Photo Sensor Resolution
dtype: string
- name: 'Pile(s) / Batterie(s) :'
dtype: string
- name: Plate-forme du matériel informatique
dtype: string
- name: Platform
dtype: string
- name: Poids
dtype: string
- name: Poids de l'article
dtype: string
- name: Poids du produit
dtype: string
- name: Polar Pattern
dtype: string
- name: Prism Description
dtype: string
- name: Processor Description
dtype: string
- name: Processor Socket
dtype: string
- name: Puissance
dtype: string
- name: Puissance de la batterie
dtype: string
- name: Puissance de sortie maximale des haut-parleurs
dtype: string
- name: Rapport de forme
dtype: string
- name: Read Speed
dtype: string
- name: Real Angle Of View
dtype: string
- name: Refresh Rate
dtype: string
- name: Resolution
dtype: string
- name: Résistance
dtype: string
- name: Résolution d'enregistrement vidéo
dtype: string
- name: Résolution de l'appareil photo
dtype: string
- name: Résolution de l'écran
dtype: string
- name: Résolution vidéo
dtype: string
- name: Réutilisation
dtype: string
- name: Sample Rate
dtype: string
- name: Scanner Type
dtype: string
- name: Screen Surface Description
dtype: string
- name: Secondary Cache
dtype: string
- name: Shooting Modes
dtype: string
- name: Signal To Noise Ratio
dtype: string
- name: Speaker Type
dtype: string
- name: Speaker type
dtype: string
- name: Speed Class
dtype: string
- name: Stabilisation d'image
dtype: string
- name: Strap Type
dtype: string
- name: Style
dtype: string
- name: Style de tête
dtype: string
- name: Subwoofer Diameter
dtype: string
- name: Supported File Format
dtype: string
- name: Supported Standards
dtype: string
- name: Supports Bluetooth
dtype: string
- name: Surface Recommendation
dtype: string
- name: Système d'exploitation
dtype: string
- name: Taille
dtype: string
- name: Taille de la RAM installée
dtype: string
- name: Taille de la mémoire RAM
dtype: string
- name: Taille de télévision
dtype: string
- name: Taille du haut-parleur
dtype: string
- name: Taille maximale de la RAM
dtype: string
- name: Technologie de capteur photo
dtype: string
- name: Technologie de détection de mouvement
dtype: string
- name: Technologie d’affichage
dtype: string
- name: Telescope Mount Description
dtype: string
- name: Temps de réponse
dtype: string
- name: Tension
dtype: string
- name: Transfert de données
dtype: string
- name: Tripod Head Type
dtype: string
- name: Type d'alerte
dtype: string
- name: Type d'alimentation
dtype: string
- name: Type d'installation
dtype: string
- name: Type de casque
dtype: string
- name: Type de chipset
dtype: string
- name: Type de composant
dtype: string
- name: Type de connecteur
dtype: string
- name: Type de connectique
dtype: string
- name: Type de connectivité
dtype: string
- name: Type de câble
dtype: string
- name: Type de fermoir
dtype: string
- name: Type de focus
dtype: string
- name: Type de format de film
dtype: string
- name: Type de montage
dtype: string
- name: Type de mémoire de l'ordinateur
dtype: string
- name: Type de prise
dtype: string
- name: Type de prise d’alimentation
dtype: string
- name: Type de produit
dtype: string
- name: Type de source lumineuse
dtype: string
- name: Type de technologie sans fil
dtype: string
- name: Type de viseur
dtype: string
- name: Types de processeurs compatibles
dtype: string
- name: Video Output Interface
dtype: string
- name: Vitesse de rotation maximale
dtype: string
- name: Vitesse du processeur
dtype: string
- name: Voice Command
dtype: string
- name: Volts
dtype: string
- name: Warranty Type
dtype: string
- name: Water Resistance Depth
dtype: string
- name: Water Resistance Level
dtype: string
- name: Weight Limit
dtype: string
- name: Write Speed
dtype: string
- name: Zoom
dtype: string
- name: Zoom numérique
dtype: string
- name: Zoom optique
dtype: string
- name: du modèle de l'UC
dtype: string
- name: maximum Throw Distance
dtype: string
- name: maximum range
dtype: string
- name: séries
dtype: string
- name: Épaisseur du boîtier
dtype: string
- name: Équivalent ISO
dtype: string
- name: Étirement
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: 1509305235.25
num_examples: 6078
download_size: 1485160200
dataset_size: 1509305235.25
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
task_categories:
- text-classification
- text-retrieval
language:
- fra
Description
Cleaned version of the Digital Music subset (metadata folder) of XMRec dataset.
In particular, we have made the images available as PILs.
Possible use cases are :
- text classification, using the
categoriescolumn as a label - product recommendation using the
relatedcolumn - 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}}