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: Assemblage requis
dtype: string
- name: Closure Type
dtype: string
- name: Couleur
dtype: string
- name: Dimensions de l'article L x L x H
dtype: string
- name: Drill Point
dtype: string
- name: Forme
dtype: string
- name: Ink Color
dtype: string
- name: Item Volume
dtype: string
- name: Marque
dtype: string
- name: Matière
dtype: string
- name: Nombre de pièces
dtype: string
- name: Poids
dtype: string
- name: Poids de l'article
dtype: string
- name: Poids du produit
dtype: string
- name: Product Specifications (Unit)
dtype: string
- name: Produit à monter soi-même
dtype: string
- name: Style
dtype: string
- name: Taille
dtype: string
- name: Thème
dtype: string
- name: Type d'alimentation
dtype: string
- name: Type de produit végétal ou animal
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: Assemblage requis
dtype: string
- name: Batterie(s) / Pile(s) incluse(s)
dtype: string
- name: Batterie(s) / Pile(s) requise(s)
dtype: string
- name: Capacité
dtype: string
- name: Classement des meilleures ventes d'Amazon
sequence: string
- name: Color
dtype: string
- name: Composants inclus
dtype: string
- name: Composition
dtype: string
- name: Couleur
dtype: string
- name: Couleur d'encre
dtype: string
- name: Date de mise en ligne sur Amazon.fr
dtype: string
- name: Dimensions du colis
dtype: string
- name: Dimensions du produit (L x l x h)
dtype: string
- name: Dureté de mine
dtype: string
- name: Fabricant
dtype: string
- name: Is Discontinued By Manufacturer
dtype: string
- name: "Langue\_:"
dtype: string
- name: Longueur (cm)
dtype: string
- name: Manufacturer recommended age
dtype: string
- name: Marque
dtype: string
- name: Matière
dtype: string
- name: Matière principale
dtype: string
- name: Matériau
dtype: string
- name: Matériel
dtype: string
- name: Modèle fabricant
dtype: string
- name: Moyenne des commentaires client
sequence: string
- name: Nombre de pièces
dtype: string
- name: Nombre d’unités par article
dtype: string
- name: Notre recommandation d'âge
dtype: string
- name: Numéro de modèle
dtype: string
- name: Numéro du modèle
dtype: string
- name: Numéro du modèle de l'article
dtype: string
- name: Piles requises
dtype: string
- name: Poids
dtype: string
- name: Poids de l'article
dtype: string
- name: Poids maximum pouvant être supporté par le produit
dtype: string
- name: Produit à monter soi-même
dtype: string
- name: Période de plantation
dtype: string
- name: Quantité d'articles
dtype: string
- name: Référence
dtype: string
- name: Référence constructeur
dtype: string
- name: Référence fabricant
dtype: string
- name: Service
dtype: string
- name: Sport
dtype: string
- name: Style
dtype: string
- name: Taille
dtype: string
- name: Type de garantie
dtype: string
- name: Type de matériau
dtype: string
- name: Type de pointe
dtype: string
- name: Type de tissu
dtype: string
- name: Télécommande incluse
dtype: string
- name: Valeur(s) éducative(s)
dtype: string
- name: Volume
dtype: string
- name: Volume indicatif
dtype: string
- name: sellerPage
dtype: string
- name: amazon_badge
dtype: string
splits:
- name: train
num_bytes: 371323498
num_examples: 965
download_size: 370711691
dataset_size: 371323498
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
task_categories:
- text-classification
- text-retrieval
language:
- fra
Description
Cleaned version of the Arts Crafts and Sewing 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}}