| --- |
| 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}} |
| ``` |
|
|
