README.md

metadata

dataset_info:
  features:
    - name: reviewerID
      dtype: string
    - name: asin
      dtype: string
    - name: reviewerName
      dtype: string
    - name: reviewText
      dtype: string
    - name: overall
      dtype: float64
    - name: summary
      dtype: string
    - name: cleanReviewTime
      dtype: string
    - name: reviewTime
      dtype: string
  splits:
    - name: train
      num_bytes: 178626
      num_examples: 458
  download_size: 121469
  dataset_size: 178626
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*
task_categories:
  - text-classification
language:
  - fra

Description

Cleaned version of the Automotive subset (reviews folder) of XMRec dataset.

Columns meaning:

• asin is a code which can be used as a key to merge the dataset with XMRec_metadata_fr_Automotive containing all the informations about the product to which the customer review refers
• summary is the term used in the original dataset, can be seen as a preview of the review
• reviewText contains the text of the review
• overall is the customer's rating of the product

This dataset is intended to be used for text classification.

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}}