Error code:   ConfigNamesError
Exception:    FileNotFoundError
Message:      Couldn't find a dataset script at /src/services/worker/ruanchaves/b2w-reviews01/b2w-reviews01.py or any data file in the same directory. Couldn't find 'ruanchaves/b2w-reviews01' on the Hugging Face Hub either: FileNotFoundError: [Errno 2] No such file or directory: '/datasets-server-cache/all/datasets/2023-06-06-20-29-09-dataset-config-names-ruanchaves-b2w-reviews0-3d80120c/downloads/bd8fc80d40423656052150d9b9ca1731efc92766fbb54db504c56f0aac43db33.71c03b35835253913ab4826a5e55fb038c9f336ba567f822799cf3929da186b1.py'
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/dataset/config_names.py", line 61, in compute_config_names_response
                  for config in sorted(get_dataset_config_names(path=dataset, use_auth_token=use_auth_token))
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/inspect.py", line 323, in get_dataset_config_names
                  dataset_module = dataset_module_factory(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/load.py", line 1215, in dataset_module_factory
                  raise FileNotFoundError(
              FileNotFoundError: Couldn't find a dataset script at /src/services/worker/ruanchaves/b2w-reviews01/b2w-reviews01.py or any data file in the same directory. Couldn't find 'ruanchaves/b2w-reviews01' on the Hugging Face Hub either: FileNotFoundError: [Errno 2] No such file or directory: '/datasets-server-cache/all/datasets/2023-06-06-20-29-09-dataset-config-names-ruanchaves-b2w-reviews0-3d80120c/downloads/bd8fc80d40423656052150d9b9ca1731efc92766fbb54db504c56f0aac43db33.71c03b35835253913ab4826a5e55fb038c9f336ba567f822799cf3929da186b1.py'

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Dataset Card for Dataset Name

Dataset Summary

B2W-Reviews01 is an open corpus of product reviews. It contains more than 130k e-commerce customer reviews, collected from the Americanas.com website between January and May, 2018. B2W-Reviews01 offers rich information about the reviewer profile, such as gender, age, and geographical location. The corpus also has two different review rates:

the usual 5-point scale rate, represented by stars in most e-commerce websites,
a "recommend to a friend" label, a "yes or no" question representing the willingness of the customer to recommend the product to someone else.

Supported Tasks and Leaderboards

Sentiment Analysis
Topic Modeling

Languages

Portuguese

Dataset Structure

Data Instances

{'submission_date': '2018-01-02 06:23:22',
 'reviewer_id': '6adc7901926fc1697d34181fbd88895976b4f3f31f0102d90217d248a1fad156',
 'product_id': '123911277',
 'product_name': 'Triciclo Gangorra Belfix Cabeça Cachorro Rosa',
 'product_brand': 'belfix',
 'site_category_lv1': 'Brinquedos',
 'site_category_lv2': 'Mini Veículos',
 'review_title': 'O produto não foi entregue',
 'overall_rating': 1,
 'recommend_to_a_friend': 'Yes',
 'review_text': 'Incrível o descaso com o consumidor. O produto não chegou, apesar de já ter sido pago. Não recebo qualquer informação sobre onde se encontra o produto, ou qualquer compensação do vendedor.  Não recomendo.',
 'reviewer_birth_year': 1981,
 'reviewer_gender': 'M',
 'reviewer_state': 'RJ'}

Data Fields

submission_date: the date and time when the review was submitted. "%Y-%m-%d %H:%M:%S".
reviewer_id: a unique identifier for the reviewer.
product_id: a unique identifier for the product being reviewed.
product_name: the name of the product being reviewed.
product_brand: the brand of the product being reviewed.
site_category_lv1: the highest level category for the product on the site where the review is being submitted.
site_category_lv2: the second level category for the product on the site where the review is being submitted.
review_title: the title of the review.
overall_rating: the overall star rating given by the reviewer on a scale of 1 to 5.
recommend_to_a_friend: whether or not the reviewer would recommend the product to a friend (Yes/No).
review_text: the full text of the review.
reviewer_birth_year: the birth year of the reviewer.
reviewer_gender: the gender of the reviewer (F/M).
reviewer_state: the Brazilian state of the reviewer (e.g. RJ).

Data Splits

name	train
b2w-reviews01	132373

Citation Information

@inproceedings{real2019b2w,
  title={B2W-reviews01: an open product reviews corpus},
  author={Real, Livy and Oshiro, Marcio and Mafra, Alexandre},
  booktitle={STIL-Symposium in Information and Human Language Technology},
  year={2019}
}

Contributions

Thanks to @ruanchaves for adding this dataset.

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