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Datasets:
Wongnai
/
wongnai_reviews

Tasks:
Text Classification
Modalities:
Text
Formats:
parquet
Sub-tasks:
sentiment-classification
Languages:
Thai
Size:
10K - 100K
Libraries:
Datasets
pandas
License:
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metadata
annotations_creators: []
language_creators: []
languages:
  - th
licenses:
  - lgpl-3-0-only
multilinguality:
  - monolingual
size_categories:
  - 10K<n<100K
source_datasets:
  - original
task_categories:
  - text-classification
task_ids:
  - sentiment-classification

Dataset Card for Wongnai_Reviews

Dataset Description

Dataset Summary

The Wongnai Review dataset contains restaurant reviews and ratings, almost entirely in Thai language.

The reviews are in 5 classes ranging from 1 to 5 stars.

This dataset was featured in a Kaggle challenge https://www.kaggle.com/c/wongnai-challenge-review-rating-prediction/overview

Languages

Thai

Dataset Structure

Data Fields

  • review_body - text of review
  • star_rating - an integer star rating (1-5) or -1 (for test)

Data Splits

Designated train (40,000 reviews) and test (6,204) sets.

Source Data

Initial Data Collection and Normalization

Data was collected by Wongnai from business reviews on their website, and shared on GitHub and Kaggle.

Annotations

The reviews are users' own star ratings, so no additional annotation was needed.

Additional Information

Dataset Curators

Contributors to original GitHub repo:

  • Ekkalak Thongthanomkul
  • Tanapol Nearunchorn
  • Yuwat Chuesathuchon

Licensing Information

LGPL-3.0

Citation Information

See https://github.com/wongnai/wongnai-corpus