SEACrowd/sentiment_nathasa_review

Sentiment Nathasa Review数据集是一个用于情感分析任务的客户评论数据集，包含19,253个样本，分为7个情感类别：804个喜悦、43个惊讶、154个愤怒、61个恐惧、287个悲伤、167个厌恶和17,736个无情感。数据集的语言为印度尼西亚语（ind）。

The Sentiment Nathasa Review dataset is a customer emotion dataset for sentiment analysis tasks, containing 19,253 samples divided into 7 emotion categories: 804 joy, 43 surprise, 154 anger, 61 fear, 287 sad, 167 disgust, and 17,736 no-emotions. The dataset is in Indonesian (ind).

原始信息汇总

数据集概述

基本信息

• 名称: Sentiment Nathasa Review
• 语言: 印尼语 (ind)
• 任务类别: 情感分析
• 标签: 情感分析

数据集详情

• 样本数量: 19,253个样本
• 类别分布:
  • 喜悦: 804
  • 惊讶: 43
  • 愤怒: 154
  • 恐惧: 61
  • 悲伤: 287
  • 厌恶: 167
  • 无情感: 17,736

支持任务

• 情感分析

数据集使用

使用 datasets 库

python from datasets import load_dataset dset = datasets.load_dataset("SEACrowd/sentiment_nathasa_review", trust_remote_code=True)

使用 seacrowd 库

python import seacrowd as sc

加载数据集使用默认配置

dset = sc.load_dataset("sentiment_nathasa_review", schema="seacrowd")

检查数据集的所有可用子集（配置名称）

print(sc.available_config_names("sentiment_nathasa_review"))

使用特定配置加载数据集

dset = sc.load_dataset_by_config_name(config_name="<config_name>")

数据集版本

• 源版本: 1.0.0
• SEACrowd版本: 2024.06.20

数据集许可

• 许可: 未知

引用

bibtex @article{nurlaila2018classification, title={CLASSIFICATION OF CUSTOMERS EMOTION USING NA{"I}VE BAYES CLASSIFIER (Case Study: Natasha Skin Care)}, author={Nurlaila, Afifah and Wiranto, Wiranto and Saptono, Ristu}, journal={ITSMART: Jurnal Teknologi dan Informasi}, volume={6}, number={2}, pages={92--97}, year={2018} }

@article{lovenia2024seacrowd, title={SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages}, author={Holy Lovenia and Rahmad Mahendra and Salsabil Maulana Akbar and Lester James V. Miranda and Jennifer Santoso and Elyanah Aco and Akhdan Fadhilah and Jonibek Mansurov and Joseph Marvin Imperial and Onno P. Kampman and Joel Ruben Antony Moniz and Muhammad Ravi Shulthan Habibi and Frederikus Hudi and Railey Montalan and Ryan Ignatius and Joanito Agili Lopo and William Nixon and Börje F. Karlsson and James Jaya and Ryandito Diandaru and Yuze Gao and Patrick Amadeus and Bin Wang and Jan Christian Blaise Cruz and Chenxi Whitehouse and Ivan Halim Parmonangan and Maria Khelli and Wenyu Zhang and Lucky Susanto and Reynard Adha Ryanda and Sonny Lazuardi Hermawan and Dan John Velasco and Muhammad Dehan Al Kautsar and Willy Fitra Hendria and Yasmin Moslem and Noah Flynn and Muhammad Farid Adilazuarda and Haochen Li and Johanes Lee and R. Damanhuri and Shuo Sun and Muhammad Reza Qorib and Amirbek Djanibekov and Wei Qi Leong and Quyet V. Do and Niklas Muennighoff and Tanrada Pansuwan and Ilham Firdausi Putra and Yan Xu and Ngee Chia Tai and Ayu Purwarianti and Sebastian Ruder and William Tjhi and Peerat Limkonchotiwat and Alham Fikri Aji and Sedrick Keh and Genta Indra Winata and Ruochen Zhang and Fajri Koto and Zheng-Xin Yong and Samuel Cahyawijaya}, year={2024}, eprint={2406.10118}, journal={arXiv preprint arXiv: 2406.10118} }