SEACrowd/id_google_play_review

印尼Google Play评论数据集，数据来源于Google Play上的电子商务应用，用于情感分析。总数据量为10041条，其中训练集7028条，验证集3012条。由Jakarta AI Research提供。

原始信息汇总

Id Google Play Review 数据集概述

基本信息

• 名称: Id Google Play Review
• 语言: 印尼语 (ind)
• 任务类别: 情感分析 (sentiment-analysis)
• 标签: 情感分析 (sentiment-analysis)
• 数据来源: 从Google Play上的电子商务应用中抓取
• 数据总量: 10041条
  • 训练集: 7028条
  • 验证集: 3012条
• 提供者: Jakarta AI Research

支持的任务

• 情感分析

数据集使用

使用 datasets 库

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

使用 seacrowd 库

python import seacrowd as sc

使用默认配置加载数据集

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

查看数据集的所有可用子集（配置名称）

print(sc.available_config_names("id_google_play_review"))

使用特定配置加载数据集

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

数据集主页

• https://github.com/jakartaresearch/hf-datasets/tree/main/google-play-review/google-play-review

数据集版本

• 源版本: 1.0.0
• SEACrowd版本: 2024.06.20

数据集许可证

• CC-BY 4.0

引用

bibtex @misc{ research, title={Jakartaresearch/google-play-review · datasets at hugging face}, url={https://huggingface.co/datasets/jakartaresearch/google-play-review}, author={Research, Jakarta AI} }

@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} }