SEACrowd/karonese_sentiment

Karonese Sentiment数据集是通过从Twitter上抓取的与Karonese相关的推文构建的，抓取时间从2021年1月1日到2021年10月31日。首次抓取过程使用了与Karonese相关的关键词，如deleng sinabung, Sinabung mountain, mejuah-juah, greeting welcome, Gundaling等。由于使用这些关键词获取的推文数量不足，第二次抓取过程基于几个标签进行，如#kalakkaro, #antonyginting, 和#lyodra。数据集支持情感分析任务，语言为btx（Karonese）。

The Karonese Sentiment dataset was constructed by crawling tweets related to Karonese from Twitter between January 1, 2021, and October 31, 2021. The first crawling process used keywords related to Karonese, such as deleng sinabung, Sinabung mountain, mejuah-juah, greeting welcome, Gundaling, and so on. Due to the insufficient number of tweets obtained using such keywords, a second crawling process was done based on several hashtags, such as #kalakkaro, #antonyginting, and #lyodra. The dataset supports sentiment analysis tasks and is in the btx (Karonese) language.

原始信息汇总

数据集概述

语言

• btx

任务类别

• 情感分析

数据集描述

• 数据集从Twitter上爬取，时间范围为2021年1月1日至2021年10月31日。
• 初始爬取使用与Karonese相关的关键词，如"deleng sinabung, Sinabung mountain", "mejuah-juah, greeting welcome", "Gundaling"等。
• 由于关键词获取的推文数量不足，进行了第二次爬取，使用多个话题标签，如#kalakkaro, ##antonyginting, 和#lyodra。

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/karonese_sentiment", 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("karonese_sentiment", schema="seacrowd")

检查数据集的所有可用子集（配置名称）

print(sc.available_config_names("karonese_sentiment"))

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

数据集许可证

• 未知

引用

• 如果使用Karonese Sentiment数据集，请引用以下内容： plaintext @article{karo2022sentiment, title={Sentiment Analysis in Karonese Tweet using Machine Learning}, author={Karo, Ichwanul Muslim Karo and Fudzee, Mohd Farhan Md and Kasim, Shahreen and Ramli, Azizul Azhar}, journal={Indonesian Journal of Electrical Engineering and Informatics (IJEEI)}, volume={10}, number={1}, pages={219--231}, year={2022} }

@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} }