ctoraman/misinformation-detection-tweets

---
license: cc
language:
- en
- tr
task_categories:
- text-classification
tags:
- misinformation-detection
- misinformation
- disinformation
- disinformation-detection
- misinfo
- fakenews
- fake-news
- tweets
size_categories:
- 10K<n<100K
---

Mide22 Dataset published at "Not Good Times for Lies: Misinformation Detection on the Russia-Ukraine War, COVID-19, and Refugees"

The dataset is composed of 10,348 tweets: 5,284 for English and 5,064 for Turkish. Tweets in the dataset cover different topics: the Russia-Ukraine war, COVID-19 pandemic, Refugees, and additional miscellaneous events. Three misinformation label of the tweet are also given. Since we follow Twitter's Terms and Conditions, we publish tweet IDs not the tweet content directly. Explanations of the columns of the file are as follows:

Column Name Description
Topic Topic of the tweet: Ukraine, Covid, Refugees or Misc
Event Event of the tweet: EN01-EN40 in English and TR01-TR40 in Turkish
Label Label of the tweet: True, False, or Other
Tweet_id Twitter ID of the tweet

Other details are at https://github.com/avaapm/mide22/

Citation

If you make use of this dataset, please cite following paper.

@misc{toraman2022good,
title={Not Good Times for Lies: Misinformation Detection on the Russia-Ukraine War, COVID-19, and Refugees},
author={Cagri Toraman and Oguzhan Ozcelik and Furkan Şahinuç and Fazli Can},
year={2022},
eprint={2210.05401},
archivePrefix={arXiv},
primaryClass={cs.SI}
}

原始信息汇总

Mide22 数据集

基本信息

• 许可证: cc
• 语言: 英语, 土耳其语
• 任务类别: 文本分类
• 标签:
  • 错误信息检测
  • 错误信息
  • 虚假信息
  • 虚假信息检测
  • 假新闻
  • 推文
• 数据量: 10K<n<100K

数据集描述

• 数据集组成: 包含10,348条推文，其中5,284条为英语，5,064条为土耳其语。
• 主题覆盖: 俄罗斯-乌克兰战争、COVID-19疫情、难民及相关杂项事件。
• 标签: 推文的错误信息标签包括True（真实）、False（虚假）和Other（其他）。
• 数据格式: 由于遵循Twitter的使用条款，仅发布推文ID，而非推文内容。

数据集列说明

• Topic: 推文主题（乌克兰、Covid、难民或杂项）
• Event: 推文事件（英语为EN01-EN40，土耳其语为TR01-TR40）
• Label: 推文标签（True, False, Other）
• Tweet_id: 推文ID

引用信息

• 论文标题: Not Good Times for Lies: Misinformation Detection on the Russia-Ukraine War, COVID-19, and Refugees
• 作者: Cagri Toraman, Oguzhan Ozcelik, Furkan Şahinuç, Fazli Can
• 年份: 2022
• arXiv链接: arXiv:2210.05401