habedi/stack-exchange-dataset

---
license: cc
task_categories:
- text-classification
- question-answering
language:
- en
size_categories:
- 10K<n<100K
pretty_name: Stack Exchange -- Question Dataset
---

This dataset consists of three CSV files, namely: 'cs.csv', 'ds.csv', and 'p.csv'.
Each CSV file includes the data for the questions asked on a Stack Exchange (SE) question-answering community, from the creation of the community until May 2021.

- 'cs.csv' --> [Computer Science SE](https://cs.stackexchange.com/)
- 'ds.csv' --> [Data Science SE](https://datascience.stackexchange.com/)
- 'p.csv' --> [Political Science SE](https://politics.stackexchange.com/)

Each CSV file has the following columns:

- `id`: the question id
- `title`: the title of the question
- `body`: the body or text of the question
- `tags`: the list of tags assigned to the question
- `label`: a label indicating whether the question is resolved or not (0: not resolved; 1: resolved)

The dataset was used in these researches:

- [A deep learning-based approach for identifying unresolved questions on Stack Exchange Q&A communities through graph-based communication modelling](https://doi.org/10.1007/s41060-023-00454-0)
- [Survival analysis for user disengagement prediction: question-and-answering communities’ case](https://doi.org/10.1007/s13278-022-00914-8)

原始信息汇总

数据集概述

基本信息

• 许可证: cc
• 任务类别:
  • 文本分类
  • 问答
• 语言: 英语
• 数据集大小: 10K<n<100K
• 数据集名称: Stack Exchange -- Question Dataset

数据文件

• 文件列表:
  • cs.csv
  • ds.csv
  • p.csv

数据内容

• 来源: 来自Stack Exchange问答社区的问题数据，截止至2021年5月。
  • cs.csv: 来自Computer Science SE
  • ds.csv: 来自Data Science SE
  • p.csv: 来自Political Science SE

数据结构

• 列信息:
  • id: 问题ID
  • title: 问题标题
  • body: 问题内容
  • tags: 问题标签列表
  • label: 问题是否已解决的标签（0: 未解决; 1: 已解决）

研究应用

• 研究论文:
  • A deep learning-based approach for identifying unresolved questions on Stack Exchange Q&A communities through graph-based communication modelling
  • Survival analysis for user disengagement prediction: question-and-answering communities’ case