metadata
dataset_info:
features:
- name: url
dtype: string
- name: repository_url
dtype: string
- name: labels_url
dtype: string
- name: comments_url
dtype: string
- name: events_url
dtype: string
- name: html_url
dtype: string
- name: id
dtype: int64
- name: node_id
dtype: string
- name: number
dtype: int64
- name: title
dtype: string
- name: user
struct:
- name: avatar_url
dtype: string
- name: events_url
dtype: string
- name: followers_url
dtype: string
- name: following_url
dtype: string
- name: gists_url
dtype: string
- name: gravatar_id
dtype: string
- name: html_url
dtype: string
- name: id
dtype: int64
- name: login
dtype: string
- name: node_id
dtype: string
- name: organizations_url
dtype: string
- name: received_events_url
dtype: string
- name: repos_url
dtype: string
- name: site_admin
dtype: bool
- name: starred_url
dtype: string
- name: subscriptions_url
dtype: string
- name: type
dtype: string
- name: url
dtype: string
- name: user_view_type
dtype: string
- name: labels
list:
- name: color
dtype: string
- name: default
dtype: bool
- name: description
dtype: string
- name: id
dtype: int64
- name: name
dtype: string
- name: node_id
dtype: string
- name: url
dtype: string
- name: state
dtype: string
- name: locked
dtype: bool
- name: assignee
struct:
- name: avatar_url
dtype: string
- name: events_url
dtype: string
- name: followers_url
dtype: string
- name: following_url
dtype: string
- name: gists_url
dtype: string
- name: gravatar_id
dtype: string
- name: html_url
dtype: string
- name: id
dtype: int64
- name: login
dtype: string
- name: node_id
dtype: string
- name: organizations_url
dtype: string
- name: received_events_url
dtype: string
- name: repos_url
dtype: string
- name: site_admin
dtype: bool
- name: starred_url
dtype: string
- name: subscriptions_url
dtype: string
- name: type
dtype: string
- name: url
dtype: string
- name: user_view_type
dtype: string
- name: assignees
list:
- name: avatar_url
dtype: string
- name: events_url
dtype: string
- name: followers_url
dtype: string
- name: following_url
dtype: string
- name: gists_url
dtype: string
- name: gravatar_id
dtype: string
- name: html_url
dtype: string
- name: id
dtype: int64
- name: login
dtype: string
- name: node_id
dtype: string
- name: organizations_url
dtype: string
- name: received_events_url
dtype: string
- name: repos_url
dtype: string
- name: site_admin
dtype: bool
- name: starred_url
dtype: string
- name: subscriptions_url
dtype: string
- name: type
dtype: string
- name: url
dtype: string
- name: user_view_type
dtype: string
- name: milestone
struct:
- name: closed_at
dtype: 'null'
- name: closed_issues
dtype: int64
- name: created_at
dtype: string
- name: creator
struct:
- name: avatar_url
dtype: string
- name: events_url
dtype: string
- name: followers_url
dtype: string
- name: following_url
dtype: string
- name: gists_url
dtype: string
- name: gravatar_id
dtype: string
- name: html_url
dtype: string
- name: id
dtype: int64
- name: login
dtype: string
- name: node_id
dtype: string
- name: organizations_url
dtype: string
- name: received_events_url
dtype: string
- name: repos_url
dtype: string
- name: site_admin
dtype: bool
- name: starred_url
dtype: string
- name: subscriptions_url
dtype: string
- name: type
dtype: string
- name: url
dtype: string
- name: user_view_type
dtype: string
- name: description
dtype: string
- name: due_on
dtype: 'null'
- name: html_url
dtype: string
- name: id
dtype: int64
- name: labels_url
dtype: string
- name: node_id
dtype: string
- name: number
dtype: int64
- name: open_issues
dtype: int64
- name: state
dtype: string
- name: title
dtype: string
- name: updated_at
dtype: string
- name: url
dtype: string
- name: comments
sequence: string
- name: created_at
dtype: timestamp[ns, tz=UTC]
- name: updated_at
dtype: timestamp[ns, tz=UTC]
- name: closed_at
dtype: timestamp[ns, tz=UTC]
- name: author_association
dtype: string
- name: active_lock_reason
dtype: float64
- name: body
dtype: string
- name: closed_by
struct:
- name: avatar_url
dtype: string
- name: events_url
dtype: string
- name: followers_url
dtype: string
- name: following_url
dtype: string
- name: gists_url
dtype: string
- name: gravatar_id
dtype: string
- name: html_url
dtype: string
- name: id
dtype: int64
- name: login
dtype: string
- name: node_id
dtype: string
- name: organizations_url
dtype: string
- name: received_events_url
dtype: string
- name: repos_url
dtype: string
- name: site_admin
dtype: bool
- name: starred_url
dtype: string
- name: subscriptions_url
dtype: string
- name: type
dtype: string
- name: url
dtype: string
- name: user_view_type
dtype: string
- name: reactions
struct:
- name: '+1'
dtype: int64
- name: '-1'
dtype: int64
- name: confused
dtype: int64
- name: eyes
dtype: int64
- name: heart
dtype: int64
- name: hooray
dtype: int64
- name: laugh
dtype: int64
- name: rocket
dtype: int64
- name: total_count
dtype: int64
- name: url
dtype: string
- name: timeline_url
dtype: string
- name: performed_via_github_app
dtype: float64
- name: state_reason
dtype: string
- name: draft
dtype: float64
- name: pull_request
struct:
- name: diff_url
dtype: string
- name: html_url
dtype: string
- name: merged_at
dtype: string
- name: patch_url
dtype: string
- name: url
dtype: string
- name: is_pull_request
dtype: bool
splits:
- name: train
num_bytes: 3189923
num_examples: 500
download_size: 841717
dataset_size: 3189923
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
license: mit
language:
- en
tags:
- github
- hf
- datasets
pretty_name: HF Datasets GitHub issues
size_categories:
- n<1K
Dataset Card for HF GitHub Dataset Issues with Comments
Table of Contents
- Dataset Description
- Dataset Summary
- Supported Tasks and Leaderboards
- Languages
- Dataset Structure
- Data Splits
- Dataset Creation
- Source Data
- Annotations
- Considerations for Using the Data
- Additional Information
Dataset Description
Dataset Summary
This dataset consists of GitHub issues with their associated comments, providing insight into discussions and problem-solving processes in open-source development. Each issue entry includes metadata, such as issue title, description, labels, timestamps, and a series of comments with author information and timestamps. This dataset is valuable for studying code review, bug tracking, community dynamics, and language modeling tasks involving conversational threads.
Supported Tasks and Leaderboards
- Text Classification: Classify issues and comments by topic or label, e.g., "bug," "feature request."
- Sentiment Analysis: Determine the sentiment of issue comments to gauge user satisfaction or frustration.
- Named Entity Recognition (NER): Identify technical terms, libraries, or code references within issue descriptions and comments.
- Summarization: Generate summaries of discussions for quick context on complex threads.
Languages
Primarily English (en), as GitHub is predominantly English-based, though some issues may contain multilingual comments.
Dataset Structure
Data Fields
- issue_id: Unique identifier for each GitHub issue.
- title: The title of the GitHub issue.
- description: Detailed description of the issue.
- labels: Labels associated with the issue (e.g., bug, enhancement).
- created_at: Timestamp when the issue was created.
- closed_at: Timestamp when the issue was closed (if applicable).
- comments: List of comments, each including:
- comment_id: Unique identifier for each comment.
- comment_body: Text content of the comment.
- comment_author: Username of the comment author.
- comment_created_at: Timestamp when the comment was created.
Example
{
"issue_id": "12345",
"title": "Error when running setup",
"description": "Steps to reproduce...",
"labels": ["bug", "setup"],
"created_at": "2022-08-01T12:34:56Z",
"closed_at": null,
"comments": [
{
"comment_id": "c1",
"comment_body": "I faced the same issue...",
"comment_author": "user123",
"comment_created_at": "2022-08-01T13:00:00Z"
},
...
]
}
Data Splits
This dataset may be split into training, validation, and test subsets based on issue ID, or by date ranges, to prevent data leakage between related issues or comments.
Dataset Creation
Curation Rationale
The dataset was created to support research and practical applications in software engineering, natural language processing, and community analysis. By aggregating issue discussions, we can better understand the collaborative problem-solving dynamics on GitHub.
Source Data
- Source: Data is sourced from public GitHub repositories.
- License: Open data sourced from GitHub’s API under GitHub’s terms of service.
Annotations
- Annotation Process: No manual annotation; data fields are collected directly from GitHub issues and comments.
- Annotation Statistics: Automatically gathered metadata (e.g., labels, timestamps, user comments).
Considerations for Using the Data
Social Impact of Dataset
This dataset aids in improving tools for open-source development and understanding community dynamics. However, comments may include sensitive discussions, which should be handled with privacy considerations.
Dataset Limitations
Some repositories may have data inconsistencies or missing fields, as issues and comments vary significantly in detail and style.
Ethical Considerations
Since comments are authored by individual users, avoid any misuse that could lead to user profiling or invasion of privacy. Consider GitHub’s data policies when redistributing or sharing this dataset.
Additional Information
Citation
Please cite this dataset as follows:
@dataset{hf_github_issues_comments,
title = {HF GitHub Dataset Issues with Comments},
author = {Raibek Tussupbekov},
year = {2024},
url = {https://huggingface.co/datasets/hf_github_issues_comments}
}
Contributions
Data collection by Raibek Tussupbekov. Special thanks to contributors who maintain public GitHub repositories, making this dataset possible.