Datasets:

Raibek
/

github-issues

---
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-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
- [Source Data](#source-data)
- [Annotations](#annotations)
- [Considerations for Using the Data](#considerations-for-using-the-data)
- [Additional Information](#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](https://docs.github.com/en/github/site-policy/github-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.

	---
	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-description)
	- [Dataset Summary](#dataset-summary)
	- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
	- [Languages](#languages)
	- [Dataset Structure](#dataset-structure)
	- [Data Splits](#data-splits)
	- [Dataset Creation](#dataset-creation)
	- [Source Data](#source-data)
	- [Annotations](#annotations)
	- [Considerations for Using the Data](#considerations-for-using-the-data)
	- [Additional Information](#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](https://docs.github.com/en/github/site-policy/github-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.