--- 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.