| --- |
| 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: archived_at |
| dtype: 'null' |
| - name: archived_by |
| dtype: 'null' |
| - 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: 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: float64 |
| - name: created_at |
| dtype: timestamp[us] |
| - 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: float64 |
| - 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: float64 |
| - name: labels_url |
| dtype: string |
| - name: node_id |
| dtype: string |
| - name: number |
| dtype: float64 |
| - name: open_issues |
| dtype: float64 |
| - name: state |
| dtype: string |
| - name: title |
| dtype: string |
| - name: updated_at |
| dtype: timestamp[us] |
| - name: url |
| dtype: string |
| - name: comments |
| dtype: int64 |
| - name: created_at |
| dtype: timestamp[s] |
| - name: updated_at |
| dtype: timestamp[s] |
| - name: closed_at |
| dtype: timestamp[s] |
| - 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: float64 |
| - 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: author_association |
| dtype: string |
| - name: issue_field_values |
| sequence: 'null' |
| - name: type |
| dtype: 'null' |
| - name: active_lock_reason |
| dtype: 'null' |
| - name: draft |
| dtype: bool |
| - name: pull_request |
| struct: |
| - name: diff_url |
| dtype: string |
| - name: html_url |
| dtype: string |
| - name: merged_at |
| dtype: timestamp[us] |
| - name: patch_url |
| dtype: string |
| - name: url |
| dtype: string |
| - 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: float64 |
| - 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: 'null' |
| - name: state_reason |
| dtype: string |
| - name: sub_issues_summary |
| struct: |
| - name: completed |
| dtype: float64 |
| - name: percent_completed |
| dtype: float64 |
| - name: total |
| dtype: float64 |
| - name: issue_dependencies_summary |
| struct: |
| - name: blocked_by |
| dtype: float64 |
| - name: blocking |
| dtype: float64 |
| - name: total_blocked_by |
| dtype: float64 |
| - name: total_blocking |
| dtype: float64 |
| - name: pinned_comment |
| dtype: 'null' |
| - name: is_pull_request |
| dtype: bool |
| - name: days_to_close |
| dtype: float64 |
| - name: label_names |
| sequence: string |
| splits: |
| - name: train |
| num_bytes: 19220900 |
| num_examples: 4900 |
| download_size: 4613131 |
| dataset_size: 19220900 |
| configs: |
| - config_name: default |
| data_files: |
| - split: train |
| path: data/train-* |
| license: other |
| task_categories: |
| - text-classification |
| - text-retrieval |
| language: |
| - en |
| tags: |
| - github-issues |
| - practice |
| pretty_name: GitHub Issues from huggingface/datasets |
| size_categories: |
| - 1K<n<10K |
| --- |
| |
| # GitHub Issues – huggingface/datasets (raw) |
|
|
| ## Dataset Summary |
| A corpus of GitHub issues and pull requests from the |
| [JPEG XL support](https://github.com/huggingface/datasets/issues/8537) repository. |
| Created as a practice exercise following AT1-Task01 and Hugging Face LLM Course ("Creating your own dataset"). |
|
|
| ## How the data was collected |
| - Source: GitHub REST API (`/repos/huggingface/datasets/issues`, `state=all`) |
| - Collected on: 2026-10-05 |
| - Pull requests are included; they can be identified by the `pull_request` field |
| (it is `None` for regular issues). |
| - This "raw" version keeps the original API fields with minimal processing |
| and does not include issue comments. |
|
|
| ## Data Collection Process |
| 1. **Authentication:** A read-only GitHub personal access token was stored in Kaggle Secret Key |
| , and loaded at runtime. It was never written into the notebook. |
| 2. **Collection:** Issues and pull requests were requested from the GitHub REST API |
| using Python `requests`, page by page, staying within GitHub's rate limit of 5,000 requests per hour. |
| 4. **Raw storage:** Responses were saved as a JSON Lines file. |
| 5. **Loading:** The file was loaded with `datasets.load_dataset. |
| 6. **Cleaning:** 100 duplicate records (caused by a pagination error) were removed using |
| `number` as a unique key. |
| 7. **Augmentation:** Derived fields were added. |
| 8. **Publishing:** The dataset was pushed to the Hugging Face Hub with `push_to_hub()`, |
| authenticated with a Hugging Face write token stored in Secret Keys. |
| |
| ## Dataset Structure |
| Each row is one issue or pull request. |
| Key fields: |
| - `number` – issue/PR number |
| - `title` – title |
| - `body` – description text |
| - `labels` – GitHub labels |
| - `state` – open or closed |
| - `created_at`, `closed_at` – timestamps |
| - `pull_request` – present only for pull requests |
|
|
| ## Intended Uses |
| - Learning to build and share datasets with 🤗 Hugging Face Datasets |
| - Exploring how long issues take to close |
| - Multilabel classification of issue labels |
| - Semantic search over issues |
|
|
| ## Storage, Locations and Versioning |
| | Item | Location | Versioning | |
| | Published dataset | https://huggingface.co/datasets/Color0106/github-raw | Hugging Face commit history (Files and versions → History) | |
| | Raw data | Collection date: [2026-10-05] | |
| | Notebook 1 – Collection & augmentation | [Kaggle Notebook] | [Ver 1 / 2026-10-05] | |
| | Notebook 2 – Transformers pipeline | [Colab Notebook] | [Ver 2 / 2026/10/18] | |
| | Notebook 3 – Semantic search (FAISS) | [Colab Notebook] | [Ver 1 / 2026/10/18] | |
| | Access tokens | Kaggle Secrets / Colab Secrets — not stored in any file | Expire on [2026/12/05] | |
|
|
| ## Limitations |
| - A snapshot in time; newer issues are not included. |
| - Only a subset of all issues was collected. |
| - Text was written by GitHub users and may contain usernames, code, and links. |
|
|
| ## Legal and Policy Compliance |
| | Legislation / code / policy | How it applies | How this project complies | |
|
|
| | *Privacy Act 1988* (Cth) – Australian Privacy Principles | Usernames, profile links and free text may contain personal information |
| | Data limited to what is needed for the task; personal information is not used to profile individuals;| |
|
|
| | *Copyright Act 1968* (Cth) | Issue text is written by GitHub users and is their work | No new licence is claimed; content is attributed and used for education | |
| | GitHub Terms of Service and API terms | Governs use of GitHub content and the API | Official API used, rate limits respected, source attributed | |
|
|
| | Hugging Face Content Policy | Governs what can be published on the Hub | Dataset contains public, non-sensitive technical discussion | |
|
|
| | North Metropolitan TAFE data storage and management policy | |
|
|
| ## License |
| Issue content belongs to the original GitHub authors and is subject to |
| [GitHub's Terms of Service](https://docs.github.com/en/site-policy/github-terms/github-terms-of-service). |
|
|
| Shared here for educational purposes. |
|
|
| ## References |
| - Gebru, T., Morgenstern, J., Vecchione, B., Vaughan, J. W., Wallach, H., Daumé III, H., & Crawford, K. (2021). |
| Datasheets for datasets. *Communications of the ACM, 64*(12), 86–92. https://doi.org/10.1145/3458723 |
| - GitHub. (n.d.). *REST API endpoints for issues*. https://docs.github.com/en/rest/issues |
| - GitHub. (n.d.). *GitHub Terms of Service*. https://docs.github.com/en/site-policy/github-terms/github-terms-of-service |
| - huggingface/datasets GitHub repository. https://github.com/huggingface/datasets |
| - Hugging Face. (n.d.). *LLM Course*: Creating your own dataset (Ch. 5.5), Behind the pipeline (Ch. 2.2), |
| Semantic search with FAISS (Ch. 5.6). https://huggingface.co/learn/llm-course |
| - [Model used in Task 2, e.g. distilbert/distilbert-base-uncased-finetuned-sst-2-english]. Hugging Face. |
| - [Embedding model used in Task 3, e.g. sentence-transformers/multi-qa-mpnet-base-dot-v1]. Hugging Face. |
| - Office of the Australian Information Commissioner. (n.d.). *Australian Privacy Principles*. |
| https://www.oaic.gov.au/privacy/australian-privacy-principles |
| - *Copyright Act 1968* (Cth). |
| |
