Duplicate from sharjeelyunus/github-issues-dataset

Co-authored-by: Sharjeel Yunus <sharjeelyunus@users.noreply.huggingface.co>

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README.md

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+---
+license: mit
+language:
+- en
+size_categories:
+- 100K<n<1M
+task_categories:
+- text-classification
+- text-retrieval
+tags:
+- github
+- issues
+- bug-tracking
+- multi-label
+- priority-classification
+- severity-classification
+pretty_name: GitHub Issues Dataset
+---
+
+# 📌 GitHub Issues Dataset
+[![Hugging Face Dataset](https://img.shields.io/badge/HuggingFace-Dataset-yellow)](https://huggingface.co/datasets/github-issues-dataset)
+
+📂 **Dataset Name**: `github-issues-dataset`  
+📊 **Total Issues**: **114073**  
+📜 **Format**: **Parquet (`.parquet`)**  
+🔍 **Source**: **GitHub Repositories (Top 100 Repos)**  
+
+---
+
+## 📖 Overview
+This dataset contains **114,073 GitHub issues** collected from the **top 100 repositories** on GitHub.  
+It is designed for **issue classification, severity/priority prediction, and AI/ML training**.
+
+### ✅ This dataset is useful for:
+- **AI/ML Training**: Fine-tune models for issue classification & prioritization.
+- **Natural Language Processing (NLP)**: Analyze software development discussions.
+- **Bug Severity Prediction**: Train models to classify issues as **Critical, Major, or Minor**.
+
+---
+
+## 📂 Dataset Structure
+The dataset is stored in **Parquet format (`github_issues_dataset.parquet`)** for **efficient storage and fast retrieval**.
+
+### **Columns in the Dataset:**
+
+| Column        | Type   | Description |
+|--------------|--------|-------------|
+| `id`         | `int`  | Github issue id |
+| `repo`       | `str`  | Repository name |
+| `title`      | `str`  | Issue title |
+| `body`       | `str`  | Issue description |
+| `labels`     | `list` | Assigned GitHub labels |
+| `priority`   | `str`  | Estimated priority (`high`, `medium`, `low`) |
+| `severity`   | `str`  | Estimated severity (`Critical`, `Major`, `Minor`) |
+
+---
+
+## 📥 Download & Use
+
+### Using `datasets` Library
+You can easily load this dataset using Hugging Face's `datasets` library:
+
+```python
+from datasets import load_dataset
+
+dataset = load_dataset("sharjeelyunus/github-issues-dataset")
+```
+
+---
+
+## 📊 Sample Data
+
+| id         | repo                | title                         | labels        | priority | severity |
+|------------|---------------------|-------------------------------|---------------|----------|----------|
+| 101        | `pytorch/pytorch`    | "RuntimeError: CUDA out of memory" | `["bug", "cuda"]` | high | Critical |
+| 102        | `tensorflow/tensorflow` | "Performance degradation in v2.9" | `["performance"]` | medium | Major |
+| 103        | `microsoft/vscode`   | "UI freeze when opening large files" | `["ui", "bug"]` | low | Minor |
+
+---
+
+## 🛠 How This Dataset Was Created
+1. **Collected open issues** from the **top 100 repositories** on GitHub.
+2. **Filtered only English issues** with **assigned labels**.
+3. **Processed priority and severity**:
+   - Used **labels** to determine **priority & severity**.
+   - Used **ML models** to predict missing priority/severity values.
+4. **Stored dataset in Parquet format** for **ML processing**.
+
+---
+
+## 🔍 Use Cases
+- **AI-Powered Bug Triage**: Train AI models to predict **priority & severity**.
+- **NLP Research**: Analyze software engineering discussions.
+
+---
+
+## 📜 License
+This dataset is open-source and **publicly available** under the **MIT License**.  
+Please cite this dataset if you use it in research.
+
+---
+
+## 📫 Feedback & Contributions
+- Found an issue? Open an **[issue](https://github.com/sharjeelyunus/github-issues-analyzer/issues)**.
+- Want to contribute? Feel free to **submit a PR**.
+- For any questions, reach out on **[Hugging Face Discussions](https://huggingface.co/datasets/sharjeelyunus/github-issues-dataset/discussions)**.
+
+---
+
+## ⭐ Support
+📌 **If you find this dataset useful, please like ❤️ the repository!**  
+🚀 **Happy Coding!** 🚀

github_issues_dataset.parquet

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