Update README.md

README.md

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----
-license: mit
----
+---
+task_categories:
+- text-generation
+- text-classification 
+- summarization
+- question-answering
+- topic-modeling
+- historical-analysis
+tags:
+- technology
+- open-source
+- linux
+- hardware
+- software
+- journalism
+- benchmarks
+- performance
+- phoronix
+- temporal-data
+- news-articles
+license: mit
+---
+# Phoronix Articles Dataset: The Archive of Open-Source Computing Journalism
+
+**The definitive dataset of Phoronix - your gateway to years of open-source hardware/software evolution, performance analysis, and Linux ecosystem journalism.**
+
+## 🚀 What's Inside?
+
+This dataset contains the complete archive of Phoronix articles - from bleeding-edge hardware launches to deep-dive Linux kernel analysis. Perfect for researchers, developers, and AI enthusiasts who need high-quality technical content.
+
+```python
+# Example entry showcasing the rich structure
+{
+  "url": "https://www.phoronix.com/news/AMD-More-Cyan-Skillfish-2025",
+  "title": "AMD Prepares Linux Driver Support For New APUs Still Relying On RDNA1 Graphics",
+  "author": "Michael Larabel", 
+  "content": "It looks like AMD is preparing to introduce some new APUs/SoCs still relying on RDNA1-based graphics...",
+  "comments_count": 25,
+  "scraped_at": 1760718775.1247177
+}
+```
+
+## 📈 Dataset Statistics
+
+- **Total Articles**: 50,000+ articles (estimated)
+- **Time Span**: 2004 to 2024 (20+ years of coverage)
+- **Authors**: Primarily Michael Larabel + contributors
+- **Content**: Full article text with metadata
+- **Format**: JSON Lines (.jsonl) - optimized for streaming
+
+## 🎯 Why This Dataset Rocks
+
+### 🏗️ **Build Better AI Models**
+- **Technical NLP**: Train models on real-world hardware/software discourse
+- **Temporal Analysis**: Track technology adoption curves across 20+ years
+- **Domain-Specific LLMs**: Perfect foundation for open-source focused language models
+
+### 🔬 **Research Powerhouse**
+- **Tech Trend Analysis**: From AMD vs Intel battles to the rise of ARM servers
+- **Open-Source Ecosystem Mapping**: Follow Linux, GNOME, Debian, Arch evolution
+- **Hardware Journalism Studies**: Analyze technical writing patterns over time
+
+### 💡 **Solve Real Problems**
+- **Benchmark Intelligence**: Extract performance insights across CPU/GPU generations
+- **Release Tracking**: Monitor Linux distro, kernel, and driver developments  
+- **Community Engagement**: Study comment patterns on technical articles
+
+## 🔍 Data Structure
+
+```python
+{
+  "url": "string",           # Full article URL
+  "title": "string",         # Article title
+  "author": "string",        # Author name (mostly Michael Larabel)
+  "content": "string",      # Full article text with original formatting
+  "comments_count": int,    # Number of comments (engagement metric)
+  "scraped_at": float       # UNIX timestamp of collection
+}
+```
+
+## 🛠️ Quick Start
+
+```python
+from datasets import load_dataset
+
+dataset = load_dataset("nick007x/phoronix-articles")
+
+# Explore the treasure trove
+print(f"Loaded {len(dataset['train'])} articles spanning decades of tech journalism!")
+print(dataset['train'][0])  # Peek at the first article
+```
+
+## 🚀 Advanced Usage
+
+```python
+# Analyze hardware coverage trends
+dataset = load_dataset("nick007x/phoronix-articles", split="train")
+
+hardware_articles = [article for article in dataset 
+                    if any(term in article['title'].lower() 
+                          for term in ['amd', 'intel', 'nvidia', 'arm', 'radeon'])]
+
+print(f"Found {len(hardware_articles)} hardware-focused articles")
+
+# Track author contributions
+from collections import Counter
+authors = Counter(article['author'] for article in dataset)
+print(f"Top authors: {authors.most_common(5)}")
+
+# Temporal analysis
+import datetime
+dates = [datetime.datetime.fromtimestamp(article['scraped_at']).year 
+         for article in dataset]
+print(f"Coverage from {min(dates)} to {max(dates)}")
+```
+
+## ⚠️ Important Notes
+
+- **Copyright**: Article content belongs to Phoronix Media
+- **Intended Use**: Research, analysis, and AI training
+- **Commercial Use**: Check Phoronix's terms of service
+- **Attribution**: Please credit Phoronix when using their content
+- **Data Quality**: Clean UTF-8 text with original formatting preserved
+
+## 📜 License
+
+This dataset is released under the **MIT License** - use it for research, commercial projects, or whatever brilliant idea you have next!
+
+## 🤝 Citation
+
+If this dataset powers your research or project, please cite:
+
+```bibtex
+@dataset{phoronix_articles_2025,
+  title = {Phoronix Articles Dataset},
+  author = {nick007x},
+  year = {2025},
+  publisher = {Hugging Face},
+  url = {https://huggingface.co/datasets/nick007x/phoronix-articles}
+}
+```
+
+## 🌟 Perfect For
+
+- **AI Researchers** building domain-specific language models
+- **Data Scientists** analyzing technology adoption trends  
+- **Open-Source Developers** understanding ecosystem evolution
+- **Tech Historians** studying computing journalism
+- **Students** learning about hardware/software landscape