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--- |
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license: cc-by-nc-nd-4.0 |
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task_categories: |
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- text2text-generation |
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language: |
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- en |
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tags: |
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- sfia |
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- skills-framework |
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- taxonomy |
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- rag |
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- professional-skills |
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- json |
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pretty_name: SFIA 9 Framework Dataset |
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size_categories: |
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- n<1K |
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--- |
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# SFIA-9-Scraped Dataset |
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This repository contains the **SFIA-9-Scraped** dataset, a JSON collection of the Skills Framework for the Information Age (SFIA) version 9 categories and levels, scraped for non-commercial research use. |
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--- |
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## 🚀 Dataset Overview |
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* **Name:** SFIA-9-Scraped |
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* **Hugging Face:** [Programmer-RD-AI/sfia-9-scraped](https://huggingface.co/datasets/Programmer-RD-AI/sfia-9-scraped) |
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* **DOI:** 10.57967/hf/5746 |
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* **Author:** Ranuga Disansa Gamage |
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* **Revision:** 89feeb8 |
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* **Publisher:** Hugging Face |
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* **Year:** 2025 |
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Use this dataset to build RAG systems, taxonomy-driven search, skill-gap analytics, and other AI/ML applications focused on professional skill frameworks. |
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--- |
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## 📂 Data Structure |
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The dataset is provided as a single JSON file (`sfia_9_data.json`) with the following top-level structure: |
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```json |
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{ |
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"url": [ "...", "...", ... ], |
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"raw_content": [ "...", "...", ... ], |
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"images": [ "...", "...", ... ] |
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} |
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``` |
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* **url**: `array[string]` — list of page URLs for each scraped entry. |
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* **raw\_content**: `array[string]` — the extracted textual content from each URL. |
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* **images**: `array[string]` — list of image URLs associated with each entry. |
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--- |
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## ⚙️ Usage |
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Install the 🤗 Datasets library: |
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```bash |
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pip install datasets |
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``` |
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Load the dataset: |
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```python |
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from datasets import load_dataset |
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ds = load_dataset("Programmer-RD-AI/sfia-9-scraped") |
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print(ds["train"][0]) |
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``` |
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For RAG applications, integrate this dataset as your taxonomy source before chunking and embedding. |
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--- |
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## 📜 Citation |
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If you use this dataset in your research, please cite: |
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```bibtex |
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@misc{ranuga_disansa_gamage_2025, |
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author = {Ranuga Disansa Gamage}, |
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title = {sfia-9-scraped (Revision 89feeb8)}, |
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year = {2025}, |
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url = {https://huggingface.co/datasets/Programmer-RD-AI/sfia-9-scraped}, |
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doi = {10.57967/hf/5746}, |
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publisher = {Hugging Face} |
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} |
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``` |
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--- |
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## 📄 License |
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This dataset is released under the **Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)** license. Use for **non-commercial research** only. |
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[View license details](https://creativecommons.org/licenses/by-nc/4.0/) |
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--- |
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## 🤝 Acknowledgements |
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* **SFIA Foundation**: Original SFIA-9 framework content. |
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--- |
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## ✉️ Contact |
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For questions or contributions, open an issue or pull request on the [Hugging Face dataset page](https://huggingface.co/datasets/Programmer-RD-AI/sfia-9-scraped). |
