Arbic Medical Q&A Dataset with Hierarchical Annotations
Dataset Description
This dataset contains Arabic medical question-answer pairs collected from altibbi.com for academic research purposes. This dataset is released for non-commercial research use only under the CC BY-NC 4.0 license.
Our Contribution
Our contribution consists of adding two new levels of annotations to create a hierarchical structure for the medical Q&A data, enabling more fine-grained analysis of medical question categorization, topic modeling, and healthcare information retrieval in Arabic.
Dataset Statistics
- Source: altibbi.com
- Language: Arabic
- Content Type: Medical question-answer pairs
- Size: 541k
- Collection Period: [December 2024 - March 2025]
- Format: CSV
- Annotation Levels: Level 1: Disciplines, Level 2: mid-Categories, Level 3: Specific condition]
Dataset Structure
Data Fields
question: The original medical question text (Arabic)answer: The corresponding medical answer text (Arabic)level_1_annotation: Coarse-grained Annotations in Hierarchical Structure Datasetlevel_2_annotation: Mid-level Annotations in Hierarchical Structure DatasetLevel_3_annotation: Fine-grained Annotations in Hierarchical Structure Dataset
Intended Use
This dataset is intended for non-commercial academic research in:
- Arabic natural language processing (NLP)
- Medical information retrieval
- Healthcare question classification and categorization
- Medical topic modeling
- Arabic medical named entity recognition
- Healthcare chatbot development (research only)
- Cross-lingual medical NLP studies
Limitations and Considerations
- Language: All content is in Arabic; results may not generalize to other languages
- Medical Context: Content reflects medical practices and terminology common in Arab countries
- Temporal Validity: Medical information may become outdated as medical knowledge evolves
- Not for Clinical Use: This dataset is for research purposes only and should not be used for clinical decision-making
- No Personal Information: The dataset contains no personally identifiable information (PII)
License
This dataset is released under the Creative Commons Attribution-Non Commercial 4.0 International License (CC BY-NC 4.0).
Key License Terms:
- ✅ You are free to: Share, copy, and adapt the material for non-commercial purposes
- ❌ Non-commercial use only: You may not use the material for commercial purposes
- ❌ No warranty: The dataset is provided "as is" without warranties of any kind
Full license text: https://creativecommons.org/licenses/by-nc/4.0/
Citation
If you use this dataset in your research, please cite:
Ethical Considerations
- All data was collected from publicly accessible pages without authentication
- No personally identifiable information (PII) is included in the dataset
- The dataset is intended solely for academic research purposes
- Users should be aware of potential biases in medical Q&A content
- Researchers should not use this data to provide medical advice or clinical services
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