metadata

license: apache-2.0
task_categories:
  - graph-ml
  - text-generation
  - question-answering
language:
  - en
tags:
  - healthcare
  - synthetic-data
  - medical-records
  - arangodb
  - graph-database
size_categories:
  - 10K<n<100K
pretty_name: SyntheticMass Health Data

SyntheticMass Health Data for ArangoDB Hackathon

🏆 Hackathon Context: Building the Next-Gen Agentic App with GraphRAG & NVIDIA cuGraph

This dataset has been specially processed for the ArangoDB Hackathon focused on building the future of Generative AI applications. The hackathon challenges participants to harness the power of graph technologies to create intelligent, adaptive systems using ArangoDB.

📊 Dataset Overview

This dataset contains processed CSV files from the SyntheticMass project, which provides synthetic patient medical records. The data has been extracted and transformed specifically for use with graph databases and AI applications.

📁 Files Included:

patients.csv - Core patient demographic information
conditions.csv - Patient health conditions and diagnoses
encounters.csv - Healthcare provider visits and encounters
observations.csv - Clinical observations and measurements
medications.csv - Prescribed medications and treatments
immunizations.csv - Vaccination records
procedures.csv - Medical procedures performed
allergies.csv - Patient allergy information
careplans.csv - Patient care planning documents

🔄 Data Processing

The original data has been processed through a series of steps:

Extraction from SyntheticMass FHIR 3.0.1 archives
Conversion to CSV format
Merging of multiple output files
Optimization for graph database ingestion

The complete data processing notebook can be found here: H_ArangoDB_Download_Extract_and_Merge_Data.ipynb

📚 Data Source

This dataset is derived from the SyntheticMass project:

Source: SyntheticMass Downloads
Version: SyntheticMass Data, Version 2 (24 May, 2017)
Original Format: FHIR 3.0.1, CSV, C-CDA
Original Size: 21GB

🔗 Use Cases

This dataset is particularly suitable for:

Building healthcare knowledge graphs
Developing RAG (Retrieval-Augmented Generation) applications
Training ML models for patient care prediction
Creating intelligent healthcare assistance systems
Demonstrating graph-based data relationships
Prototyping medical decision support systems

📝 Citation

If you use this dataset, please cite:

The original SyntheticMass project: synthea.mitre.org
This processed dataset version for the ArangoDB Hackathon

🛠 Getting Started

To use this dataset with ArangoDB:

Download the ZIP file
Extract the CSV files
Import into ArangoDB using the appropriate collection structure
Ensure proper relationship mapping between collections

⚖️ License

This dataset maintains the original SyntheticMass licensing terms while being provided for hackathon use. Please refer to SyntheticMass licensing for complete terms.

🤝 Contributing

For questions or contributions regarding this processed dataset, please visit the GitHub repository.

Dataset prepared by ajitonelson for the ArangoDB Hackathon