Data Downloads

Download SgTxGNN datasets for research use.

---

Prediction Data

Unified Predictions

All drug repurposing predictions with source and confidence information.

File	Format	Size	Records
unified_predictions.csv	CSV	~3 MB	31,543

Columns:

• drugbank_id: DrugBank identifier
• drug_name: Generic drug name
• disease_name: Predicted indication
• score: Confidence score (0-1)
• source: Prediction method (KG, DL, KG+DL)

Drug List

Complete list of analysed drugs with metadata.

File	Format	Size	Records
drugs.json	JSON	~500 KB	745
drugs.csv	CSV	~100 KB	745

---

Search Index

Full searchable index for the website.

File	Format	Size	Entries
search-index.json	JSON	~5 MB	31,543

---

FHIR Resources

FHIR R4 resources available via API:

# CapabilityStatement
curl https://sgtxgnn.yao.care/fhir/metadata

# MedicationKnowledge
curl https://sgtxgnn.yao.care/fhir/MedicationKnowledge/DB00945

# ClinicalUseDefinition
curl https://sgtxgnn.yao.care/fhir/ClinicalUseDefinition/DB00945-indication-1

---

Mapping Files

Drug Mapping

HSA drugs to DrugBank mappings.

File	Format	Description
drug_mapping.csv	CSV	HSA → DrugBank

Disease Mapping

Disease name normalisation.

File	Format	Description
disease_mapping.csv	CSV	Local → Standard

---

Bulk Download

Download complete dataset:

# Clone repository
git clone https://github.com/yao-care/SgTxGNN.git

# Data is in data/processed/
ls SgTxGNN/data/processed/

---

Data Format Details

CSV Format

• Encoding: UTF-8
• Delimiter: Comma
• Quote character: Double quote
• Header: First row

JSON Format

{
  "drugs": [
    {
      "drugbank_id": "DB00945",
      "name": "Aspirin",
      "predictions": [...]
    }
  ]
}

---

Usage Terms

Academic Use

Free for academic and research purposes with citation:

@software{sgtxgnn2026,
  author = {Yao.Care},
  title = {SgTxGNN: Drug Repurposing Predictions for Singapore},
  year = 2026,
  url = {https://sgtxgnn.yao.care}
}

Commercial Use

Contact for commercial licensing.

Attribution

Please cite both SgTxGNN and the original TxGNN paper when using this data.

---

Data Updates

Version	Date	Changes
1.0.0	March 2026	Initial release

Subscribe to GitHub releases for update notifications.

---

Research Use Only
This data is provided for research purposes. Predictions have not been clinically validated. See Data Sources for licensing details.