Synthetic Survival Datasets

This page demonstrates the structure of synthetic datasets available in this category, including variable schema, preview data, and reproducibility using the Syntherx SDK.

Example Dataset

Example Survival Schema

Schema and example preview for datasets in this category, fetched from the blueprint API.

Variable Schema

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Data Preview

First 9 rows (preview only)

patient_id	age	sex	treatment_arm	survival_time	event_observed
P000001	64	Female	treatment	18.2	1
P000002	59	Male	control	12.5	1
P000003	71	Female	treatment	22.1	0
P000004	67	Male	control	9.8	1
P000005	52	Female	treatment	25.4	0
P000006	60	Male	control	14.3	1
P000007	55	Female	treatment	19.7	0
P000008	69	Male	control	11.2	1
P000009	62	Female	treatment	21.5	0

Reproduce This Dataset

Recreate this dataset in Python (Jupyter, Kaggle, or Google Colab) using the Syntherx SDK.

# Install Syntherx SDK
pip install syntherx

from syntherx import generate_dataset

df = generate_dataset(
    blueprint="oncology_survival_trial",
    rows=5000
)

df.to_csv("oncology_survival_trial.csv")

Use Cases

Survival analysis modeling
Oncology research
Time-to-event modeling

Privacy-Safe Synthetic Dataset

Contains no real patient data
Generated using statistical simulation
Designed for machine learning research

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