Synthetic Hospital 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 Hospital Readmission Schema

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

Variable Schema

Loading schema...

Data Preview

First 9 rows (preview only)

patient_id	age	sex	admission_diagnosis	discharge_disposition	readmission_30d
P000001	72	Female	Heart Failure	Home	1
P000002	65	Male	Pneumonia	Rehab Facility	0
P000003	58	Female	Diabetes Complications	Home	0
P000004	77	Male	Stroke	Skilled Nursing Facility	1
P000005	69	Female	COPD	Home Health Care	0
P000006	61	Male	Kidney Failure	Dialysis Center	1
P000007	55	Female	Hypertension	Home	0
P000008	73	Male	Sepsis	ICU Step-down	1
P000009	64	Female	Arrhythmia	Home	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="hospital_readmission",
    rows=5000
)

df.to_csv("hospital_readmissions.csv")

Use Cases

Hospital operations analytics
Readmission prediction modeling
Healthcare systems research

Privacy-Safe Synthetic Dataset

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

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