Patient Appointment No-Show Prediction Dataset for Healthcare ML

A realistic healthcare dataset for predicting missed patient appointments using machine learning. The dataset is hosted on Kaggle, but specific details about its size, origin, and creation date are not provided. Its description indicates it is designed for building predictive models related to patient attendance.

Use Cases

• Predict patient no-show likelihood based on features mentioned in the description
• Analyze factors influencing appointment attendance in healthcare settings
• Build classification models to optimize clinic scheduling and resource allocation

Strengths

• Dataset is described as realistic for the healthcare domain
• Explicitly designed for machine learning tasks like prediction

Limitations

• Row count is unknown, which may limit suitability assessment
• Column-level documentation is absent; field semantics must be inferred after download
• Last update date is unknown; freshness unverified

Provenance

Source

Kaggle