Health Insurance Actuarial Playground: Telematics and Lapse Data

Health Insurance Actuarial Playground is a longitudinal dataset for actuarial modeling. The description suggests it contains data on telematics, policy lapse, censoring, and inflation. The dataset is hosted on Kaggle, but its specific origin, size, and update history are unknown.

Use Cases

• Modeling policy lapse risk based on longitudinal customer data.
• Analyzing telematics data to understand driving behavior and its impact on insurance claims.
• Studying the effects of inflation on insurance pricing and reserving.
• Handling censored data in survival analysis for insurance products.

Strengths

• The description indicates a longitudinal structure, which is suitable for time-series analysis.
• The dataset explicitly includes multiple actuarial concepts like telematics, lapse, and censoring.

Limitations

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