Smart Watch Health Data with Physiological Metrics

Smart Watch Health Data (Clean) is a dataset of physiological health metrics collected from smartwatch devices. The dataset has been cleaned, but its specific size, origin, and collection period are not provided. It was sourced from the Kaggle platform.

Use Cases

• Predicting health events based on physiological metrics mentioned in the description
• Analyzing correlations between different health metrics from wearable devices
• Training anomaly detection models for irregular physiological readings
• Benchmarking data cleaning and preprocessing techniques for sensor data

Strengths

• Data is described as clean, which suggests preprocessing for usability
• Focuses on physiological metrics, a key feature for health analysis

Limitations

• Row count and dataset scale are 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

Collection Method

Likely collected from smartwatch devices, but specific methodology is not detailed.