FitBit Heart Rate Measurements Over Time

Heart rate measurements in beats per minute collected from multiple individuals over varying days and times. The dataset contains three columns: unique participant IDs, timestamps, and heart rate values. It was contributed by Mobius and is licensed under CC0-1.0.

Use Cases

• Study the effects of time of day on heart rate variability based on timestamped measurements.
• Analyze individual heart rate patterns for personalized health recommendations based on anonymized participant data.
• Develop heart rate monitoring applications based on real-world BPM data from wearable devices.
• Conduct temporal heart rate variability studies based on the sequence of measurements.

Strengths

• Sample heart rate values range from 55 to 92 BPM, indicating captured variability.
• Timestamps include date and time with AM/PM formatting for temporal context.
• Participant IDs are unique numerical identifiers, allowing for anonymized individual tracking.

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

Mobius via OpenML

Collection Method

Likely collected from wearable FitBit devices.

Time Range

Varying days and times; specific range unknown.

Freshness

Last updated date is unknown.

Geography

Spatial coverage is unknown.