Abstract
"Simulated sensor data from wearable IoT devices for remote patient health monitoring. Includes vital signs (temperature, blood pressure, heart rate) with timestamps and device battery levels."
Description
Dataset Overview
Comprehensive dataset simulating real-time health monitoring through IoT wearable devices. Designed for developing remote patient monitoring systems and predictive healthcare analytics applications.
Vital Signs Measurements
- Temperature: Body temperature in degrees Celsius (°C)
- Systolic Blood Pressure: Upper blood pressure reading (mmHg)
- Diastolic Blood Pressure: Lower blood pressure reading (mmHg)
- Heart Rate: Beats per minute (bpm)
Device Information
- Patient ID: Unique patient identifier
- Sensor ID: Individual sensor device identifier
- Sensor Type: Category of measurement device
- Timestamp: Date and time of each reading
- Device Battery Level: Battery percentage of wearable device
Target Variables
- Target Blood Pressure: Predefined BP goals for patient
- Target Heart Rate: Optimal HR range for monitoring
- Target Health Status: Classification (healthy, observation, medical attention)
Data Characteristics
- Records: 200+ timestamped sensor readings
- Features: 13 columns
- Time Period: January 2024 continuous monitoring
- File Size: 17.78 KB
Applications
Remote patient monitoring systems, chronic disease management, early warning systems for health deterioration, telemedicine platforms, and IoT healthcare device evaluation.
Data Preview
| Patient_ID | Timestamp | Sensor_Type | Temperature_C | Systolic_BP_mmHg | Diastolic_BP_mmHg | Heart_Rate_bpm | Device_Battery_% | Target_Health_Status |
|---|---|---|---|---|---|---|---|---|
| P1064 | 2024-01-01 08:00 | Temperature | 36.8 | 120 | 80 | 72 | 85 | Healthy |
| P1957 | 2024-01-01 08:15 | Blood Pressure | 37.1 | 145 | 95 | 88 | 78 | Observation |
| P2850 | 2024-01-01 08:30 | Heart Rate | 36.5 | 118 | 78 | 65 | 92 | Healthy |
Showing first few rows for preview
Cite This Dataset
Kaggle (2026). Healthcare IoT Wearable Sensor Dataset. [Dataset]. Kaggle. https://www.kaggle.com/datasets/ziya07/healthcare-iot-data
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Original source: Kaggle (2026). Visit official page for more details.
Indexed by IoTDataset.com on Jan 14, 2026
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