license:mit size_categories:n<1K format:csv modality:tabular modality:text library:datasets library:pandas library:mlcroissant library:polars region:us infinite-dataset-hub synthetic
---
license: mit
tags:
- infinite-dataset-hub
- synthetic
---

# HealthVitalSigns

tags: anomaly detection, biometrics, prediction

_Note: This is an AI-generated dataset so its content may be inaccurate or false_

**Dataset Description:**

The 'HealthVitalSigns' dataset comprises biometric measurements collected from various wearable health monitoring devices. It includes heart rate, blood pressure, body temperature, and activity levels recorded over multiple time points for a cohort of subjects. This dataset is ideal for training machine learning models to detect anomalies in vital signs that could indicate potential health issues. Labels have been provided to classify the instances as 'normal' or 'anomaly'.

**CSV Content Preview:**

```
timestamp,subject_id,heart_rate,blood_pressure,body_temperature,activity_level,label
2023-01-01 08:00,001,72,120/80,98.6,low,normal
2023-01-01 08:15,001,75,122/82,98.7,medium,normal
2023-01-01 08:30,001,78,128/85,99.0,high,normal
2023-01-01 08:45,001,110,140/90,100.4,high,anomaly
2023-01-01 09:00,002,65,115/75,98.4,low,normal
2023-01-01 09:15,002,67,117/76,98.5,medium,normal
2023-01-01 09:30,002,70,120/79,98.6,medium,normal
2023-01-01 09:45,002,100,130/85,99.5,high,anomaly
2023-01-01 10:00,003,68,118/78,98.7,medium,normal
2023-01-01 10:15,003,70,120/80,98.8,low,normal
2023-01-01 10:30,003,72,125/82,99.0,low,normal
2023-01-01 10:45,003,105,135/90,100.0,high,anomaly
```

**Source of the data:**

The dataset was generated using the [Infinite Dataset Hub](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub) and microsoft/Phi-3-mini-4k-instruct using the query '':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=&dataset=HealthVitalSigns&tags=anomaly+detection,+biometrics,+prediction
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
