infinite-dataset-hub/BiometricHealthTrends

---
license: mit
tags:
- infinite-dataset-hub
- synthetic
---

# BiometricHealthTrends

tags: anomaly detection, healthcare, real-time analysis

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

**Dataset Description:** The BiometricHealthTrends dataset comprises time-series data related to patient biometric health markers collected from wearable devices. It includes heart rate, blood pressure, and sleep patterns, with each record annotated for anomaly detection in healthcare monitoring. The dataset supports real-time analysis for healthcare professionals to identify potential health issues promptly.

**CSV Content Preview:**

```
timestamp,heart_rate,blood_pressure,sleep_quality,activity_level,label
2023-01-01T00:00:00Z,78,120/80,Good,Moderate,Normal
2023-01-01T00:05:00Z,82,122/83,Good,Active,Normal
2023-01-01T00:10:00Z,76,118/79,Poor,Sedentary,Abnormal
2023-01-01T00:15:00Z,80,121/81,Fair,Moderate,Normal
2023-01-01T00:20:00Z,77,125/85,Poor,Active,Abnormal
```

**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=BiometricHealthTrends&tags=anomaly+detection,+healthcare,+real-time+analysis
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub

---
许可证：MIT
标签：
- 无限数据集中心（Infinite Dataset Hub）
- 合成数据集
---

# 生物特征健康趋势（BiometricHealthTrends）
标签：异常检测、医疗健康、实时分析

注意：本数据集由人工智能生成，内容可能存在不准确或虚假情况

**数据集说明**：生物特征健康趋势（BiometricHealthTrends）数据集包含从可穿戴设备采集的患者生物特征健康指标时序数据，涵盖心率、血压及睡眠模式等维度；每条记录均标注了用于医疗监测场景下的异常检测标签。本数据集可支持医疗从业者开展实时分析，以快速识别潜在健康风险。

**CSV内容预览**：

时间戳,心率,血压,睡眠质量,活动强度,标签
2023-01-01T00:00:00Z,78,120/80,良好,中度活动,正常
2023-01-01T00:05:00Z,82,122/83,良好,活跃,正常
2023-01-01T00:10:00Z,76,118/79,较差,久坐,异常
2023-01-01T00:15:00Z,80,121/81,一般,中度活动,正常
2023-01-01T00:20:00Z,77,125/85,较差,活跃,异常

**数据集来源**：
本数据集借助[无限数据集中心（Infinite Dataset Hub）](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub)与微软（Microsoft）的Phi-3-mini-4k-instruct模型生成，所用查询语句为空：
- **数据集生成页面**：https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=&dataset=BiometricHealthTrends&tags=anomaly+detection,+healthcare,+real-time+analysis
- **所用模型**：https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **更多数据集**：https://huggingface.co/datasets?other=infinite-dataset-hub