心理智能算力疲劳状况分析数据

通过科学分析得到疲劳指数和疲劳等级，用于评估用户心理疲劳状况，作为是否需要介入心理辅导的参考，预防抑郁症、焦虑症等情绪疾病；同时还可用于辅助心理健康管理，帮助用户提升处理心理疲劳状况的能力和心理韧性，优化生活质量，为社会心理健康服务提供有效支持，推动全社会心理健康水平的提升。1、数据来源：采集了心理智能算力平台用户的工作单位、年纪、性别、平均心率、最大心率、最小心率。
2、数据处理：
通过心理学与生理学指标的综合测量和评估得到疲劳系数（K），计算疲劳指数=（（最大心率−最小心率）/（最大心率−平均心率））×100×k；根据疲劳指数范围，将疲劳等级划分为4个等级。
(1)疲劳等级较低（疲劳指数≤40）：请继续保持良好的生活方式。
(2)疲劳等级正常（40 < 疲劳指数 ≤ 60）：维持现有状态，注意适当调节。
(3)疲劳等级较高（60 < 疲劳指数 ≤ 80）：建议及时调整心态和生活方式，或寻求专业的心理辅导机构帮助。
(4)疲劳等级高（疲劳指数>80）：建议及时去专业医院就诊。

This dataset derives fatigue index and fatigue level through scientific analysis, which is used to evaluate users' psychological fatigue status, serve as a reference for determining whether psychological counseling intervention is needed, and prevent emotional disorders such as depression and anxiety. Meanwhile, it can also be used to assist mental health management, help users improve their ability to cope with psychological fatigue and psychological resilience, optimize quality of life, provide effective support for social mental health services, and promote the improvement of the overall mental health level of society.

1. Data Source: Data is collected on the working units, age, gender, average heart rate, maximum heart rate and minimum heart rate of users of the psychological intelligent computing platform.

2. Data Processing:
The fatigue coefficient (K) is obtained through comprehensive measurement and evaluation of psychological and physiological indicators. The fatigue index is calculated as: Fatigue Index = ((Maximum Heart Rate - Minimum Heart Rate) / (Maximum Heart Rate - Average Heart Rate)) × 100 × K.
According to the range of the fatigue index, the fatigue level is divided into 4 grades:
(1) Low Fatigue Level (Fatigue Index ≤ 40): Please continue to maintain a healthy lifestyle.
(2) Normal Fatigue Level (40 < Fatigue Index ≤ 60): Maintain the current status and pay attention to appropriate adjustment.
(3) Relatively High Fatigue Level (60 < Fatigue Index ≤ 80): It is recommended to adjust your mindset and lifestyle in a timely manner, or seek help from professional psychological counseling institutions.
(4) Severe Fatigue Level (Fatigue Index > 80): It is recommended to seek medical attention at a professional hospital promptly.