关于数据集

了解根本原因及其对当今学生的影响

关于数据集：

该数据集基于一项全国性调查，探究了学生压力的根本原因。它包含约 20 个关键特征，并根据科学方法将其归类为以下五个类别：

🧠 心理因素

• anxiety_level
• self_esteem
• mental_health_history
• depression

🏥 生理因素

• headache
• blood_pressure
• sleep_quality
• breathing_problem

🌆 环境因素

• noise_level
• living_conditions
• safety
• basic_needs

🎓 学术因素

• academic_performance
• study_load
• teacher_student_relationship
• future_career_concerns

🤝 社会因素

• social_support
• peer_pressure
• extracurricular_activities
• bullying

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大学生（18-21岁）压力与幸福感因素调查

📘 关于数据集：

该数据集收集了 843 名 18-21 岁大学生的调查问卷，内容涵盖他们在压力、健康、人际关系、学业和情绪健康方面的经历。这些问卷通过 Google 表单收集，采用五点李克特量表（“完全没有”至“非常”），并进行了匿名处理以保护隐私。

它可以对情绪和身体压力指标及其与学业成绩和生活方式因素的相关性进行细致的分析。

🔑 主要特点（部分）：

👤 人口统计

• Gender：编码为 0（男）、1（女）
• Age：数字年龄（18 至 21 岁）

🧠 情绪和压力指标

• Have you recently experienced stress in your life?
• Have you noticed a rapid heartbeat or palpitations?
• Have you been dealing with anxiety or tension recently?
• Do you face any sleep problems or difficulties falling asleep?
• Do you have trouble concentrating on your academic tasks?
• Have you been feeling sadness or low mood?
• Do you get irritated easily?
• Do you often feel lonely or isolated?

🩺 身体和健康指标

• Have you been getting headaches more often than usual?
• Have you been experiencing any illness or health issues?
• Have you gained/lost weight?

📚 学业和环境压力源

• Do you feel overwhelmed with your academic workload?
• Are you in competition with your peers, and does it affect you?
• Do you lack confidence in your academic performance?
• Do you lack confidence in your choice of academic subjects?
• Academic and extracurricular activities conflicting for you?
• Do you attend classes regularly?
• Are you facing any difficulties with your professors or instructors?
• Is your working environment unpleasant or stressful?
• Is your hostel or home environment causing you difficulties?

💬 社会与关系因素

• Do you find that your relationship often causes you stress?
• Do you struggle to find time for relaxation and leisure activities?

📌 目标变量

• Which type of stress do you primarily experience?: 良性压力、痛苦、无压力