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Student Performance Factors

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www.kaggle.com2024-11-26 更新2025-01-16 收录
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https://www.kaggle.com/lainguyn123/student-performance-factors
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### Description This dataset provides a comprehensive overview of various factors affecting student performance in exams. It includes information on study habits, attendance, parental involvement, and other aspects influencing academic success. ### Column Descriptions | **Attribute** | **Description** | |----------------------------|---------------------------------------------------------------------------------| | **Hours_Studied** | Number of hours spent studying per week. | | **Attendance** | Percentage of classes attended. | | **Parental_Involvement** | Level of parental involvement in the student's education (Low, Medium, High). | | **Access_to_Resources** | Availability of educational resources (Low, Medium, High). | | **Extracurricular_Activities** | Participation in extracurricular activities (Yes, No). | | **Sleep_Hours** | Average number of hours of sleep per night. | | **Previous_Scores** | Scores from previous exams. | | **Motivation_Level** | Student's level of motivation (Low, Medium, High). | | **Internet_Access** | Availability of internet access (Yes, No). | | **Tutoring_Sessions** | Number of tutoring sessions attended per month. | | **Family_Income** | Family income level (Low, Medium, High). | | **Teacher_Quality** | Quality of the teachers (Low, Medium, High). | | **School_Type** | Type of school attended (Public, Private). | | **Peer_Influence** | Influence of peers on academic performance (Positive, Neutral, Negative). | | **Physical_Activity** | Average number of hours of physical activity per week. | | **Learning_Disabilities** | Presence of learning disabilities (Yes, No). | | **Parental_Education_Level** | Highest education level of parents (High School, College, Postgraduate). | | **Distance_from_Home** | Distance from home to school (Near, Moderate, Far). | | **Gender** | Gender of the student (Male, Female). | | **Exam_Score** | Final exam score. |

本数据集全面概述了影响学生考试成绩的多种因素。其中包含有关学习习惯、出勤率、家长参与度以及其他影响学术成功的各个方面信息。
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