Student Performance Factors
Insights into Student Performance and Contributing Factors
@kaggle.lainguyn123_student_performance_factors
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About this Dataset
Student Performance Factors
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. |
Tables
Studentperformancefactors
@kaggle.lainguyn123_student_performance_factors.studentperformancefactors
- 61.52 kB
- 6,607 rows
- 20 columns
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CREATE TABLE studentperformancefactors (
"hours_studied" BIGINT,
"attendance" BIGINT,
"parental_involvement" VARCHAR,
"access_to_resources" VARCHAR,
"extracurricular_activities" VARCHAR,
"sleep_hours" BIGINT,
"previous_scores" BIGINT,
"motivation_level" VARCHAR,
"internet_access" VARCHAR,
"tutoring_sessions" BIGINT,
"family_income" VARCHAR,
"teacher_quality" VARCHAR,
"school_type" VARCHAR,
"peer_influence" VARCHAR,
"physical_activity" BIGINT,
"learning_disabilities" VARCHAR,
"parental_education_level" VARCHAR,
"distance_from_home" VARCHAR,
"gender" VARCHAR,
"exam_score" BIGINT
);