Student Performance Factors

Insights into Student Performance and Contributing Factors

@kaggle.lainguyn123_student_performance_factors

Table List

1 table(60.07 KB)

Studentperformancefactors

@kaggle.lainguyn123_student_performance_factors.studentperformancefactors

60.07 KB
6607 rows
20 columns

hours_studied Hours Studied	attendance Attendance	parental_involvement Parental Involvement	access_to_resources Access To Resources	extracurricular_activities Extracurricular Activities	sleep_hours Sleep Hours	previous_scores Previous Scores	motivation_level Motivation Level	internet_access Internet Access	tutoring_sessions Tutoring Sessions	family_income Family Income	teacher_quality Teacher Quality	school_type School Type	peer_influence Peer Influence	physical_activity Physical Activity	learning_disabilities Learning Disabilities	parental_education_level Parental Education Level	distance_from_home Distance From Home	gender Gender	exam_score Exam Score
23	84	Low	High	No	7	73	Low	Yes		Low	Medium	Public	Positive	3	No	High School	Near	Male	67
19	64	Low	Medium	No	8	59	Low	Yes	2	Medium	Medium	Public	Negative	4	No	College	Moderate	Female	61
24	98	Medium	Medium	Yes	7	91	Medium	Yes	2	Medium	Medium	Public	Neutral	4	No	Postgraduate	Near	Male	74
29	89	Low	Medium	Yes	8	98	Medium	Yes	1	Medium	Medium	Public	Negative	4	No	High School	Moderate	Male	71
19	92	Medium	Medium	Yes	6	65	Medium	Yes	3	Medium	High	Public	Neutral	4	No	College	Near	Female	70
19	88	Medium	Medium	Yes	8	89	Medium	Yes	3	Medium	Medium	Public	Positive	3	No	Postgraduate	Near	Male	71
29	84	Medium	Low	Yes	7	68	Low	Yes	1	Low	Medium	Private	Neutral	2	No	High School	Moderate	Male	67
25	78	Low	High	Yes	6	50	Medium	Yes	1	High	High	Public	Negative	2	No	High School	Far	Male	66
17	94	Medium	High	No	6	80	High	Yes		Medium	Low	Private	Neutral	1	No	College	Near	Male	69
23	98	Medium	Medium	Yes	8	71	Medium	Yes		High	High	Public	Positive	5	No	High School	Moderate	Male	72


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
);