Student's Dropout And Academic Success Dataset

A comprehensive dataset for analyzing factors influencing students' academic out

@kaggle.missionjee_students_dropout_and_academic_success_dataset

Table List

1 table(120.41 KB)

Data

@kaggle.missionjee_students_dropout_and_academic_success_dataset.data

120.41 KB
4424 rows
37 columns

marital_status Marital Status	application_mode Application Mode	application_order Application Order	course Course	daytime_evening_attendance Daytime/evening Attendance	previous_qualification Previous Qualification	previous_qualification_grade Previous Qualification (grade)	nacionality Nacionality	mother_s_qualification Mother\u0027s Qualification	father_s_qualification Father\u0027s Qualification	mother_s_occupation Mother\u0027s Occupation	father_s_occupation Father\u0027s Occupation	admission_grade Admission Grade	displaced Displaced	debtor Debtor	tuition_fees_up_to_date Tuition Fees Up To Date	gender Gender	scholarship_holder Scholarship Holder	age_at_enrollment Age At Enrollment	international International	curricular_units_1st_sem_enrolled Curricular Units 1st Sem (enrolled)	curricular_units_1st_sem_evaluations Curricular Units 1st Sem (evaluations)	curricular_units_1st_sem_approved Curricular Units 1st Sem (approved)	curricular_units_1st_sem_grade Curricular Units 1st Sem (grade)	curricular_units_2nd_sem_enrolled Curricular Units 2nd Sem (enrolled)	curricular_units_2nd_sem_evaluations Curricular Units 2nd Sem (evaluations)	curricular_units_2nd_sem_approved Curricular Units 2nd Sem (approved)	curricular_units_2nd_sem_grade Curricular Units 2nd Sem (grade)	curricular_units_2nd_sem_without_evaluations Curricular Units 2nd Sem (without Evaluations)	unemployment_rate Unemployment Rate	inflation_rate Inflation Rate	gdp GDP	target Target
1	17	5	171	1	1	122	1	19	12	5	9	127.3	1		1	1		20											10.8	1.4	1.74	Dropout
1	15	1	9254	1	1	160	1	1	3	3	3	142.5	1			1		19		6	6	6	14	6	6	6	13.666666666666666		13.9	-0.3	0.79	Graduate
1	1	5	9070	1	1	122	1	37	37	9	9	124.8	1			1		19		6				6					10.8	1.4	1.74	Dropout
1	17	2	9773	1	1	122	1	38	37	5	3	119.6	1		1			20		6	8	6	13.428571428571429	6	10	5	12.4		9.4	-0.8	-3.12	Graduate
2	39	1	8014		1	100	1	37	38	9	9	141.5			1			45		6	9	5	12.333333333333334	6	6	6	13		13.9	-0.3	0.79	Graduate
2	39	1	9991		19	133.1	1	37	37	9	7	114.8		1	1	1		50		5	10	5	11.857142857142858	5	17	5	11.5	5	16.2	0.3	-0.92	Graduate
1	1	1	9500	1	1	142	1	19	38	7	10	128.4	1		1		1	18		7	9	7	13.3	8	8	8	14.345		15.5	2.8	-4.06	Graduate
1	18	4	9254	1	1	119	1	37	37	9	9	113.1	1			1		22		5	5			5	5				15.5	2.8	-4.06	Dropout
1	1	3	9238	1	1	137	62	1	1	9	9	129.3			1		1	21	1	6	8	6	13.875	6	7	6	14.142857142857142		16.2	0.3	-0.92	Graduate
1	1	1	9238	1	1	138	1	1	19	4	7	123	1	1				18		6	9	5	11.4	6	14	2	13.5		8.9	1.4	3.51	Dropout


CREATE TABLE data (
  "marital_status" BIGINT,
  "application_mode" BIGINT,
  "application_order" BIGINT,
  "course" BIGINT,
  "daytime_evening_attendance" BIGINT,
  "previous_qualification" BIGINT,
  "previous_qualification_grade" DOUBLE,
  "nacionality" BIGINT,
  "mother_s_qualification" BIGINT,
  "father_s_qualification" BIGINT,
  "mother_s_occupation" BIGINT,
  "father_s_occupation" BIGINT,
  "admission_grade" DOUBLE,
  "displaced" BIGINT,
  "educational_special_needs" BIGINT,
  "debtor" BIGINT,
  "tuition_fees_up_to_date" BIGINT,
  "gender" BIGINT,
  "scholarship_holder" BIGINT,
  "age_at_enrollment" BIGINT,
  "international" BIGINT,
  "curricular_units_1st_sem_credited" BIGINT,
  "curricular_units_1st_sem_enrolled" BIGINT,
  "curricular_units_1st_sem_evaluations" BIGINT,
  "curricular_units_1st_sem_approved" BIGINT,
  "curricular_units_1st_sem_grade" DOUBLE,
  "curricular_units_1st_sem_without_evaluations" BIGINT,
  "curricular_units_2nd_sem_credited" BIGINT,
  "curricular_units_2nd_sem_enrolled" BIGINT,
  "curricular_units_2nd_sem_evaluations" BIGINT,
  "curricular_units_2nd_sem_approved" BIGINT,
  "curricular_units_2nd_sem_grade" DOUBLE,
  "curricular_units_2nd_sem_without_evaluations" BIGINT,
  "unemployment_rate" DOUBLE,
  "inflation_rate" DOUBLE,
  "gdp" DOUBLE,
  "target" VARCHAR
);