Split (1)

train · 649 rows

School stringclasses 2 values	Gender stringclasses 2 values	Age int64 15 22	Address stringclasses 2 values	Family_Size stringclasses 2 values	Parental_Status stringclasses 2 values	Mother_Education int64 0 4	Father_Education int64 0 4	Mother_Job stringclasses 5 values	Father_Job stringclasses 5 values	Reason_for_Choosing_School stringclasses 4 values	Guardian stringclasses 3 values	Travel_Time int64 1 4	Study_Time int64 1 4	Number_of_Failures int64 0 3	School_Support stringclasses 2 values	Family_Support stringclasses 2 values	Extra_Paid_Class stringclasses 2 values	Extra_Curricular_Activities stringclasses 2 values	Attended_Nursery stringclasses 2 values	Wants_Higher_Education stringclasses 2 values	Internet_Access stringclasses 2 values	In_Relationship stringclasses 2 values	Family_Relationship int64 1 5	Free_Time int64 1 5	Going_Out int64 1 5	Weekend_Alcohol_Consumption int64 1 5	Weekday_Alcohol_Consumption int64 1 5	Health_Status int64 1 5	Number_of_Absences int64 0 32	Grade_1 int64 0 19	Grade_2 int64 0 19	Final_Grade int64 0 19	Dropped_Out bool 2 classes
GP	F	18	U	GT3	T	4	3	services	other	home	father	1	2	0	no	yes	no	no	yes	yes	yes	yes	3	1	2	1	3	2	2	15	15	15	false
GP	M	18	U	GT3	T	4	3	teacher	other	course	mother	1	2	0	no	yes	no	no	no	yes	yes	no	4	3	2	1	1	3	2	10	10	11	false
GP	M	18	R	GT3	T	3	2	other	other	course	mother	1	3	0	no	no	no	yes	no	yes	no	no	5	3	2	1	1	3	2	10	11	12	false
GP	F	17	U	GT3	T	3	3	other	other	home	mother	1	3	0	no	no	no	yes	no	yes	no	no	3	2	3	1	1	4	2	15	12	13	false
GP	F	18	U	GT3	T	2	2	at_home	services	home	mother	1	3	0	no	yes	no	yes	yes	yes	yes	yes	4	3	3	1	1	3	0	11	12	13	false
GP	M	17	U	GT3	T	2	2	other	other	home	father	2	1	0	no	no	no	no	yes	no	yes	no	4	4	4	2	3	4	8	8	8	9	true
GP	M	18	R	LE3	A	3	4	other	other	reputation	mother	2	2	0	no	yes	no	yes	yes	yes	yes	no	4	2	5	3	4	1	6	15	16	16	false
GP	M	17	U	GT3	T	3	1	services	other	other	mother	1	2	0	no	no	no	yes	yes	yes	yes	yes	5	4	4	3	4	5	0	11	11	14	false
GP	F	18	R	GT3	T	4	4	teacher	other	reputation	mother	2	2	0	no	no	no	yes	yes	yes	yes	no	4	3	4	2	2	4	8	10	11	12	false
GP	M	18	U	GT3	T	4	2	health	other	reputation	father	1	2	0	no	yes	no	yes	yes	yes	yes	yes	5	4	5	1	3	5	4	10	12	14	false
GP	F	18	R	GT3	T	2	1	other	other	reputation	mother	2	2	0	no	yes	no	no	yes	no	yes	yes	4	3	5	1	2	3	12	8	9	10	false
GP	F	19	U	GT3	T	3	3	other	services	home	other	1	2	0	no	yes	no	yes	yes	yes	yes	no	4	3	5	3	3	5	16	11	12	12	false
GP	F	18	U	GT3	T	2	3	other	services	reputation	father	1	4	0	no	yes	no	yes	yes	yes	yes	yes	4	5	5	1	3	2	10	16	16	16	false
GP	F	18	U	LE3	T	1	1	other	other	home	mother	2	2	0	no	yes	no	no	no	yes	no	no	4	4	3	1	1	3	2	13	13	13	false
GP	M	17	R	GT3	T	1	2	at_home	at_home	home	mother	1	2	0	no	yes	no	yes	no	yes	no	yes	3	5	2	2	2	1	2	16	17	18	false
GP	F	18	U	GT3	T	2	1	other	other	home	mother	1	2	0	no	yes	no	no	yes	yes	yes	yes	4	2	5	1	2	1	8	14	14	15	false
GP	F	17	U	GT3	T	2	4	at_home	health	reputation	mother	2	2	0	no	yes	no	no	yes	yes	yes	yes	4	3	3	1	1	1	6	15	16	16	false
GP	F	17	U	LE3	T	2	2	services	other	course	mother	2	2	0	yes	yes	no	no	yes	yes	yes	yes	4	4	4	2	3	5	6	12	12	12	false
GP	F	18	R	GT3	A	3	2	other	services	home	mother	2	2	0	no	no	no	no	no	no	yes	yes	4	1	1	1	1	5	15	12	9	10	false
GP	M	18	U	GT3	T	4	4	teacher	services	home	mother	2	1	0	no	no	no	yes	yes	yes	yes	no	3	2	4	1	4	3	6	11	12	12	false
GP	F	18	U	GT3	T	4	4	health	health	reputation	father	1	2	1	yes	yes	no	yes	yes	yes	yes	yes	2	4	4	1	1	4	2	14	12	13	false
GP	F	17	U	GT3	T	2	2	other	services	reputation	father	3	3	0	no	yes	no	no	yes	yes	yes	yes	4	2	3	1	1	1	8	13	15	15	false
GP	F	19	R	GT3	T	3	2	services	services	reputation	father	1	2	1	yes	yes	no	no	yes	no	yes	no	3	3	3	4	3	3	0	9	8	10	false
GP	M	18	U	LE3	T	4	3	teacher	services	course	mother	2	1	0	no	no	no	yes	yes	yes	yes	no	4	2	3	1	2	1	0	10	10	10	false
GP	M	18	U	GT3	T	1	2	at_home	other	home	other	2	1	0	no	no	no	no	no	no	yes	no	3	4	4	2	4	4	10	10	10	11	false
GP	M	17	U	LE3	A	4	1	services	other	home	mother	2	1	0	no	no	no	yes	yes	yes	yes	yes	4	5	4	2	4	5	22	11	11	10	false
GP	M	17	U	LE3	A	3	2	teacher	services	home	mother	1	1	0	no	no	no	no	yes	yes	yes	no	4	4	4	3	4	3	18	13	13	13	false
GP	F	18	R	LE3	T	1	1	at_home	other	reputation	mother	2	4	0	no	yes	no	yes	yes	yes	no	no	5	2	2	1	1	3	2	17	17	18	false
GP	F	18	U	GT3	T	1	1	other	other	home	mother	2	2	0	yes	no	no	yes	yes	yes	yes	no	5	4	4	1	1	4	0	12	13	13	false
GP	F	17	U	GT3	T	2	2	other	other	course	mother	1	2	0	no	yes	no	no	no	yes	yes	no	5	4	5	1	2	5	12	12	12	14	false
GP	F	18	U	GT3	T	2	1	other	other	reputation	mother	2	2	0	no	no	no	yes	yes	yes	yes	yes	4	3	1	1	1	5	10	12	13	14	false
GP	M	17	U	GT3	T	1	1	other	other	reputation	father	1	2	0	no	no	no	no	no	yes	yes	no	4	3	3	1	2	4	0	12	12	12	false
GP	F	18	U	GT3	T	2	2	at_home	at_home	other	mother	1	3	0	no	yes	no	no	yes	yes	yes	no	4	3	3	1	2	2	0	18	18	18	false
GP	F	17	U	GT3	T	1	1	services	teacher	reputation	mother	1	3	0	no	yes	no	no	yes	yes	yes	no	4	3	3	1	1	3	0	13	13	14	false
GP	M	18	U	GT3	T	2	1	services	services	reputation	mother	1	3	0	no	no	no	yes	yes	yes	yes	no	4	2	4	1	3	2	0	14	15	15	false
GP	M	18	U	LE3	A	4	4	teacher	teacher	reputation	mother	1	2	0	no	yes	no	yes	yes	yes	yes	no	5	4	3	1	1	2	0	17	17	17	false
GP	M	18	U	GT3	T	4	2	teacher	other	home	mother	1	2	0	no	yes	no	yes	yes	yes	yes	yes	4	3	2	1	4	5	2	15	16	16	false
GP	F	17	U	GT3	T	4	3	health	services	reputation	mother	1	3	0	no	yes	no	no	yes	yes	yes	no	4	2	2	1	2	3	0	17	18	18	false
GP	F	17	R	LE3	T	3	1	services	other	reputation	mother	2	4	0	no	yes	no	no	yes	yes	no	no	3	1	2	1	1	3	0	18	19	19	false
GP	M	18	R	LE3	T	3	2	services	other	reputation	mother	2	3	0	no	yes	no	yes	yes	yes	yes	no	5	4	2	1	1	4	0	14	15	15	false
GP	M	17	U	GT3	T	3	3	health	other	home	mother	1	1	0	no	yes	no	no	yes	yes	yes	no	4	4	3	1	3	5	0	14	15	15	false
GP	F	19	U	GT3	T	4	4	health	other	reputation	other	2	2	0	no	yes	no	yes	yes	yes	yes	no	2	3	4	2	3	2	2	14	13	13	false
GP	F	18	U	LE3	T	4	3	other	other	home	other	2	2	0	no	yes	no	no	yes	yes	yes	yes	4	4	5	1	2	2	0	13	14	14	false
GP	F	18	U	GT3	T	4	3	other	other	reputation	father	1	4	0	no	yes	no	no	yes	yes	yes	no	4	3	3	1	1	3	0	16	17	17	false
GP	M	18	U	LE3	T	4	4	teacher	teacher	home	mother	1	1	0	no	yes	no	no	yes	yes	yes	yes	1	4	2	2	2	1	0	18	18	17	false
GP	F	18	U	LE3	A	4	4	health	other	home	mother	1	2	0	no	yes	yes	no	yes	yes	yes	yes	4	2	4	1	1	4	0	14	15	15	false
GP	M	17	U	LE3	T	4	4	other	teacher	home	father	2	1	0	no	no	no	no	yes	yes	yes	no	4	1	1	2	2	5	0	12	13	13	false
GP	F	17	R	GT3	T	4	4	services	services	reputation	mother	2	3	0	no	yes	no	yes	yes	yes	yes	no	5	3	4	1	1	5	0	7	7	8	true
GP	F	17	U	GT3	T	4	2	other	other	reputation	mother	2	3	0	no	yes	no	no	yes	yes	yes	no	4	3	3	1	1	3	0	16	16	16	false
GP	F	17	U	GT3	T	3	2	health	health	reputation	father	1	4	0	no	yes	no	yes	no	yes	yes	no	5	2	2	1	2	5	0	18	18	18	false
GP	M	19	R	LE3	T	2	1	at_home	services	course	mother	2	3	1	no	no	no	yes	yes	yes	yes	yes	4	3	1	1	1	5	0	9	10	11	false
GP	M	20	U	GT3	A	3	2	services	other	course	other	1	1	2	no	no	no	yes	yes	yes	no	no	5	5	3	1	1	5	0	14	15	15	false
GP	M	19	R	GT3	T	3	3	other	services	reputation	father	1	2	0	no	no	no	yes	yes	yes	no	yes	4	5	3	1	2	5	0	10	10	11	false
GP	F	18	U	GT3	T	1	4	other	teacher	home	mother	1	2	0	yes	yes	no	no	no	yes	no	yes	3	4	4	1	2	5	2	10	10	11	false
GP	F	18	U	GT3	T	2	1	services	other	course	mother	2	2	0	no	yes	no	yes	yes	yes	yes	no	5	3	3	1	2	1	2	12	12	15	false
GP	F	17	U	GT3	T	2	3	other	other	course	father	2	2	0	no	no	no	yes	yes	yes	yes	yes	4	2	1	1	1	3	2	11	12	14	false
GP	F	17	R	GT3	T	4	4	teacher	teacher	course	mother	1	1	0	no	no	no	yes	yes	yes	yes	no	4	4	4	1	1	5	2	15	16	17	false
GP	F	18	U	GT3	T	4	3	other	other	course	mother	1	3	0	no	yes	no	yes	yes	yes	yes	yes	4	3	4	1	1	5	2	14	15	17	false
GP	F	18	U	LE3	T	4	3	health	services	course	mother	2	1	0	no	yes	no	no	yes	yes	yes	no	3	2	4	1	4	1	8	12	12	15	false
GP	F	17	R	GT3	T	3	4	at_home	services	course	father	1	3	0	no	yes	no	yes	no	yes	yes	no	4	3	4	2	5	5	2	15	15	17	false
GP	F	18	U	GT3	T	3	3	at_home	other	course	father	1	2	0	no	yes	no	no	yes	yes	yes	no	4	1	4	1	1	3	8	11	12	14	false
GP	M	19	U	GT3	T	4	2	health	other	course	mother	2	2	0	no	yes	no	yes	yes	yes	yes	yes	5	4	4	1	1	1	9	11	10	10	false
GP	F	18	U	GT3	T	4	4	teacher	other	course	mother	1	2	0	no	yes	no	no	yes	yes	yes	no	4	4	4	3	3	5	0	12	11	13	false
GP	F	18	U	GT3	T	3	4	other	other	course	mother	1	1	0	no	yes	no	yes	yes	yes	yes	yes	5	4	4	1	1	1	4	11	12	14	false
GP	F	17	U	GT3	T	4	4	health	health	course	mother	1	1	0	no	no	no	yes	yes	yes	yes	no	5	3	4	1	2	5	2	14	15	17	false
GP	F	17	U	GT3	A	4	3	services	services	course	mother	1	2	0	no	yes	no	no	yes	yes	yes	yes	5	2	2	1	2	5	14	15	14	17	false
GP	F	17	U	LE3	A	3	3	services	other	home	mother	1	2	0	yes	yes	no	no	yes	yes	yes	no	5	3	3	1	1	5	0	12	12	13	false
GP	F	17	U	LE3	T	2	1	other	other	home	father	1	2	0	no	no	no	yes	yes	yes	yes	no	4	2	3	2	2	2	2	11	12	14	false
GP	M	18	U	LE3	T	4	4	other	other	reputation	father	1	1	0	no	yes	no	no	yes	yes	yes	no	4	2	5	3	4	5	2	8	9	11	false
GP	F	19	U	GT3	T	1	1	other	other	course	other	3	3	0	no	no	no	yes	yes	no	no	yes	1	5	5	4	3	5	12	10	10	11	false
GP	F	19	U	LE3	A	1	1	other	other	course	other	3	2	2	no	yes	no	no	no	yes	yes	yes	5	3	4	1	1	4	2	8	8	9	true
GP	F	18	U	GT3	T	2	2	other	other	course	mother	1	1	0	no	yes	no	yes	yes	yes	yes	yes	4	3	5	2	4	5	2	10	10	10	false
GP	F	17	U	GT3	T	2	2	other	other	course	mother	1	2	0	no	yes	no	no	yes	yes	no	yes	4	2	2	1	1	3	4	14	13	13	false
GP	F	17	R	LE3	T	2	2	services	services	course	mother	1	3	0	no	yes	no	yes	yes	yes	yes	no	3	3	2	2	2	3	0	11	11	10	false
GP	F	17	U	GT3	T	3	1	services	services	course	father	1	3	0	no	yes	no	no	no	yes	yes	no	3	4	3	2	3	5	0	17	18	17	false
GP	F	17	U	LE3	T	0	2	at_home	at_home	home	father	2	3	0	no	no	no	no	yes	yes	yes	no	3	3	3	2	3	2	0	14	14	15	false
GP	F	18	U	GT3	T	1	1	other	other	home	mother	2	3	0	no	no	no	yes	yes	yes	yes	no	4	5	5	1	2	2	0	14	14	14	false
GP	M	18	U	GT3	T	4	4	other	other	course	mother	1	3	0	no	no	no	yes	yes	yes	yes	no	4	3	3	2	2	3	0	13	14	13	false
GP	M	17	U	GT3	T	3	3	other	services	reputation	mother	1	1	0	no	no	no	yes	no	yes	yes	no	4	3	5	3	5	5	0	17	18	17	false
GP	M	17	R	GT3	T	2	2	services	other	course	mother	4	1	0	no	yes	no	no	yes	yes	yes	no	4	4	5	5	5	4	2	11	10	10	false
GP	F	17	U	GT3	T	4	4	teacher	services	course	mother	1	3	0	no	yes	no	yes	yes	yes	yes	no	5	4	4	1	3	4	0	13	12	13	false
GP	F	17	U	GT3	T	4	4	teacher	teacher	course	mother	2	3	0	no	yes	no	no	no	yes	yes	yes	4	3	3	1	2	4	4	15	14	15	false
GP	F	17	U	GT3	T	3	3	at_home	other	course	mother	1	1	0	no	yes	yes	yes	yes	yes	yes	no	4	2	5	2	5	5	2	11	12	11	false
GP	M	18	U	LE3	T	2	2	other	other	course	mother	1	4	0	no	yes	yes	yes	yes	yes	yes	no	4	5	5	2	4	5	0	11	11	12	false
GP	M	19	R	GT3	T	3	2	at_home	services	home	other	1	1	0	no	yes	no	no	no	yes	no	yes	5	3	4	2	2	5	0	11	10	10	false
GP	F	18	U	GT3	T	2	2	at_home	other	course	mother	4	2	0	no	no	no	yes	yes	yes	no	yes	4	2	5	1	1	2	2	10	9	10	false
GP	F	17	R	GT3	T	2	4	at_home	other	course	father	1	3	0	no	yes	no	no	yes	yes	yes	yes	4	4	3	1	1	5	0	15	15	15	false
GP	M	18	U	GT3	T	2	2	other	other	reputation	mother	1	1	0	no	no	no	no	no	yes	yes	no	5	4	2	1	2	5	6	15	14	15	false
GP	F	18	U	GT3	T	3	3	services	services	home	mother	1	2	0	no	no	no	yes	yes	yes	yes	no	5	3	4	1	1	4	8	10	11	12	false
GP	F	18	U	LE3	T	2	2	other	other	home	other	1	2	0	no	no	no	yes	no	yes	yes	yes	4	3	3	1	1	2	0	10	9	12	false
GP	F	18	R	GT3	T	2	2	at_home	other	course	mother	2	4	0	no	no	no	yes	yes	yes	no	no	4	4	4	1	1	4	6	14	13	14	false
GP	F	17	U	GT3	T	3	4	services	other	course	mother	1	3	0	no	no	no	no	yes	yes	yes	no	4	4	5	1	3	5	8	11	13	14	false
GP	F	17	U	GT3	T	3	2	other	other	home	mother	1	2	0	no	yes	no	no	yes	yes	yes	yes	4	3	2	2	3	2	0	12	13	15	false
GP	F	18	U	LE3	T	3	3	services	services	home	mother	1	4	0	no	yes	no	no	yes	yes	yes	no	5	3	3	1	1	1	4	14	14	15	false
GP	F	17	R	GT3	A	3	2	other	other	home	mother	1	2	0	no	yes	no	no	yes	yes	yes	no	4	3	3	2	3	2	0	14	14	16	false
GP	M	18	U	GT3	T	4	4	teacher	services	home	father	1	2	0	no	yes	no	yes	yes	yes	yes	no	4	3	3	2	2	2	0	12	12	13	false
GP	M	18	U	LE3	T	3	4	services	other	home	mother	1	2	0	no	no	no	yes	yes	yes	yes	yes	4	3	3	1	3	5	6	16	16	17	false
GP	F	17	U	GT3	A	2	2	at_home	at_home	home	father	1	2	0	no	yes	no	no	yes	yes	yes	yes	3	3	1	1	2	4	18	10	12	14	false
GP	F	18	U	GT3	T	2	3	at_home	other	course	mother	1	3	0	no	yes	no	no	yes	yes	yes	no	4	3	3	1	2	3	0	11	12	14	false
GP	F	18	U	GT3	T	3	2	other	services	other	mother	1	3	0	no	no	no	no	yes	yes	yes	yes	5	4	3	2	3	1	4	14	16	17	false

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