Datasets:

scikit-learn
/

student-alcohol-consumption

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train · 1.04k rows

school stringclasses 2 values	sex stringclasses 2 values	age int64 15 22	address stringclasses 2 values	famsize stringclasses 2 values	Pstatus stringclasses 2 values	Medu int64 0 4	Fedu int64 0 4	Mjob stringclasses 5 values	Fjob stringclasses 5 values	reason stringclasses 4 values	guardian stringclasses 3 values	traveltime int64 1 4	studytime int64 1 4	failures int64 0 3	schoolsup stringclasses 2 values	famsup stringclasses 2 values	paid stringclasses 2 values	activities stringclasses 2 values	nursery stringclasses 2 values	higher stringclasses 2 values	internet stringclasses 2 values	romantic stringclasses 2 values	famrel int64 1 5	freetime int64 1 5	goout int64 1 5	Dalc int64 1 5	Walc int64 1 5	health int64 1 5	absences int64 0 75	G1 int64 0 19	G2 int64 0 19	G3 int64 0 20
MS	F	19	U	GT3	T	1	1	at_home	services	other	father	2	1	1	no	no	no	no	yes	no	no	no	5	5	5	2	3	2	0	5	0	0
MS	F	17	U	GT3	T	4	2	teacher	other	course	father	2	4	0	no	no	no	no	yes	yes	yes	yes	4	2	3	3	1	5	0	18	18	18
MS	F	17	R	LE3	A	2	1	services	other	reputation	mother	2	2	0	no	no	no	yes	yes	yes	yes	yes	5	3	3	1	2	2	5	11	11	12
MS	F	18	U	LE3	A	1	1	at_home	services	course	mother	1	2	0	no	no	no	no	yes	yes	no	yes	5	2	3	1	2	3	2	8	10	11
MS	F	18	U	GT3	T	1	2	at_home	at_home	course	father	2	2	0	no	yes	no	no	yes	no	no	no	4	1	1	1	1	4	0	11	11	12
MS	F	19	R	GT3	A	1	1	at_home	at_home	course	other	2	2	3	no	yes	no	yes	yes	no	no	yes	3	5	4	1	4	1	0	8	0	0
MS	F	18	R	GT3	T	2	2	services	other	home	mother	2	3	0	no	no	no	no	yes	yes	yes	yes	4	2	1	1	1	4	5	14	14	15
MS	M	17	R	GT3	T	4	3	services	other	home	mother	2	2	1	no	yes	yes	yes	no	yes	yes	yes	4	5	5	1	3	2	4	10	11	11
MS	F	18	U	GT3	T	3	3	services	services	course	father	1	2	0	no	yes	no	no	yes	yes	no	yes	5	3	4	1	1	5	0	10	10	10
MS	F	17	R	GT3	T	4	4	teacher	services	other	father	2	2	0	no	yes	yes	yes	yes	yes	yes	no	4	3	3	1	2	5	2	12	12	12
MS	F	17	U	LE3	A	3	2	services	other	reputation	mother	2	2	0	no	no	no	no	yes	yes	no	yes	1	2	3	1	2	5	0	15	14	15
MS	M	18	U	LE3	T	1	1	other	services	home	father	2	1	0	no	no	no	no	no	yes	yes	yes	3	3	2	1	2	3	2	14	13	14
MS	F	18	U	LE3	T	1	1	at_home	services	course	father	2	3	0	no	no	no	no	yes	yes	yes	no	5	3	2	1	1	4	0	19	17	18
MS	F	18	R	LE3	A	1	2	at_home	other	course	mother	3	2	0	no	no	no	no	yes	yes	no	yes	4	3	4	1	4	5	0	16	15	15
MS	F	18	U	GT3	T	3	3	services	services	other	mother	2	2	0	no	yes	no	no	yes	yes	yes	yes	4	3	2	1	3	3	6	13	12	13
MS	F	17	U	LE3	T	4	4	at_home	at_home	course	mother	1	2	0	no	yes	no	yes	yes	yes	yes	yes	2	3	4	1	1	1	4	15	14	15
MS	F	17	R	GT3	T	1	2	other	services	course	father	2	2	0	no	no	no	no	no	yes	no	no	3	2	2	1	2	3	0	13	13	13
MS	M	18	R	GT3	T	1	3	at_home	other	course	mother	2	2	0	no	yes	yes	no	yes	yes	no	no	3	3	4	2	4	3	0	8	10	9
MS	M	18	U	LE3	T	4	4	teacher	services	other	mother	2	3	0	no	no	no	no	yes	yes	yes	yes	4	2	2	2	2	5	0	15	16	16
MS	F	17	R	GT3	T	1	1	other	services	reputation	mother	3	1	1	no	yes	no	no	yes	yes	yes	yes	5	2	1	1	2	1	0	8	8	9
MS	F	18	U	GT3	T	2	3	at_home	services	course	father	2	1	0	no	yes	no	no	yes	yes	yes	yes	5	2	3	1	2	4	0	10	10	10
MS	F	18	R	GT3	T	4	4	other	teacher	other	father	3	2	0	no	yes	no	no	no	yes	yes	yes	3	2	2	4	2	5	0	7	5	0
MS	M	18	R	LE3	T	1	2	at_home	services	other	father	3	1	0	no	yes	no	yes	yes	no	yes	yes	4	3	3	2	3	3	3	9	10	10
MS	F	17	U	GT3	T	2	2	other	at_home	home	mother	1	3	0	no	no	no	yes	yes	yes	no	yes	3	4	3	1	1	3	8	10	11	12
MS	F	17	R	GT3	T	1	2	other	other	course	mother	1	1	0	no	no	no	yes	yes	yes	yes	no	3	5	5	1	3	1	4	7	8	9
MS	F	18	R	LE3	T	4	4	other	other	reputation	mother	2	3	0	no	no	no	no	yes	yes	yes	no	5	4	4	1	1	1	0	15	17	17
MS	F	18	R	GT3	T	1	1	other	other	home	mother	4	3	0	no	no	no	no	yes	yes	yes	no	4	3	2	1	2	4	4	10	11	12
MS	F	19	R	GT3	T	1	1	at_home	other	course	other	2	2	1	no	yes	no	no	yes	yes	yes	yes	4	3	3	1	1	3	4	7	8	9
MS	F	18	R	LE3	T	4	4	teacher	services	course	mother	1	2	0	no	no	no	yes	yes	yes	yes	no	5	4	3	3	4	2	1	13	14	14
MS	F	18	U	GT3	T	3	3	other	other	home	mother	1	2	0	no	no	no	no	yes	yes	yes	yes	4	1	3	1	2	1	1	16	16	16
MS	F	17	R	GT3	T	3	1	at_home	other	reputation	mother	1	2	0	no	yes	no	yes	no	yes	yes	no	4	5	4	2	3	1	10	8	9	9
MS	M	18	U	GT3	T	4	4	teacher	teacher	home	father	1	2	0	no	no	no	yes	no	yes	yes	no	3	2	4	1	4	2	4	17	18	19
MS	M	18	R	GT3	T	2	1	other	other	other	mother	2	1	0	no	no	no	yes	no	yes	yes	yes	4	4	3	1	3	5	0	7	7	0
MS	M	17	U	GT3	T	2	3	other	services	home	father	2	2	0	no	no	no	yes	yes	yes	yes	no	4	4	3	1	1	3	4	14	15	16
MS	M	19	R	GT3	T	1	1	other	services	other	mother	2	1	1	no	no	no	no	yes	yes	no	no	4	3	2	1	3	5	0	5	8	0
MS	M	18	R	GT3	T	4	2	other	other	home	father	2	1	1	no	no	yes	no	yes	yes	no	no	5	4	3	4	3	3	0	7	7	0
MS	F	18	R	GT3	T	2	2	at_home	other	other	mother	2	3	0	no	no	no	no	yes	yes	no	no	5	3	3	1	3	4	0	14	17	15
MS	F	17	U	GT3	T	4	3	teacher	other	other	mother	2	2	0	no	no	no	no	yes	yes	yes	no	5	5	4	1	1	1	0	6	9	11
MS	F	18	R	GT3	T	4	4	teacher	at_home	reputation	mother	3	1	0	no	yes	no	yes	yes	yes	yes	yes	4	4	3	2	2	5	4	7	9	10
MS	F	19	R	GT3	T	2	3	services	other	course	mother	1	3	1	no	no	no	yes	no	yes	yes	no	5	4	2	1	2	5	4	10	11	10
MS	F	18	U	LE3	T	3	1	teacher	services	course	mother	1	2	0	no	yes	no	no	yes	yes	yes	no	4	3	4	1	1	1	4	15	15	16
MS	F	18	U	GT3	T	1	1	other	other	course	mother	2	2	0	no	no	no	yes	yes	yes	no	no	1	1	1	1	1	5	6	11	12	9
MS	M	17	U	LE3	T	3	1	services	services	course	mother	2	1	0	no	no	no	no	no	yes	yes	no	2	4	5	3	4	2	6	10	10	10
MS	M	18	R	LE3	T	3	2	services	other	course	mother	3	1	0	no	no	no	no	no	yes	yes	no	4	4	1	3	4	5	4	10	11	11