| 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 | 
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 
	GP | 
	F | 18 | 
	U | 
	GT3 | 
	A | 4 | 4 | 
	at_home | 
	teacher | 
	course | 
	mother | 2 | 2 | 0 | 
	yes | 
	no | 
	no | 
	no | 
	yes | 
	yes | 
	no | 
	no | 4 | 3 | 4 | 1 | 1 | 3 | 6 | 5 | 6 | 6 | 
| 
	GP | 
	F | 17 | 
	U | 
	GT3 | 
	T | 1 | 1 | 
	at_home | 
	other | 
	course | 
	father | 1 | 2 | 0 | 
	no | 
	yes | 
	no | 
	no | 
	no | 
	yes | 
	yes | 
	no | 5 | 3 | 3 | 1 | 1 | 3 | 4 | 5 | 5 | 6 | 
| 
	GP | 
	F | 15 | 
	U | 
	LE3 | 
	T | 1 | 1 | 
	at_home | 
	other | 
	other | 
	mother | 1 | 2 | 3 | 
	yes | 
	no | 
	yes | 
	no | 
	yes | 
	yes | 
	yes | 
	no | 4 | 3 | 2 | 2 | 3 | 3 | 10 | 7 | 8 | 10 | 
| 
	GP | 
	F | 15 | 
	U | 
	GT3 | 
	T | 4 | 2 | 
	health | 
	services | 
	home | 
	mother | 1 | 3 | 0 | 
	no | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 3 | 2 | 2 | 1 | 1 | 5 | 2 | 15 | 14 | 15 | 
| 
	GP | 
	F | 16 | 
	U | 
	GT3 | 
	T | 3 | 3 | 
	other | 
	other | 
	home | 
	father | 1 | 2 | 0 | 
	no | 
	yes | 
	yes | 
	no | 
	yes | 
	yes | 
	no | 
	no | 4 | 3 | 2 | 1 | 2 | 5 | 4 | 6 | 10 | 10 | 
| 
	GP | 
	M | 16 | 
	U | 
	LE3 | 
	T | 4 | 3 | 
	services | 
	other | 
	reputation | 
	mother | 1 | 2 | 0 | 
	no | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 
	no | 5 | 4 | 2 | 1 | 2 | 5 | 10 | 15 | 15 | 15 | 
| 
	GP | 
	M | 16 | 
	U | 
	LE3 | 
	T | 2 | 2 | 
	other | 
	other | 
	home | 
	mother | 1 | 2 | 0 | 
	no | 
	no | 
	no | 
	no | 
	yes | 
	yes | 
	yes | 
	no | 4 | 4 | 4 | 1 | 1 | 3 | 0 | 12 | 12 | 11 | 
| 
	GP | 
	F | 17 | 
	U | 
	GT3 | 
	A | 4 | 4 | 
	other | 
	teacher | 
	home | 
	mother | 2 | 2 | 0 | 
	yes | 
	yes | 
	no | 
	no | 
	yes | 
	yes | 
	no | 
	no | 4 | 1 | 4 | 1 | 1 | 1 | 6 | 6 | 5 | 6 | 
| 
	GP | 
	M | 15 | 
	U | 
	LE3 | 
	A | 3 | 2 | 
	services | 
	other | 
	home | 
	mother | 1 | 2 | 0 | 
	no | 
	yes | 
	yes | 
	no | 
	yes | 
	yes | 
	yes | 
	no | 4 | 2 | 2 | 1 | 1 | 1 | 0 | 16 | 18 | 19 | 
| 
	GP | 
	M | 15 | 
	U | 
	GT3 | 
	T | 3 | 4 | 
	other | 
	other | 
	home | 
	mother | 1 | 2 | 0 | 
	no | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 
	no | 5 | 5 | 1 | 1 | 1 | 5 | 0 | 14 | 15 | 15 | 
| 
	GP | 
	F | 15 | 
	U | 
	GT3 | 
	T | 4 | 4 | 
	teacher | 
	health | 
	reputation | 
	mother | 1 | 2 | 0 | 
	no | 
	yes | 
	yes | 
	no | 
	yes | 
	yes | 
	yes | 
	no | 3 | 3 | 3 | 1 | 2 | 2 | 0 | 10 | 8 | 9 | 
| 
	GP | 
	F | 15 | 
	U | 
	GT3 | 
	T | 2 | 1 | 
	services | 
	other | 
	reputation | 
	father | 3 | 3 | 0 | 
	no | 
	yes | 
	no | 
	yes | 
	yes | 
	yes | 
	yes | 
	no | 5 | 2 | 2 | 1 | 1 | 4 | 4 | 10 | 12 | 12 | 
| 
	GP | 
	M | 15 | 
	U | 
	LE3 | 
	T | 4 | 4 | 
	health | 
	services | 
	course | 
	father | 1 | 1 | 0 | 
	no | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 
	no | 4 | 3 | 3 | 1 | 3 | 5 | 2 | 14 | 14 | 14 | 
| 
	GP | 
	M | 15 | 
	U | 
	GT3 | 
	T | 4 | 3 | 
	teacher | 
	other | 
	course | 
	mother | 2 | 2 | 0 | 
	no | 
	yes | 
	yes | 
	no | 
	yes | 
	yes | 
	yes | 
	no | 5 | 4 | 3 | 1 | 2 | 3 | 2 | 10 | 10 | 11 | 
| 
	GP | 
	M | 15 | 
	U | 
	GT3 | 
	A | 2 | 2 | 
	other | 
	other | 
	home | 
	other | 1 | 3 | 0 | 
	no | 
	yes | 
	no | 
	no | 
	yes | 
	yes | 
	yes | 
	yes | 4 | 5 | 2 | 1 | 1 | 3 | 0 | 14 | 16 | 16 | 
| 
	GP | 
	F | 16 | 
	U | 
	GT3 | 
	T | 4 | 4 | 
	health | 
	other | 
	home | 
	mother | 1 | 1 | 0 | 
	no | 
	yes | 
	no | 
	no | 
	yes | 
	yes | 
	yes | 
	no | 4 | 4 | 4 | 1 | 2 | 2 | 4 | 14 | 14 | 14 | 
| 
	GP | 
	F | 16 | 
	U | 
	GT3 | 
	T | 4 | 4 | 
	services | 
	services | 
	reputation | 
	mother | 1 | 3 | 0 | 
	no | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 
	no | 3 | 2 | 3 | 1 | 2 | 2 | 6 | 13 | 14 | 14 | 
| 
	GP | 
	F | 16 | 
	U | 
	GT3 | 
	T | 3 | 3 | 
	other | 
	other | 
	reputation | 
	mother | 3 | 2 | 0 | 
	yes | 
	yes | 
	no | 
	yes | 
	yes | 
	yes | 
	no | 
	no | 5 | 3 | 2 | 1 | 1 | 4 | 4 | 8 | 10 | 10 | 
| 
	GP | 
	M | 17 | 
	U | 
	GT3 | 
	T | 3 | 2 | 
	services | 
	services | 
	course | 
	mother | 1 | 1 | 3 | 
	no | 
	yes | 
	no | 
	yes | 
	yes | 
	yes | 
	yes | 
	no | 5 | 5 | 5 | 2 | 4 | 5 | 16 | 6 | 5 | 5 | 
| 
	GP | 
	M | 16 | 
	U | 
	LE3 | 
	T | 4 | 3 | 
	health | 
	other | 
	home | 
	father | 1 | 1 | 0 | 
	no | 
	no | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 
	no | 3 | 1 | 3 | 1 | 3 | 5 | 4 | 8 | 10 | 10 | 
| 
	GP | 
	M | 15 | 
	U | 
	GT3 | 
	T | 4 | 3 | 
	teacher | 
	other | 
	reputation | 
	mother | 1 | 2 | 0 | 
	no | 
	no | 
	no | 
	no | 
	yes | 
	yes | 
	yes | 
	no | 4 | 4 | 1 | 1 | 1 | 1 | 0 | 13 | 14 | 15 | 
| 
	GP | 
	M | 15 | 
	U | 
	GT3 | 
	T | 4 | 4 | 
	health | 
	health | 
	other | 
	father | 1 | 1 | 0 | 
	no | 
	yes | 
	yes | 
	no | 
	yes | 
	yes | 
	yes | 
	no | 5 | 4 | 2 | 1 | 1 | 5 | 0 | 12 | 15 | 15 | 
| 
	GP | 
	M | 16 | 
	U | 
	LE3 | 
	T | 4 | 2 | 
	teacher | 
	other | 
	course | 
	mother | 1 | 2 | 0 | 
	no | 
	no | 
	no | 
	yes | 
	yes | 
	yes | 
	yes | 
	no | 4 | 5 | 1 | 1 | 3 | 5 | 2 | 15 | 15 | 16 | 
| 
	GP | 
	M | 16 | 
	U | 
	LE3 | 
	T | 2 | 2 | 
	other | 
	other | 
	reputation | 
	mother | 2 | 2 | 0 | 
	no | 
	yes | 
	no | 
	yes | 
	yes | 
	yes | 
	yes | 
	no | 5 | 4 | 4 | 2 | 4 | 5 | 0 | 13 | 13 | 12 | 
| 
	GP | 
	F | 15 | 
	R | 
	GT3 | 
	T | 2 | 4 | 
	services | 
	health | 
	course | 
	mother | 1 | 3 | 0 | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 
	no | 4 | 3 | 2 | 1 | 1 | 5 | 2 | 10 | 9 | 8 | 
| 
	GP | 
	F | 16 | 
	U | 
	GT3 | 
	T | 2 | 2 | 
	services | 
	services | 
	home | 
	mother | 1 | 1 | 2 | 
	no | 
	yes | 
	yes | 
	no | 
	no | 
	yes | 
	yes | 
	no | 1 | 2 | 2 | 1 | 3 | 5 | 14 | 6 | 9 | 8 | 
| 
	GP | 
	M | 15 | 
	U | 
	GT3 | 
	T | 2 | 2 | 
	other | 
	other | 
	home | 
	mother | 1 | 1 | 0 | 
	no | 
	yes | 
	yes | 
	no | 
	yes | 
	yes | 
	yes | 
	no | 4 | 2 | 2 | 1 | 2 | 5 | 2 | 12 | 12 | 11 | 
| 
	GP | 
	M | 15 | 
	U | 
	GT3 | 
	T | 4 | 2 | 
	health | 
	services | 
	other | 
	mother | 1 | 1 | 0 | 
	no | 
	no | 
	yes | 
	no | 
	yes | 
	yes | 
	yes | 
	no | 2 | 2 | 4 | 2 | 4 | 1 | 4 | 15 | 16 | 15 | 
| 
	GP | 
	M | 16 | 
	U | 
	LE3 | 
	A | 3 | 4 | 
	services | 
	other | 
	home | 
	mother | 1 | 2 | 0 | 
	yes | 
	yes | 
	no | 
	yes | 
	yes | 
	yes | 
	yes | 
	no | 5 | 3 | 3 | 1 | 1 | 5 | 4 | 11 | 11 | 11 | 
| 
	GP | 
	M | 16 | 
	U | 
	GT3 | 
	T | 4 | 4 | 
	teacher | 
	teacher | 
	home | 
	mother | 1 | 2 | 0 | 
	no | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 4 | 4 | 5 | 5 | 5 | 5 | 16 | 10 | 12 | 11 | 
| 
	GP | 
	M | 15 | 
	U | 
	GT3 | 
	T | 4 | 4 | 
	health | 
	services | 
	home | 
	mother | 1 | 2 | 0 | 
	no | 
	yes | 
	yes | 
	no | 
	no | 
	yes | 
	yes | 
	no | 5 | 4 | 2 | 3 | 4 | 5 | 0 | 9 | 11 | 12 | 
| 
	GP | 
	M | 15 | 
	U | 
	GT3 | 
	T | 4 | 4 | 
	services | 
	services | 
	reputation | 
	mother | 2 | 2 | 0 | 
	no | 
	yes | 
	no | 
	yes | 
	yes | 
	yes | 
	yes | 
	no | 4 | 3 | 1 | 1 | 1 | 5 | 0 | 17 | 16 | 17 | 
| 
	GP | 
	M | 15 | 
	R | 
	GT3 | 
	T | 4 | 3 | 
	teacher | 
	at_home | 
	course | 
	mother | 1 | 2 | 0 | 
	no | 
	yes | 
	no | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 4 | 5 | 2 | 1 | 1 | 5 | 0 | 17 | 16 | 16 | 
| 
	GP | 
	M | 15 | 
	U | 
	LE3 | 
	T | 3 | 3 | 
	other | 
	other | 
	course | 
	mother | 1 | 2 | 0 | 
	no | 
	no | 
	no | 
	yes | 
	no | 
	yes | 
	yes | 
	no | 5 | 3 | 2 | 1 | 1 | 2 | 0 | 8 | 10 | 12 | 
| 
	GP | 
	M | 16 | 
	U | 
	GT3 | 
	T | 3 | 2 | 
	other | 
	other | 
	home | 
	mother | 1 | 1 | 0 | 
	no | 
	yes | 
	yes | 
	no | 
	no | 
	yes | 
	yes | 
	no | 5 | 4 | 3 | 1 | 1 | 5 | 0 | 12 | 14 | 15 | 
| 
	GP | 
	F | 15 | 
	U | 
	GT3 | 
	T | 2 | 3 | 
	other | 
	other | 
	other | 
	father | 2 | 1 | 0 | 
	no | 
	yes | 
	no | 
	yes | 
	yes | 
	yes | 
	no | 
	no | 3 | 5 | 1 | 1 | 1 | 5 | 0 | 8 | 7 | 6 | 
| 
	GP | 
	M | 15 | 
	U | 
	LE3 | 
	T | 4 | 3 | 
	teacher | 
	services | 
	home | 
	mother | 1 | 3 | 0 | 
	no | 
	yes | 
	no | 
	yes | 
	yes | 
	yes | 
	yes | 
	no | 5 | 4 | 3 | 1 | 1 | 4 | 2 | 15 | 16 | 18 | 
| 
	GP | 
	M | 16 | 
	R | 
	GT3 | 
	A | 4 | 4 | 
	other | 
	teacher | 
	reputation | 
	mother | 2 | 3 | 0 | 
	no | 
	yes | 
	no | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 2 | 4 | 3 | 1 | 1 | 5 | 7 | 15 | 16 | 15 | 
| 
	GP | 
	F | 15 | 
	R | 
	GT3 | 
	T | 3 | 4 | 
	services | 
	health | 
	course | 
	mother | 1 | 3 | 0 | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 
	no | 4 | 3 | 2 | 1 | 1 | 5 | 2 | 12 | 12 | 11 | 
| 
	GP | 
	F | 15 | 
	R | 
	GT3 | 
	T | 2 | 2 | 
	at_home | 
	other | 
	reputation | 
	mother | 1 | 1 | 0 | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 
	no | 
	no | 4 | 3 | 1 | 1 | 1 | 2 | 8 | 14 | 13 | 13 | 
| 
	GP | 
	F | 16 | 
	U | 
	LE3 | 
	T | 2 | 2 | 
	other | 
	other | 
	home | 
	mother | 2 | 2 | 1 | 
	no | 
	yes | 
	no | 
	yes | 
	no | 
	yes | 
	yes | 
	yes | 3 | 3 | 3 | 1 | 2 | 3 | 25 | 7 | 10 | 11 | 
| 
	GP | 
	M | 15 | 
	U | 
	LE3 | 
	T | 4 | 4 | 
	teacher | 
	other | 
	home | 
	other | 1 | 1 | 0 | 
	no | 
	yes | 
	no | 
	no | 
	no | 
	yes | 
	yes | 
	yes | 5 | 4 | 3 | 2 | 4 | 5 | 8 | 12 | 12 | 12 | 
| 
	GP | 
	M | 15 | 
	U | 
	GT3 | 
	T | 4 | 4 | 
	services | 
	teacher | 
	course | 
	father | 1 | 2 | 0 | 
	no | 
	yes | 
	no | 
	yes | 
	yes | 
	yes | 
	yes | 
	no | 4 | 3 | 3 | 1 | 1 | 5 | 2 | 19 | 18 | 18 | 
| 
	GP | 
	M | 15 | 
	U | 
	GT3 | 
	T | 2 | 2 | 
	services | 
	services | 
	course | 
	father | 1 | 1 | 0 | 
	yes | 
	yes | 
	no | 
	no | 
	yes | 
	yes | 
	yes | 
	no | 5 | 4 | 1 | 1 | 1 | 1 | 0 | 8 | 8 | 11 | 
| 
	GP | 
	F | 16 | 
	U | 
	LE3 | 
	T | 2 | 2 | 
	other | 
	at_home | 
	course | 
	father | 2 | 2 | 1 | 
	yes | 
	no | 
	no | 
	yes | 
	yes | 
	yes | 
	yes | 
	no | 4 | 3 | 3 | 2 | 2 | 5 | 14 | 10 | 10 | 9 | 
| 
	GP | 
	F | 15 | 
	U | 
	LE3 | 
	A | 4 | 3 | 
	other | 
	other | 
	course | 
	mother | 1 | 2 | 0 | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 5 | 2 | 2 | 1 | 1 | 5 | 8 | 8 | 8 | 6 | 
| 
	GP | 
	F | 16 | 
	U | 
	LE3 | 
	A | 3 | 3 | 
	other | 
	services | 
	home | 
	mother | 1 | 2 | 0 | 
	no | 
	yes | 
	no | 
	no | 
	yes | 
	yes | 
	yes | 
	no | 2 | 3 | 5 | 1 | 4 | 3 | 12 | 11 | 12 | 11 | 
| 
	GP | 
	M | 16 | 
	U | 
	GT3 | 
	T | 4 | 3 | 
	health | 
	services | 
	reputation | 
	mother | 1 | 4 | 0 | 
	no | 
	no | 
	no | 
	yes | 
	yes | 
	yes | 
	yes | 
	no | 4 | 2 | 2 | 1 | 1 | 2 | 4 | 19 | 19 | 20 | 
| 
	GP | 
	M | 15 | 
	U | 
	GT3 | 
	T | 4 | 2 | 
	teacher | 
	other | 
	home | 
	mother | 1 | 2 | 0 | 
	no | 
	yes | 
	yes | 
	no | 
	yes | 
	yes | 
	no | 
	no | 4 | 3 | 3 | 2 | 2 | 5 | 2 | 15 | 15 | 14 | 
| 
	GP | 
	F | 15 | 
	U | 
	GT3 | 
	T | 4 | 4 | 
	services | 
	teacher | 
	other | 
	father | 1 | 2 | 1 | 
	yes | 
	yes | 
	no | 
	yes | 
	no | 
	yes | 
	yes | 
	no | 4 | 4 | 4 | 1 | 1 | 3 | 2 | 7 | 7 | 7 | 
| 
	GP | 
	F | 16 | 
	U | 
	LE3 | 
	T | 2 | 2 | 
	services | 
	services | 
	course | 
	mother | 3 | 2 | 0 | 
	no | 
	yes | 
	yes | 
	no | 
	yes | 
	yes | 
	yes | 
	no | 4 | 3 | 3 | 2 | 3 | 4 | 2 | 12 | 13 | 13 | 
| 
	GP | 
	F | 15 | 
	U | 
	LE3 | 
	T | 4 | 2 | 
	health | 
	other | 
	other | 
	mother | 1 | 2 | 0 | 
	no | 
	yes | 
	yes | 
	no | 
	yes | 
	yes | 
	yes | 
	no | 4 | 3 | 3 | 1 | 1 | 5 | 2 | 11 | 13 | 13 | 
| 
	GP | 
	M | 15 | 
	U | 
	LE3 | 
	A | 4 | 2 | 
	health | 
	health | 
	other | 
	father | 2 | 1 | 1 | 
	no | 
	no | 
	no | 
	no | 
	yes | 
	yes | 
	no | 
	no | 5 | 5 | 5 | 3 | 4 | 5 | 6 | 11 | 11 | 10 | 
| 
	GP | 
	F | 15 | 
	U | 
	GT3 | 
	T | 4 | 4 | 
	services | 
	services | 
	course | 
	mother | 1 | 1 | 0 | 
	yes | 
	yes | 
	yes | 
	no | 
	yes | 
	yes | 
	yes | 
	no | 3 | 3 | 4 | 2 | 3 | 5 | 0 | 8 | 10 | 11 | 
| 
	GP | 
	F | 15 | 
	U | 
	LE3 | 
	A | 3 | 3 | 
	other | 
	other | 
	other | 
	mother | 1 | 1 | 0 | 
	no | 
	no | 
	yes | 
	no | 
	yes | 
	yes | 
	yes | 
	no | 5 | 3 | 4 | 4 | 4 | 1 | 6 | 10 | 13 | 13 | 
| 
	GP | 
	F | 16 | 
	U | 
	GT3 | 
	A | 2 | 1 | 
	other | 
	other | 
	other | 
	mother | 1 | 2 | 0 | 
	no | 
	no | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 5 | 3 | 4 | 1 | 1 | 2 | 8 | 8 | 9 | 10 | 
| 
	GP | 
	F | 15 | 
	U | 
	GT3 | 
	A | 4 | 3 | 
	services | 
	services | 
	reputation | 
	mother | 1 | 2 | 0 | 
	no | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 
	no | 4 | 3 | 2 | 1 | 1 | 1 | 0 | 14 | 15 | 15 | 
| 
	GP | 
	M | 15 | 
	U | 
	GT3 | 
	T | 4 | 4 | 
	teacher | 
	health | 
	reputation | 
	mother | 1 | 2 | 0 | 
	no | 
	yes | 
	no | 
	yes | 
	yes | 
	yes | 
	no | 
	no | 3 | 2 | 2 | 1 | 1 | 5 | 4 | 14 | 15 | 15 | 
| 
	GP | 
	M | 15 | 
	U | 
	LE3 | 
	T | 1 | 2 | 
	other | 
	at_home | 
	home | 
	father | 1 | 2 | 0 | 
	yes | 
	yes | 
	no | 
	yes | 
	yes | 
	yes | 
	yes | 
	no | 4 | 3 | 2 | 1 | 1 | 5 | 2 | 9 | 10 | 9 | 
| 
	GP | 
	F | 16 | 
	U | 
	GT3 | 
	T | 4 | 2 | 
	services | 
	other | 
	course | 
	mother | 1 | 2 | 0 | 
	no | 
	yes | 
	no | 
	no | 
	yes | 
	yes | 
	yes | 
	no | 4 | 2 | 3 | 1 | 1 | 5 | 2 | 15 | 16 | 16 | 
| 
	GP | 
	F | 16 | 
	R | 
	GT3 | 
	T | 4 | 4 | 
	health | 
	teacher | 
	other | 
	mother | 1 | 2 | 0 | 
	no | 
	yes | 
	no | 
	yes | 
	yes | 
	yes | 
	no | 
	no | 2 | 4 | 4 | 2 | 3 | 4 | 6 | 10 | 11 | 11 | 
| 
	GP | 
	F | 16 | 
	U | 
	GT3 | 
	T | 1 | 1 | 
	services | 
	services | 
	course | 
	father | 4 | 1 | 0 | 
	yes | 
	yes | 
	no | 
	yes | 
	no | 
	yes | 
	yes | 
	yes | 5 | 5 | 5 | 5 | 5 | 5 | 6 | 10 | 8 | 11 | 
| 
	GP | 
	F | 16 | 
	U | 
	LE3 | 
	T | 1 | 2 | 
	other | 
	services | 
	reputation | 
	father | 1 | 2 | 0 | 
	yes | 
	no | 
	no | 
	yes | 
	yes | 
	yes | 
	yes | 
	no | 4 | 4 | 3 | 1 | 1 | 1 | 4 | 8 | 10 | 9 | 
| 
	GP | 
	F | 16 | 
	U | 
	GT3 | 
	T | 4 | 3 | 
	teacher | 
	health | 
	home | 
	mother | 1 | 3 | 0 | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 
	no | 3 | 4 | 4 | 2 | 4 | 4 | 2 | 10 | 9 | 9 | 
| 
	GP | 
	F | 15 | 
	U | 
	LE3 | 
	T | 4 | 3 | 
	services | 
	services | 
	reputation | 
	father | 1 | 2 | 0 | 
	yes | 
	no | 
	no | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 4 | 4 | 4 | 2 | 4 | 2 | 0 | 10 | 10 | 10 | 
| 
	GP | 
	F | 16 | 
	U | 
	LE3 | 
	T | 4 | 3 | 
	teacher | 
	services | 
	course | 
	mother | 3 | 2 | 0 | 
	no | 
	yes | 
	no | 
	yes | 
	yes | 
	yes | 
	yes | 
	no | 5 | 4 | 3 | 1 | 2 | 1 | 2 | 16 | 15 | 15 | 
| 
	GP | 
	M | 15 | 
	U | 
	GT3 | 
	A | 4 | 4 | 
	other | 
	services | 
	reputation | 
	mother | 1 | 4 | 0 | 
	no | 
	yes | 
	no | 
	yes | 
	no | 
	yes | 
	yes | 
	yes | 1 | 3 | 3 | 5 | 5 | 3 | 4 | 13 | 13 | 12 | 
| 
	GP | 
	F | 16 | 
	U | 
	GT3 | 
	T | 3 | 1 | 
	services | 
	other | 
	course | 
	mother | 1 | 4 | 0 | 
	yes | 
	yes | 
	yes | 
	no | 
	yes | 
	yes | 
	yes | 
	no | 4 | 3 | 3 | 1 | 2 | 5 | 4 | 7 | 7 | 6 | 
| 
	GP | 
	F | 15 | 
	R | 
	LE3 | 
	T | 2 | 2 | 
	health | 
	services | 
	reputation | 
	mother | 2 | 2 | 0 | 
	yes | 
	yes | 
	yes | 
	no | 
	yes | 
	yes | 
	yes | 
	no | 4 | 1 | 3 | 1 | 3 | 4 | 2 | 8 | 9 | 8 | 
| 
	GP | 
	F | 15 | 
	R | 
	LE3 | 
	T | 3 | 1 | 
	other | 
	other | 
	reputation | 
	father | 2 | 4 | 0 | 
	no | 
	yes | 
	no | 
	no | 
	no | 
	yes | 
	yes | 
	no | 4 | 4 | 2 | 2 | 3 | 3 | 12 | 16 | 16 | 16 | 
| 
	GP | 
	M | 16 | 
	U | 
	GT3 | 
	T | 3 | 1 | 
	other | 
	other | 
	reputation | 
	father | 2 | 4 | 0 | 
	no | 
	yes | 
	yes | 
	no | 
	yes | 
	yes | 
	yes | 
	no | 4 | 3 | 2 | 1 | 1 | 5 | 0 | 13 | 15 | 15 | 
| 
	GP | 
	M | 15 | 
	U | 
	GT3 | 
	T | 4 | 2 | 
	other | 
	other | 
	course | 
	mother | 1 | 4 | 0 | 
	no | 
	no | 
	no | 
	no | 
	yes | 
	yes | 
	yes | 
	no | 3 | 3 | 3 | 1 | 1 | 3 | 0 | 10 | 10 | 10 | 
| 
	GP | 
	F | 15 | 
	R | 
	GT3 | 
	T | 1 | 1 | 
	other | 
	other | 
	reputation | 
	mother | 1 | 2 | 2 | 
	yes | 
	yes | 
	no | 
	no | 
	no | 
	yes | 
	yes | 
	yes | 3 | 3 | 4 | 2 | 4 | 5 | 2 | 8 | 6 | 5 | 
| 
	GP | 
	M | 16 | 
	U | 
	GT3 | 
	T | 3 | 1 | 
	other | 
	other | 
	reputation | 
	mother | 1 | 1 | 0 | 
	no | 
	no | 
	no | 
	yes | 
	yes | 
	yes | 
	no | 
	no | 5 | 3 | 2 | 2 | 2 | 5 | 2 | 12 | 12 | 14 | 
| 
	GP | 
	F | 16 | 
	U | 
	GT3 | 
	T | 3 | 3 | 
	other | 
	services | 
	home | 
	mother | 1 | 2 | 0 | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 
	no | 4 | 3 | 3 | 2 | 4 | 5 | 54 | 11 | 12 | 11 | 
| 
	GP | 
	M | 15 | 
	U | 
	GT3 | 
	T | 4 | 3 | 
	teacher | 
	other | 
	home | 
	mother | 1 | 2 | 0 | 
	no | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 
	no | 4 | 3 | 3 | 2 | 3 | 5 | 6 | 9 | 9 | 10 | 
| 
	GP | 
	M | 15 | 
	U | 
	GT3 | 
	T | 4 | 0 | 
	teacher | 
	other | 
	course | 
	mother | 2 | 4 | 0 | 
	no | 
	no | 
	no | 
	yes | 
	yes | 
	yes | 
	yes | 
	no | 3 | 4 | 3 | 1 | 1 | 1 | 8 | 11 | 11 | 10 | 
| 
	GP | 
	F | 16 | 
	U | 
	GT3 | 
	T | 2 | 2 | 
	other | 
	other | 
	reputation | 
	mother | 1 | 4 | 0 | 
	no | 
	no | 
	yes | 
	no | 
	yes | 
	yes | 
	yes | 
	yes | 5 | 2 | 3 | 1 | 3 | 3 | 0 | 11 | 11 | 11 | 
| 
	GP | 
	M | 17 | 
	U | 
	GT3 | 
	T | 2 | 1 | 
	other | 
	other | 
	home | 
	mother | 2 | 1 | 3 | 
	yes | 
	yes | 
	no | 
	yes | 
	yes | 
	no | 
	yes | 
	no | 4 | 5 | 1 | 1 | 1 | 3 | 2 | 8 | 8 | 10 | 
| 
	GP | 
	F | 16 | 
	U | 
	GT3 | 
	T | 3 | 4 | 
	at_home | 
	other | 
	course | 
	mother | 1 | 2 | 0 | 
	no | 
	yes | 
	no | 
	no | 
	yes | 
	yes | 
	yes | 
	no | 2 | 4 | 3 | 1 | 2 | 3 | 12 | 5 | 5 | 5 | 
| 
	GP | 
	M | 15 | 
	U | 
	GT3 | 
	T | 2 | 3 | 
	other | 
	services | 
	course | 
	father | 1 | 1 | 0 | 
	yes | 
	yes | 
	yes | 
	yes | 
	no | 
	yes | 
	yes | 
	yes | 3 | 2 | 2 | 1 | 3 | 3 | 2 | 10 | 12 | 12 | 
| 
	GP | 
	M | 15 | 
	U | 
	GT3 | 
	T | 2 | 3 | 
	other | 
	other | 
	home | 
	mother | 1 | 3 | 0 | 
	yes | 
	no | 
	yes | 
	no | 
	no | 
	yes | 
	yes | 
	no | 5 | 3 | 2 | 1 | 2 | 5 | 4 | 11 | 10 | 11 | 
| 
	GP | 
	F | 15 | 
	U | 
	LE3 | 
	T | 3 | 2 | 
	services | 
	other | 
	reputation | 
	mother | 1 | 2 | 0 | 
	no | 
	yes | 
	yes | 
	no | 
	yes | 
	yes | 
	yes | 
	no | 4 | 4 | 4 | 1 | 1 | 5 | 10 | 7 | 6 | 6 | 
| 
	GP | 
	M | 15 | 
	U | 
	LE3 | 
	T | 2 | 2 | 
	services | 
	services | 
	home | 
	mother | 2 | 2 | 0 | 
	no | 
	no | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 
	no | 5 | 3 | 3 | 1 | 3 | 4 | 4 | 15 | 15 | 15 | 
| 
	GP | 
	F | 15 | 
	U | 
	GT3 | 
	T | 1 | 1 | 
	other | 
	other | 
	home | 
	father | 1 | 2 | 0 | 
	no | 
	yes | 
	no | 
	yes | 
	no | 
	yes | 
	yes | 
	no | 4 | 3 | 2 | 2 | 3 | 4 | 2 | 9 | 10 | 10 | 
| 
	GP | 
	F | 15 | 
	U | 
	GT3 | 
	T | 4 | 4 | 
	services | 
	services | 
	reputation | 
	father | 2 | 2 | 2 | 
	no | 
	no | 
	yes | 
	no | 
	yes | 
	yes | 
	yes | 
	yes | 4 | 4 | 4 | 2 | 3 | 5 | 6 | 7 | 9 | 8 | 
| 
	GP | 
	F | 16 | 
	U | 
	LE3 | 
	T | 2 | 2 | 
	at_home | 
	other | 
	course | 
	mother | 1 | 2 | 0 | 
	no | 
	yes | 
	no | 
	no | 
	yes | 
	yes | 
	no | 
	no | 4 | 3 | 4 | 1 | 2 | 2 | 4 | 8 | 7 | 6 | 
| 
	GP | 
	F | 15 | 
	U | 
	GT3 | 
	T | 4 | 2 | 
	other | 
	other | 
	reputation | 
	mother | 1 | 3 | 0 | 
	no | 
	yes | 
	no | 
	yes | 
	yes | 
	yes | 
	yes | 
	no | 5 | 3 | 3 | 1 | 3 | 1 | 4 | 13 | 14 | 14 | 
| 
	GP | 
	M | 16 | 
	U | 
	GT3 | 
	T | 2 | 2 | 
	services | 
	other | 
	reputation | 
	father | 2 | 2 | 1 | 
	no | 
	no | 
	yes | 
	yes | 
	no | 
	yes | 
	yes | 
	no | 4 | 4 | 2 | 1 | 1 | 3 | 12 | 11 | 10 | 10 | 
| 
	GP | 
	M | 16 | 
	U | 
	LE3 | 
	A | 4 | 4 | 
	teacher | 
	health | 
	reputation | 
	mother | 1 | 2 | 0 | 
	no | 
	yes | 
	no | 
	no | 
	yes | 
	yes | 
	no | 
	no | 4 | 1 | 3 | 3 | 5 | 5 | 18 | 8 | 6 | 7 | 
| 
	GP | 
	F | 16 | 
	U | 
	GT3 | 
	T | 3 | 3 | 
	other | 
	other | 
	home | 
	mother | 1 | 3 | 0 | 
	no | 
	yes | 
	yes | 
	no | 
	yes | 
	yes | 
	yes | 
	yes | 4 | 3 | 3 | 1 | 3 | 4 | 0 | 7 | 7 | 8 | 
| 
	GP | 
	F | 15 | 
	U | 
	GT3 | 
	T | 4 | 3 | 
	services | 
	other | 
	reputation | 
	mother | 1 | 1 | 0 | 
	no | 
	no | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 
	no | 4 | 5 | 5 | 1 | 3 | 1 | 4 | 16 | 17 | 18 | 
| 
	GP | 
	F | 16 | 
	U | 
	LE3 | 
	T | 3 | 1 | 
	other | 
	other | 
	home | 
	father | 1 | 2 | 0 | 
	yes | 
	yes | 
	no | 
	no | 
	yes | 
	yes | 
	no | 
	no | 3 | 3 | 3 | 2 | 3 | 2 | 4 | 7 | 6 | 6 | 
| 
	GP | 
	F | 16 | 
	U | 
	GT3 | 
	T | 4 | 2 | 
	teacher | 
	services | 
	home | 
	mother | 2 | 2 | 0 | 
	no | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 
	no | 5 | 3 | 3 | 1 | 1 | 1 | 0 | 11 | 10 | 10 | 
| 
	GP | 
	M | 15 | 
	U | 
	LE3 | 
	T | 2 | 2 | 
	services | 
	health | 
	reputation | 
	mother | 1 | 4 | 0 | 
	no | 
	yes | 
	no | 
	yes | 
	yes | 
	yes | 
	yes | 
	no | 4 | 3 | 4 | 1 | 1 | 4 | 6 | 11 | 13 | 14 | 
| 
	GP | 
	F | 15 | 
	R | 
	GT3 | 
	T | 1 | 1 | 
	at_home | 
	other | 
	home | 
	mother | 2 | 4 | 1 | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 
	yes | 
	no | 3 | 1 | 2 | 1 | 1 | 1 | 2 | 7 | 10 | 10 | 
| 
	GP | 
	M | 16 | 
	R | 
	GT3 | 
	T | 4 | 3 | 
	services | 
	other | 
	reputation | 
	mother | 2 | 1 | 0 | 
	yes | 
	yes | 
	no | 
	yes | 
	no | 
	yes | 
	yes | 
	no | 3 | 3 | 3 | 1 | 1 | 4 | 2 | 11 | 15 | 15 | 
| 
	GP | 
	F | 16 | 
	U | 
	GT3 | 
	T | 2 | 1 | 
	other | 
	other | 
	course | 
	mother | 1 | 2 | 0 | 
	no | 
	yes | 
	yes | 
	no | 
	yes | 
	yes | 
	no | 
	yes | 4 | 3 | 5 | 1 | 1 | 5 | 2 | 8 | 9 | 10 | 
| 
	GP | 
	F | 16 | 
	U | 
	GT3 | 
	T | 4 | 4 | 
	other | 
	other | 
	reputation | 
	mother | 1 | 1 | 0 | 
	no | 
	no | 
	no | 
	yes | 
	no | 
	yes | 
	yes | 
	no | 5 | 3 | 4 | 1 | 2 | 1 | 6 | 11 | 14 | 14 | 
| 
	GP | 
	F | 16 | 
	U | 
	GT3 | 
	T | 4 | 3 | 
	other | 
	at_home | 
	course | 
	mother | 1 | 3 | 0 | 
	yes | 
	yes | 
	yes | 
	no | 
	yes | 
	yes | 
	yes | 
	no | 5 | 3 | 5 | 1 | 1 | 3 | 0 | 7 | 9 | 8 | 
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