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school
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2 values
sex
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2 values
age
int64
15
22
address
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famsize
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0
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Mjob
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reason
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1
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1
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1
5
health
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1
5
absences
int64
0
75
G1
int64
3
19
G2
int64
0
19
G3
float64
-19
92
GP
M
16
U
GT3
T
4
3
teacher
other
home
mother
1
2
0
no
yes
yes
yes
yes
yes
yes
no
3
4
3
2
3
3
10
9
8
-19
MHS
M
18
R
LE3
T
1
2
at_home
services
other
father
3
1
0
no
yes
yes
yes
yes
no
yes
yes
4
3
3
2
3
3
3
14
12
-7
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
-5
GP
M
18
R
GT3
T
2
2
services
other
reputation
mother
1
1
2
no
yes
no
yes
yes
yes
yes
no
3
3
3
1
2
4
0
7
4
0
GP
F
15
R
GT3
T
3
4
services
teacher
course
father
2
3
2
no
yes
no
no
yes
yes
yes
yes
4
2
2
2
2
5
0
12
0
0
GP
F
15
U
GT3
T
1
1
at_home
other
course
mother
3
1
0
no
yes
no
yes
no
yes
yes
yes
4
3
3
1
2
4
0
8
0
0
GP
M
15
R
GT3
T
3
4
at_home
teacher
course
mother
4
2
0
no
yes
no
no
yes
yes
no
yes
5
3
3
1
1
5
0
9
0
0
GP
F
15
U
GT3
T
4
4
services
at_home
course
mother
1
3
0
no
yes
no
yes
yes
yes
yes
yes
4
3
3
1
1
5
0
11
0
0
GP
M
17
R
GT3
T
3
4
at_home
other
course
mother
3
2
0
no
no
no
no
yes
yes
no
no
5
4
5
2
4
5
0
10
0
0
GP
F
16
U
GT3
A
3
3
other
other
course
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2
1
2
no
yes
no
yes
no
yes
yes
yes
4
3
2
1
1
5
0
4
0
0
GP
M
15
U
GT3
T
4
3
teacher
services
course
father
2
4
0
yes
yes
no
no
yes
yes
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2
2
2
1
1
3
0
7
9
0
GP
M
17
U
GT3
T
2
1
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home
mother
1
1
3
no
yes
no
no
yes
yes
yes
no
5
4
5
1
2
5
0
5
0
0
GP
F
15
U
GT3
T
3
2
health
services
home
father
1
2
3
no
yes
no
no
yes
yes
yes
no
3
3
2
1
1
3
0
6
7
0
GP
M
16
U
GT3
T
4
4
teacher
teacher
course
mother
1
1
0
no
yes
no
no
yes
no
yes
yes
3
3
2
2
1
5
0
7
6
0
GP
M
18
U
LE3
T
1
1
other
other
course
mother
1
1
3
no
no
no
no
yes
no
yes
yes
2
3
5
2
5
4
0
6
5
0
GP
M
19
U
GT3
T
3
2
services
at_home
home
mother
1
1
3
no
yes
no
no
yes
no
yes
yes
4
5
4
1
1
4
0
5
0
0
GP
M
17
R
LE3
T
2
1
at_home
other
course
mother
2
1
2
no
no
no
yes
yes
no
yes
yes
3
3
2
2
2
5
0
7
6
0
GP
M
16
U
LE3
T
1
2
other
other
course
mother
2
1
1
no
no
no
yes
yes
yes
no
no
4
4
4
2
4
5
0
7
0
0
GP
F
16
U
GT3
T
2
2
other
other
home
mother
1
2
0
no
yes
yes
no
no
yes
yes
no
5
1
5
1
1
4
0
6
7
0
GP
M
16
U
GT3
T
3
4
other
other
course
father
3
1
2
no
yes
no
yes
no
yes
yes
no
3
4
5
2
4
2
0
6
5
0
GP
F
16
U
GT3
T
1
3
at_home
services
home
mother
1
2
3
no
no
no
yes
no
yes
yes
yes
4
3
5
1
1
3
0
8
7
0
GP
F
17
U
GT3
T
1
1
at_home
other
reputation
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1
3
1
no
yes
no
yes
yes
yes
no
yes
4
3
4
1
1
5
0
6
5
0
GP
M
18
U
GT3
T
2
2
other
services
reputation
father
1
2
1
no
no
no
no
yes
no
yes
no
5
5
4
3
5
2
0
7
7
0
GP
M
16
U
LE3
T
4
3
teacher
other
course
mother
1
1
0
no
no
no
yes
no
yes
yes
no
5
4
5
1
1
3
0
6
0
0
GP
F
18
U
GT3
T
2
1
other
other
course
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2
3
0
no
yes
yes
no
no
yes
yes
yes
4
4
4
1
1
3
0
7
0
0
GP
F
17
U
LE3
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2
2
services
services
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1
4
0
no
no
yes
yes
yes
yes
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3
4
1
1
1
2
0
10
9
0
GP
F
18
U
GT3
T
2
2
at_home
services
home
mother
1
3
0
no
yes
yes
yes
yes
yes
yes
yes
4
3
3
1
1
3
0
9
10
0
GP
F
18
R
GT3
T
2
1
other
other
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mother
2
2
0
no
yes
no
no
yes
no
yes
yes
4
3
5
1
2
3
0
6
0
0
GP
F
19
U
GT3
T
4
4
health
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2
0
no
yes
yes
yes
yes
yes
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2
3
4
2
3
2
0
10
9
0
GP
F
19
U
LE3
T
1
2
services
services
home
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1
2
1
no
no
no
yes
no
yes
no
yes
4
2
4
2
2
3
0
9
9
0
GP
F
18
U
GT3
T
2
1
services
other
course
mother
2
2
0
no
yes
yes
yes
yes
yes
yes
no
5
3
3
1
2
1
0
8
8
0
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
0
7
0
0
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
8
8
0
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
0
10
9
0
GP
F
17
U
GT3
T
3
2
other
other
home
mother
1
2
0
no
yes
yes
no
yes
yes
yes
yes
4
3
2
2
3
2
0
7
8
0
GP
M
18
U
GT3
T
4
4
teacher
services
home
father
1
2
1
no
yes
no
yes
yes
yes
yes
no
4
3
3
2
2
2
0
10
10
0
GP
F
17
U
GT3
A
2
2
at_home
at_home
home
father
1
2
1
no
yes
no
no
yes
yes
yes
yes
3
3
1
1
2
4
0
9
8
0
MHS
F
17
R
GT3
T
1
1
other
services
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3
1
1
no
yes
yes
no
yes
yes
yes
yes
5
2
1
1
2
1
0
7
6
0
MHS
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
6
5
0
MHS
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
0
7
5
0
MHS
F
18
U
GT3
T
1
1
other
other
course
mother
2
2
1
no
no
no
yes
yes
yes
no
no
1
1
1
1
1
5
0
6
5
0
GP
F
17
U
GT3
T
4
3
other
other
reputation
mother
1
2
2
no
no
yes
no
yes
yes
yes
yes
3
4
5
2
4
1
22
6
6
4
GP
F
17
U
GT3
T
4
3
other
other
reputation
mother
1
2
2
no
no
yes
no
yes
yes
yes
yes
3
4
5
3
4
1
21
6
6
4
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
17
U
GT3
T
3
2
services
services
course
mother
1
1
2
no
yes
yes
yes
yes
yes
yes
no
5
5
5
2
4
5
16
6
5
5
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
F
15
R
GT3
T
1
1
other
other
reputation
mother
1
2
2
no
yes
no
no
no
yes
yes
yes
3
3
4
2
4
5
2
8
6
5
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
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
14
5
5
5
GP
M
16
U
GT3
T
4
4
services
services
other
mother
1
1
0
yes
yes
yes
yes
yes
yes
yes
no
4
5
5
5
5
4
14
7
7
5
GP
M
16
U
GT3
T
4
4
services
services
other
mother
1
1
0
no
yes
yes
yes
yes
yes
yes
no
4
5
5
5
5
4
16
7
7
5
GP
M
18
R
LE3
T
3
3
other
services
course
mother
1
2
1
no
yes
no
no
yes
yes
yes
yes
4
3
3
1
3
5
8
3
5
5
GP
M
18
R
LE3
T
3
3
other
services
course
mother
1
2
1
no
yes
no
no
yes
yes
yes
yes
4
3
3
1
3
5
7
3
5
5
MHS
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
14
6
5
5
MHS
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
18
6
5
5
MHS
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
14
6
5
5
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
18
U
GT3
A
4
4
at_home
teacher
course
mother
2
2
0
no
no
no
no
yes
yes
no
no
4
3
4
1
1
3
7
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
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
9
5
5
6
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
MHS
F
16
U
GT3
T
4
4
services
teacher
course
mother
1
1
0
no
no
no
yes
yes
yes
yes
yes
4
3
1
1
1
5
18
13
14
17
MHS
F
16
U
GT3
T
4
4
services
teacher
course
mother
1
1
0
no
no
no
yes
yes
yes
yes
yes
4
4
2
1
1
4
14
13
14
17
MHS
M
18
U
GT3
T
4
4
services
teacher
home
father
2
1
0
no
no
no
yes
yes
yes
yes
yes
4
3
3
1
1
5
6
13
14
17
GP
F
16
U
GT3
T
4
4
services
teacher
course
mother
2
2
0
no
no
no
yes
yes
yes
yes
yes
4
4
1
1
1
4
7
13
14
17
GP
F
16
U
GT3
T
4
4
services
teacher
course
mother
2
2
0
no
no
no
yes
yes
yes
yes
yes
4
3
2
1
1
5
4
13
14
17
GP
F
16
U
GT3
T
4
4
services
teacher
course
father
1
2
0
no
no
no
yes
yes
yes
yes
yes
4
4
3
1
1
4
9
13
14
17
GP
F
16
U
GT3
T
4
4
services
teacher
course
father
1
2
0
no
no
no
yes
yes
yes
yes
yes
4
3
1
1
1
5
6
13
14
17
GP
F
17
U
GT3
T
4
4
services
teacher
home
mother
2
2
0
no
no
no
yes
yes
yes
yes
yes
4
4
2
1
1
4
6
13
14
17
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
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
18
8
7
6
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
15
U
LE3
A
4
3
other
other
course
mother
1
2
0
no
yes
yes
yes
yes
yes
yes
yes
5
2
2
1
1
5
10
8
8
6
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
16
U
GT3
T
3
1
services
other
course
mother
1
4
0
no
yes
yes
no
yes
yes
yes
no
4
3
3
1
2
5
9
7
7
6
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
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
15
7
6
6
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
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
4
2
15
8
7
6
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
4
2
8
7
6
6
GP
F
16
U
LE3
T
3
1
other
other
home
father
1
2
0
no
yes
no
no
yes
yes
no
no
3
3
3
2
3
2
4
7
6
6
GP
F
15
U
GT3
T
3
2
services
other
home
mother
2
2
0
yes
yes
yes
no
yes
yes
yes
no
4
3
5
1
1
2
26
7
6
6
GP
M
17
U
GT3
T
3
3
other
other
reputation
father
1
2
0
no
no
no
yes
no
yes
yes
no
4
3
4
1
4
4
4
6
5
6
GP
M
17
U
GT3
T
3
3
other
other
reputation
father
1
2
0
no
no
no
yes
no
yes
yes
no
4
3
4
1
4
4
8
6
5
6
GP
F
17
R
GT3
T
2
2
other
other
reputation
mother
1
1
0
no
yes
no
no
yes
yes
yes
no
5
3
2
1
2
3
18
7
6
6
GP
F
17
R
GT3
T
2
1
at_home
services
reputation
mother
2
2
0
no
yes
no
yes
yes
yes
yes
no
4
2
5
1
2
5
2
6
6
6
GP
M
16
U
LE3
T
1
1
other
other
home
mother
2
2
0
no
yes
yes
no
yes
yes
yes
no
3
4
2
1
1
5
18
9
7
6
GP
M
18
U
LE3
T
1
1
other
other
home
mother
2
2
0
no
yes
yes
no
yes
yes
no
no
3
4
2
1
1
5
18
9
7
6
GP
M
17
U
LE3
T
1
1
other
other
home
mother
2
2
0
no
yes
yes
no
yes
yes
no
no
3
4
2
1
4
5
18
9
7
6
GP
F
16
U
LE3
T
1
1
other
other
home
mother
2
2
0
no
yes
yes
no
yes
yes
no
no
3
4
2
1
3
5
18
9
7
6
GP
M
17
U
LE3
T
1
1
other
other
home
mother
2
2
0
no
yes
yes
no
yes
yes
no
no
3
4
2
1
5
5
18
9
7
6
GP
M
18
U
LE3
T
1
1
other
other
home
mother
2
2
0
no
yes
yes
no
yes
yes
no
no
3
4
2
1
4
5
18
9
7
6
GP
M
16
U
LE3
T
1
1
other
other
home
mother
2
2
0
no
yes
yes
no
yes
yes
no
no
3
4
2
1
3
5
18
9
7
6
GP
F
17
U
LE3
T
1
1
other
other
home
mother
2
2
0
no
yes
yes
no
yes
yes
no
no
3
4
2
1
5
5
18
9
7
6
GP
M
18
U
LE3
T
1
1
other
other
home
mother
2
2
0
no
yes
yes
no
yes
yes
no
no
3
4
2
1
4
5
18
9
7
6
GP
M
17
U
LE3
T
1
1
other
other
home
mother
2
2
0
no
yes
yes
no
yes
yes
no
no
3
4
2
1
3
5
18
9
7
6
GP
M
16
U
LE3
T
1
1
other
other
home
mother
2
2
0
no
yes
yes
no
yes
yes
no
no
3
4
2
1
5
5
18
9
7
6
GP
F
18
U
LE3
T
1
1
other
other
home
mother
2
2
0
no
yes
yes
no
yes
yes
no
no
3
4
2
1
4
5
18
9
7
6
GP
M
16
U
LE3
T
1
1
other
other
home
mother
2
2
0
no
yes
yes
no
yes
yes
no
no
3
4
2
1
3
5
18
9
7
6
GP
M
16
U
LE3
T
1
1
other
other
home
mother
2
2
0
no
yes
yes
no
yes
yes
no
no
3
4
2
1
5
5
18
9
7
6
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