The code should be in python

above table from Excel file...

school

gender

age

address

famsize

Pstatus

Medu

Fedu

Mjob

Fjob

reason

guardian

traveltime

studytime

failures

schoolsup

famsup

paid

activities

internet

health

absences

G1

G2

G3

GP

F

18

U

GT3

A

4

4

at_home

teacher

course

mother

2

2

0

yes

no

no

no

no

3

6

5.09

6.23

6.86

GP

F

17

U

GT3

T

1

1

at_home

other

course

father

1

2

0

no

yes

no

no

yes

3

4

5.35

5.32

6.24

GP

F

15

U

LE3

T

1

1

at_home

other

other

mother

1

2

3

yes

no

yes

no

yes

3

10

7.99

8.05

10.45

GP

F

15

U

GT3

T

4

2

health

services

home

mother

1

3

0

no

yes

yes

yes

yes

5

2

15.28

14.64

15.09

GP

F

16

U

GT3

T

3

3

other

other

home

father

1

2

0

no

yes

yes

no

no

5

4

6.18

10.63

10.94