Age
int64
Grade
int64
Gender
string
Race
string
SES_Quartile
int64
ParentalEducation
string
SchoolType
string
Locale
string
TestScore_Math
float64
TestScore_Reading
float64
TestScore_Science
float64
GPA
float64
AttendanceRate
float64
StudyHours
float64
InternetAccess
int64
Extracurricular
int64
PartTimeJob
int64
ParentSupport
int64
Romantic
int64
FreeTime
int64
GoOut
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18
12
Female
Black
1
<HS
Public
Rural
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3.228138
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1
1
0
0
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3
2
15
10
Male
White
4
SomeCollege
Public
Town
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76.992862
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1.128662
1
0
0
1
0
1
1
14
9
Male
White
2
Bachelors+
Public
Rural
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74.311977
79.224445
3.059001
0.887408
1.16232
1
1
0
1
0
5
5
18
12
Male
Hispanic
3
SomeCollege
Private
City
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96.253754
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1
1
0
1
0
2
4
14
9
Female
Hispanic
3
<HS
Public
Suburban
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1
1
1
0
0
2
1
15
10
Female
Other
4
SomeCollege
Private
Rural
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0.574656
1
1
0
0
0
5
2
17
12
Female
White
4
Bachelors+
Public
Rural
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1.117151
1
0
0
1
0
3
2
17
12
Female
Black
3
SomeCollege
Public
Suburban
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1
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0
1
0
3
1
16
11
Female
Black
4
Bachelors+
Public
Town
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1
0
0
0
0
2
2
17
12
Female
Two-or-more
1
HS
Public
City
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1
1
0
1
0
3
1
17
12
Female
Hispanic
4
HS
Public
Town
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1
1
1
0
0
3
1
18
12
Male
White
4
Bachelors+
Private
Suburban
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1
1
0
0
0
4
4
17
12
Female
White
2
HS
Public
Town
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1
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0
0
0
2
1
16
11
Female
Hispanic
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Bachelors+
Public
Suburban
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1
0
0
0
0
2
2
15
10
Male
White
3
HS
Public
Suburban
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1
0
0
1
0
2
1
17
12
Female
Asian
4
Bachelors+
Public
Suburban
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1
0
0
1
0
2
2
15
10
Female
Hispanic
3
SomeCollege
Public
City
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1
1
1
1
0
2
3
18
12
Male
Hispanic
4
Bachelors+
Public
City
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1
0
0
1
0
3
1
18
12
Male
Black
2
<HS
Public
Rural
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1
1
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0
0
1
3
16
11
Female
Black
4
Bachelors+
Public
Suburban
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1.076294
1
1
0
0
0
5
4
14
9
Male
Asian
2
HS
Private
Suburban
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1
1
0
0
0
3
1
17
12
Male
Two-or-more
1
<HS
Public
Suburban
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1
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0
0
1
5
1
16
11
Male
White
2
HS
Public
City
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1
1
0
0
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3
3
16
11
Female
White
4
<HS
Public
City
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1
1
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0
0
4
1
14
9
Male
White
4
SomeCollege
Private
City
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1
0
0
0
0
3
1
17
12
Male
Hispanic
2
HS
Public
Town
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0.902417
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1
1
1
0
0
3
1
14
9
Female
White
4
SomeCollege
Public
Suburban
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1
1
0
0
0
5
1
15
10
Female
White
3
SomeCollege
Public
Town
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1
0
0
1
0
3
2
14
9
Male
White
2
HS
Private
Suburban
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1
0
0
1
0
4
1
18
12
Male
Black
2
SomeCollege
Public
Suburban
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1
0
1
1
0
4
1
16
11
Male
Black
3
Bachelors+
Private
Rural
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69.276952
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2.233992
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1.310213
1
0
0
0
0
5
1
16
11
Female
Asian
1
HS
Public
Suburban
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1
1
0
1
0
3
3
15
10
Male
White
1
HS
Public
City
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69.803788
74.168323
3.089672
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0.996909
0
0
0
1
1
1
4
16
11
Female
Black
1
<HS
Public
Town
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1
0
0
1
0
3
2
17
12
Female
White
3
SomeCollege
Private
Suburban
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69.322977
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1
0
0
0
1
1
2
14
9
Female
White
4
HS
Private
Rural
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70.543102
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1
0
0
1
0
3
4
16
11
Male
Black
2
HS
Public
Suburban
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54.761115
45.995102
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0
0
0
0
3
2
18
12
Male
Hispanic
2
SomeCollege
Public
Town
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1
1
0
0
0
3
1
17
12
Female
Asian
4
Bachelors+
Public
Suburban
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0.936999
1.536903
1
1
0
1
1
4
2
15
10
Male
Black
2
HS
Public
Suburban
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0
1
0
0
4
2
15
10
Male
White
4
SomeCollege
Private
City
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1.10617
1
1
0
1
0
4
1
14
9
Female
Hispanic
4
SomeCollege
Public
City
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1
1
0
1
1
3
2
15
10
Female
Two-or-more
2
SomeCollege
Public
City
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86.263407
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1.177578
1
0
1
0
1
3
3
15
10
Male
White
3
Bachelors+
Public
Rural
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3.065709
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1.453975
1
0
1
1
0
2
3
15
10
Female
White
3
<HS
Public
Rural
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1.050526
1
1
0
1
0
2
3
18
12
Male
White
1
<HS
Public
Suburban
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61.265578
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1.242996
1
1
0
0
0
5
1
17
12
Female
White
3
Bachelors+
Public
City
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0.861865
0.809505
1
1
0
1
0
1
2
15
10
Female
White
1
<HS
Public
Suburban
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96.799947
87.049233
3.630506
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1.120104
0
0
0
0
0
3
1
17
12
Female
Asian
2
HS
Public
City
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1
1
0
0
0
5
2
18
12
Male
Other
3
HS
Public
Suburban
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1
0
0
0
1
5
2
17
12
Male
White
1
<HS
Public
Suburban
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2.598654
0.893004
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0
1
1
0
1
3
2
15
10
Female
Hispanic
1
HS
Public
Rural
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2.884259
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1
0
1
0
1
3
1
17
12
Female
White
3
SomeCollege
Public
City
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2.544546
0.89079
0.446682
0
1
1
1
0
3
3
18
12
Female
White
3
HS
Public
City
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0.828546
0.59006
1
0
0
0
0
4
3
18
12
Male
Black
1
<HS
Public
Rural
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3.885794
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1.484132
1
1
0
0
1
3
3
17
12
Female
Hispanic
4
HS
Public
City
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0.827083
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1
1
0
0
0
3
3
15
10
Female
Hispanic
1
SomeCollege
Public
Rural
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2.49755
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0.653288
1
0
0
0
1
4
2
18
12
Male
White
2
HS
Public
Suburban
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1
0
0
0
0
4
2
17
12
Male
Hispanic
1
SomeCollege
Public
City
100
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100
3.467677
1
1.075518
1
1
0
1
0
3
1
14
9
Male
Hispanic
2
Bachelors+
Private
Suburban
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53.692063
2.396519
0.821711
1.543615
1
1
0
1
0
3
2
15
10
Male
Black
1
HS
Public
City
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58.901939
54.995053
2.462896
0.774952
0
1
1
0
1
0
1
4
15
10
Female
Hispanic
4
SomeCollege
Public
Suburban
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85.888548
3.48436
0.924543
1.333486
1
0
1
0
1
3
3
18
12
Male
White
1
HS
Public
Suburban
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68.957302
60.883929
2.387909
0.884993
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1
0
0
1
0
4
1
18
12
Male
White
2
SomeCollege
Public
Town
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78.772783
2.718163
0.922055
1.212381
1
1
0
0
0
3
1
18
12
Male
White
2
<HS
Public
Town
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76.269818
74.734755
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0.891731
0.57048
1
1
0
0
0
4
2
18
12
Male
Black
4
SomeCollege
Private
Town
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70.543434
75.069761
2.9117
0.881268
1.049717
1
0
1
1
1
4
2
18
12
Female
Hispanic
2
HS
Public
City
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72.406903
78.667599
2.36813
0.896567
0.899372
0
1
0
0
1
3
2
17
12
Female
White
4
Bachelors+
Private
City
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83.282087
76.538535
3.273279
0.924161
0.756657
1
0
0
1
1
4
1
18
12
Female
Hispanic
4
Bachelors+
Public
Rural
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69.043395
78.112779
3.247938
0.893738
0.651322
1
1
1
0
0
4
2
15
10
Female
Hispanic
1
SomeCollege
Public
Rural
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84.76688
84.14975
3.155785
0.965526
0.947431
0
1
1
1
1
3
1
16
11
Female
White
2
<HS
Private
Suburban
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77.755298
83.33499
2.928865
0.942892
1.058739
1
0
1
0
0
3
2
15
10
Female
Hispanic
4
Bachelors+
Public
City
100
92.857602
91.15687
3.85769
0.9718
1.568015
1
1
0
0
1
4
2
14
9
Male
White
3
SomeCollege
Public
City
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72.813412
77.932766
3.32057
0.873999
0.629092
1
0
0
1
0
3
3
15
10
Female
Hispanic
4
Bachelors+
Public
Rural
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71.797989
70.24116
3.033672
0.876799
1.446772
1
1
0
1
1
3
1
18
12
Male
White
4
HS
Private
City
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100
90.600079
4
0.994573
1.454076
1
1
0
1
0
4
1
15
10
Male
Hispanic
2
Bachelors+
Public
Town
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92.265276
97.822974
3.893721
0.997696
0.90606
1
0
0
0
0
5
3
16
11
Female
Hispanic
1
SomeCollege
Public
City
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80.278328
81.284843
3.491176
0.936709
0.982059
0
0
0
1
0
3
1
14
9
Female
Asian
4
Bachelors+
Public
Rural
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81.56642
86.19107
3.711347
0.958542
1.055492
1
0
1
1
0
2
2
14
9
Male
White
1
SomeCollege
Public
City
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84.587315
74.29752
3.165577
0.926238
1.468081
1
1
0
1
0
5
2
14
9
Male
Hispanic
2
Bachelors+
Public
City
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57.490197
60.744106
2.503953
0.82156
1.221797
1
1
0
1
0
2
2
15
10
Female
White
4
<HS
Public
Rural
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82.233317
80.06535
2.902884
0.930841
1.339872
1
0
0
0
0
4
1
16
11
Female
Hispanic
2
<HS
Public
City
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88.755524
89.373342
3.975561
1
1.622841
1
0
0
0
0
2
2
14
9
Male
Hispanic
1
SomeCollege
Public
Suburban
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72.323552
71.244782
3.228683
0.877373
1.46972
0
0
0
0
0
5
3
17
12
Male
White
4
SomeCollege
Private
Rural
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81.532178
80.387301
3.421016
0.905791
1.263399
1
0
1
0
1
3
1
15
10
Female
Two-or-more
2
SomeCollege
Public
City
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77.296382
77.787079
3.300232
0.888811
0.926999
1
0
0
0
0
2
1
14
9
Male
Hispanic
4
HS
Public
Suburban
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0.896724
1.046129
1
1
0
0
0
4
2
17
12
Female
Two-or-more
3
SomeCollege
Private
City
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81.628859
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3.167518
0.910744
0.94246
1
1
0
0
0
4
1
15
10
Female
White
1
<HS
Public
Suburban
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2.666197
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1.040943
1
1
0
0
0
3
3
15
10
Male
Black
3
Bachelors+
Public
Rural
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69.852469
79.418376
2.836242
0.932528
1.117929
1
0
1
0
0
2
1
16
11
Female
White
1
SomeCollege
Public
Rural
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63.664822
2.566972
0.902425
0.945214
1
0
0
1
0
2
1
16
11
Female
Hispanic
1
<HS
Public
Rural
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71.006745
76.770446
2.833736
0.923316
1.325714
1
1
0
0
0
2
2
14
9
Male
Hispanic
4
Bachelors+
Private
City
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90.598376
93.920936
4
1
1.139449
1
0
0
0
0
4
1
18
12
Male
Black
1
HS
Public
Rural
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73.172933
78.486958
3.436697
0.946027
1.221383
1
0
1
0
0
3
1
15
10
Male
Hispanic
3
Bachelors+
Public
Suburban
77.651838
81.751472
75.450484
3.19439
0.930908
1.342442
0
1
1
0
1
2
1
14
9
Male
White
2
<HS
Public
Suburban
88.965433
92.466707
88.11088
3.398348
0.967544
1.232582
1
1
0
0
0
3
3
17
12
Male
White
3
HS
Public
City
82.647333
80.354901
84.395996
3.369948
0.918066
0.604834
1
0
0
0
0
3
2
18
12
Male
White
4
SomeCollege
Private
City
78.167887
77.274457
68.301115
2.75271
0.873823
0.729981
1
1
0
1
1
1
1
16
11
Male
Black
1
<HS
Public
Suburban
78.840486
81.766905
79.26651
3.415152
0.89958
0.992672
1
1
0
0
0
3
2
15
10
Female
Hispanic
4
<HS
Public
City
84.290074
77.677291
85.243992
3.010614
0.902503
1.359189
1
0
0
0
0
3
2
16
11
Male
White
1
Bachelors+
Public
City
79.571025
85.363448
84.316604
3.391599
0.926109
1.301916
0
0
0
0
0
2
2