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
int64
18
12
Male
Hispanic
3
HS
Public
Suburban
66.069268
62.008196
73.56494
2.947506
0.841656
0.411872
1
0
0
1
0
4
2
17
12
Female
White
2
HS
Public
City
70.596989
73.349042
78.268818
3.37586
0.875659
0.807406
1
1
0
0
0
5
1
17
12
Male
White
3
Bachelors+
Public
Suburban
76.813891
67.366247
60.559274
2.656517
0.831553
0.632308
1
1
0
1
0
1
1
18
12
Male
White
4
Bachelors+
Public
Town
90.030182
76.773646
83.536401
2.83226
0.939225
1.727748
1
0
0
1
0
3
1
18
12
Female
Black
2
HS
Public
Rural
70.109539
66.408802
78.291737
3.073115
0.871848
0.734832
1
1
1
0
0
3
2
18
12
Female
White
1
HS
Public
City
72.060912
67.28824
73.653803
2.435921
0.837641
0.66673
1
1
0
0
0
2
1
15
10
Female
White
2
<HS
Public
Suburban
72.534904
59.103601
71.214263
2.364769
0.898533
1.033403
0
1
0
0
0
1
4
18
12
Male
Black
1
SomeCollege
Public
Suburban
94.852951
81.694335
89.305659
3.800981
0.943271
1.210812
0
1
1
0
0
2
1
14
9
Female
White
2
HS
Public
Town
92.019167
91.816089
90.501742
3.958432
0.978126
0.771883
1
1
0
0
0
4
2
16
11
Female
White
4
SomeCollege
Public
City
74.843293
66.20929
67.353573
3.571252
0.889013
0.63161
1
0
0
1
0
4
2
18
12
Male
White
2
SomeCollege
Public
Town
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75.813809
71.112978
3.354818
0.901779
1.165779
1
1
0
0
1
4
2
17
12
Female
Black
1
<HS
Private
City
73.595024
66.514624
63.638384
2.993473
0.873554
1.020459
1
1
0
0
1
3
2
14
9
Male
Black
1
<HS
Public
Rural
70.681529
82.353007
79.590974
2.851149
0.94575
0.862424
1
0
0
1
0
4
3
14
9
Female
White
2
SomeCollege
Public
Suburban
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74.342348
74.636332
3.245233
0.932256
0.759163
1
0
0
0
0
3
2
16
11
Female
White
1
SomeCollege
Public
Suburban
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65.486564
60.213151
1.747907
0.822545
0.697123
1
1
0
1
0
1
1
17
12
Male
White
1
<HS
Public
Suburban
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74.663028
74.150074
2.246696
0.920916
1.136182
0
0
0
0
1
1
3
15
10
Female
Hispanic
1
HS
Public
City
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72.778028
70.350543
3.004578
0.885663
0.796579
0
1
0
0
0
3
3
18
12
Female
Two-or-more
4
Bachelors+
Private
Suburban
60.968645
71.037124
58.395708
2.738729
0.863142
1.016012
1
0
0
1
1
3
1
15
10
Male
Black
2
SomeCollege
Public
Rural
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95.327249
86.241426
3.921948
0.937794
1.064909
1
0
0
1
0
3
1
16
11
Male
Hispanic
2
HS
Public
Rural
100
91.877877
100
4
0.994034
1.021996
1
0
1
0
0
2
4
16
11
Female
Hispanic
3
SomeCollege
Public
City
71.213957
67.887872
75.440478
2.559843
0.872669
1.054537
1
0
0
0
1
2
2
18
12
Male
Hispanic
4
SomeCollege
Public
Suburban
73.075795
75.872137
82.376819
2.584609
0.927978
1.079281
1
0
0
1
0
3
1
16
11
Male
White
1
HS
Public
Rural
72.313769
74.444712
79.151882
2.751883
0.900188
0.356087
1
1
0
1
0
3
2
15
10
Female
Other
3
Bachelors+
Private
Town
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75.502006
63.10134
2.654515
0.875445
0.801949
1
1
1
0
0
4
1
15
10
Female
Hispanic
4
Bachelors+
Private
Suburban
57.872658
67.544795
66.998588
2.756862
0.863744
0.274645
1
1
0
0
0
3
2
16
11
Female
Hispanic
4
HS
Private
Suburban
71.052544
73.006285
89.630948
2.646041
0.92998
0.373413
1
1
0
1
1
2
2
16
11
Female
White
2
HS
Public
Rural
87.330801
77.071808
85.030206
3.547204
0.943254
0.978488
1
0
0
0
0
3
2
16
11
Male
White
2
HS
Public
Suburban
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97.057672
91.645488
3.618561
1
1.293424
1
1
0
0
0
4
2
16
11
Male
Hispanic
1
HS
Public
City
69.835728
75.079532
79.559674
3.117859
0.923224
0.713539
0
0
0
0
1
3
2
16
11
Female
Hispanic
2
HS
Public
Rural
68.886723
73.702315
72.902164
3.202929
0.931235
0.663235
1
0
0
1
0
4
2
16
11
Female
Hispanic
2
SomeCollege
Private
Suburban
81.423317
85.832978
77.788491
3.061712
0.938352
1.2902
1
0
0
1
1
1
1
15
10
Female
Asian
1
HS
Public
City
75.21868
69.080869
71.718437
2.124281
0.851195
1.454905
1
1
0
0
0
4
2
18
12
Male
Black
4
Bachelors+
Private
Rural
78.077931
71.527783
74.777675
3.020209
0.939694
0.833763
1
1
0
1
0
3
1
16
11
Female
White
3
Bachelors+
Public
City
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78.993606
81.003597
3.534036
0.923972
1.732763
1
1
0
0
0
3
5
16
11
Male
Asian
4
Bachelors+
Private
City
81.3366
77.317157
81.213718
2.525581
0.898263
1.141877
1
1
0
1
0
5
1
14
9
Male
Hispanic
2
HS
Public
Suburban
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77.389506
86.723751
3.154543
0.916826
1.152151
1
0
0
0
0
4
3
15
10
Female
Hispanic
3
HS
Private
Suburban
79.569687
59.861612
86.477672
3.293676
0.912585
1.131321
1
0
0
1
0
2
4
16
11
Male
Hispanic
1
SomeCollege
Public
Rural
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89.106397
77.038542
3.646991
0.896531
1.256317
1
1
0
1
0
3
2
16
11
Male
White
2
SomeCollege
Public
Suburban
77.924036
82.441915
76.848312
2.921744
0.911548
0.82628
0
1
0
0
0
1
2
14
9
Male
Black
2
HS
Public
Suburban
77.152908
76.765964
78.388821
2.78733
0.899031
0.597193
1
0
0
0
1
1
3
16
11
Female
Black
1
<HS
Public
Rural
90.146141
92.608171
87.002048
3.67596
0.973503
1.864223
1
1
1
0
0
5
3
15
10
Female
Black
3
Bachelors+
Public
Rural
78.460609
85.62212
82.585916
3.14773
0.91701
1.141227
1
0
0
0
0
4
1
16
11
Female
White
4
Bachelors+
Public
Suburban
83.976575
89.778738
85.542769
3.253736
0.951127
1.298591
1
1
0
1
0
4
2
16
11
Male
Hispanic
1
HS
Public
Suburban
93.259848
78.980517
82.758526
3.523049
0.960176
1.16676
0
1
1
0
0
3
2
18
12
Male
Black
2
HS
Public
Suburban
68.684624
61.741867
70.140321
3.184819
0.825102
1.188146
0
0
0
1
0
3
1
14
9
Female
White
4
SomeCollege
Public
Suburban
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69.92229
77.230854
2.751243
0.883535
0.870744
1
1
0
0
0
3
2
16
11
Male
White
1
<HS
Public
City
82.856205
78.60677
82.83431
2.704359
0.990949
1.615966
1
1
0
0
0
3
3
17
12
Female
Hispanic
4
HS
Public
Suburban
67.815743
78.858509
69.120989
2.564235
0.889411
0.995249
1
1
0
1
0
1
2
16
11
Male
White
2
HS
Private
Suburban
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83.810561
74.09035
2.829311
0.915166
0.80198
0
0
0
1
0
2
2
15
10
Male
Black
1
Bachelors+
Public
Rural
74.535218
76.964217
63.988357
2.64774
0.873463
0.776945
1
1
0
1
1
2
2
17
12
Male
White
1
<HS
Public
Rural
71.853887
81.343623
64.213717
2.82462
0.873831
0.699203
1
0
0
1
0
4
2
15
10
Male
White
2
SomeCollege
Private
Town
81.01046
79.839877
82.256694
3.349854
0.956599
1.530555
1
1
1
1
0
4
2
18
12
Male
White
3
SomeCollege
Public
Suburban
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82.121646
87.941969
4
0.956807
1.404578
1
1
0
0
0
3
4
18
12
Male
White
2
SomeCollege
Public
Rural
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76.938221
75.790436
3.063378
0.902582
0.691677
0
0
0
1
0
3
1
14
9
Male
White
1
HS
Public
Rural
66.876499
69.714692
70.941795
2.228862
0.87019
0.76222
1
0
0
0
1
3
1
14
9
Male
Hispanic
1
<HS
Private
Suburban
89.032842
72.726702
80.798593
3.140497
0.917685
1.085683
1
0
0
0
0
3
3
14
9
Male
Hispanic
3
HS
Public
Rural
74.405309
67.325603
64.011349
2.692271
0.87193
0.938744
1
0
0
1
0
3
1
18
12
Male
Other
1
SomeCollege
Public
Town
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87.222346
85.997115
3.704497
0.949908
1.174061
0
0
0
0
0
1
3
18
12
Male
Hispanic
4
HS
Public
City
63.394168
73.362799
80.6139
2.081259
0.898376
1.069396
1
0
0
0
0
5
1
15
10
Male
Black
3
Bachelors+
Private
City
79.472634
82.017388
80.953864
3.332082
0.922659
1.241538
1
1
0
1
0
2
3
14
9
Female
Asian
2
SomeCollege
Public
Rural
85.581344
85.685186
84.461111
3.416509
0.957727
1.518369
1
1
0
1
0
4
2
16
11
Female
Black
2
<HS
Private
Rural
71.896857
52.206655
77.841957
2.573751
0.845107
0.423665
0
1
0
0
0
4
1
16
11
Male
White
4
Bachelors+
Private
City
69.846575
62.53325
62.955829
2.486407
0.831666
1.162416
1
0
0
0
0
5
3
17
12
Female
Hispanic
4
SomeCollege
Public
Suburban
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77.841229
80.105815
3.071412
0.916804
0.916411
1
1
0
1
0
2
2
18
12
Female
Hispanic
1
HS
Public
Suburban
88.929518
82.513913
85.741871
3.280611
0.934512
0.932588
1
1
0
1
0
4
1
17
12
Female
White
1
HS
Private
City
73.551646
64.736389
58.482251
2.517524
0.88657
1.286856
1
1
0
0
1
5
1
17
12
Female
Two-or-more
2
HS
Public
Suburban
89.992651
85.17929
87.343711
3.275613
0.97536
1.202016
1
0
0
0
0
3
2
16
11
Female
Black
4
SomeCollege
Public
Suburban
73.237947
80.97426
72.121659
2.689061
0.894096
1.598807
1
0
0
1
0
3
1
17
12
Male
Hispanic
2
HS
Public
City
76.385678
74.364129
71.876271
2.887177
0.884062
0.844144
1
1
0
0
0
3
2
17
12
Female
White
1
HS
Public
Rural
73.532075
73.644853
72.30328
3.037049
0.876578
0.855503
1
0
0
1
0
2
3
16
11
Female
White
2
SomeCollege
Public
Suburban
76.340329
79.520819
87.207818
3.505732
0.905714
0.712453
1
1
0
1
0
3
3
14
9
Female
Black
3
Bachelors+
Public
Town
92.958241
88.377467
91.056588
3.576282
0.991113
1.577743
0
1
0
0
0
2
2
18
12
Male
White
4
Bachelors+
Public
Suburban
81.313821
70.200801
72.272285
2.435276
0.879818
1.14532
1
0
0
1
0
4
1
17
12
Female
Asian
1
HS
Public
City
72.284438
89.689916
75.071341
2.943168
0.860208
1.135287
1
1
0
1
0
3
3
18
12
Female
Two-or-more
4
HS
Private
City
62.668529
75.074419
72.125435
2.673057
0.886506
0.705368
1
0
0
0
0
3
4
17
12
Female
White
4
Bachelors+
Public
Suburban
77.805947
61.598141
79.720484
2.220819
0.895241
0.845873
1
1
1
1
1
4
3
18
12
Female
White
2
<HS
Public
Suburban
76.239996
81.663497
73.853523
3.235424
0.922772
1.011655
1
1
0
0
1
5
4
18
12
Female
Black
3
HS
Public
Suburban
75.778699
70.017683
70.847051
2.90134
0.86892
0.759259
1
0
1
1
0
5
1
15
10
Female
Hispanic
1
<HS
Public
Suburban
67.302242
80.421953
73.518355
3.167872
0.903627
0.91224
1
1
1
0
0
4
1
15
10
Male
Black
1
<HS
Public
Suburban
68.832678
66.479605
68.845933
2.784809
0.834241
0.522071
1
1
0
0
0
3
2
16
11
Male
White
4
SomeCollege
Public
Rural
70.546764
76.189203
69.431323
3.192876
0.888629
1.267581
1
1
1
0
0
4
4
16
11
Female
White
1
<HS
Public
Town
81.275263
67.963365
72.465431
3.093139
0.941994
1.145572
1
0
0
1
0
3
3
17
12
Female
White
3
SomeCollege
Public
Rural
71.975863
60.41237
64.74036
2.307482
0.866449
0.566304
1
1
0
0
1
3
2
16
11
Male
White
4
SomeCollege
Public
Town
100
96.105738
95.059085
3.925029
1
1.496785
1
0
1
1
0
4
1
16
11
Male
Hispanic
2
SomeCollege
Public
Suburban
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80.215874
69.585779
2.829198
0.907839
1.269949
1
0
0
1
1
3
2
17
12
Female
White
2
Bachelors+
Public
City
65.161219
73.633882
76.844862
3.387233
0.88797
0.620697
1
1
0
1
0
3
3
15
10
Male
Black
4
Bachelors+
Public
City
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64.730957
57.225298
2.846748
0.816755
0.962174
1
0
0
1
0
1
2
14
9
Female
Two-or-more
4
SomeCollege
Public
City
48.872566
57.865733
50.691669
2.041826
0.811
0.439723
1
1
0
0
0
2
1
18
12
Male
Black
1
<HS
Private
City
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79.894491
71.966669
3.242203
0.924475
1.317161
0
0
1
0
1
4
2
18
12
Female
Hispanic
1
<HS
Public
City
71.555475
81.811395
81.680073
3.312671
0.92681
1.206588
0
1
0
0
0
2
4
17
12
Female
Hispanic
1
<HS
Private
Suburban
72.298964
72.196691
77.990842
2.679057
0.910892
1.132426
0
1
0
0
1
3
2
17
12
Male
White
2
SomeCollege
Public
Rural
68.191756
76.035931
77.859202
2.836744
0.897746
0.679901
1
0
0
1
0
3
3
15
10
Male
Hispanic
4
SomeCollege
Public
Rural
71.361147
77.888258
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2.488205
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City
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