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
15
10
Male
Hispanic
3
SomeCollege
Public
City
83.066956
71.552276
74.781503
3.351383
0.906019
1.61401
1
1
0
1
0
1
2
14
9
Female
Hispanic
4
Bachelors+
Public
Suburban
81.718676
79.095072
74.353876
3.21638
0.934636
1.025914
1
0
0
1
0
4
3
17
12
Female
White
4
SomeCollege
Private
Suburban
88.552787
81.594856
89.98868
3.817718
0.933718
0.57011
1
1
0
1
0
4
2
14
9
Male
Hispanic
3
HS
Public
Suburban
71.386997
67.124693
78.329957
2.974246
0.855332
0.953518
1
1
0
0
0
3
2
17
12
Male
White
2
HS
Public
Suburban
68.940402
68.713699
63.050788
2.837554
0.858125
0.208216
1
0
0
1
1
4
2
16
11
Female
White
3
SomeCollege
Public
Suburban
88.35926
84.96792
96.942683
4
0.995137
1.239454
1
1
0
1
0
4
1
18
12
Male
Hispanic
2
SomeCollege
Public
City
70.591729
69.325123
66.975962
2.462703
0.850028
0.364401
1
1
0
1
1
2
2
14
9
Female
White
3
SomeCollege
Private
Suburban
67.259165
78.080865
68.164739
2.91013
0.889606
1.055144
1
0
0
0
1
4
1
17
12
Male
Hispanic
1
HS
Public
City
80.552951
77.581218
82.207119
3.061687
0.9319
0.759733
0
0
0
0
0
2
2
14
9
Female
White
1
<HS
Public
Rural
64.577031
72.134498
79.299139
3.345042
0.882506
1.082987
1
0
0
1
0
2
2
18
12
Male
White
3
SomeCollege
Public
City
79.934244
67.961265
62.370834
2.334175
0.893628
0.684431
1
0
0
0
0
3
3
17
12
Male
Hispanic
2
HS
Public
Suburban
70.294015
61.686806
77.257371
2.681433
0.87954
1.029262
1
1
0
1
1
3
1
16
11
Male
Hispanic
1
<HS
Public
Suburban
78.057076
79.364816
93.134467
3.216114
0.981633
1.709442
1
1
0
0
0
1
4
14
9
Female
Black
4
<HS
Public
Rural
66.658714
74.67034
68.920205
2.376988
0.875515
1.258628
1
0
0
0
1
1
2
16
11
Female
White
1
<HS
Public
City
60.397384
63.362733
63.830029
2.522098
0.831434
0.34784
1
0
0
0
0
4
3
14
9
Male
Hispanic
3
Bachelors+
Public
City
73.687867
80.427998
84.316587
2.870687
0.882751
0.84685
1
1
0
0
0
4
3
15
10
Male
White
2
SomeCollege
Public
City
88.981579
87.422236
85.984021
3.354426
0.960924
1.294209
1
1
0
0
1
3
1
14
9
Male
White
2
HS
Public
City
75.275947
77.637452
75.488633
3.38514
0.935285
1.591976
0
1
0
0
0
3
2
16
11
Female
Black
3
SomeCollege
Private
City
70.527869
58.821333
69.246049
2.706641
0.825182
0.05893
1
0
0
1
0
4
1
16
11
Female
White
2
SomeCollege
Public
City
71.504627
56.958715
66.259555
2.798665
0.886387
1.104354
1
0
0
0
0
5
1
14
9
Male
Hispanic
3
<HS
Public
City
92.146083
69.185906
69.995533
3.217243
0.909833
0.785363
1
0
1
0
0
3
1
16
11
Male
Hispanic
2
<HS
Public
City
71.408442
65.296548
64.072867
2.881796
0.885397
1.059024
1
0
1
0
0
5
2
17
12
Female
Hispanic
3
HS
Public
Suburban
73.944633
74.796972
68.988066
2.412137
0.869928
1.068139
1
0
1
1
1
3
2
15
10
Female
Hispanic
3
Bachelors+
Public
Suburban
86.8634
83.078001
91.294815
3.831981
0.980439
1.396716
1
0
1
1
0
3
1
16
11
Male
White
1
HS
Public
Rural
53.198883
55.430604
61.698042
2.241557
0.804127
0.712323
1
0
1
0
0
3
1
16
11
Male
White
4
HS
Public
City
71.025666
84.804175
80.034827
2.742627
0.925994
1.105879
1
1
0
0
0
1
2
17
12
Male
White
3
SomeCollege
Public
City
73.347111
74.995587
72.269716
3.047585
0.886476
1.09812
1
0
1
0
0
4
1
16
11
Female
Hispanic
1
HS
Public
Suburban
87.901056
82.138625
93.960224
3.2136
1
1.271825
0
1
1
0
0
4
2
16
11
Male
Hispanic
3
SomeCollege
Public
City
91.381485
74.972516
84.244226
3.531296
0.92833
1.117061
1
0
0
0
0
5
3
14
9
Male
White
3
<HS
Public
Rural
74.822303
74.8148
76.430409
2.712409
0.893094
1.049275
1
1
0
0
0
4
2
17
12
Female
Hispanic
4
<HS
Private
Rural
73.740158
73.276487
78.978873
2.607263
0.906508
1.497112
1
0
0
0
0
4
3
18
12
Male
White
3
SomeCollege
Public
Suburban
66.993876
68.07677
60.652187
2.44813
0.860141
0.313797
1
0
0
0
0
3
3
16
11
Female
Asian
3
Bachelors+
Public
Suburban
83.822531
90.165653
69.631388
3.423814
0.950038
1.564258
1
0
0
0
0
4
1
18
12
Male
White
4
SomeCollege
Private
Rural
86.677597
93.966667
81.56384
3.674063
0.998561
1.257417
1
1
0
0
0
2
3
17
12
Female
Two-or-more
2
Bachelors+
Public
City
67.120703
70.167119
69.596585
2.555512
0.859489
0.71734
1
0
0
1
0
4
1
16
11
Male
White
2
SomeCollege
Public
Suburban
71.301976
74.978281
84.305653
3.119488
0.908713
1.21362
1
0
1
1
1
3
1
14
9
Male
Hispanic
3
HS
Private
City
78.774882
85.068113
79.654138
3.079024
0.935791
1.844396
1
1
0
0
0
3
2
17
12
Male
Hispanic
4
Bachelors+
Private
Rural
77.399563
69.430909
64.238818
2.749044
0.887984
1.400139
1
1
0
1
0
5
2
18
12
Female
White
2
HS
Public
City
66.148473
77.111541
69.28592
2.959921
0.905824
0.978102
0
1
0
0
0
2
1
16
11
Male
White
3
SomeCollege
Public
Suburban
74.768999
80.758898
79.402862
2.746211
0.967389
0.964977
0
0
0
0
0
2
2
15
10
Female
White
4
HS
Public
Suburban
75.136597
73.567819
65.876583
2.624946
0.892675
0.842747
1
0
0
1
0
3
1
18
12
Female
Hispanic
3
SomeCollege
Private
Rural
97.194135
88.603437
100
3.748254
0.982457
0.992078
0
0
0
1
0
3
2
17
12
Male
Black
2
SomeCollege
Public
City
87.082639
97.19176
87.635828
3.518299
1
0.936563
1
0
0
0
0
4
2
15
10
Female
Black
1
SomeCollege
Public
Rural
77.44217
87.750895
96.747341
3.129972
0.930991
1.309319
1
1
0
1
0
2
2
15
10
Female
Hispanic
4
SomeCollege
Public
Rural
81.786286
77.659436
76.676614
2.565493
0.912144
1.845931
1
0
1
1
0
3
2
15
10
Male
Hispanic
2
<HS
Public
City
84.470387
90.829202
90.192351
2.986046
0.965463
1.15351
1
0
0
0
0
3
2
17
12
Female
White
1
<HS
Private
Town
96.533588
99.874256
73.136662
3.230283
0.968448
1.687016
0
1
1
0
0
4
2
18
12
Female
Hispanic
2
SomeCollege
Public
Rural
82.902898
77.546593
88.442506
3.366172
0.949023
0.758878
1
1
0
1
0
4
1
15
10
Female
Hispanic
4
HS
Private
City
65.471577
63.241325
62.606745
2.402452
0.856893
0.713159
1
1
0
0
0
1
1
18
12
Female
White
4
HS
Public
City
82.516468
82.831357
87.973374
3.184276
0.905085
1.037456
1
1
1
0
0
3
3
16
11
Male
Black
4
SomeCollege
Private
Suburban
75.627414
90.614957
83.169174
3.413722
0.931643
1.260811
1
0
0
1
0
3
3
16
11
Female
Black
1
SomeCollege
Public
City
76.558412
70.875505
86.731271
2.829046
0.922773
0.882818
1
0
0
0
1
4
1
16
11
Male
White
4
Bachelors+
Public
City
73.405683
68.443467
64.80104
3.228168
0.875892
0.630867
1
1
0
1
0
2
3
15
10
Male
White
4
SomeCollege
Public
Town
71.647589
72.100276
72.338254
3.067686
0.891976
1.44742
1
1
0
0
0
3
2
18
12
Male
White
2
SomeCollege
Public
City
57.120604
59.129017
64.20128
2.963612
0.829328
1.020181
1
0
0
1
1
3
1
16
11
Male
Hispanic
3
HS
Public
Suburban
54.718595
52.680262
49.340774
1.926738
0.775312
0.541275
1
1
0
0
0
4
2
17
12
Female
Hispanic
1
HS
Public
Town
81.8158
70.142987
68.895796
2.549388
0.886775
0.881381
0
0
0
0
1
5
1
14
9
Female
White
4
HS
Public
Suburban
83.372717
75.539947
78.194432
3.696118
0.90618
0.011911
1
0
0
0
0
3
2
18
12
Male
Hispanic
1
<HS
Public
Rural
82.849562
72.83936
83.173132
3.616351
0.906117
1.317133
1
0
0
0
1
3
1
15
10
Male
White
3
SomeCollege
Public
City
89.726496
81.6692
95.863455
3.655024
0.981701
1.29584
0
1
0
1
1
4
1
18
12
Male
White
4
SomeCollege
Public
Rural
73.136332
67.557348
76.781689
2.40612
0.875025
1.489706
1
1
1
0
1
4
1
16
11
Female
White
2
SomeCollege
Public
Suburban
88.997716
89.91306
87.605247
3.127765
0.944055
1.626222
1
0
1
1
0
3
2
16
11
Male
White
2
SomeCollege
Public
Suburban
62.299981
73.298385
67.592985
2.388446
0.884094
0.833933
1
0
0
0
0
3
2
16
11
Female
White
4
HS
Private
City
81.097025
87.669101
88.758107
3.690961
0.965886
1.890044
1
1
0
1
0
2
2
17
12
Female
Other
2
SomeCollege
Public
Suburban
80.359893
70.534128
73.660976
2.638513
0.913783
0.887843
1
0
0
1
0
4
1
15
10
Female
White
4
SomeCollege
Private
Suburban
73.787389
65.727463
78.722458
2.715568
0.891701
0.918827
1
0
0
1
0
2
3
16
11
Female
Black
3
HS
Public
City
80.015895
89.751829
85.098888
3.285214
0.99027
1.062559
1
1
0
1
1
3
2
16
11
Female
Hispanic
1
HS
Public
City
59.114717
70.380061
64.119031
2.653585
0.896083
0.543244
1
1
0
0
0
2
3
17
12
Female
White
2
HS
Public
Suburban
73.963168
72.065045
80.032192
2.503669
0.899439
1.489967
1
1
0
0
1
4
2
14
9
Female
Hispanic
3
HS
Public
Suburban
75.440028
64.736759
65.279691
2.818399
0.882118
1.048027
1
1
0
0
0
2
2
14
9
Male
Asian
2
HS
Public
City
74.491637
69.836666
64.597678
2.839895
0.891102
1.123633
1
0
0
0
0
4
2
16
11
Male
Black
1
HS
Public
Suburban
75.517557
84.950284
79.951974
2.685282
0.944769
0.582618
0
1
1
1
0
4
2
18
12
Male
White
2
SomeCollege
Public
Town
79.894596
72.487822
83.127395
3.231427
0.926803
1.04484
1
1
0
0
1
2
2
18
12
Female
Hispanic
4
HS
Public
Suburban
78.068415
75.407135
71.341111
2.880716
0.899895
0.332884
1
1
0
1
0
3
2
17
12
Male
Asian
4
HS
Public
City
80.783879
82.635768
80.063478
2.994407
0.926372
1.040601
1
1
0
0
0
2
2
18
12
Female
Hispanic
4
HS
Public
City
88.986415
74.928171
75.349709
2.71454
0.904251
0.843141
1
0
0
1
0
2
3
16
11
Female
White
1
<HS
Public
Suburban
63.729745
69.222717
65.795928
2.714008
0.877926
0.957397
1
0
0
0
0
3
3
14
9
Female
White
1
<HS
Public
Suburban
94.173399
97.175873
86.690027
3.746754
1
1.644368
1
1
0
1
1
3
2
18
12
Male
White
4
SomeCollege
Public
City
79.554
84.705111
76.304729
3.327785
0.901691
0.845054
1
0
0
0
1
1
3
15
10
Female
White
3
HS
Public
City
77.181591
85.845436
80.849221
3.368995
0.944469
1.211399
1
0
0
0
0
3
1
17
12
Male
Hispanic
4
SomeCollege
Public
Suburban
84.862005
79.243521
83.432071
3.741306
0.939553
1.569092
1
1
0
1
1
3
2
17
12
Male
White
3
HS
Public
Suburban
68.982153
69.210123
69.216972
3.009961
0.850417
1.021884
1
1
1
1
1
4
1
16
11
Male
Hispanic
3
HS
Public
Suburban
79.764131
76.985828
78.337246
2.947214
0.92024
1.327872
1
1
0
0
0
3
3
15
10
Female
Hispanic
4
Bachelors+
Public
Suburban
66.751636
59.603006
56.216733
2.330096
0.833343
0.610721
1
1
0
1
0
4
1
16
11
Male
White
1
<HS
Public
Rural
66.861009
63.956312
66.716891
2.778912
0.853151
1.050193
1
0
0
0
0
2
2
17
12
Female
Hispanic
2
HS
Private
Suburban
67.935263
58.630793
67.958638
2.367858
0.851607
0.497221
0
0
0
0
0
3
3
17
12
Male
White
2
SomeCollege
Public
City
75.530544
84.393368
71.804681
3.279655
0.951254
0.748892
1
0
0
1
1
2
3
17
12
Male
Hispanic
1
HS
Public
Suburban
69.051876
85.491154
84.006872
3.397318
0.929133
1.410247
0
0
0
0
1
2
4
15
10
Male
Black
1
<HS
Public
City
70.315477
56.922082
71.534737
2.581117
0.86323
1.387335
0
1
0
0
0
3
3
14
9
Male
Hispanic
3
SomeCollege
Public
Rural
62.455678
66.553294
72.07719
2.453952
0.82832
0.986452
1
1
0
1
0
4
1
14
9
Male
Hispanic
2
HS
Public
City
64.529187
76.016202
84.688927
3.457006
0.920757
0.840895
1
1
1
0
0
3
3
17
12
Male
Black
2
Bachelors+
Public
Suburban
66.223613
59.559101
57.301004
2.640522
0.840528
0.777286
1
0
0
1
0
3
1
16
11
Female
Two-or-more
3
SomeCollege
Public
Suburban
69.874244
69.70137
78.962115
3.318997
0.907291
0.36166
1
0
0
0
1
3
4
14
9
Male
Hispanic
1
SomeCollege
Public
Suburban
94.206927
86.827765
86.396571
3.463351
0.950234
1.152378
1
1
0
1
0
4
2
17
12
Female
White
4
SomeCollege
Public
Rural
75.202853
59.672932
57.777619
1.897521
0.806204
0.902091
1
0
1
0
0
2
2
14
9
Female
Two-or-more
3
SomeCollege
Public
Rural
66.919122
79.27931
62.198827
2.853958
0.897369
0.308282
1
0
0
0
0
4
2
17
12
Female
Black
2
<HS
Public
Suburban
58.052943
66.401634
75.976402
2.526479
0.882941
0.491443
1
1
1
0
0
4
1
16
11
Female
White
1
SomeCollege
Public
City
76.297034
73.438469
83.080339
3.140217
0.888951
1.314047
1
1
0
1
0
3
1
14
9
Male
Other
2
HS
Public
City
86.991485
92.543824
92.15357
3.418923
0.962885
1.363488
0
1
0
0
0
3
2
16
11
Male
Hispanic
2
<HS
Public
Suburban
100
96.678904
89.824391
4
1
1.691972
1
1
0
1
0
2
2