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
17
12
Male
Hispanic
4
Bachelors+
Public
City
65.752299
83.126108
71.390728
3.023154
0.91556
0.229178
1
1
0
1
0
2
1
18
12
Female
Hispanic
2
SomeCollege
Public
Town
84.286164
81.733401
79.671208
3.425962
0.949412
0.762393
1
1
0
0
0
4
1
17
12
Male
White
2
<HS
Public
Rural
53.995039
72.888021
64.776618
2.409646
0.818119
0.987268
1
1
0
1
0
3
4
16
11
Female
Hispanic
4
<HS
Public
Suburban
65.049243
64.566885
64.07148
2.225322
0.860674
0.789312
1
1
0
0
1
1
1
14
9
Male
Other
2
HS
Public
City
85.375806
90.80916
96.09157
3.737716
0.964704
1.956338
1
0
0
1
0
3
2
17
12
Female
Hispanic
2
HS
Private
Suburban
53.950865
51.968187
53.985208
2.021068
0.782543
0.37789
1
1
0
0
0
4
1
18
12
Male
Black
1
<HS
Private
City
66.421047
60.396353
63.297158
2.486674
0.850141
0.762886
1
1
0
0
0
4
1
16
11
Female
Two-or-more
3
<HS
Public
Suburban
65.094147
55.077077
77.108635
2.634062
0.854899
0.865448
1
1
0
1
0
4
2
17
12
Female
Hispanic
3
SomeCollege
Private
Rural
78.968098
85.406026
67.783905
2.566096
0.902009
1.724918
1
0
0
1
0
3
1
18
12
Male
Hispanic
3
SomeCollege
Public
Rural
72.804985
72.92854
71.550988
2.358534
0.865672
1.087372
1
1
0
0
0
2
1
15
10
Female
Black
1
<HS
Public
City
81.198575
80.988935
75.052901
2.834067
0.915347
1.060083
0
0
1
0
0
5
4
14
9
Male
White
2
SomeCollege
Public
Rural
74.507161
82.911306
78.485272
2.638486
0.896964
1.050214
1
1
0
0
0
4
2
14
9
Female
White
3
<HS
Public
Rural
93.963938
83.197343
96.603723
3.546718
0.957738
1.982187
1
1
0
1
0
3
1
17
12
Female
White
1
<HS
Public
City
68.351007
62.209218
76.264509
2.402783
0.867603
0.600147
0
1
0
0
1
4
5
15
10
Male
White
1
Bachelors+
Private
Suburban
88.200483
92.733702
79.250352
3.969891
0.959571
1.462091
1
1
0
1
0
3
3
16
11
Male
White
2
SomeCollege
Public
City
70.630028
75.072035
68.613532
2.67659
0.907702
0.968502
0
0
0
1
0
3
4
17
12
Male
Hispanic
3
Bachelors+
Public
Suburban
76.319977
76.070335
68.504907
2.516994
0.884499
0.824883
1
0
0
0
0
3
2
14
9
Male
White
4
Bachelors+
Public
Suburban
83.024626
74.091367
71.498504
3.052231
0.905418
0.998126
1
0
1
1
0
2
3
14
9
Male
Other
2
HS
Public
City
75.937796
72.341351
87.476488
3.165185
0.897655
1.189829
1
0
0
1
0
3
2
15
10
Male
Two-or-more
4
SomeCollege
Private
Suburban
89.816961
74.168195
82.799403
3.078618
0.912801
1.298402
1
0
0
0
1
3
1
18
12
Female
White
4
SomeCollege
Public
City
51.088153
49.383589
54.874413
1.745076
0.776603
0.291351
1
0
1
1
0
3
3
16
11
Male
Black
2
HS
Public
City
54.298215
59.641951
66.640621
2.572764
0.841079
0.653967
1
1
1
0
0
3
1
15
10
Male
White
3
<HS
Public
City
87.475944
85.396187
82.134839
3.051218
0.92228
1.074828
1
0
1
0
0
4
2
14
9
Male
White
1
HS
Public
Suburban
70.744319
67.672208
78.430934
2.843969
0.876074
0.630583
1
1
0
1
0
4
2
17
12
Male
Black
3
<HS
Public
City
77.043351
72.553494
76.658047
2.764841
0.901493
1.523131
1
0
0
0
0
3
3
14
9
Female
Black
2
HS
Public
Suburban
79.134462
88.168136
88.720354
2.721318
0.922247
0.791158
1
1
0
0
0
4
3
17
12
Female
Hispanic
3
SomeCollege
Private
Suburban
67.750268
69.59828
72.498375
2.408818
0.845234
0.71436
1
1
1
1
1
2
2
16
11
Male
Hispanic
4
Bachelors+
Public
Suburban
77.833359
69.434307
65.420501
2.673026
0.899312
0.757565
1
1
1
0
0
4
2
16
11
Female
Black
2
SomeCollege
Public
Suburban
81.150204
72.841165
71.077596
3.070541
0.926776
1.234248
1
0
1
0
0
3
3
17
12
Male
Hispanic
4
Bachelors+
Private
Rural
62.825849
69.611822
71.923047
3.309564
0.850795
0.561201
1
1
0
1
0
3
3
17
12
Male
Asian
2
<HS
Public
City
68.212045
72.063451
72.304007
2.82296
0.866369
1.269631
1
1
0
0
1
3
2
17
12
Female
Hispanic
4
SomeCollege
Private
Suburban
76.655698
84.134725
75.342305
3.063746
0.910503
0.724202
1
0
0
0
0
4
1
18
12
Male
Black
4
<HS
Public
Suburban
96.915019
83.860911
84.279466
3.91623
0.96289
1.623056
1
0
0
1
0
3
2
16
11
Female
Hispanic
1
<HS
Public
Rural
81.551272
92.497731
85.795649
3.577185
0.986866
0.974097
0
0
0
0
0
3
4
16
11
Female
White
1
<HS
Public
Suburban
64.159471
76.570297
79.070776
2.927027
0.93002
0.764874
0
1
0
0
0
1
3
18
12
Male
White
2
HS
Public
Suburban
87.320975
84.795717
78.920074
3.55848
0.955672
0.920731
0
0
0
0
0
2
1
14
9
Female
White
4
SomeCollege
Public
Suburban
87.264987
96.14726
99.527469
3.394082
1
1.333162
1
1
0
1
0
4
1
17
12
Female
Asian
1
HS
Public
City
63.293166
65.128778
70.2201
2.209219
0.815952
0.80674
1
0
0
0
0
2
2
18
12
Male
Black
1
SomeCollege
Public
Town
77.747833
84.552135
75.276102
3.22909
0.908027
0.959224
1
0
0
0
0
2
1
16
11
Male
Black
1
<HS
Public
Town
68.847507
70.871512
70.993968
3.124581
0.862744
0.504067
1
1
0
0
0
4
3
16
11
Female
White
4
SomeCollege
Public
Suburban
77.755459
90.236967
90.757585
3.456259
0.988041
1.556041
1
1
0
1
0
2
3
16
11
Female
Asian
3
HS
Public
Suburban
59.926276
60.220837
63.20372
2.702119
0.808887
0.519155
1
1
0
0
0
4
1
15
10
Male
White
1
HS
Public
City
78.733721
76.048875
76.476716
2.912221
0.9214
0.974593
1
0
0
1
0
3
2
17
12
Male
White
3
SomeCollege
Private
Suburban
72.179941
89.115123
88.639371
3.374523
0.967197
1.069927
1
0
0
1
0
1
1
18
12
Female
White
4
Bachelors+
Public
Suburban
68.82755
82.984468
79.491258
2.679324
0.928247
1.174443
1
1
0
1
0
3
3
18
12
Male
Black
2
SomeCollege
Private
City
78.764167
78.446769
85.768209
3.660244
0.943755
1.012711
1
1
0
1
0
5
2
18
12
Male
White
2
HS
Public
Suburban
76.075315
71.577268
72.06412
2.384156
0.906088
0.370486
1
0
0
0
1
2
4
18
12
Male
White
3
HS
Public
Suburban
95.217113
94.910209
85.846949
3.42265
1
1.379678
1
0
0
0
1
4
5
17
12
Female
Asian
1
HS
Private
City
55.699244
56.663696
67.026156
3.05307
0.823627
0.692535
1
0
0
0
0
1
2
14
9
Female
Hispanic
4
Bachelors+
Public
Suburban
72.250377
69.904568
76.979345
3.247381
0.871143
0.907556
1
1
0
1
0
2
1
16
11
Male
White
1
Bachelors+
Public
Town
64.05141
64.59595
66.36184
2.309803
0.833189
0.749483
1
0
0
1
0
2
1
16
11
Male
Hispanic
2
<HS
Public
City
80.758267
87.126991
89.485937
3.633045
0.961774
1.140642
1
0
0
0
0
3
1
15
10
Female
Hispanic
3
HS
Public
Rural
91.966928
80.81201
100
3.802129
0.993435
1.038295
1
1
1
0
0
2
2
16
11
Male
Black
1
SomeCollege
Public
Suburban
74.741649
69.08781
66.773371
2.6987
0.858865
0.816832
1
0
0
1
0
4
3
18
12
Female
White
3
SomeCollege
Public
Suburban
62.021963
62.896645
73.562095
2.288808
0.855668
0.472923
1
0
0
0
0
2
2
17
12
Female
Hispanic
4
SomeCollege
Public
City
74.949709
75.265487
71.439123
3.05749
0.91328
0.871927
1
1
0
1
0
3
2
15
10
Female
White
4
Bachelors+
Public
Suburban
57.854421
69.963773
63.022088
2.945567
0.844826
1.209262
1
1
1
1
0
2
2
16
11
Male
White
4
Bachelors+
Public
Rural
68.200227
74.827366
75.537669
2.788601
0.888613
1.094416
1
0
0
0
0
5
1
14
9
Female
Asian
4
<HS
Public
Suburban
66.287447
73.82663
72.0156
2.950915
0.888073
0.483282
1
1
0
0
0
3
2
16
11
Male
White
2
<HS
Public
Suburban
69.627297
68.565812
68.384464
2.926322
0.868315
0.647753
1
0
1
0
0
2
2
14
9
Male
Hispanic
3
HS
Public
Suburban
72.938413
66.506056
54.629434
2.578029
0.884384
0.25188
1
1
0
0
0
3
1
17
12
Female
Hispanic
1
<HS
Public
City
69.06293
81.539954
73.137271
2.705813
0.913839
1.556727
1
0
0
0
0
4
1
18
12
Female
White
1
SomeCollege
Public
City
62.000556
57.196136
60.259828
2.530107
0.799155
1.080504
1
1
1
1
1
2
3
14
9
Male
White
4
Bachelors+
Public
Rural
78.336003
81.015904
80.737142
3.049767
0.926254
0.758514
1
0
0
1
0
3
4
17
12
Male
Hispanic
4
SomeCollege
Public
City
82.471567
81.717285
77.145492
3.042274
0.912043
0.969325
1
0
1
0
0
3
1
15
10
Female
White
1
Bachelors+
Public
City
79.055361
81.736675
77.771929
3.217934
0.909238
0.890639
1
1
1
1
0
2
4
17
12
Female
White
3
SomeCollege
Public
Town
72.120865
79.76087
80.73721
3.113983
0.916185
1.024379
1
1
0
0
0
2
2
17
12
Male
Hispanic
3
SomeCollege
Public
City
79.928225
83.010493
80.327849
3.115535
0.914996
1.606662
1
1
0
1
0
3
3
16
11
Female
Hispanic
3
SomeCollege
Public
City
81.632157
70.651292
75.8802
2.987735
0.936569
0.981222
0
0
0
0
0
2
1
17
12
Male
White
2
HS
Public
Town
85.042899
85.053245
80.132834
3.068644
0.959704
1.400312
0
1
1
1
0
2
2
17
12
Male
Hispanic
4
SomeCollege
Private
Suburban
73.972469
77.251143
70.323451
2.997675
0.881793
0.798744
1
1
0
1
1
4
1
16
11
Male
White
3
SomeCollege
Private
Suburban
67.47238
70.156892
68.952373
2.77565
0.864376
0.803585
1
1
0
1
0
3
1
18
12
Female
Asian
2
HS
Public
Rural
60.272122
66.604588
64.372377
2.431473
0.824766
0.857507
1
0
0
0
0
2
3
16
11
Male
Hispanic
2
SomeCollege
Public
Town
72.872177
67.931477
84.18979
2.838218
0.906197
0.867305
1
1
0
1
0
3
2
15
10
Male
White
1
<HS
Public
Rural
64.56005
70.466989
65.317238
2.306794
0.842302
0.325836
1
0
0
0
0
4
1
14
9
Male
White
2
SomeCollege
Public
Town
81.591696
81.195824
77.436274
3.221831
0.902414
1.230032
0
1
0
0
0
4
2
14
9
Male
Hispanic
2
SomeCollege
Public
Suburban
57.509759
70.003975
71.257739
2.534464
0.880151
0.711688
1
1
0
0
0
4
1
17
12
Male
Asian
3
SomeCollege
Public
Town
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86.179686
81.542517
3.233028
0.939292
1.134043
1
1
1
1
0
3
2
15
10
Male
White
1
HS
Public
City
73.982007
74.001871
90.798783
3.453361
0.896516
1.478534
0
1
0
0
0
3
2
17
12
Female
White
2
HS
Public
Town
67.660847
68.19602
69.377791
2.157243
0.873053
0.376404
1
0
0
1
0
2
2
15
10
Female
Other
4
SomeCollege
Public
Suburban
85.108903
78.328193
97.950757
3.056022
1
1.400482
1
1
0
0
0
2
1
16
11
Female
Hispanic
1
HS
Public
Suburban
69.246866
85.372549
75.951246
3.075611
0.8976
0.772426
0
0
0
0
0
2
3
14
9
Female
Asian
4
HS
Public
Suburban
98.600309
94.640723
99.374117
3.941132
1
1.87486
1
0
0
0
0
5
2
14
9
Female
White
4
SomeCollege
Public
City
61.762131
63.238162
74.301948
2.582874
0.847106
0.965301
1
0
0
0
0
3
2
16
11
Male
White
2
SomeCollege
Public
Suburban
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73.540296
77.705405
3.193646
0.89734
1.301714
1
0
0
0
0
2
3
14
9
Female
Hispanic
4
SomeCollege
Public
City
82.459711
90.045801
85.338917
3.529136
0.916276
1.262137
1
1
0
0
0
3
3
15
10
Male
Hispanic
1
<HS
Public
City
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83.268863
82.286085
2.962992
0.93666
1.318972
0
0
0
0
0
5
2
17
12
Female
White
4
Bachelors+
Public
Suburban
78.156727
73.194276
81.466974
3.241968
0.893065
1.274043
1
1
0
1
0
2
1
16
11
Male
Hispanic
4
Bachelors+
Private
Suburban
59.881527
60.319219
60.708253
2.89859
0.829339
0.908799
1
1
0
0
0
4
1
15
10
Female
White
2
HS
Public
Suburban
66.443319
66.121638
65.893311
2.59394
0.884509
0.576164
1
0
0
0
0
4
2
17
12
Female
Hispanic
2
SomeCollege
Public
Suburban
69.654837
62.310429
78.698857
2.919267
0.859826
1.097921
0
1
0
0
0
2
2
18
12
Female
White
2
SomeCollege
Private
City
82.989496
85.440573
76.90517
3.519363
0.976983
1.302043
1
0
0
0
0
4
1
18
12
Male
Hispanic
2
SomeCollege
Public
Town
80.096181
88.409597
84.013058
3.677047
0.954762
1.149624
0
0
0
1
0
4
1
18
12
Male
Black
4
HS
Public
City
79.247823
78.77995
78.643242
3.471307
0.932402
0.386162
1
1
0
1
1
5
1
15
10
Male
Hispanic
1
<HS
Public
City
86.781653
69.746303
75.215343
2.982731
0.886181
1.008914
1
1
0
0
0
3
4
18
12
Male
Two-or-more
3
<HS
Public
City
69.107928
64.999975
76.506558
2.844562
0.852217
0.566284
1
1
0
0
0
2
4
15
10
Female
White
3
HS
Public
City
72.648271
68.416023
76.005041
2.699802
0.897243
0.31095
1
1
1
1
0
3
1
17
12
Male
Other
1
SomeCollege
Public
City
77.86016
69.962563
74.325846
2.692729
0.859808
1.137012
1
1
1
0
1
4
2
16
11
Female
White
1
<HS
Public
Rural
71.885428
62.177946
74.455335
2.776414
0.896179
0.281326
1
1
0
0
0
3
1
18
12
Female
Hispanic
1
SomeCollege
Public
Suburban
69.443689
60.891561
70.146784
2.615471
0.81605
1.027849
1
1
0
1
1
2
1