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
White
1
HS
Public
Suburban
60.167725
61.294858
69.198916
2.649283
0.859206
0.894618
0
1
0
1
0
4
1
18
12
Male
Hispanic
4
SomeCollege
Public
City
65.733673
62.804474
61.97228
2.692074
0.835244
0.752747
1
1
0
1
1
3
2
14
9
Female
White
3
HS
Public
Suburban
71.670333
76.53968
79.413628
3.098386
0.871413
0.270326
1
0
0
0
0
5
2
18
12
Female
Hispanic
2
HS
Public
Suburban
74.002461
73.181256
67.736288
2.485782
0.863449
0.757009
1
0
0
1
1
4
2
17
12
Female
Hispanic
1
HS
Public
Town
56.973571
54.146971
59.764135
2.03402
0.813557
0.638452
1
0
0
0
0
4
1
17
12
Male
Other
2
<HS
Public
Rural
72.720266
75.383737
71.560877
2.586382
0.850418
1.598497
1
1
0
0
0
3
3
18
12
Male
Hispanic
4
HS
Public
City
87.920217
91.928769
84.263503
3.400133
0.965372
0.841117
1
0
0
1
1
4
4
17
12
Female
Hispanic
1
<HS
Public
City
71.486955
84.440212
80.707516
3.191461
0.880527
1.15979
1
1
0
0
0
3
2
14
9
Male
White
4
HS
Public
Suburban
87.966529
79.718117
75.222721
3.331328
0.913624
1.579819
1
1
0
0
0
4
4
16
11
Female
White
4
Bachelors+
Private
City
82.205102
77.493218
90.550339
3.323953
0.92546
0.759847
1
1
0
0
1
3
3
18
12
Male
Hispanic
2
SomeCollege
Private
Rural
96.518047
93.545262
84.160366
3.309607
1
1.169001
1
0
0
0
0
4
1
18
12
Male
Hispanic
2
HS
Public
Suburban
99.460155
87.162379
82.498206
3.336572
0.993107
1.531421
1
1
0
1
1
2
2
18
12
Male
Asian
4
SomeCollege
Public
Rural
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68.727394
69.384917
2.562515
0.890179
0.863115
1
0
0
1
0
2
2
18
12
Female
White
2
SomeCollege
Public
Rural
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74.003943
77.547435
3.148404
0.876201
0.726434
0
0
1
0
0
2
2
15
10
Male
White
1
HS
Public
Town
81.150566
79.962737
71.704804
2.730923
0.903345
0.436694
0
0
1
0
0
1
2
14
9
Male
Hispanic
1
<HS
Public
Suburban
70.160996
67.010633
86.129901
2.505621
0.872117
1.354732
1
0
0
0
1
3
1
14
9
Male
Hispanic
3
HS
Private
Town
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88.524958
68.62673
3.57124
0.946902
1.3677
1
1
0
0
0
4
2
17
12
Female
Hispanic
2
SomeCollege
Public
Rural
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75.593073
77.931159
3.250947
0.95155
1.374893
1
0
0
0
0
5
1
17
12
Female
Hispanic
4
SomeCollege
Public
City
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75.413595
80.87661
2.901962
0.909934
0.958419
1
1
0
0
0
4
1
18
12
Male
Hispanic
3
SomeCollege
Private
Rural
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56.259543
47.179853
1.852389
0.773708
0.160273
1
0
0
0
1
2
1
15
10
Male
Hispanic
3
SomeCollege
Private
Suburban
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89.41233
87.803544
3.093971
0.953609
1.380688
0
1
1
0
0
4
2
16
11
Male
Asian
4
SomeCollege
Public
Suburban
66.355353
61.191581
76.609174
2.82519
0.865265
0.759723
1
0
0
0
0
3
2
18
12
Female
Hispanic
1
HS
Public
Suburban
62.431639
71.152826
73.761818
2.67708
0.870693
0.693347
0
0
1
0
0
3
2
17
12
Female
White
1
<HS
Public
Suburban
76.602328
73.11507
78.799964
3.093316
0.889509
1.467976
0
0
0
0
0
2
3
18
12
Female
Black
3
HS
Public
Suburban
80.134994
77.562229
80.377286
3.380275
0.924388
1.006782
1
1
0
0
1
2
3
14
9
Male
White
3
Bachelors+
Public
Town
62.057824
68.665915
62.587077
2.616217
0.866966
0.824857
1
1
0
1
0
1
1
16
11
Female
White
2
Bachelors+
Public
Rural
51.379493
49.107973
54.252587
2.348779
0.759768
0.677858
1
1
0
0
0
4
1
17
12
Female
White
3
Bachelors+
Private
Rural
83.887188
76.499911
77.023631
3.213841
0.907688
1.339456
1
0
0
1
0
3
2
17
12
Female
White
1
<HS
Public
City
55.799071
59.762362
59.374525
1.960439
0.816401
0.816055
0
1
0
0
0
2
1
18
12
Male
White
2
SomeCollege
Public
Suburban
64.777289
69.926596
70.072015
2.850768
0.834476
0.92974
1
0
0
0
1
3
3
18
12
Female
White
3
SomeCollege
Public
Rural
73.448766
75.088765
67.209428
2.552294
0.886173
1.109708
0
0
0
0
0
3
3
14
9
Male
Asian
2
Bachelors+
Public
Suburban
79.481693
78.543959
85.828637
3.168508
0.963077
0.521645
1
0
0
1
1
3
1
17
12
Female
Black
1
<HS
Public
Suburban
69.470407
78.618335
77.273667
3.010125
0.898137
0.856038
0
0
0
0
1
5
2
17
12
Male
Hispanic
1
HS
Public
Suburban
64.545603
70.55659
73.527815
2.94629
0.869476
0.753658
1
0
0
0
0
2
1
17
12
Female
Hispanic
4
Bachelors+
Public
Rural
86.098925
81.270339
82.438232
2.873868
0.923781
1.036307
1
0
0
1
0
1
3
14
9
Male
Other
2
<HS
Private
Suburban
72.008734
68.447618
70.032689
2.502766
0.865626
1.110566
1
0
0
0
0
3
2
18
12
Female
White
3
HS
Public
City
59.891746
52.538999
63.266222
2.71449
0.81365
0.592819
1
0
0
0
0
1
2
16
11
Female
Black
2
SomeCollege
Public
Suburban
84.2381
83.041625
83.547589
3.103348
0.949244
1.470746
0
1
0
1
0
4
1
15
10
Male
Black
4
SomeCollege
Private
City
95.026498
79.315355
90.691881
3.622167
0.965135
1.705217
1
0
0
1
0
3
1
14
9
Male
Hispanic
1
SomeCollege
Public
Suburban
83.824496
74.940671
79.089638
3.153752
0.905418
1.257608
1
0
1
0
0
3
2
18
12
Male
White
4
SomeCollege
Private
Suburban
78.988857
63.790419
69.845005
3.168377
0.867472
0.726166
1
1
0
1
0
3
3
14
9
Male
White
3
HS
Public
Rural
75.773933
68.078296
81.910128
3.349447
0.911853
0.886443
1
0
0
0
0
4
2
17
12
Male
Hispanic
1
<HS
Public
City
78.948431
80.859494
75.867858
3.00286
0.934044
1.103246
1
0
0
0
1
3
1
14
9
Female
White
4
Bachelors+
Private
Rural
56.611056
69.36638
66.433136
2.80929
0.859905
0.829076
1
1
0
0
0
3
3
16
11
Female
Hispanic
1
<HS
Public
City
72.260026
76.710633
77.90028
2.353111
0.864284
0.719987
1
1
0
0
0
4
2
14
9
Male
White
2
HS
Public
Town
71.841552
75.203836
68.258144
2.369662
0.899564
1.15407
1
1
0
1
0
3
1
18
12
Male
Black
2
SomeCollege
Public
Suburban
67.719088
74.270593
75.57263
2.663021
0.87527
0.614506
0
1
0
1
0
3
3
17
12
Female
Hispanic
1
HS
Public
Suburban
83.386546
79.67145
66.741471
2.796735
0.907893
0.625324
1
0
0
0
0
3
2
14
9
Male
White
1
SomeCollege
Public
Suburban
73.338498
84.616103
81.284729
3.446387
0.910866
1.067212
1
0
0
1
0
4
3
18
12
Male
White
4
SomeCollege
Public
Suburban
75.175438
75.176786
72.663466
3.186223
0.890727
0.974234
1
1
0
0
1
3
1
16
11
Male
Hispanic
2
Bachelors+
Public
Suburban
75.547569
67.105225
83.639684
2.270143
0.877606
0.730189
1
1
0
1
0
2
1
14
9
Female
Hispanic
4
HS
Public
Suburban
58.755448
61.080915
54.001631
3.070883
0.8243
0.618113
1
0
0
1
0
3
2
17
12
Male
Hispanic
1
<HS
Public
Suburban
65.887868
68.734021
71.03224
2.49521
0.854607
1.441612
1
1
1
0
0
4
2
17
12
Female
Other
2
HS
Private
Suburban
76.11057
81.076886
81.542748
2.920319
0.927829
1.02669
1
0
0
1
0
3
1
16
11
Female
White
1
<HS
Public
Rural
85.186737
86.526069
76.588968
3.137565
0.92725
1.598933
1
0
0
0
0
3
2
18
12
Female
Hispanic
1
SomeCollege
Public
City
65.326565
62.555458
61.042068
2.459143
0.848462
0.966339
1
0
0
0
0
3
3
14
9
Female
Hispanic
1
HS
Public
Suburban
76.680046
81.80737
75.619898
2.957948
0.869915
0.382418
0
1
1
0
0
2
2
15
10
Female
Hispanic
3
SomeCollege
Public
City
79.712498
66.280238
63.045793
2.862351
0.908354
0.711586
1
0
0
1
1
4
2
14
9
Male
Hispanic
2
<HS
Public
City
70.44616
68.819846
67.22409
2.838002
0.864274
1.196818
1
1
0
1
0
2
4
14
9
Male
Two-or-more
1
<HS
Public
Suburban
66.218306
65.664392
61.243165
2.258498
0.845251
0.654049
1
1
0
0
0
3
3
17
12
Female
Two-or-more
3
HS
Private
City
74.060373
71.560254
73.739816
2.983025
0.84166
1.107899
1
0
0
1
0
3
4
18
12
Female
White
4
<HS
Public
Rural
82.043912
80.81213
75.662926
3.202641
0.930876
1.500198
1
0
0
0
1
4
2
14
9
Male
White
2
SomeCollege
Public
Suburban
70.128735
67.585866
68.537679
3.302754
0.896119
0.61411
0
0
1
1
0
4
1
14
9
Female
White
3
SomeCollege
Public
Rural
91.98305
94.305961
84.118349
3.565266
0.961852
1.213118
1
0
0
0
1
3
2
17
12
Female
Hispanic
3
Bachelors+
Public
Town
60.204027
76.937201
72.81991
2.98884
0.872664
0.879652
1
1
0
1
1
2
3
18
12
Female
White
2
SomeCollege
Public
City
87.018172
76.372919
82.91224
3.173317
0.94932
0.809193
1
1
1
0
0
3
2
17
12
Female
White
3
HS
Private
City
85.061771
75.551878
82.11934
2.476965
0.927195
1.533468
1
0
1
1
1
4
1
14
9
Female
Hispanic
4
SomeCollege
Public
Rural
77.914707
66.403831
65.470631
2.990938
0.909384
0.253735
1
0
0
0
0
3
1
15
10
Female
Hispanic
4
Bachelors+
Private
City
82.328143
82.925284
75.449597
3.158786
0.920369
1.076787
1
0
0
1
0
3
3
15
10
Female
Black
2
SomeCollege
Public
Suburban
58.154912
61.309439
67.099815
2.65716
0.81846
0.388225
1
1
0
0
0
3
3
17
12
Male
Two-or-more
1
HS
Private
Rural
93.535932
73.460637
92.477849
3.390721
0.96346
1.029025
0
1
0
1
0
4
1
14
9
Male
Two-or-more
4
Bachelors+
Public
Suburban
73.82116
73.78928
71.519452
2.536366
0.900253
0.74621
1
0
0
1
0
4
3
18
12
Female
White
2
HS
Public
Suburban
61.752072
67.996035
65.613303
2.845185
0.827807
0.465106
1
0
0
0
1
3
2
17
12
Male
Black
1
HS
Public
Rural
83.523913
77.004341
72.481581
3.486613
0.933058
1.345942
1
1
0
0
0
3
3
15
10
Male
Hispanic
3
SomeCollege
Public
Suburban
81.550968
89.070133
75.159275
3.385656
0.921079
1.154746
1
0
0
0
0
2
2
14
9
Female
Two-or-more
3
Bachelors+
Public
City
85.322005
80.515534
86.107783
2.999997
0.998098
1.5205
1
1
0
1
0
3
3
14
9
Female
White
3
Bachelors+
Private
City
80.70066
68.994697
81.047436
3.033245
0.918689
0.608076
1
1
0
1
0
2
2
18
12
Male
Asian
2
Bachelors+
Public
Suburban
73.082289
60.536417
70.62897
2.731122
0.890706
0.707109
1
1
0
1
0
3
1
18
12
Female
Hispanic
1
<HS
Private
Suburban
80.978239
81.972962
80.604974
3.08403
0.897583
1.071387
1
1
0
1
0
5
2
14
9
Female
White
2
Bachelors+
Public
Town
62.965072
78.84557
89.150204
3.488625
0.893534
0.873016
1
0
1
1
0
1
1
17
12
Male
Hispanic
4
SomeCollege
Public
City
62.507068
64.016778
60.739493
2.518409
0.838494
0.502699
1
1
0
0
0
3
1
16
11
Male
White
2
HS
Public
City
88.668376
91.936931
88.044483
3.801096
0.945016
1.140495
1
1
0
0
0
4
3
16
11
Female
White
3
SomeCollege
Public
City
76.578932
71.907637
79.974783
2.885042
0.917468
1.121921
1
1
0
0
1
3
1
16
11
Female
Asian
3
SomeCollege
Public
Suburban
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82.965303
79.504687
3.193581
0.948076
0.885186
1
0
0
1
0
4
3
18
12
Female
Hispanic
4
Bachelors+
Public
City
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66.169037
66.4979
2.800062
0.880342
1.853435
1
1
0
1
0
4
3
18
12
Male
Black
2
<HS
Public
Suburban
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74.42673
84.570371
3.14055
0.946506
1.075421
1
1
1
0
0
1
3
17
12
Male
Hispanic
3
SomeCollege
Public
Suburban
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80.892996
63.260726
3.161202
0.851052
1.008386
1
1
0
1
0
1
1
14
9
Male
Hispanic
3
Bachelors+
Private
Rural
76.20926
75.687478
79.050672
3.34981
0.911254
1.270307
1
0
0
1
0
4
3
14
9
Female
White
3
<HS
Public
City
76.827535
72.982585
70.167234
3.139513
0.910283
1.348937
1
1
0
0
0
2
3
17
12
Female
Hispanic
2
SomeCollege
Public
Rural
68.730998
74.169691
75.759201
2.917955
0.880823
0.726652
1
0
0
0
0
3
2
16
11
Female
White
2
HS
Public
Suburban
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84.274711
80.842672
3.289638
0.945281
1.370599
1
0
0
0
0
3
2
17
12
Male
White
1
HS
Public
Suburban
72.765398
64.329621
62.689261
2.393156
0.845
0.75944
0
1
0
1
0
3
1
18
12
Male
Hispanic
1
SomeCollege
Public
City
72.345708
76.064012
76.9971
2.921073
0.932673
1.044194
0
1
1
0
0
4
1
17
12
Female
Two-or-more
2
<HS
Public
Town
83.270976
81.023486
84.388515
3.667309
0.879375
0.981888
1
1
0
0
0
3
3
17
12
Female
White
2
SomeCollege
Public
Suburban
66.388794
65.533861
76.446354
2.577869
0.867567
0.998656
1
1
0
0
0
2
3
18
12
Male
White
1
<HS
Public
City
87.896277
78.9422
82.209026
3.351439
0.978227
1.383981
1
1
0
0
1
2
1
14
9
Female
Black
3
HS
Public
Suburban
78.086995
87.352268
90.175577
3.253322
0.983463
1.828348
1
0
0
0
0
4
3
15
10
Female
Hispanic
4
SomeCollege
Private
Suburban
87.598246
81.963606
91.167718
3.333923
0.955202
0.97264
1
0
0
0
0
4
1
15
10
Female
Hispanic
3
SomeCollege
Public
Rural
75.335769
79.817121
67.840254
3.223606
0.909477
0.882119
0
1
1
0
1
4
1
14
9
Male
Asian
2
SomeCollege
Public
City
69.824177
73.172682
70.068433
2.833115
0.863731
1.233857
0
1
0
0
1
4
2