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
Female
Hispanic
2
HS
Public
Town
82.333218
77.758023
76.562894
2.886531
0.908584
1.202391
1
1
0
0
0
3
4
16
11
Male
White
3
<HS
Public
Suburban
66.98317
65.784286
65.368417
2.465039
0.838251
1.036209
1
1
0
0
0
4
3
15
10
Female
Two-or-more
2
SomeCollege
Public
Rural
89.97003
83.686898
74.059495
2.99135
0.935054
1.01935
1
1
0
0
0
4
1
14
9
Female
White
3
SomeCollege
Public
Town
69.030711
61.980188
75.511709
2.47206
0.868318
0.820155
1
1
1
0
0
3
2
15
10
Female
White
3
HS
Private
Rural
66.555394
67.968357
63.850028
3.021967
0.871216
1.044814
1
1
1
1
1
2
1
18
12
Male
Black
1
HS
Public
City
67.299033
70.95939
76.540002
2.983475
0.893124
0.460577
1
1
0
0
1
4
2
14
9
Female
White
4
SomeCollege
Public
Suburban
59.622942
56.194653
55.162044
2.026959
0.783921
0
1
0
0
1
1
3
2
18
12
Female
White
4
HS
Public
Suburban
70.742607
77.50886
73.565519
3.184511
0.881038
1.054693
1
0
1
0
0
3
1
15
10
Female
Black
1
HS
Public
Suburban
56.357717
62.619156
57.562115
2.283889
0.814668
1.106493
1
0
0
0
0
4
1
16
11
Female
Hispanic
3
<HS
Private
Suburban
63.471669
71.287247
60.954818
2.158892
0.812797
0.959801
1
1
1
1
1
4
3
16
11
Female
Hispanic
2
<HS
Public
Suburban
85.010257
88.712652
76.903967
3.755842
0.915285
1.352092
0
0
0
0
0
4
2
15
10
Female
White
3
HS
Public
Rural
78.868495
82.073455
78.347967
3.347804
0.933101
1.051877
1
1
0
0
0
1
3
15
10
Male
White
1
SomeCollege
Public
Suburban
95.554884
97.100199
93.51911
3.520675
1
1.312333
0
1
0
1
0
1
2
17
12
Male
White
4
SomeCollege
Public
Rural
65.639531
70.299671
66.35046
2.624713
0.850931
0.954375
1
1
0
0
0
2
4
18
12
Female
Hispanic
4
Bachelors+
Public
City
73.651358
78.164793
62.260705
2.982683
0.886746
1.091721
1
0
0
1
0
2
2
16
11
Female
White
4
Bachelors+
Public
City
87.904634
86.469492
83.121679
3.387703
0.960609
0.495467
1
0
0
1
0
4
1
16
11
Male
White
3
SomeCollege
Public
Suburban
63.48438
67.667073
61.540976
2.584235
0.857295
0.917466
0
1
0
1
1
3
3
16
11
Male
Two-or-more
3
HS
Public
City
66.036914
75.136346
66.723891
3.308857
0.846072
1.046186
0
1
0
0
0
3
3
18
12
Male
White
1
HS
Public
Rural
82.836312
73.056014
74.922753
2.261937
0.924944
1.443887
0
0
1
0
1
3
3
14
9
Male
White
4
Bachelors+
Public
Suburban
87.875909
82.114021
81.310426
4
0.940826
1.177086
1
0
0
1
0
2
1
14
9
Female
White
1
HS
Public
Suburban
77.307346
70.804974
71.457242
2.476521
0.888691
1.441903
0
0
0
1
0
3
3
15
10
Female
White
1
<HS
Public
City
80.895718
78.721641
68.752642
3.235784
0.89695
0.901921
0
1
1
0
0
5
3
15
10
Male
Black
3
SomeCollege
Public
Suburban
80.378689
81.030634
76.986923
2.745113
0.932274
0.540807
1
1
0
1
0
4
2
16
11
Female
Black
1
<HS
Public
Suburban
72.121422
58.537659
73.560493
2.384674
0.863139
0.411123
1
1
0
0
0
3
2
14
9
Female
Hispanic
4
Bachelors+
Public
Town
63.607024
65.94812
62.921054
2.683185
0.902544
1.420383
1
1
0
1
0
2
2
18
12
Male
Black
2
HS
Private
Suburban
73.699486
68.830669
83.047535
3.135389
0.877206
0.865428
1
0
0
1
0
2
2
16
11
Male
Hispanic
2
<HS
Public
Rural
78.931585
82.849842
64.90672
2.920253
0.86996
0.513254
1
0
0
1
1
4
2
16
11
Male
White
2
<HS
Public
Town
81.178585
63.38061
71.43463
2.723187
0.925749
0.544724
1
1
0
0
0
4
1
15
10
Female
White
2
<HS
Private
Suburban
83.388436
72.197385
74.853827
3.332549
0.917854
1.437143
1
0
0
0
0
3
2
15
10
Male
Hispanic
4
Bachelors+
Private
Suburban
87.506714
75.596859
94.878926
3.492179
0.945267
1.079511
1
1
0
1
0
3
2
16
11
Male
Black
2
SomeCollege
Public
Town
74.041426
70.899524
72.750364
2.739311
0.889023
1.281256
1
0
0
0
0
2
2
14
9
Female
Black
3
Bachelors+
Public
City
69.119767
78.490912
60.568887
2.827954
0.883286
1.038184
1
0
0
0
0
5
2
18
12
Male
Black
2
SomeCollege
Public
Town
80.763471
91.140787
80.723674
3.721844
0.955328
1.54457
1
0
0
0
0
2
1
15
10
Female
Hispanic
3
SomeCollege
Private
Suburban
80.274996
75.857181
67.800236
2.852311
0.878969
0.954212
1
1
1
0
0
5
3
17
12
Female
Hispanic
4
Bachelors+
Private
Rural
79.771996
75.373658
71.039113
3.02672
0.902962
0.833231
1
1
0
1
0
4
2
17
12
Male
Hispanic
1
Bachelors+
Public
Suburban
72.885364
85.639347
71.955083
2.873469
0.937674
0.918642
1
0
0
0
0
3
3
17
12
Male
White
3
HS
Public
Suburban
78.359781
73.66991
75.75378
3.01565
0.885867
0.953364
1
0
0
0
1
2
2
14
9
Female
Hispanic
2
HS
Public
Suburban
70.60343
76.849224
75.604342
2.739197
0.897423
0.54005
1
0
0
0
0
3
1
17
12
Female
White
2
SomeCollege
Public
City
75.752699
75.637786
73.212592
3.090858
0.899093
1.378704
1
1
1
1
1
4
3
16
11
Male
Hispanic
1
<HS
Public
Town
66.562097
66.673422
64.986973
2.73012
0.824914
1.081081
0
0
1
0
0
2
2
18
12
Female
Hispanic
4
Bachelors+
Public
City
83.643161
84.598432
83.541561
3.00188
0.939342
1.255736
1
1
0
0
1
2
2
15
10
Female
White
4
<HS
Public
City
95.776698
95.808416
80.797325
3.731731
0.972724
1.71379
1
1
0
0
0
5
3
17
12
Female
Hispanic
2
<HS
Public
City
83.009082
82.395004
89.283193
3.270121
0.951464
1.55865
1
0
1
0
0
2
2
18
12
Male
White
4
SomeCollege
Public
City
74.818852
68.967849
70.18054
3.105412
0.844008
1.013551
1
1
1
0
0
3
3
17
12
Female
Hispanic
2
HS
Public
Rural
79.550502
72.552588
73.152047
2.54367
0.894502
0.436
1
1
0
1
1
2
1
15
10
Female
Hispanic
1
<HS
Public
Suburban
70.029991
75.628643
71.533827
3.08674
0.897641
0.670452
1
1
0
0
0
2
4
18
12
Male
Other
2
HS
Public
City
75.671202
86.01995
77.475485
2.696692
0.94139
0.710483
1
1
0
0
0
2
3
18
12
Male
White
3
SomeCollege
Public
Rural
61.219509
47.287232
57.279517
1.630534
0.789769
0.866613
1
0
0
0
0
4
2
17
12
Female
White
2
SomeCollege
Public
Suburban
69.681626
62.462221
79.504475
2.710355
0.891167
1.33404
1
1
0
1
0
2
1
18
12
Female
White
3
SomeCollege
Private
Rural
75.720173
82.283956
92.18686
3.422147
0.931504
1.166496
1
0
1
0
0
3
2
18
12
Female
Black
3
<HS
Public
Suburban
74.853521
65.799639
65.598681
3.371097
0.892654
0.664531
1
1
0
0
0
3
1
17
12
Female
Hispanic
4
Bachelors+
Public
Suburban
83.026712
68.070476
74.815523
3.115622
0.926017
0.549935
1
1
0
1
0
4
3
14
9
Female
Hispanic
4
Bachelors+
Private
Rural
61.521557
69.188444
69.515905
3.182543
0.882853
0.702213
1
0
1
0
0
4
1
15
10
Male
Black
3
Bachelors+
Private
Suburban
82.477662
86.582988
87.814757
3.322707
0.950458
1.431484
1
1
0
0
0
3
2
14
9
Male
Hispanic
2
HS
Public
Suburban
60.035065
68.447998
71.880878
2.544181
0.845602
1.260396
1
1
0
1
0
4
2
15
10
Male
White
1
<HS
Public
City
64.143857
74.715863
79.933387
3.239755
0.858544
1.648942
1
0
0
0
0
3
1
17
12
Male
Two-or-more
4
HS
Private
City
67.358848
68.212714
63.92516
2.175051
0.89235
0.978407
1
1
0
0
0
3
2
16
11
Female
Hispanic
4
SomeCollege
Private
Suburban
90.192
93.432417
92.862487
3.776872
0.981147
0.815324
1
0
0
1
0
3
2
16
11
Female
White
3
Bachelors+
Public
Town
77.809071
69.138203
73.498476
3.214589
0.884324
1.29852
1
0
0
1
1
4
1
15
10
Male
White
1
HS
Public
City
71.501778
65.215877
62.397832
2.691118
0.899214
0.565741
0
0
0
0
0
4
2
16
11
Female
Asian
2
HS
Public
Suburban
79.510116
82.024414
69.152241
2.545633
0.932184
0.371881
1
0
0
0
0
4
1
18
12
Female
White
1
HS
Public
Suburban
84.264612
82.940684
95.31084
3.323105
0.959277
2.139389
0
1
0
0
0
4
1
14
9
Female
White
3
<HS
Public
Suburban
81.193403
77.925124
81.231921
3.189958
0.909973
0.895801
1
0
1
0
0
4
2
14
9
Female
White
4
SomeCollege
Public
Rural
74.549791
80.991885
67.358613
3.115282
0.890832
0.950422
1
0
0
0
0
3
1
15
10
Female
Two-or-more
1
<HS
Public
Rural
83.732203
83.783525
91.499663
3.545739
0.98524
1.249506
1
0
0
0
0
4
4
15
10
Female
Hispanic
4
HS
Private
City
73.731496
68.429356
72.262512
2.606531
0.881215
1.32371
1
1
0
0
0
4
2
15
10
Female
White
4
Bachelors+
Public
City
69.070624
65.395787
76.301132
2.766449
0.891823
0.809629
1
0
0
0
0
3
1
18
12
Male
Black
4
SomeCollege
Public
Suburban
77.917186
94.891733
81.668491
2.942434
1
0.950943
1
0
0
1
0
4
2
14
9
Male
White
2
HS
Public
Suburban
93.160665
82.482492
90.920719
3.647352
0.960744
1.362088
1
0
0
0
0
3
1
15
10
Female
Asian
4
HS
Private
City
76.145127
81.039398
70.378274
3.387109
0.896051
0.912811
1
1
1
0
0
3
2
15
10
Female
Hispanic
1
HS
Public
Suburban
65.073328
78.075921
69.790589
2.672643
0.919237
0.969542
0
0
0
1
0
3
3
16
11
Male
White
3
<HS
Private
Suburban
81.455134
84.9442
76.786516
3.301332
0.908563
0.852422
1
1
0
0
0
4
4
15
10
Male
White
1
<HS
Public
City
68.389371
74.431654
75.995051
2.967289
0.898156
0.939302
1
1
0
0
0
4
1
18
12
Female
White
3
SomeCollege
Private
Rural
64.345784
64.485275
63.065621
2.393048
0.834797
1.246321
1
1
0
1
0
2
3
15
10
Female
Hispanic
3
SomeCollege
Public
City
69.91469
79.529345
80.551111
3.026477
0.912872
1.872923
1
1
0
0
0
5
2
17
12
Male
Asian
1
<HS
Public
Rural
68.223406
64.815381
59.740066
2.440718
0.862463
0.567336
0
1
0
1
0
2
4
14
9
Male
White
3
SomeCollege
Public
Suburban
82.155427
94.834827
85.783678
2.984891
0.942984
1.233712
1
1
0
0
0
3
2
15
10
Female
Hispanic
1
HS
Public
Suburban
86.466294
89.93833
77.139251
3.422637
0.884793
1.182474
1
1
1
0
0
1
2
17
12
Male
Hispanic
3
SomeCollege
Public
Town
65.888551
81.218187
67.148429
2.852445
0.905092
0.669842
1
1
0
0
0
3
2
18
12
Male
Hispanic
1
<HS
Public
City
75.605292
67.198754
68.941352
3.053109
0.857651
1.21702
0
1
1
0
0
2
2
14
9
Female
Other
2
SomeCollege
Public
Town
56.344551
53.935029
63.119067
2.406579
0.814576
0.497314
0
1
0
0
0
5
4
17
12
Female
Hispanic
3
SomeCollege
Public
Suburban
68.808818
75.610098
78.064031
3.134798
0.935988
0.95347
0
1
1
1
0
3
2
18
12
Male
Black
3
<HS
Public
Suburban
72.967443
81.744636
73.608141
3.28362
0.908456
0.784222
1
0
0
0
0
4
1
16
11
Male
Black
1
<HS
Public
Suburban
70.195264
62.844907
68.305443
2.826884
0.877009
1.31779
1
1
1
0
1
3
3
18
12
Female
Two-or-more
3
SomeCollege
Public
Suburban
69.002649
66.448097
67.103965
2.505041
0.85601
0.597036
1
1
0
1
0
2
2
16
11
Female
White
4
SomeCollege
Public
Suburban
81.716716
87.207807
82.47848
3.329548
0.939014
1.794659
1
1
0
1
0
4
3
17
12
Female
Two-or-more
2
SomeCollege
Private
Suburban
66.115181
65.276475
57.706994
2.566017
0.849386
0.735662
1
0
0
0
0
1
3
16
11
Male
White
2
SomeCollege
Public
City
62.753491
59.922938
66.972249
2.966684
0.862357
0.339773
0
0
0
1
0
3
1
17
12
Female
Two-or-more
1
<HS
Public
City
73.141101
74.631685
80.948331
3.721216
0.900538
1.126598
1
1
0
0
1
3
1
14
9
Female
Hispanic
3
SomeCollege
Public
City
73.956274
80.72407
83.216271
2.790485
0.900344
0.902092
1
0
0
1
0
2
1
17
12
Male
Hispanic
4
HS
Public
City
66.186123
64.52019
64.554128
3.077114
0.867261
0.869956
1
1
0
0
0
3
4
17
12
Female
Black
3
SomeCollege
Public
City
75.179744
66.851121
69.540486
2.31542
0.877175
0.759877
1
1
0
1
0
3
2
18
12
Female
White
4
Bachelors+
Public
City
84.520661
76.296674
82.412872
2.904661
0.937578
0.878253
1
0
0
0
0
4
1
17
12
Female
White
2
HS
Public
City
85.720809
78.903732
84.005203
3.699483
0.964604
1.447795
1
0
0
1
0
4
1
18
12
Male
Black
3
HS
Public
Suburban
84.900992
76.789645
78.397078
3.14094
0.953051
0.942769
1
1
0
1
1
3
2
16
11
Female
White
2
HS
Public
Suburban
71.18378
78.312244
76.555229
2.904344
0.919972
1.710084
1
0
0
1
0
2
2
17
12
Female
White
2
SomeCollege
Public
Suburban
84.998872
67.581516
77.482611
2.898781
0.92402
2.083645
1
1
0
1
0
3
2
18
12
Female
Hispanic
1
SomeCollege
Public
Suburban
73.482748
72.912849
85.424751
2.990021
0.870639
0.890233
0
0
0
1
1
2
2
14
9
Female
Black
2
Bachelors+
Public
Suburban
55.667535
67.355312
67.133674
2.635599
0.826647
0.719694
1
1
0
1
0
2
2
15
10
Female
Asian
2
HS
Public
Suburban
78.525756
74.581032
77.37316
3.125045
0.917637
0.916518
1
1
1
0
1
2
1