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
14
9
Female
White
1
HS
Public
City
71.146024
69.866904
81.187928
2.864754
0.906048
0.556404
0
1
0
0
0
2
2
17
12
Female
White
1
HS
Public
Town
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68.738826
64.039127
3.147261
0.841817
0.707964
1
1
0
0
0
4
3
18
12
Female
White
3
SomeCollege
Public
Town
72.080876
75.08867
69.034165
2.735396
0.866716
0.451186
1
0
0
1
1
2
2
16
11
Male
Black
4
Bachelors+
Public
Suburban
73.58332
82.055105
80.327593
3.395448
0.928637
1.31867
1
0
1
0
0
1
1
18
12
Male
Asian
3
HS
Private
City
67.636588
72.527725
70.389145
2.901772
0.883946
0.897003
1
1
0
1
1
3
1
18
12
Female
White
3
SomeCollege
Public
City
87.219747
88.805886
93.290075
3.675265
0.970407
0.876073
1
0
1
1
1
4
2
14
9
Female
White
4
SomeCollege
Private
Rural
75.886381
80.67053
82.657582
2.942111
0.92262
0.826694
1
0
0
0
0
3
3
16
11
Female
Hispanic
2
SomeCollege
Public
Town
65.284712
61.054686
55.920999
2.230264
0.808857
1.081736
1
1
0
1
1
3
2
18
12
Male
White
4
Bachelors+
Public
Suburban
94.056478
88.289937
100
3.282373
0.960764
1.59774
1
1
0
1
1
4
2
18
12
Female
Hispanic
3
SomeCollege
Public
Town
65.012579
60.864356
65.647636
2.425201
0.856354
0.203698
1
0
0
0
1
3
2
14
9
Male
White
2
HS
Public
City
100
92.656207
82.243065
3.549451
0.988057
1.908285
1
1
0
0
0
4
3
16
11
Female
White
2
HS
Private
Suburban
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52.695083
52.969215
1.931111
0.748653
0.338336
1
0
1
1
1
4
2
17
12
Male
White
1
<HS
Public
Suburban
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79.160702
74.464467
2.818669
0.939002
1.56872
0
0
0
0
1
2
1
17
12
Male
White
1
SomeCollege
Public
City
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92.250126
95.565152
3.870881
0.989579
1.379723
0
1
0
0
1
2
2
16
11
Male
Two-or-more
2
HS
Public
Suburban
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82.738116
70.356312
2.780259
0.883548
0.699387
1
0
1
0
0
3
1
18
12
Male
Hispanic
4
<HS
Public
Rural
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70.352497
69.621043
2.5391
0.882904
0.937541
1
1
0
0
0
3
1
15
10
Male
White
4
HS
Private
Town
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59.594224
70.192207
2.403529
0.84908
0.326806
1
0
0
0
0
2
3
16
11
Female
Hispanic
4
SomeCollege
Public
City
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81.608276
68.499109
2.803779
0.907271
0.8234
1
1
0
0
0
4
2
16
11
Female
White
2
HS
Private
City
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84.500544
73.885779
2.986278
0.909273
1.269712
1
1
0
0
0
3
3
15
10
Female
Black
2
HS
Public
Rural
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77.530159
69.270003
3.304787
0.898123
1.096258
1
1
1
0
1
2
2
14
9
Male
Hispanic
2
SomeCollege
Public
Rural
57.749605
56.811818
61.581695
2.476358
0.886875
0.988538
1
0
1
1
0
2
1
16
11
Female
Black
4
HS
Public
Suburban
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81.832752
76.321815
2.830009
0.906594
0.77621
1
1
0
0
0
4
3
14
9
Female
White
1
<HS
Public
City
84.186786
82.694523
80.488176
3.488887
0.977383
0.877966
1
0
0
0
0
2
4
14
9
Male
Other
4
Bachelors+
Private
City
100
100
84.885016
3.795002
0.998565
1.969832
1
0
1
0
0
1
2
16
11
Male
Hispanic
2
SomeCollege
Public
Town
63.799265
59.099655
69.304854
2.367026
0.856801
1.506306
1
1
0
1
0
2
3
18
12
Female
Hispanic
2
SomeCollege
Public
Rural
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75.774117
69.512731
2.889635
0.909408
1.07566
1
1
0
0
1
5
1
14
9
Male
Hispanic
3
<HS
Public
Rural
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81.580441
91.554393
3.574215
0.917287
1.267214
1
0
0
0
0
4
3
15
10
Male
White
2
<HS
Public
Rural
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85.202374
89.690807
3.670272
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1.084826
1
0
0
0
0
3
3
14
9
Male
Asian
2
<HS
Public
Suburban
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76.379272
69.374967
3.082488
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0
1
0
0
0
3
1
16
11
Female
White
3
Bachelors+
Public
City
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59.852421
64.289705
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0.805084
0.618797
1
1
0
1
0
4
2
16
11
Male
White
4
Bachelors+
Public
Suburban
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72.81242
77.134789
3.081409
0.900802
1.18602
1
0
1
1
0
4
2
18
12
Male
Hispanic
3
Bachelors+
Public
City
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75.949518
90.272453
3.005368
0.940492
0.524412
1
1
0
1
1
5
2
17
12
Female
Black
3
SomeCollege
Public
Suburban
74.980745
79.160834
86.139303
2.651752
0.927666
1.67202
1
0
0
0
1
1
4
15
10
Female
Black
2
SomeCollege
Public
Suburban
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93.544764
95.030219
3.7379
1
1.705306
1
1
0
0
0
4
1
17
12
Male
White
1
HS
Public
Suburban
69.247941
55.999717
70.145868
2.475617
0.854629
0.805622
1
1
0
1
0
3
2
15
10
Female
White
3
SomeCollege
Private
Suburban
62.679272
72.810125
73.198391
2.854408
0.853981
0.981331
1
1
0
1
0
1
1
18
12
Male
White
4
<HS
Public
City
78.986047
72.924295
71.614293
3.305862
0.937411
1.054241
1
1
1
0
0
2
1
16
11
Female
White
2
HS
Public
Suburban
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75.819947
71.913589
2.809554
0.901426
1.162255
0
0
0
1
0
2
2
17
12
Male
White
2
HS
Private
Suburban
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66.157092
64.762774
2.649556
0.834409
1.249138
1
1
0
1
0
3
1
15
10
Female
Hispanic
4
Bachelors+
Private
Suburban
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69.164846
77.530161
3.184987
0.900583
1.463225
1
1
0
1
0
3
1
18
12
Female
White
4
Bachelors+
Private
City
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74.276562
91.119722
3.202712
0.907999
1.121021
1
1
0
1
0
2
3
15
10
Female
Black
3
HS
Public
Suburban
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73.770036
89.216602
2.974936
0.923978
0.921267
1
1
0
1
0
4
2
18
12
Female
White
2
SomeCollege
Public
City
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64.924329
52.675481
2.292293
0.822032
0.882471
1
0
0
1
1
3
3
18
12
Male
White
2
HS
Public
Rural
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81.436965
72.055139
3.218463
0.908096
1.183448
0
1
0
1
0
5
2
14
9
Female
Hispanic
4
HS
Public
City
100
100
91.83937
4
0.99978
1.106566
1
1
0
0
0
4
3
14
9
Male
Hispanic
2
SomeCollege
Public
Rural
73.93724
70.223281
68.156364
2.753297
0.913375
0.909932
0
0
0
1
0
3
1
17
12
Female
Hispanic
4
<HS
Private
Town
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77.957098
80.240184
3.010305
0.923094
1.345778
1
1
0
0
0
4
1
17
12
Female
Asian
4
Bachelors+
Public
Suburban
73.486921
70.111551
69.007679
2.961995
0.84685
1.023417
1
1
0
1
0
3
2
15
10
Female
White
3
SomeCollege
Public
Town
64.139873
58.914833
52.153
1.865192
0.825252
0.988039
1
1
0
0
0
5
2
17
12
Female
White
3
SomeCollege
Private
City
67.602598
77.205144
74.072011
3.060236
0.910246
0.947666
1
1
0
1
0
3
1
15
10
Male
Other
3
SomeCollege
Public
Rural
75.796694
83.627432
82.986361
3.555281
0.942596
1.364793
1
1
0
0
0
2
4
16
11
Female
Hispanic
1
<HS
Public
City
71.545079
69.790319
82.012816
3.174836
0.908852
1.121748
1
0
0
0
0
2
1
17
12
Female
White
2
HS
Public
Suburban
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76.126244
87.962777
3.432487
0.961617
0.862925
1
1
0
0
0
4
1
18
12
Female
White
3
Bachelors+
Public
Suburban
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77.219195
76.342321
3.027408
0.895929
0.764286
1
1
0
0
0
3
3
16
11
Female
White
2
<HS
Public
City
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64.807641
64.989612
2.884513
0.832525
0.760718
1
1
0
0
0
3
1
18
12
Male
White
4
Bachelors+
Private
City
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76.26173
58.348247
2.435852
0.839842
0.803921
1
1
0
1
0
2
4
16
11
Male
Two-or-more
4
SomeCollege
Public
Suburban
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71.641065
73.22875
3.136253
0.919888
1.027424
1
1
1
0
1
3
2
14
9
Male
Black
3
SomeCollege
Private
Suburban
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67.535782
56.220901
2.6436
0.837174
0.624323
1
0
0
1
0
3
1
18
12
Male
Other
1
<HS
Public
Suburban
72.000009
72.145452
72.904588
2.957066
0.871751
0.612522
1
0
0
1
1
4
1
14
9
Female
White
3
SomeCollege
Public
Town
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81.65187
86.028814
3.098637
0.931543
0.734313
1
0
1
0
0
5
2
16
11
Male
White
1
SomeCollege
Private
Suburban
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86.204957
74.523089
3.580354
0.943948
0.372977
1
0
0
1
0
4
2
17
12
Male
White
4
Bachelors+
Public
Suburban
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68.248504
59.781859
2.859947
0.829824
0.530655
1
1
0
1
0
3
1
14
9
Male
White
3
<HS
Public
Suburban
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80.794334
81.339774
3.255894
0.933479
0.583627
1
1
0
0
0
4
1
15
10
Male
Other
3
<HS
Public
Suburban
90.309934
88.994906
77.036093
3.277583
1
0.768608
1
1
0
0
0
2
1
18
12
Male
Hispanic
2
SomeCollege
Public
Rural
67.353277
79.312244
87.482134
3.119782
0.902409
1.163459
1
0
1
0
0
3
2
15
10
Male
Black
1
<HS
Public
City
71.682308
71.922858
62.339747
2.128701
0.839604
0.645434
1
1
0
0
0
3
3
18
12
Female
White
4
HS
Private
Town
68.010274
65.641314
63.338254
2.634084
0.893014
0.858113
1
1
0
0
1
5
1
15
10
Male
Black
2
HS
Public
Suburban
51.949972
60.084827
53.168672
2.003854
0.80329
0.683416
0
0
0
0
0
2
1
14
9
Male
White
4
SomeCollege
Private
City
80.245739
79.204219
76.963933
2.970406
0.905768
0.952783
1
0
0
1
0
4
1
17
12
Male
Black
1
<HS
Public
Suburban
71.30287
68.362022
88.249575
2.955058
0.919578
0.896474
1
0
1
0
0
2
2
18
12
Female
White
4
HS
Public
City
59.960894
53.861452
47.048601
2.092358
0.790141
0.989962
1
0
0
0
0
2
2
16
11
Male
Black
1
SomeCollege
Public
Suburban
70.780005
68.736048
68.897332
2.913234
0.872998
1.031436
0
0
0
0
0
3
1
18
12
Female
White
4
Bachelors+
Public
Suburban
68.605657
62.378975
52.355179
2.192828
0.826286
1.36419
1
1
0
1
0
3
1
16
11
Female
Hispanic
2
SomeCollege
Public
City
62.213707
52.254785
58.815739
2.242027
0.837188
0.273516
0
1
0
1
0
1
2
17
12
Male
White
1
SomeCollege
Public
Rural
73.137189
99.051475
84.89864
3.238548
0.941981
1.397019
1
1
0
1
0
4
1
15
10
Female
Hispanic
4
Bachelors+
Public
Suburban
66.698811
71.264715
75.686448
2.782177
0.893526
0.852642
1
1
0
0
1
3
2
15
10
Female
Asian
4
SomeCollege
Public
Suburban
68.486845
69.83141
64.663217
2.693708
0.887373
0.84538
1
1
0
1
1
4
2
16
11
Male
Hispanic
4
Bachelors+
Private
Town
78.112963
79.956403
71.996484
3.110147
0.907401
0.965005
1
0
0
1
0
2
3
17
12
Female
Other
1
<HS
Public
Rural
78.517545
85.4588
90.112131
3.589365
0.983206
0.686836
1
1
1
0
0
1
3
17
12
Female
White
3
SomeCollege
Public
City
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79.363381
64.849352
2.828772
0.854435
0.79035
1
1
0
1
1
3
3
17
12
Male
White
4
<HS
Public
Suburban
57.539996
61.511128
54.280279
2.187729
0.826208
1.082854
1
1
0
0
0
2
2
16
11
Male
White
1
<HS
Public
Suburban
70.66832
90.639589
77.771498
4
0.927189
0.738076
1
0
0
0
0
4
4
16
11
Female
Hispanic
2
Bachelors+
Public
Suburban
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72.473091
65.912263
2.592048
0.877732
1.159681
0
1
0
0
0
2
1
14
9
Male
Hispanic
4
Bachelors+
Public
Suburban
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80.331346
91.1671
3.61016
0.975006
0.822143
1
0
0
1
0
2
2
15
10
Female
Hispanic
1
<HS
Public
City
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68.221418
71.209987
2.851281
0.833414
0.597638
1
0
0
0
0
3
2
18
12
Male
Asian
1
HS
Public
Town
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90.239445
90.090215
3.54747
0.984143
0.767769
1
1
0
1
0
3
1
14
9
Male
Two-or-more
4
SomeCollege
Private
Rural
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73.860659
74.571459
3.381242
0.908018
1.551501
1
1
0
1
0
5
3
16
11
Female
Black
1
HS
Public
Suburban
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57.199363
78.105861
2.33767
0.862668
1.543081
1
1
1
0
0
5
2
14
9
Female
White
1
SomeCollege
Public
Town
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77.40299
76.92087
3.363407
0.912326
1.091662
1
0
1
1
0
3
3
15
10
Male
Asian
2
HS
Public
Suburban
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68.715823
76.849107
3.502271
0.90063
0.922547
1
1
0
1
0
2
1
18
12
Male
Hispanic
1
<HS
Public
Town
65.318292
69.312302
60.915086
2.778353
0.853076
0.511409
0
1
0
1
0
3
2
14
9
Male
Hispanic
2
SomeCollege
Public
Suburban
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78.754636
86.54445
3.466988
0.892151
1.199411
1
1
0
1
0
4
2
18
12
Male
Black
2
SomeCollege
Public
Suburban
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64.98905
61.687293
3.049507
0.832443
1.100152
1
0
0
1
0
5
3
16
11
Female
Two-or-more
4
SomeCollege
Private
City
88.860434
77.229586
83.603371
3.793993
0.924961
1.259867
1
1
0
0
0
4
2
14
9
Male
White
4
Bachelors+
Public
City
71.112008
80.751666
74.78294
2.70646
0.914762
0.964971
1
0
0
1
0
4
1
18
12
Male
White
4
Bachelors+
Public
Rural
77.785802
63.685316
65.959203
2.835444
0.850718
0.483804
1
1
1
1
0
2
1
15
10
Male
White
4
<HS
Private
Suburban
70.952893
74.026169
67.973819
2.744816
0.913938
0.990604
1
1
1
0
0
3
1
18
12
Female
Asian
4
Bachelors+
Public
Rural
74.86412
66.55366
62.887809
3.33876
0.895224
0.957936
1
1
0
1
1
4
2
17
12
Female
Hispanic
4
HS
Public
Suburban
80.588036
73.239111
81.077757
3.327526
0.938018
1.063642
1
0
0
0
0
2
3
15
10
Female
White
2
<HS
Public
Rural
74.879955
72.599028
79.098097
2.788979
0.902905
1.266947
1
1
0
0
0
2
1