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
Asian
4
Bachelors+
Public
Suburban
60.88085
71.239811
68.147088
2.436257
0.857102
1.108052
1
1
0
0
0
2
3
14
9
Female
White
2
<HS
Public
Suburban
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77.953157
86.570532
3.317309
0.937136
1.512917
1
0
1
1
0
2
1
14
9
Female
White
4
HS
Public
City
79.082261
75.873224
88.369734
3.190251
0.902954
1.10717
1
1
0
1
0
4
2
17
12
Male
White
4
SomeCollege
Public
City
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80.565604
70.764237
2.972078
0.901602
1.12722
1
0
0
0
0
2
1
14
9
Female
White
3
Bachelors+
Public
Suburban
82.052562
82.787145
77.819718
3.200687
0.889992
1.503425
1
1
0
1
0
3
2
16
11
Female
Black
3
Bachelors+
Public
Suburban
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79.600949
79.49649
3.497628
0.91033
0.495664
1
1
0
1
0
4
3
18
12
Female
White
2
HS
Public
Suburban
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68.261647
69.520642
2.447063
0.86663
0.456078
1
1
0
0
1
3
2
16
11
Male
White
2
SomeCollege
Public
City
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82.322033
76.964373
3.544735
0.94854
0.738113
1
1
0
0
0
3
3
18
12
Male
White
2
<HS
Private
City
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78.883124
92.555726
3.37209
0.929812
1.29635
1
0
0
0
1
4
2
14
9
Male
Hispanic
3
<HS
Public
Suburban
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75.387792
64.055176
2.832426
0.911316
0.830061
1
1
0
0
1
4
3
14
9
Male
Hispanic
2
SomeCollege
Public
Rural
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66.296532
75.717082
3.151926
0.911108
1.247777
1
1
0
0
0
1
3
16
11
Male
Black
3
SomeCollege
Public
Town
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74.393621
71.707382
3.037487
0.888647
0.760446
1
0
1
1
1
5
3
16
11
Male
White
2
HS
Public
Suburban
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77.866177
75.248184
3.012266
0.887212
1.141856
1
1
0
0
1
2
1
15
10
Female
White
1
HS
Public
City
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72.678766
66.343732
2.621128
0.880487
0.796305
1
1
0
0
0
3
1
15
10
Female
White
2
SomeCollege
Public
Suburban
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88.425111
67.819229
2.786708
0.887286
1.310063
1
1
0
0
0
2
2
17
12
Female
White
2
SomeCollege
Public
City
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91.010283
92.910465
3.828305
0.985154
1.050597
1
1
0
0
0
3
2
15
10
Male
Black
1
SomeCollege
Public
City
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66.39153
84.660387
2.902391
0.918441
0.707075
1
1
0
1
0
2
3
17
12
Male
Other
1
HS
Public
Rural
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80.491667
91.919259
3.47626
0.94401
1.330485
0
0
0
0
0
2
1
15
10
Female
White
4
SomeCollege
Public
Town
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79.15408
71.900074
2.705709
0.896208
0.833067
1
1
0
0
0
3
2
17
12
Female
White
3
SomeCollege
Public
City
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82.803034
78.630948
3.043021
0.889098
0.972766
1
0
0
1
0
3
3
15
10
Male
White
2
SomeCollege
Public
City
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65.474728
81.582155
2.614579
0.884773
0.573143
0
1
1
0
0
4
2
15
10
Female
White
4
SomeCollege
Public
Suburban
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89.687045
95.087824
3.734792
0.997353
1.34843
1
0
0
1
0
2
2
17
12
Female
White
2
<HS
Public
City
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72.880981
68.024942
2.962242
0.88101
1.253183
0
1
0
1
1
3
3
18
12
Female
White
4
Bachelors+
Public
Suburban
68.572759
58.381291
65.901348
2.440026
0.808467
0.722161
1
1
0
1
0
3
1
16
11
Male
White
3
HS
Private
City
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89.963446
98.43524
3.686723
1
1.588616
1
1
0
1
0
4
5
17
12
Male
Hispanic
4
SomeCollege
Private
Suburban
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79.259232
72.503348
3.052633
0.906048
0.765019
1
0
1
0
0
5
1
17
12
Male
White
2
<HS
Public
City
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74.029186
83.092877
3.112176
0.911561
1.18641
0
1
1
0
1
3
2
15
10
Female
Two-or-more
3
SomeCollege
Public
City
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66.219263
74.172774
2.459806
0.875444
0.534111
1
0
0
0
0
4
2
15
10
Female
Black
3
Bachelors+
Public
Suburban
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87.401587
82.553675
4
0.967514
1.427895
1
1
0
1
0
3
2
16
11
Male
Black
3
HS
Public
Town
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81.986611
81.91014
3.596504
0.912924
1.511685
1
0
0
0
0
2
1
17
12
Male
White
2
SomeCollege
Public
Suburban
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57.323766
65.957603
2.178285
0.862702
1.163109
1
1
1
0
0
1
3
18
12
Female
White
2
SomeCollege
Public
Town
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68.182035
72.153586
3.264076
0.855963
0.840397
1
0
0
1
1
4
2
14
9
Female
Hispanic
2
HS
Public
Town
84.537151
73.74252
94.771292
3.747107
0.934977
1.229715
0
0
0
0
0
4
1
17
12
Female
Asian
3
SomeCollege
Public
Suburban
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78.294509
92.506755
3.037639
0.950894
1.592795
1
1
0
0
1
3
3
16
11
Male
White
3
SomeCollege
Public
City
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93.21677
86.360814
3.793591
0.941409
1.350828
1
1
0
1
1
3
2
18
12
Male
White
2
HS
Public
Town
75.865513
84.161117
86.278385
3.095242
0.936406
0.967132
1
1
0
0
1
4
2
17
12
Male
Other
3
Bachelors+
Public
Suburban
82.232046
77.215755
80.102217
3.480794
0.916163
1.361556
1
1
0
1
1
4
2
17
12
Male
Hispanic
4
Bachelors+
Public
City
69.546154
74.773769
66.639432
3.108668
0.902281
0.842223
1
1
0
1
0
3
2
18
12
Female
White
3
HS
Public
City
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72.61228
78.867734
3.129523
0.913866
1.560159
1
0
0
0
0
3
3
16
11
Female
Other
4
SomeCollege
Public
Suburban
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73.611488
61.890924
3.193199
0.90493
1.098179
1
0
0
1
0
3
1
15
10
Male
White
3
HS
Public
City
59.172927
64.728473
71.16997
2.541085
0.880439
1.007249
1
1
0
1
0
3
2
15
10
Female
White
4
HS
Public
Suburban
66.129651
74.476924
56.588289
2.293671
0.855959
0.574555
1
0
0
0
0
2
2
16
11
Female
White
1
HS
Public
Rural
69.770955
77.546349
72.285772
3.217113
0.882513
0.490577
1
0
0
1
0
4
4
16
11
Female
Hispanic
1
HS
Public
Rural
89.406311
90.609859
74.63633
3.033326
0.935219
1.07978
1
1
0
0
0
4
2
16
11
Male
White
4
<HS
Public
Suburban
84.053282
89.684707
91.777178
3.957989
0.978522
1.759149
1
1
1
1
0
3
1
15
10
Female
White
1
HS
Public
Rural
59.887206
62.815371
66.33263
2.316168
0.865623
1.221204
1
1
0
0
1
3
2
15
10
Male
White
4
Bachelors+
Public
Rural
72.851389
73.867169
76.622613
3.476835
0.909145
0.263564
1
0
0
1
1
2
1
17
12
Female
White
3
SomeCollege
Public
Rural
70.386406
59.599414
66.166411
2.455955
0.852927
0.947099
1
1
0
0
0
1
1
17
12
Male
Black
1
HS
Public
Town
68.383349
72.124573
69.809209
3.045193
0.879777
0.93249
1
0
0
1
1
4
1
18
12
Female
Hispanic
3
SomeCollege
Private
Suburban
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91.843595
80.850843
3.537881
0.95423
1.228825
1
0
0
1
0
2
1
17
12
Male
Two-or-more
1
HS
Public
Suburban
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76.702206
78.661043
2.921893
0.893595
1.273581
0
0
0
1
0
3
2
15
10
Male
Hispanic
2
SomeCollege
Public
Suburban
62.006527
67.084791
71.793983
2.88234
0.831395
0.560196
1
0
0
1
0
5
2
14
9
Male
Hispanic
4
Bachelors+
Public
City
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70.726938
64.224147
2.652015
0.835118
0.959175
1
1
1
0
0
2
2
18
12
Female
White
4
SomeCollege
Private
Suburban
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81.07219
87.459132
3.5722
0.961099
1.625929
1
1
1
1
0
3
2
16
11
Male
White
4
Bachelors+
Public
Rural
62.970297
65.931087
53.308667
2.132227
0.835121
0.403022
1
0
1
1
0
4
4
17
12
Female
White
4
SomeCollege
Public
City
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70.342872
72.205406
1.977635
0.90989
1.111758
1
1
0
1
0
2
3
17
12
Male
Hispanic
1
<HS
Public
Rural
73.999733
79.139678
79.607238
2.822687
0.911874
0.899418
0
0
0
1
1
1
2
18
12
Female
Hispanic
3
SomeCollege
Public
Suburban
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95.60144
94.489279
4
0.976465
2.109679
1
0
1
0
0
4
3
16
11
Male
Hispanic
3
Bachelors+
Public
Suburban
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83.365268
89.059107
3.510749
0.924023
1.38057
0
1
1
0
0
2
2
17
12
Female
Hispanic
2
HS
Public
Suburban
89.963532
75.378761
85.941211
3.438946
0.954334
1.215048
1
1
1
0
0
3
1
15
10
Female
White
1
HS
Public
Suburban
72.324452
62.841862
75.154051
2.796335
0.88907
0.686438
1
0
0
0
0
2
1
16
11
Male
Hispanic
4
Bachelors+
Public
Suburban
83.529231
84.942252
91.591227
3.245981
0.951953
1.151322
1
0
0
0
0
3
1
15
10
Female
Hispanic
3
HS
Public
City
60.18427
41.471086
43.483522
2.407007
0.789575
0.544694
1
1
0
0
0
3
3
17
12
Female
White
1
<HS
Public
Suburban
71.12131
67.278198
76.601015
2.722184
0.868857
0.638102
0
1
1
0
0
3
3
18
12
Male
White
2
Bachelors+
Public
City
84.779226
94.259443
88.21619
3.616749
0.975383
0.729156
0
0
0
1
0
3
1
17
12
Male
White
3
SomeCollege
Public
City
76.286186
71.336325
82.251152
3.423209
0.897217
0.83917
1
0
1
0
0
1
2
15
10
Male
Black
1
<HS
Public
City
77.103147
76.372063
81.853015
3.366271
0.906711
1.231593
1
0
0
1
0
2
1
15
10
Male
White
4
SomeCollege
Private
Rural
77.74896
72.763092
71.068254
3.085849
0.881482
1.248055
1
0
0
1
0
3
2
15
10
Female
Hispanic
2
<HS
Public
Town
78.35273
84.303227
80.356617
3.447222
0.950221
1.185763
0
0
1
0
0
4
2
14
9
Male
White
3
HS
Public
City
100
94.647379
100
3.950401
0.984718
1.434242
1
0
0
0
0
5
2
16
11
Male
Two-or-more
1
HS
Public
Suburban
82.574229
74.738493
70.096534
2.84373
0.903845
1.029818
1
1
0
1
0
5
3
14
9
Male
Black
2
<HS
Public
City
70.436266
51.381069
57.164514
2.459566
0.826056
0.701172
1
0
0
0
0
4
2
17
12
Female
Hispanic
2
SomeCollege
Public
Town
58.934398
65.789782
63.395718
2.579254
0.850682
0.932578
1
0
0
1
0
2
2
15
10
Female
Hispanic
2
HS
Public
Suburban
95.091833
99.964122
85.748441
4
0.994932
1.570448
1
1
0
0
0
4
1
16
11
Male
White
1
<HS
Public
Suburban
76.130559
86.854428
81.85599
3.227677
0.958063
0.892135
1
0
1
1
0
3
2
15
10
Female
Hispanic
2
<HS
Public
Town
75.564715
82.582765
79.817027
2.925188
0.906171
1.162286
1
1
0
0
0
5
1
16
11
Male
Asian
4
SomeCollege
Public
Suburban
73.555052
76.699674
77.157945
2.939478
0.90047
1.47583
1
0
0
1
1
4
2
16
11
Female
White
1
<HS
Public
Suburban
69.824956
69.722612
73.908078
2.871052
0.906496
0.987819
1
0
0
0
0
3
2
14
9
Male
White
1
HS
Public
Suburban
80.511554
77.610857
73.712005
2.894015
0.927719
1.244083
1
1
0
0
0
3
2
14
9
Male
White
2
HS
Public
Rural
79.278543
66.597702
70.877123
3.096052
0.862436
0.985788
1
0
0
0
1
2
2
18
12
Male
Two-or-more
3
<HS
Public
City
72.124695
75.332916
75.599849
2.755514
0.901414
0.96786
1
1
1
1
0
4
2
18
12
Male
Hispanic
3
SomeCollege
Public
Rural
70.633524
78.005027
78.015261
3.038404
0.866886
0.964121
1
1
0
0
0
5
1
16
11
Female
White
3
SomeCollege
Public
Suburban
82.540818
81.86174
85.427332
3.453056
0.937434
0.929167
1
0
0
0
0
4
1
18
12
Female
White
3
SomeCollege
Public
City
77.315337
69.543705
85.767238
3.090026
0.909992
1.320219
1
1
0
1
0
3
3
18
12
Female
Hispanic
3
SomeCollege
Public
City
56.876458
66.551248
58.88052
2.875188
0.809731
0.203018
1
1
0
0
0
3
1
15
10
Male
White
2
HS
Public
Suburban
92.032874
84.201611
92.660799
3.716431
0.943073
1.353613
1
1
0
0
1
2
2
17
12
Male
Hispanic
4
Bachelors+
Public
City
73.921693
86.428409
90.850976
3.298438
0.941554
1.522642
1
1
0
1
0
4
3
17
12
Female
Two-or-more
2
HS
Public
Suburban
91.182495
93.309338
89.545067
4
0.988924
1.561137
0
0
0
1
1
2
2
18
12
Female
Hispanic
2
SomeCollege
Public
Rural
83.580871
77.833426
72.686454
3.233543
0.955208
0.85365
0
1
0
1
0
3
2
18
12
Male
White
1
<HS
Public
Rural
75.553245
73.726471
77.342372
2.89611
0.873358
0.889387
1
1
0
0
1
3
1
15
10
Female
White
2
<HS
Public
City
78.09984
78.678944
73.681134
3.253661
0.893008
1.244224
0
0
1
1
0
4
4
18
12
Male
Black
4
<HS
Public
Suburban
81.7958
81.059929
76.77771
3.573319
0.928523
1.216556
1
1
0
0
0
2
3
15
10
Male
White
4
HS
Public
City
85.851914
84.214751
74.536016
3.704285
0.903707
1.203384
1
0
0
1
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