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
Male
White
2
HS
Public
Town
79.599019
68.064189
78.213571
2.894831
0.87863
0.993883
1
1
0
1
0
3
2
17
12
Female
White
4
HS
Public
Suburban
57.159721
63.883407
53.179
1.865138
0.798449
0.686273
1
1
0
1
0
2
3
17
12
Female
Black
3
Bachelors+
Public
Suburban
87.308667
72.923757
70.396923
3.723961
0.896614
1.355716
1
1
1
1
1
4
2
18
12
Female
Hispanic
1
HS
Public
City
78.206598
64.311571
71.137361
3.467767
0.880356
0.528196
1
0
0
0
0
3
2
14
9
Male
Asian
3
HS
Public
Suburban
78.44667
87.431444
84.319644
3.472154
0.926723
0.963285
1
0
0
0
1
4
2
14
9
Male
White
3
Bachelors+
Public
Suburban
76.37171
86.493869
80.386004
3.72827
0.946429
0.800338
1
0
0
0
0
5
2
15
10
Male
Other
4
SomeCollege
Public
Suburban
75.569157
77.598474
80.584727
3.360638
0.942093
1.217327
1
1
0
1
0
2
1
18
12
Female
White
4
SomeCollege
Private
Rural
79.490257
81.362113
67.867363
3.279711
0.883257
1.258035
1
1
1
0
0
3
3
15
10
Male
Hispanic
3
SomeCollege
Private
Suburban
68.693596
72.113747
66.808201
3.098183
0.855007
0.77692
1
0
0
0
0
3
2
15
10
Male
White
2
<HS
Public
Suburban
76.410582
63.146847
70.216918
2.965354
0.878802
0.881408
0
1
0
0
1
3
3
16
11
Male
White
4
SomeCollege
Public
Suburban
75.908141
67.263729
64.673512
2.591053
0.87016
1.050164
1
0
1
1
0
4
1
16
11
Female
White
1
<HS
Public
Rural
64.614643
70.351412
77.09704
2.589703
0.895904
0.986009
1
1
1
0
0
2
4
15
10
Female
Hispanic
4
HS
Public
Rural
64.999651
67.036404
65.849787
2.511467
0.852703
0.635613
1
0
0
0
0
3
2
14
9
Female
Hispanic
4
Bachelors+
Public
City
85.166331
83.125718
76.430416
2.57406
0.948657
1.310741
1
1
0
0
0
1
3
18
12
Male
White
2
HS
Public
Town
79.701744
84.880399
75.263564
3.705549
0.93763
0.815508
1
1
0
0
0
2
1
18
12
Male
Hispanic
3
SomeCollege
Public
Rural
81.450808
93.796191
72.844627
2.985062
0.942257
0.810557
1
0
0
1
0
1
2
15
10
Female
White
3
HS
Private
Suburban
84.647599
78.148842
70.959728
3.537018
0.92489
1.175286
1
0
0
1
0
3
2
16
11
Male
White
3
SomeCollege
Public
Rural
93.467741
90.66358
88.649636
3.881057
0.975671
1.368256
1
0
1
1
0
3
4
18
12
Male
White
4
SomeCollege
Public
Suburban
72.868961
65.171629
61.429047
2.454494
0.835878
0.411982
1
0
1
1
0
2
4
15
10
Male
Hispanic
1
HS
Public
Suburban
65.963897
65.609208
65.358728
2.449001
0.85637
0.942387
1
1
0
1
0
3
1
16
11
Female
Two-or-more
2
SomeCollege
Public
Suburban
72.228017
65.507961
71.040358
2.726817
0.852089
1.088892
0
0
0
1
0
3
1
16
11
Female
White
1
Bachelors+
Public
City
70.576902
74.123822
76.806164
3.066624
0.899165
0.973009
0
0
0
1
0
4
3
16
11
Female
White
2
HS
Public
Suburban
73.685386
57.036951
72.394554
2.155474
0.860924
1.389765
1
0
0
1
0
3
2
14
9
Female
Hispanic
4
SomeCollege
Public
Suburban
82.413715
77.237397
79.35022
3.26449
0.932422
1.538825
1
1
1
0
0
1
1
17
12
Female
Hispanic
4
SomeCollege
Public
City
67.184309
62.021215
81.889124
2.859424
0.883453
0.847113
1
0
0
0
0
4
3
17
12
Female
Hispanic
3
Bachelors+
Private
Rural
69.428689
74.575014
62.954003
3.233152
0.86379
0.971511
1
1
0
0
0
2
1
14
9
Male
White
3
HS
Public
Suburban
80.529781
76.203352
74.602755
2.870331
0.909111
0.908261
1
1
0
0
0
4
4
17
12
Female
White
1
<HS
Public
Suburban
96.239418
100
100
4
1
1.299523
1
0
0
0
1
3
1
15
10
Female
White
2
<HS
Private
Suburban
81.081374
74.514674
69.563608
3.16753
0.882973
0.598699
1
0
0
0
0
3
1
15
10
Male
Black
3
Bachelors+
Public
Rural
89.731373
77.628254
76.160016
2.957347
0.926888
1.457279
1
1
0
1
0
3
2
14
9
Male
Hispanic
1
<HS
Public
Town
76.516739
73.401904
83.643122
2.983489
0.913658
1.079766
1
1
0
0
0
5
2
17
12
Male
White
4
SomeCollege
Public
City
82.558079
77.888955
80.56828
2.784674
0.927018
1.630628
1
0
0
0
0
5
1
15
10
Female
Hispanic
2
Bachelors+
Public
Rural
98.310172
94.769471
97.452384
3.922058
1
1.434672
1
1
0
0
1
2
1
14
9
Male
Black
3
Bachelors+
Public
Suburban
83.876817
77.864611
73.918025
3.075333
0.937225
1.35885
1
0
0
0
0
4
3
15
10
Female
Black
1
<HS
Public
Town
65.970264
62.932794
69.042183
2.560182
0.87849
1.187601
1
0
0
0
1
4
2
16
11
Female
White
2
Bachelors+
Public
Rural
63.045563
54.591839
58.320019
2.182245
0.869682
0.269669
1
0
0
1
0
3
3
16
11
Female
White
1
<HS
Public
Town
56.16439
57.75301
56.922693
2.051371
0.837046
0.385102
1
1
0
0
0
3
2
18
12
Female
Hispanic
2
HS
Public
Town
54.586965
64.71004
63.247539
2.238342
0.803678
0.84639
1
1
0
0
0
4
3
18
12
Female
White
4
SomeCollege
Public
Town
78.348599
89.330895
84.721343
3.505855
0.980203
1.103715
1
0
1
1
0
2
4
17
12
Male
White
1
SomeCollege
Public
Suburban
94.633984
100
97.496031
3.803603
1
1.528573
0
1
1
0
0
3
2
14
9
Female
Hispanic
2
HS
Public
City
65.821555
61.364221
55.130156
2.034033
0.841153
0.594946
1
0
0
0
0
2
3
14
9
Male
Hispanic
1
HS
Public
Rural
73.683578
71.047674
67.344778
3.544699
0.914358
1.214152
1
0
0
0
0
2
4
17
12
Male
Hispanic
4
HS
Public
Rural
71.634712
72.748335
64.199563
3.153073
0.860839
0.790436
1
0
0
0
0
2
1
16
11
Male
White
4
HS
Public
Suburban
73.140885
75.469769
79.398936
3.564403
0.906948
0.820345
1
0
0
1
0
4
3
15
10
Male
White
2
HS
Public
Rural
68.123833
77.524302
83.978248
3.132369
0.9094
1.062333
0
0
1
1
0
4
3
16
11
Female
Asian
2
SomeCollege
Public
Suburban
59.081021
58.099549
61.055302
2.44565
0.840067
0.442394
1
1
1
1
0
2
3
16
11
Male
White
3
SomeCollege
Public
Suburban
66.082489
51.36597
70.333952
2.767106
0.846774
0.755716
1
0
0
1
0
4
1
15
10
Male
Hispanic
2
<HS
Public
Suburban
70.585003
71.6185
63.767675
2.627917
0.86691
1.170296
0
0
0
0
0
4
2
16
11
Male
Asian
3
SomeCollege
Public
City
78.381546
75.321966
66.059147
2.756299
0.898062
1.254935
0
1
0
1
0
3
1
18
12
Male
White
3
SomeCollege
Public
Suburban
74.516201
73.423881
76.131246
2.701781
0.904547
1.335761
1
1
1
0
0
3
1
14
9
Female
White
2
SomeCollege
Public
Town
76.071573
69.538059
75.309823
2.584511
0.911775
1.065072
0
1
1
1
0
1
3
16
11
Male
White
2
SomeCollege
Public
City
77.802506
78.020851
75.738967
3.161883
0.878991
0.950882
1
1
0
0
0
3
3
15
10
Female
White
2
HS
Public
Rural
75.534828
84.516066
77.572009
3.054864
0.893726
0.924219
1
0
1
0
0
2
1
18
12
Male
White
2
HS
Public
Suburban
74.949902
69.000146
66.522701
2.808489
0.893965
0.528867
1
0
0
0
0
3
3
18
12
Male
Hispanic
1
SomeCollege
Private
Suburban
85.128295
86.330772
77.983318
3.268857
0.951679
1.629889
1
1
0
1
0
3
2
16
11
Male
Hispanic
2
HS
Public
City
55.806164
59.32464
62.789444
1.97523
0.815582
0.260912
1
1
0
0
0
5
2
17
12
Female
White
3
SomeCollege
Public
Suburban
62.571241
61.38217
65.962406
2.56657
0.83911
1.095098
1
1
0
1
0
3
2
17
12
Male
Asian
4
SomeCollege
Public
City
58.827376
66.024676
70.512041
1.66808
0.869078
1.093736
1
0
0
1
0
2
1
15
10
Female
Asian
1
SomeCollege
Public
Suburban
76.047336
80.183549
79.980201
3.903736
0.898497
0.985397
1
1
0
0
0
4
1
16
11
Male
Hispanic
3
SomeCollege
Public
Suburban
76.854872
71.300627
67.003662
3.058121
0.856545
1.151804
1
1
0
0
1
3
3
14
9
Male
Asian
3
HS
Private
City
87.374332
75.168185
81.927831
3.249298
0.885646
1.597828
1
0
0
1
0
4
3
18
12
Female
White
4
HS
Public
Rural
75.828488
65.365889
75.640146
2.59715
0.857795
1.31964
1
1
0
0
0
3
2
18
12
Male
White
2
HS
Public
Town
70.271172
61.80356
67.597077
2.343316
0.846975
0.918846
1
0
0
0
0
2
1
15
10
Female
Black
1
HS
Private
Suburban
81.442189
89.050228
92.068122
3.803139
1
1.346712
1
1
0
1
0
5
4
17
12
Female
Hispanic
2
HS
Private
Suburban
71.345733
76.64907
79.799836
3.219831
0.885461
1.392997
1
1
1
0
0
2
1
16
11
Male
White
1
SomeCollege
Public
Suburban
85.573921
76.896724
80.231922
3.287646
0.936457
0.817005
1
0
0
1
1
3
2
16
11
Male
Black
4
Bachelors+
Public
Suburban
66.179104
64.29349
66.220997
2.852265
0.884927
0.597143
1
1
1
1
1
4
1
14
9
Female
White
4
HS
Public
City
73.197024
78.796134
68.12657
2.623541
0.92757
1.548092
1
1
0
1
0
4
3
18
12
Male
White
2
HS
Public
Suburban
81.114791
88.967778
98.837977
3.763086
0.9666
0.974829
1
1
0
1
0
3
1
15
10
Male
Hispanic
2
Bachelors+
Public
Rural
74.934344
71.273774
74.866568
2.970592
0.850816
0.908024
0
1
0
0
0
2
2
15
10
Male
White
2
<HS
Public
Town
85.031269
90.889348
82.810815
3.683773
0.947607
0.908187
1
0
0
0
0
2
3
15
10
Female
Black
4
HS
Public
Suburban
64.706408
61.842166
70.222791
2.519998
0.855719
0.484402
1
1
0
0
1
3
2
18
12
Female
White
1
<HS
Public
Suburban
75.34224
65.859938
68.904978
2.955044
0.849383
0.552975
1
0
0
0
0
2
2
18
12
Female
Hispanic
1
SomeCollege
Public
Suburban
84.51766
93.10499
78.35659
3.593815
0.931947
0.924306
1
0
0
1
0
2
2
18
12
Female
Hispanic
2
HS
Public
Suburban
81.774885
82.486851
79.695679
3.31876
0.914622
0.880648
0
1
0
0
0
2
1
14
9
Female
White
4
HS
Private
Suburban
80.739703
81.621623
87.487329
3.496603
0.953911
0.539429
1
1
1
0
1
3
2
18
12
Female
White
1
HS
Public
Town
86.541282
93.231228
85.277381
2.813675
0.984176
1.167656
1
0
0
0
0
4
4
18
12
Female
Hispanic
1
<HS
Public
Town
73.171465
82.332961
80.002968
3.233763
0.908232
0.868449
1
1
0
0
1
3
1
14
9
Male
Hispanic
1
SomeCollege
Public
Suburban
57.231225
59.017856
57.293115
2.651483
0.808053
0.906566
1
0
1
0
0
2
2
16
11
Male
White
1
SomeCollege
Private
Town
99.318016
90.17081
99.554401
4
0.986575
1.533186
1
0
0
0
0
1
2
14
9
Male
Hispanic
1
HS
Public
Suburban
71.970446
69.629361
78.052543
2.371887
0.914256
1.188426
0
0
0
0
0
2
3
14
9
Male
White
3
HS
Public
Rural
82.301477
89.724274
84.925914
3.936495
0.921737
0.846176
1
0
1
1
0
5
2
16
11
Female
White
1
HS
Public
City
79.302402
83.849049
81.014289
3.067131
0.94834
1.178835
1
0
1
0
0
1
1
16
11
Female
Hispanic
4
Bachelors+
Private
City
76.067991
80.864026
70.944836
3.290289
0.916699
1.115515
1
1
0
0
0
2
2
14
9
Male
Black
3
SomeCollege
Public
Suburban
83.297832
68.334587
73.846889
2.745999
0.92088
1.110639
1
0
0
1
0
4
1
15
10
Male
Black
3
Bachelors+
Public
City
74.923177
66.110408
56.316956
2.384265
0.865603
0.91964
1
1
0
0
0
2
1
14
9
Female
White
4
SomeCollege
Public
City
70.819395
70.302201
72.350464
2.743103
0.886893
1.222662
1
1
0
1
0
2
1
17
12
Male
White
2
HS
Public
City
81.909445
82.140294
76.054024
3.034297
0.930552
1.104695
0
0
0
0
0
3
2
14
9
Female
White
3
<HS
Public
Suburban
84.837007
83.908094
82.551722
3.517928
0.912003
1.538873
1
1
0
1
0
3
1
14
9
Female
Black
3
Bachelors+
Public
Suburban
85.811037
85.54882
81.876007
3.356997
0.929356
1.114104
1
1
0
1
0
2
2
14
9
Female
Hispanic
3
Bachelors+
Public
Suburban
63.605409
63.041063
69.235095
3.165895
0.865817
1.258672
1
1
0
1
0
3
2
16
11
Male
Black
4
SomeCollege
Public
City
70.506556
71.543966
73.3784
2.813043
0.883505
1.323412
1
0
0
0
0
4
3
17
12
Female
White
2
HS
Public
City
77.257169
77.077229
81.234626
3.172214
0.89723
0.955204
1
1
0
1
0
4
2
18
12
Male
Black
2
SomeCollege
Public
Suburban
76.248164
66.570664
78.860285
2.762935
0.885493
1.111264
1
1
0
1
0
4
4
16
11
Female
Hispanic
4
Bachelors+
Private
City
66.382988
73.17542
81.676003
2.640893
0.921971
1.086241
1
1
1
0
0
1
2
14
9
Female
White
2
SomeCollege
Public
Suburban
62.051482
51.191299
60.04812
1.906177
0.796715
0.850889
1
1
0
0
0
3
2
15
10
Female
White
1
<HS
Public
Suburban
75.099708
69.666775
67.69246
3.152502
0.888162
0.710504
1
1
0
1
0
5
1
17
12
Male
Black
1
HS
Public
Suburban
92.601406
90.82179
72.117477
3.258423
0.981373
0.856402
1
0
1
0
0
1
1
14
9
Female
Hispanic
1
<HS
Public
Suburban
69.871447
79.214643
85.560183
3.057032
0.94475
1.65847
1
1
0
0
0
4
2
14
9
Male
Black
1
<HS
Public
Suburban
72.212685
82.94604
72.8662
3.101552
0.911429
1.002412
0
1
0
0
0
2
2