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
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16
11
Female
White
2
SomeCollege
Public
City
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87.956232
82.497609
2.912623
0.934442
1.615864
1
1
0
0
0
2
2
16
11
Male
Hispanic
2
SomeCollege
Private
Suburban
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74.580195
67.490662
3.183113
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1.522032
1
1
0
1
0
2
2
18
12
Female
Hispanic
4
Bachelors+
Private
Rural
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79.474961
79.512217
3.377505
0.940916
1.007718
1
1
0
1
1
4
3
17
12
Male
Black
3
HS
Public
City
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50.263408
66.475631
2.33102
0.800695
0.761821
1
1
1
1
0
4
1
17
12
Male
White
1
<HS
Public
City
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84.002043
75.812009
3.291049
0.922346
0.974559
1
0
1
0
1
3
2
17
12
Female
Hispanic
2
<HS
Public
Suburban
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73.808142
71.070216
3.344077
0.91569
1.058828
0
1
0
0
0
3
1
14
9
Female
Black
1
<HS
Public
Rural
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56.895938
50.863114
2.240025
0.768941
0.319048
1
1
0
0
0
3
4
17
12
Male
White
2
Bachelors+
Public
Suburban
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86.586988
3.789812
0.932587
0.986429
1
1
0
0
0
1
1
14
9
Male
Hispanic
3
SomeCollege
Public
Town
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71.241663
67.158549
2.700807
0.862238
1.067572
1
1
0
1
1
1
3
17
12
Female
Black
1
HS
Public
Suburban
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62.109802
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0.873487
0.648954
1
0
0
1
1
2
1
16
11
Male
White
3
HS
Public
Rural
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70.461378
77.219489
3.034052
0.906346
0.832134
1
1
0
1
0
2
3
15
10
Female
Hispanic
4
Bachelors+
Public
City
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75.992315
85.118722
3.213997
0.901
1.29932
1
1
0
0
0
1
2
17
12
Male
White
1
<HS
Public
City
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52.846624
68.516253
1.973709
0.852893
1.018642
0
0
1
0
0
4
1
14
9
Male
Black
3
HS
Public
Suburban
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74.929949
75.870954
3.245177
0.927182
0.911266
1
0
0
0
0
4
1
16
11
Female
Hispanic
4
Bachelors+
Public
Rural
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73.490655
74.28015
2.599402
0.912591
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1
0
1
1
1
3
1
14
9
Female
White
4
SomeCollege
Public
Suburban
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0.995794
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1
1
0
0
0
3
4
18
12
Female
White
3
HS
Public
City
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89.911872
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1
1
1
1
0
3
2
16
11
Male
Hispanic
4
HS
Public
Suburban
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77.946877
73.002938
2.79628
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1.134452
1
0
0
0
0
2
5
17
12
Female
Hispanic
1
Bachelors+
Public
City
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55.706852
60.242085
2.135412
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0
1
1
1
0
2
1
18
12
Male
White
1
<HS
Public
Suburban
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86.820304
74.523249
2.789541
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0.996426
1
0
0
0
0
4
4
16
11
Male
White
4
SomeCollege
Public
City
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72.878299
2.169614
0.852589
1.60129
1
1
0
1
0
2
2
15
10
Female
Hispanic
3
Bachelors+
Public
Town
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77.835309
80.73485
3.012875
0.944031
1.44015
1
1
0
0
0
1
2
17
12
Male
Black
4
Bachelors+
Public
Suburban
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3.542749
0.998856
0.941944
1
1
0
1
1
2
3
14
9
Male
White
2
HS
Public
Suburban
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68.77833
69.080403
2.696324
0.844919
0.923111
1
0
0
1
0
4
2
16
11
Male
White
1
HS
Public
Suburban
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78.57502
79.752739
2.907405
0.926796
1.229376
1
1
0
0
1
4
1
15
10
Male
Black
4
SomeCollege
Public
City
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81.07266
83.13839
3.772091
0.936941
1.286933
1
1
1
0
0
3
3
16
11
Female
White
3
Bachelors+
Public
City
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60.292271
62.640509
2.791207
0.853072
1.056857
1
0
1
1
1
1
3
18
12
Female
White
3
SomeCollege
Public
City
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56.857399
59.997626
2.304746
0.871357
0.45051
1
1
0
1
0
2
1
15
10
Female
White
4
Bachelors+
Public
Suburban
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61.617983
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2.965518
0.838858
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1
0
0
0
0
3
3
16
11
Male
White
1
HS
Public
City
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64.308966
63.143664
2.323458
0.878817
0.867605
1
1
0
0
0
5
4
18
12
Male
White
3
<HS
Public
City
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80.241366
77.288534
3.830114
0.943518
1.064783
1
0
1
0
0
4
2
15
10
Female
White
3
HS
Public
Rural
75.693985
77.817595
70.648705
2.993076
0.930341
0.692068
1
1
0
0
1
3
2
17
12
Female
White
1
Bachelors+
Public
City
65.22569
65.871095
69.072512
2.322236
0.839151
0.794462
1
1
1
1
0
5
2
18
12
Male
White
4
HS
Public
Suburban
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78.947985
59.493742
2.538583
0.865145
0.788849
1
1
0
1
1
3
2
18
12
Female
Other
3
HS
Public
City
59.901825
58.969304
64.370533
2.74077
0.82774
0.789812
1
1
0
0
1
3
1
15
10
Male
Black
4
HS
Private
City
70.990663
64.277281
66.411928
2.256084
0.836116
0.934397
1
0
0
1
0
4
3
16
11
Female
White
3
SomeCollege
Public
Town
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85.555001
80.442692
3.431131
0.897077
1.228444
1
1
0
0
0
2
2
17
12
Male
White
4
Bachelors+
Public
City
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82.226163
80.940858
3.26648
0.939392
1.22737
1
0
0
0
0
4
1
16
11
Female
Black
3
HS
Public
Suburban
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92.30287
86.531042
3.519969
0.968607
1.123826
1
0
0
0
0
2
2
16
11
Male
White
3
HS
Public
Rural
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71.815574
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2.35187
0.845979
1.584645
1
0
0
1
1
2
3
17
12
Male
Two-or-more
2
SomeCollege
Public
Rural
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82.35991
95.792761
4
0.934349
1.22031
1
1
0
0
1
3
1
18
12
Male
Hispanic
4
SomeCollege
Public
Suburban
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67.51626
62.90096
2.217025
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0.980708
1
0
0
0
0
4
3
17
12
Female
White
3
SomeCollege
Public
City
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74.978501
74.183986
2.634174
0.899577
1.105782
1
1
0
0
0
3
2
14
9
Female
White
4
HS
Public
Suburban
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57.422547
53.592653
1.72797
0.800337
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1
1
0
0
0
3
2
17
12
Male
Black
3
Bachelors+
Public
Suburban
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63.64687
68.057615
2.700248
0.82685
0
1
1
0
0
0
4
1
17
12
Male
White
2
<HS
Public
Suburban
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84.56679
89.487971
3.19577
0.971148
1.016389
1
1
0
0
0
2
1
17
12
Male
White
2
SomeCollege
Public
City
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97.610519
78.979181
3.792338
0.962522
1.569705
1
1
0
0
0
4
3
16
11
Female
Hispanic
4
Bachelors+
Private
City
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54.584423
68.431987
1.875212
0.849457
0.404938
1
1
0
1
1
2
4
16
11
Male
White
4
SomeCollege
Private
City
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88.719626
82.142467
3.253706
0.929411
0.753107
1
0
0
0
1
3
2
14
9
Male
Black
4
HS
Public
Town
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83.985164
82.330096
3.050917
0.985062
1.077382
1
0
0
0
0
3
2
18
12
Female
White
1
SomeCollege
Private
Suburban
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81.631509
75.100263
3.422725
0.915957
1.063945
1
0
0
0
0
4
1
15
10
Female
Two-or-more
2
SomeCollege
Public
Town
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53.59421
50.730039
1.888849
0.824807
0.538158
1
1
0
1
0
3
2
16
11
Female
Black
1
HS
Public
Suburban
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67.574421
78.350025
3.420875
0.916593
1.554443
1
0
1
0
0
3
2
18
12
Male
White
4
Bachelors+
Public
City
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61.165826
73.81541
2.830791
0.842177
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1
1
0
0
0
3
1
16
11
Female
Other
2
Bachelors+
Public
Suburban
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80.437087
67.030505
2.776958
0.886807
1.25722
1
0
1
1
0
3
1
15
10
Male
White
1
<HS
Public
Suburban
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50.132958
58.915703
2.511128
0.827441
0.653688
1
1
0
0
0
3
2
16
11
Male
White
3
SomeCollege
Private
Suburban
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55.217622
56.516912
2.098631
0.838524
0.394607
1
1
0
0
0
3
3
17
12
Female
White
1
<HS
Public
Suburban
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80.151894
82.534724
3.630308
0.957761
1.175365
1
1
1
0
0
3
1
15
10
Female
White
1
<HS
Public
Town
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83.02907
80.28558
3.317937
0.89144
1.36633
1
1
0
0
1
3
2
18
12
Female
White
3
Bachelors+
Private
Suburban
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80.060149
81.19017
3.298153
0.933796
1.150881
1
0
0
1
0
4
2
17
12
Male
Black
4
Bachelors+
Public
City
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86.152848
82.26929
3.669411
0.954522
1.060764
1
1
0
1
1
2
2
16
11
Male
Black
3
SomeCollege
Public
Suburban
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2.909914
0.858572
0.390558
1
0
0
1
0
3
3
18
12
Female
Hispanic
3
Bachelors+
Public
Suburban
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80.797805
3.009111
0.889093
1.739138
1
0
0
1
0
2
1
15
10
Male
Black
4
HS
Private
Suburban
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82.905955
85.37903
3.103012
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1.441144
1
0
0
0
1
2
1
17
12
Female
White
3
Bachelors+
Public
Rural
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69.58967
88.024819
3.14699
0.930967
1.564463
1
0
0
1
0
3
1
17
12
Female
Two-or-more
1
HS
Private
Suburban
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64.884882
69.246514
2.573195
0.856372
0.590801
1
0
1
0
0
1
3
17
12
Male
White
3
<HS
Public
City
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76.348636
3.158942
0.895876
1.440375
1
0
1
0
0
1
1
14
9
Female
Black
3
SomeCollege
Private
Suburban
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76.369601
3.09031
0.885846
0.99652
1
1
1
1
0
2
3
15
10
Male
Black
1
<HS
Public
Suburban
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51.963085
56.14367
2.178259
0.795741
0.120406
1
1
0
0
0
1
3
15
10
Male
Black
2
HS
Public
City
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80.630668
77.578171
2.984675
0.944497
0.773113
1
1
0
0
0
2
5
16
11
Female
Hispanic
1
Bachelors+
Public
City
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70.717132
70.807284
2.8264
0.921512
1.046919
1
0
0
0
1
3
3
18
12
Female
White
1
HS
Public
Suburban
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62.294169
71.101527
2.711247
0.890046
0.749027
0
0
0
1
1
3
2
18
12
Male
Hispanic
3
HS
Private
Rural
67.976186
62.885545
71.726937
2.323221
0.853004
1.122929
1
0
0
0
0
3
1
15
10
Male
White
1
HS
Public
Rural
87.182439
81.262407
75.598132
3.513586
0.932271
0.609792
1
1
1
0
0
3
3
18
12
Female
White
4
SomeCollege
Public
Suburban
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75.38069
63.77928
2.628771
0.856597
1.330367
1
0
1
0
0
5
3
16
11
Male
Hispanic
4
SomeCollege
Public
Suburban
60.831822
65.452096
53.189105
2.732957
0.831497
0.81203
1
1
0
0
0
4
1
15
10
Male
Black
4
Bachelors+
Public
City
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78.25261
76.907671
2.763433
0.892353
1.116795
1
1
0
0
0
2
1
18
12
Male
Black
2
<HS
Public
Rural
79.884954
60.664278
79.162953
2.564589
0.898545
0.586983
1
1
0
0
0
4
4
17
12
Female
White
3
Bachelors+
Public
City
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70.195037
69.464466
2.99073
0.864188
0.900816
1
0
0
0
0
5
3
15
10
Male
White
3
Bachelors+
Public
Suburban
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73.168499
75.727639
2.942271
0.882207
1.208604
1
1
0
1
0
1
3
18
12
Male
Hispanic
4
SomeCollege
Public
City
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76.38613
67.142396
2.915962
0.897263
0.48768
1
0
1
1
0
3
1
14
9
Male
White
1
HS
Public
City
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74.259004
75.296861
2.913106
0.923365
1.03294
1
1
1
0
0
3
2
16
11
Male
White
3
HS
Public
Suburban
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80.423463
71.80423
2.668198
0.890364
1.176531
0
0
0
0
0
2
2
14
9
Male
Asian
4
SomeCollege
Public
Suburban
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87.602229
84.298427
3.210744
0.915483
1.101396
1
1
0
1
1
5
2
18
12
Male
Hispanic
1
SomeCollege
Public
Suburban
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61.0899
66.849661
2.472364
0.844765
0.117394
1
0
0
1
1
3
3
15
10
Female
White
4
HS
Public
Suburban
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78.205825
3.060815
0.918359
0.953643
1
1
0
1
0
2
2
17
12
Female
Hispanic
1
HS
Public
Suburban
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67.211747
57.73917
2.561679
0.878084
1.048752
0
1
0
0
0
3
2
18
12
Male
White
4
<HS
Public
Suburban
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86.613149
76.527492
3.23301
0.953327
1.159399
1
0
0
1
0
4
1
15
10
Female
Asian
4
SomeCollege
Public
Town
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71.124358
74.30754
2.887198
0.845044
0.627865
1
1
0
1
0
3
2
17
12
Male
White
4
HS
Public
Rural
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84.638412
87.998131
3.230967
0.993837
1.273371
1
1
0
0
0
4
3
18
12
Female
White
3
HS
Private
City
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54.007524
56.85326
2.249248
0.770647
0.71218
1
1
1
0
1
3
4
16
11
Male
White
4
Bachelors+
Public
Suburban
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67.18584
68.010433
2.902155
0.868489
1.106843
1
1
1
1
1
3
2
15
10
Male
Hispanic
2
<HS
Public
Rural
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86.659018
82.830959
3.575125
0.978503
1.247952
1
1
0
0
0
3
2
14
9
Female
White
2
SomeCollege
Public
City
69.664019
73.532277
63.518914
2.747458
0.875156
1.059048
0
1
0
1
1
2
4
16
11
Female
Hispanic
3
<HS
Public
City
87.783163
87.460651
72.73472
3.719154
0.93199
0.873644
1
1
0
1
0
3
3
17
12
Female
White
2
<HS
Public
Town
78.933382
85.299731
89.008863
3.369319
0.945876
1.284545
1
1
0
1
0
2
1
18
12
Female
White
2
Bachelors+
Public
Town
60.351103
60.891495
64.152015
2.539801
0.812061
0.719203
1
1
0
1
0
4
3
15
10
Female
Hispanic
3
SomeCollege
Public
Suburban
95.508007
94.849713
94.244317
3.611608
1
1.722185
1
0
0
0
0
2
5
16
11
Female
Black
4
Bachelors+
Public
Rural
72.905835
58.784885
68.284835
2.898046
0.885096
0
1
0
0
1
0
3
3
15
10
Female
White
1
HS
Public
Rural
66.00395
75.659705
57.879208
3.151214
0.877161
0.698824
0
1
0
1
0
4
2