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
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FreeTime
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GoOut
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10
Male
Asian
1
<HS
Public
Rural
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100
3.800339
1
2.138752
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1
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0
0
3
1
15
10
Female
Black
3
Bachelors+
Private
Suburban
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87.69907
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3.703504
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0.758304
1
1
0
1
0
3
1
14
9
Male
White
4
<HS
Public
Suburban
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74.968139
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0.892404
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1
1
1
0
0
1
3
15
10
Male
White
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SomeCollege
Private
Suburban
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72.70056
72.577939
2.440996
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1.011469
0
0
0
0
0
1
2
18
12
Male
Black
2
HS
Public
Suburban
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80.002687
74.936522
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0.91068
0.937687
1
0
1
1
0
3
2
15
10
Male
Asian
2
HS
Public
Rural
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72.924928
72.836556
3.221146
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1.366207
1
0
0
0
0
2
1
16
11
Male
Hispanic
4
SomeCollege
Public
City
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91.942261
100
3.947471
0.99577
1.165535
1
1
0
0
0
4
3
15
10
Female
Hispanic
3
SomeCollege
Private
City
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78.675371
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1
1
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0
0
3
3
15
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Male
White
3
SomeCollege
Private
City
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1
1
1
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14
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Male
Hispanic
4
SomeCollege
Private
Suburban
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1
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0
1
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2
1
18
12
Female
Hispanic
4
<HS
Public
Rural
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1
1
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0
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3
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14
9
Male
White
4
HS
Public
Rural
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1
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0
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1
4
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18
12
Male
White
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Bachelors+
Public
City
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1
0
0
1
1
4
1
15
10
Female
Hispanic
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Bachelors+
Public
Suburban
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87.714604
93.77808
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1
0
1
1
0
2
2
17
12
Female
White
1
<HS
Public
City
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67.923632
69.470322
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1
1
0
1
0
3
1
16
11
Female
Black
3
HS
Public
Town
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1
1
1
0
1
4
3
18
12
Female
Asian
2
SomeCollege
Public
City
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0
1
0
0
0
1
2
15
10
Female
Hispanic
4
Bachelors+
Public
Suburban
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83.123568
79.429409
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1
0
0
1
0
3
2
17
12
Male
White
4
SomeCollege
Public
Suburban
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94.038745
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4
1
0.877742
1
1
0
1
1
4
3
17
12
Male
Hispanic
1
<HS
Public
Town
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82.923577
77.146879
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0
0
0
0
1
3
2
17
12
Female
Hispanic
4
Bachelors+
Public
Suburban
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71.807171
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1
1
0
1
0
3
1
16
11
Male
White
3
HS
Public
City
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94.576795
87.656154
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1
1.872195
1
1
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0
0
3
3
14
9
Male
Black
2
<HS
Public
Suburban
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69.573052
63.602153
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1
0
0
0
0
3
1
16
11
Female
White
2
HS
Public
Rural
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93.672873
85.625791
3.514855
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1.492691
1
0
0
0
0
4
2
15
10
Male
Other
2
HS
Public
Suburban
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1
0
0
1
2
2
15
10
Female
White
3
SomeCollege
Public
Suburban
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1
1
1
1
0
2
2
14
9
Male
Hispanic
1
<HS
Public
Rural
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88.769563
72.048684
3.007484
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0
0
0
0
0
2
1
15
10
Male
Hispanic
3
SomeCollege
Public
Suburban
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1
0
0
1
0
2
1
17
12
Female
White
1
<HS
Private
City
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76.26898
72.697413
3.333826
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0.896993
1
1
1
0
0
4
3
18
12
Female
Hispanic
4
Bachelors+
Public
Rural
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72.666859
75.425062
2.986774
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1.445208
1
0
0
1
0
4
1
18
12
Male
Hispanic
2
Bachelors+
Public
Suburban
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74.236222
65.369674
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1.182429
1
0
0
1
1
4
1
15
10
Male
White
4
Bachelors+
Public
Suburban
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1
0
0
1
0
3
3
18
12
Male
Black
4
Bachelors+
Public
City
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70.28398
66.76826
3.065069
0.882487
1.160244
1
1
0
0
0
3
1
18
12
Female
White
4
Bachelors+
Private
Town
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58.266971
62.717321
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0.329174
1
1
0
1
1
3
1
14
9
Female
White
3
HS
Private
Suburban
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71.635533
55.720942
2.734277
0.853327
0.937582
1
0
0
0
0
2
2
16
11
Male
Hispanic
2
HS
Public
Suburban
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73.564031
62.191851
3.074214
0.836649
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1
1
0
0
0
3
2
17
12
Male
Asian
2
HS
Public
City
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75.559865
64.179291
2.132969
0.887618
1.217765
1
0
1
1
0
3
2
15
10
Male
Asian
3
HS
Public
Rural
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81.287263
91.608702
3.290755
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0.610554
1
0
0
0
0
3
2
17
12
Male
White
1
HS
Public
Rural
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71.218611
63.52646
3.131808
0.897524
1.108336
1
1
0
1
1
3
1
14
9
Male
White
2
SomeCollege
Public
Suburban
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1
1
0
1
0
3
2
16
11
Male
Two-or-more
4
Bachelors+
Public
City
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64.600921
67.588056
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0.882304
0.866335
1
0
0
0
1
3
2
17
12
Male
Black
2
Bachelors+
Public
City
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59.383368
66.79568
2.372298
0.882256
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1
1
0
1
0
5
3
14
9
Female
White
2
SomeCollege
Public
Rural
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82.185767
83.205189
3.27203
0.933495
1.221635
1
0
0
0
0
3
1
17
12
Female
White
3
HS
Public
Suburban
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63.551602
61.903018
2.193241
0.841367
0.215493
1
1
0
0
0
2
2
17
12
Male
White
4
SomeCollege
Public
City
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95.94611
89.741676
3.358357
0.994667
1.220515
1
0
0
0
0
3
1
18
12
Male
Black
4
HS
Private
Town
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85.652569
86.473025
3.587058
0.994305
0.927614
1
1
1
0
0
3
2
14
9
Male
Black
1
HS
Public
City
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87.604461
77.594422
3.396478
0.922439
0.739148
1
0
0
1
0
3
2
15
10
Female
Hispanic
3
SomeCollege
Public
Suburban
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85.291428
99.055959
3.323535
0.97205
1.170772
1
1
0
0
0
2
1
15
10
Female
Other
1
HS
Public
City
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64.875161
76.335354
2.650435
0.931665
0.690088
1
1
1
0
0
2
2
17
12
Male
Hispanic
2
HS
Public
City
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75.022103
74.44246
3.218739
0.891559
1.338332
1
0
0
0
0
4
1
17
12
Male
White
3
SomeCollege
Private
Suburban
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93.97584
77.208146
2.971558
0.965059
0.596757
1
1
0
1
0
2
2
16
11
Female
Asian
3
Bachelors+
Public
Rural
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67.054463
65.636
2.257495
0.875991
0.66449
1
0
0
0
0
3
1
18
12
Female
White
4
HS
Public
Suburban
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73.573885
75.848253
2.790709
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0.872464
1
1
0
1
0
3
2
16
11
Female
Black
4
Bachelors+
Public
Suburban
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70.752248
64.979956
2.697401
0.868368
1.235777
1
0
1
0
0
3
1
17
12
Female
Hispanic
2
<HS
Public
Town
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69.289039
69.553247
2.635383
0.835166
0.757169
0
0
1
0
0
3
3
18
12
Male
Hispanic
3
SomeCollege
Public
Suburban
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65.707685
60.413069
2.922203
0.857322
0.597666
1
1
1
1
0
3
1
14
9
Female
Black
4
SomeCollege
Public
Suburban
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71.926431
3.001924
0.902536
0.639137
1
1
1
1
0
2
3
16
11
Female
White
4
SomeCollege
Private
Rural
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63.814453
70.107993
2.641386
0.850026
1.1178
1
1
0
1
0
1
1
16
11
Male
Two-or-more
2
SomeCollege
Public
Suburban
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96.724565
81.929424
3.184046
0.940937
1.562534
1
0
0
0
0
3
2
17
12
Female
White
4
SomeCollege
Public
City
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89.931666
3.779711
0.990261
1.928678
1
0
0
0
0
5
1
18
12
Female
Asian
1
SomeCollege
Public
Suburban
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55.483212
61.34022
2.230721
0.828169
0.756984
0
1
0
1
1
5
2
16
11
Female
Black
3
HS
Public
Suburban
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60.273183
66.981966
2.996003
0.822114
0.976043
1
0
1
1
0
3
3
17
12
Male
Hispanic
3
SomeCollege
Public
Suburban
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80.007196
69.6988
3.393756
0.868637
1.034658
0
0
0
1
1
4
3
14
9
Female
Hispanic
4
Bachelors+
Public
City
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67.648413
73.311831
2.349425
0.876114
0.998275
1
0
1
1
0
3
3
17
12
Female
Black
4
<HS
Public
City
49.330183
62.931587
69.19338
2.340321
0.832033
0.910417
1
0
0
0
0
4
2
15
10
Female
Two-or-more
4
Bachelors+
Public
City
86.14324
78.648814
81.93494
3.481114
0.968468
0.92979
1
0
1
1
0
3
2
14
9
Female
White
3
HS
Public
City
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78.336728
72.175456
2.885067
0.90388
1.078877
1
0
0
0
0
3
3
14
9
Female
White
1
<HS
Public
City
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77.274667
76.747659
3.307428
0.92756
1.19278
1
0
0
0
1
3
2
17
12
Male
Two-or-more
3
SomeCollege
Private
City
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73.476153
73.778983
2.974307
0.869512
1.566927
1
1
0
1
0
3
3
15
10
Female
White
1
<HS
Public
Town
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71.394446
71.500635
2.698252
0.900183
1.016562
1
0
0
0
1
4
4
14
9
Male
Two-or-more
2
<HS
Public
Town
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78.274117
77.197202
3.079035
0.966061
1.216346
1
0
1
1
0
2
4
16
11
Male
Hispanic
4
SomeCollege
Public
Suburban
66.438977
60.45204
81.172914
2.677315
0.875461
1.181888
1
1
0
0
0
3
3
17
12
Male
Hispanic
2
SomeCollege
Private
City
79.192537
78.333063
79.485134
2.98597
0.903515
1.398889
1
0
0
1
0
2
2
18
12
Female
White
4
SomeCollege
Public
City
73.284669
61.543852
61.555029
2.928063
0.876913
0.672237
1
1
0
1
0
2
3
17
12
Female
White
1
<HS
Public
Rural
61.33498
62.491936
72.669028
2.216983
0.888609
0.712322
0
0
0
0
0
5
1
14
9
Female
White
3
SomeCollege
Private
Suburban
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81.219789
77.168304
2.822312
0.90074
1.108221
1
0
0
1
0
2
3
14
9
Male
White
2
HS
Public
Suburban
68.74879
72.351405
70.139253
2.81034
0.891952
0.721708
0
1
0
1
0
4
1
14
9
Female
Hispanic
1
<HS
Public
Suburban
92.243364
100
98.94519
4
1
1.179852
1
1
0
0
0
3
4
17
12
Female
White
2
Bachelors+
Public
City
85.484412
85.223271
87.268282
3.208103
0.985111
1.300423
1
1
0
0
0
3
2
16
11
Female
Black
1
SomeCollege
Public
Rural
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77.068045
91.564481
3.88371
0.910769
1.353622
0
0
0
1
0
4
1
14
9
Male
White
2
HS
Public
Suburban
64.313144
61.297816
76.202589
2.766199
0.873817
0.901661
0
1
1
0
0
3
1
18
12
Male
White
2
HS
Public
City
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67.652615
54.585368
2.923289
0.768207
0.536386
1
0
0
0
0
4
2
18
12
Male
Two-or-more
2
HS
Public
Suburban
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89.523359
85.831166
3.471824
0.944177
1.330531
0
0
0
0
0
4
1
17
12
Female
White
4
Bachelors+
Private
Rural
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70.891834
85.575726
3.067774
0.886795
0.9767
1
1
1
1
1
2
4
14
9
Male
White
2
SomeCollege
Public
City
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81.729297
80.740696
3.276634
0.892838
0.970956
1
0
0
0
0
3
2
15
10
Male
White
3
HS
Public
City
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72.376504
77.753109
2.974177
0.924235
1.225407
1
0
0
0
1
3
2
14
9
Female
Hispanic
3
SomeCollege
Public
Suburban
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89.715355
96.513998
3.405732
0.955305
1.24021
1
0
0
1
0
3
2
15
10
Female
White
3
SomeCollege
Public
Rural
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63.622918
63.155172
2.760633
0.843657
1.0789
1
0
0
1
0
3
2
17
12
Male
Hispanic
3
Bachelors+
Public
Rural
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64.918203
75.839586
2.770591
0.877756
0.489065
1
1
0
1
1
4
1
17
12
Male
Black
1
<HS
Public
City
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67.994755
67.822088
2.789463
0.853111
1.071716
0
0
1
0
0
5
3
15
10
Female
White
3
<HS
Public
Rural
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81.173693
91.807287
3.498625
0.962582
1.475684
1
1
0
0
0
2
1
18
12
Female
White
3
HS
Public
Rural
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83.6635
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3.407728
0.975096
1.093427
1
0
0
0
0
4
3
17
12
Male
Black
4
Bachelors+
Private
Suburban
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2.482497
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1.022125
1
0
0
0
0
2
2
16
11
Female
White
2
<HS
Private
Rural
83.152739
85.593251
77.476579
2.728982
0.932617
0.804079
1
1
0
1
0
3
2
18
12
Male
White
1
<HS
Public
Suburban
60.58527
63.279361
65.415095
2.581094
0.847112
0.888198
0
1
0
0
0
5
1
16
11
Female
Two-or-more
2
HS
Public
Suburban
72.64482
61.026809
64.8021
3.002831
0.863079
0.256198
1
1
1
0
0
4
2
18
12
Female
White
3
SomeCollege
Public
Suburban
76.93492
76.45811
66.911731
2.898223
0.892053
0.792247
1
1
0
0
1
2
2
16
11
Female
White
4
<HS
Public
Suburban
100
82.732272
89.597476
3.831692
0.950237
0.817939
1
1
0
0
0
3
2
16
11
Female
Hispanic
2
Bachelors+
Public
City
66.984878
68.136544
68.94633
2.864418
0.849447
0.727162
0
0
0
0
0
2
3
14
9
Male
White
2
SomeCollege
Public
City
72.662444
85.197055
87.166615
2.726654
0.919452
1.193954
1
0
1
1
0
4
3