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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15
10
Male
White
3
SomeCollege
Public
Suburban
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67.824367
71.191429
2.731823
0.838563
0.825065
1
1
1
1
0
4
1
18
12
Male
White
4
Bachelors+
Private
Rural
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79.982349
78.604613
2.998691
0.882146
1.101938
1
1
0
1
0
3
1
18
12
Female
Asian
1
SomeCollege
Public
Suburban
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76.205662
70.990848
2.90556
0.889317
0.669984
1
0
0
0
0
3
2
14
9
Male
Hispanic
2
SomeCollege
Public
Town
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70.885029
88.206531
2.952213
0.956134
1.107111
1
1
0
0
1
3
3
14
9
Female
Black
3
HS
Public
Suburban
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72.583765
71.874832
2.947085
0.894564
0.720501
1
0
0
1
0
3
2
15
10
Female
Asian
3
SomeCollege
Public
Rural
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77.765377
79.282303
3.119515
0.927621
1.473387
1
1
0
0
1
2
1
17
12
Female
Black
1
<HS
Public
City
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87.582378
83.458274
3.215128
0.920861
0.901785
1
1
0
1
0
4
2
14
9
Male
White
4
Bachelors+
Private
Suburban
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83.940729
83.221786
3.443064
0.91894
0.742256
1
0
0
0
0
2
1
17
12
Female
White
3
Bachelors+
Private
Suburban
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72.073564
73.85668
2.726683
0.862073
1.053854
1
1
0
0
1
4
1
14
9
Female
Hispanic
1
<HS
Public
Suburban
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73.321893
83.178214
3.103091
0.970403
1.1836
1
1
0
0
0
4
2
18
12
Male
White
1
HS
Private
Rural
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63.685047
58.846171
2.618804
0.866762
0.752924
1
0
1
1
0
3
3
16
11
Male
Black
4
Bachelors+
Public
Suburban
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79.487816
85.120994
3.079806
0.911227
0.803341
1
1
0
0
0
2
3
17
12
Male
Hispanic
1
HS
Public
Suburban
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69.813457
77.185144
2.593825
0.836131
0.557066
1
0
0
0
1
2
3
14
9
Male
Black
1
SomeCollege
Public
City
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77.322968
86.069616
3.259778
0.922373
0.89827
1
0
0
0
0
2
1
16
11
Male
Hispanic
2
Bachelors+
Public
Rural
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81.154429
87.083763
3.385499
0.964816
1.178998
1
1
0
0
0
3
2
17
12
Male
White
3
HS
Public
Town
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58.020273
53.823456
2.231013
0.786299
0.529594
1
1
0
0
1
4
1
14
9
Male
Black
4
SomeCollege
Public
Suburban
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96.369462
84.066389
3.59937
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0.898014
1
1
0
0
0
4
2
17
12
Female
Hispanic
3
SomeCollege
Private
Rural
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62.433904
64.697514
1.883973
0.831122
0.40499
1
0
0
0
0
3
2
17
12
Male
Black
3
SomeCollege
Public
Suburban
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64.300131
62.473817
3.06123
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1.01806
1
0
0
0
1
2
2
15
10
Female
White
4
Bachelors+
Public
Town
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72.626736
91.543013
3.577663
0.959684
0.821926
1
1
0
1
1
4
1
14
9
Female
Black
4
SomeCollege
Public
City
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74.574393
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3.612271
0.904434
1.278132
1
1
1
0
0
2
2
14
9
Male
White
3
SomeCollege
Public
City
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74.964275
76.610629
3.123981
0.879983
1.593033
0
0
0
0
0
4
2
17
12
Female
Black
3
Bachelors+
Private
Suburban
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57.684222
66.009144
2.788424
0.85566
0.858288
1
0
0
1
0
1
1
14
9
Male
White
4
SomeCollege
Private
Suburban
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64.993702
70.294793
2.417503
0.891862
0.730239
1
1
0
0
0
3
2
17
12
Male
Asian
3
Bachelors+
Public
City
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73.486167
77.023529
3.278355
0.908137
0.897343
1
1
0
1
0
3
1
17
12
Female
Two-or-more
1
<HS
Public
Suburban
63.341777
74.964765
69.778904
3.265134
0.84505
0.48212
1
1
0
0
1
5
4
16
11
Female
White
1
SomeCollege
Public
Suburban
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75.315281
79.024112
2.828101
0.920549
1.027071
0
0
0
0
0
2
3
16
11
Female
Black
3
Bachelors+
Private
City
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72.667657
82.244902
2.764334
0.888535
0.741793
1
1
0
0
0
3
2
16
11
Male
White
2
HS
Public
Rural
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63.304753
60.915463
2.262986
0.842821
0.4063
1
0
0
0
1
4
1
15
10
Male
Hispanic
3
Bachelors+
Private
City
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81.974937
80.914173
2.992758
0.937708
1.266196
1
1
0
1
0
4
1
14
9
Female
White
4
HS
Private
City
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67.033276
63.452193
2.825619
0.844903
0.967509
1
0
0
0
0
4
2
15
10
Female
White
3
Bachelors+
Public
Rural
90.669926
73.160463
79.419229
3.570983
0.949979
0.921427
1
1
0
1
1
3
2
16
11
Male
Black
3
SomeCollege
Public
Suburban
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81.969186
83.305487
2.973472
0.936711
1.497276
1
0
0
1
0
5
1
15
10
Male
White
4
Bachelors+
Private
City
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68.211461
73.165073
2.955225
0.878345
0.683399
1
0
1
1
0
2
4
17
12
Male
White
4
HS
Private
City
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84.007088
75.373105
2.812147
0.873205
1.002524
1
1
0
1
0
2
1
17
12
Male
White
4
HS
Public
City
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69.469865
72.666776
2.835687
0.911732
1.252158
1
1
0
0
0
2
2
16
11
Female
Black
2
<HS
Public
City
75.739842
69.012639
63.12817
2.759728
0.869625
0.938151
1
0
0
0
0
2
2
14
9
Female
Asian
2
SomeCollege
Public
Rural
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81.143199
77.504011
3.404552
0.96399
0.966421
1
1
0
1
0
4
3
16
11
Female
Black
3
Bachelors+
Public
City
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87.548664
75.108519
3.611953
0.899297
1.432079
1
1
0
0
1
2
2
14
9
Male
White
1
HS
Public
Suburban
46.200755
56.755511
50.170026
2.359127
0.770646
0.627695
1
1
0
0
0
4
2
14
9
Female
White
3
HS
Public
Suburban
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77.83258
79.44394
3.365448
0.942839
0.16021
1
1
0
0
0
2
1
17
12
Male
Hispanic
3
SomeCollege
Public
Suburban
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73.747534
73.835351
2.907181
0.885532
1.129374
1
1
0
0
0
5
1
15
10
Male
White
4
Bachelors+
Public
Suburban
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67.923999
69.079693
2.801856
0.881343
0.928426
1
1
0
1
0
4
3
14
9
Female
Black
3
SomeCollege
Public
Rural
83.152647
67.021228
76.605588
2.727574
0.903677
1.278249
1
1
0
0
1
3
3
15
10
Male
White
4
Bachelors+
Public
Suburban
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55.587017
60.818024
2.153138
0.804202
0.106806
1
1
1
1
0
3
3
14
9
Female
White
3
HS
Public
City
57.120936
64.152156
56.126371
2.179102
0.810579
0.896072
1
1
0
0
1
4
2
16
11
Male
Black
3
HS
Public
Town
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85.158183
98.288252
4
0.941932
0.800647
1
1
0
0
0
3
3
14
9
Male
White
1
HS
Public
City
68.389037
80.164677
76.483476
3.101893
0.895636
1.186162
1
1
0
0
0
3
2
15
10
Female
Two-or-more
4
HS
Public
Town
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99.494722
86.801354
4
0.995609
0.957756
1
0
0
0
1
4
1
18
12
Male
Hispanic
2
SomeCollege
Public
Suburban
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78.811032
78.49228
3.213948
0.93525
1.023412
1
0
0
1
0
3
2
14
9
Male
White
1
<HS
Public
City
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87.336083
80.865108
3.554045
0.931135
1.408778
0
1
0
0
0
4
1
18
12
Female
Hispanic
3
SomeCollege
Public
Rural
78.157947
77.361806
57.729122
2.650752
0.834942
1.033316
0
0
0
1
0
4
1
15
10
Male
Hispanic
3
Bachelors+
Public
Town
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90.250657
92.755176
3.778217
0.973744
1.30255
1
1
0
0
0
3
1
18
12
Male
White
1
HS
Public
Suburban
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68.430098
76.202518
2.863417
0.910501
1.032669
1
1
0
0
0
3
1
17
12
Female
Two-or-more
3
<HS
Public
City
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83.355475
73.120051
3.236484
0.918233
0.98957
1
1
1
0
0
3
3
14
9
Female
Black
3
HS
Public
Town
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64.906559
75.125186
2.717511
0.877255
0.787911
1
0
0
0
0
4
2
17
12
Female
Hispanic
1
SomeCollege
Public
Town
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76.315326
79.120257
3.534312
0.914818
1.339592
1
1
0
0
1
3
3
14
9
Male
Two-or-more
2
SomeCollege
Public
Suburban
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90.188422
100
3.525441
0.962232
1.715993
1
1
0
1
0
2
3
15
10
Male
Hispanic
4
HS
Public
City
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100
98.280338
4
1
1.758032
1
1
1
0
0
4
1
17
12
Female
White
1
<HS
Private
Town
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67.991404
84.466064
3.022437
0.885886
0.524956
1
1
0
0
0
5
2
14
9
Male
White
2
SomeCollege
Public
Rural
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82.480769
80.713017
3.306399
0.926813
0.930924
1
1
1
1
0
3
3
16
11
Female
Hispanic
2
HS
Public
Suburban
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75.089148
79.534154
3.062837
0.926538
1.223873
1
1
0
0
0
2
1
14
9
Male
White
4
SomeCollege
Public
Rural
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69.600674
73.713104
3.534373
0.905237
0.890995
1
1
1
0
0
3
2
15
10
Male
White
4
Bachelors+
Private
Suburban
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74.422183
78.15463
3.175967
0.930381
1.328375
1
1
0
1
0
4
1
15
10
Female
White
3
SomeCollege
Public
Suburban
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64.197431
76.324809
2.857486
0.836026
1.275448
1
1
0
1
0
2
2
18
12
Female
Hispanic
2
HS
Public
Rural
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73.94351
76.353177
2.764608
0.906866
0.525273
1
0
0
1
1
3
1
16
11
Male
White
3
SomeCollege
Public
City
62.112024
67.636131
52.972335
2.26364
0.843862
0.584318
1
1
0
0
0
3
1
18
12
Male
Asian
2
HS
Public
City
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73.492241
59.603559
2.519636
0.847719
0.851735
1
1
0
0
0
4
1
16
11
Female
Black
1
<HS
Public
Suburban
73.951171
69.517885
82.515257
2.524938
0.898365
0.568661
1
1
0
0
0
4
2
14
9
Female
White
2
<HS
Public
Suburban
69.672293
65.025532
63.727437
3.082057
0.842315
0.567606
1
0
0
1
0
4
4
18
12
Male
White
2
HS
Public
City
64.96873
79.067079
72.886683
2.825178
0.902803
1.023579
1
1
0
0
1
2
4
18
12
Female
White
1
<HS
Public
City
85.320775
87.836584
86.633354
3.934927
0.934557
1.026681
1
1
0
0
0
2
3
14
9
Male
Hispanic
2
HS
Public
Rural
85.110943
88.396119
83.501194
3.52981
0.939071
1.677602
1
0
0
1
0
3
3
17
12
Female
White
3
SomeCollege
Public
City
75.3666
80.884743
76.623268
3.111827
0.925039
0.994286
1
1
1
0
1
3
3
16
11
Female
White
4
Bachelors+
Public
City
59.72769
62.15958
71.898538
2.181538
0.862284
1.306945
1
0
1
1
0
3
2
17
12
Female
White
2
SomeCollege
Public
City
69.384457
75.898828
75.84723
3.199049
0.896885
0.957137
0
0
0
0
0
3
1
15
10
Female
White
2
Bachelors+
Public
Rural
65.833988
61.691091
64.94111
2.791662
0.831807
1.166023
1
0
1
1
0
2
3
14
9
Female
Other
1
<HS
Public
Suburban
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84.282428
85.571483
3.334983
0.929172
0.765603
1
1
0
0
1
5
4
18
12
Female
Other
3
HS
Public
City
56.912393
55.11077
55.911921
1.961346
0.829879
0.423883
1
0
0
0
1
2
3
14
9
Female
Hispanic
2
HS
Public
Suburban
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68.339453
68.124778
2.655611
0.862571
0.811287
1
1
0
0
0
2
3
18
12
Male
White
4
Bachelors+
Public
Rural
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78.433769
79.777398
2.557195
0.917326
1.51366
1
1
0
0
0
4
2
17
12
Male
Black
1
SomeCollege
Public
Suburban
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71.650031
74.220301
3.151593
0.856177
0.942269
1
0
0
0
1
3
2
14
9
Female
Hispanic
1
<HS
Public
Rural
63.567975
67.094544
68.321482
1.85893
0.838495
1.174956
1
0
0
0
0
3
1
16
11
Female
Black
1
HS
Public
Suburban
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78.73753
86.060105
3.2078
0.972926
0.914134
1
1
0
0
0
5
2
16
11
Female
Two-or-more
2
SomeCollege
Public
Suburban
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97.319974
92.04447
3.919312
0.978489
0.645286
1
1
0
0
1
3
4
15
10
Male
Hispanic
3
SomeCollege
Public
City
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66.596537
73.245558
2.552762
0.857489
1.034867
1
0
0
0
0
2
2
16
11
Female
White
4
HS
Public
Town
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76.844419
79.01588
3.34584
0.867482
0.975203
1
0
1
1
0
3
3
18
12
Female
Hispanic
1
<HS
Public
City
68.972534
72.542245
68.267213
2.975295
0.849279
0.737711
1
1
0
0
0
4
3
14
9
Male
White
1
HS
Public
Rural
80.539055
77.981715
62.210507
2.836086
0.891039
1.004189
1
0
0
0
0
3
1
14
9
Female
White
3
SomeCollege
Public
Town
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74.632753
68.459949
2.89631
0.885355
1.062322
1
0
0
1
0
4
2
15
10
Female
White
1
HS
Public
Suburban
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79.137514
80.433578
3.750136
0.897765
0.906082
0
1
0
0
0
3
1
14
9
Female
Hispanic
1
HS
Public
Rural
64.510865
73.505236
57.534455
3.001646
0.857567
0.747221
0
0
0
0
0
5
1
15
10
Female
Asian
3
SomeCollege
Public
Rural
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79.135122
85.228066
3.371128
0.915145
1.226515
1
0
0
1
0
3
2
14
9
Female
Black
3
HS
Public
Rural
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1
0
0
0
0
3
2
14
9
Female
White
1
HS
Public
Town
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1
1
0
0
0
2
2
14
9
Male
White
4
HS
Public
Suburban
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1
1
0
1
0
3
2
15
10
Female
Black
3
SomeCollege
Public
Rural
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1
0
0
1
0
2
1
16
11
Female
Asian
1
HS
Public
City
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1
0
0
0
0
3
3
18
12
Male
White
2
HS
Public
Suburban
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0
0
0
0
0
2
2
16
11
Female
White
2
SomeCollege
Public
Rural
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1
0
0
0
2
2