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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16
11
Female
White
3
HS
Public
Suburban
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1
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2
18
12
Male
White
3
HS
Public
Suburban
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1
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1
2
2
16
11
Female
Black
1
SomeCollege
Public
City
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84.213142
78.734033
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0.950254
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0
1
1
0
0
2
1
15
10
Male
Hispanic
4
<HS
Public
Rural
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67.559253
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1
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0
0
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3
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17
12
Male
White
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Bachelors+
Public
City
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3
1
16
11
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White
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<HS
Public
Suburban
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1
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4
3
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11
Male
White
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Bachelors+
Public
Town
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1
1
1
0
0
3
1
17
12
Male
Hispanic
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Bachelors+
Public
Rural
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1
1
0
0
0
2
3
15
10
Female
Hispanic
1
SomeCollege
Public
City
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1
1
1
0
2
1
17
12
Female
White
4
Bachelors+
Public
City
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0
0
0
1
2
3
16
11
Male
Hispanic
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<HS
Public
Rural
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1
1
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0
0
3
1
15
10
Male
Hispanic
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HS
Public
Suburban
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0
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18
12
Male
White
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HS
Public
City
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0
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2
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16
11
Female
Black
4
SomeCollege
Public
Town
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1
1
1
1
3
5
17
12
Male
Black
1
HS
Private
City
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1
1
0
0
2
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17
12
Male
Black
3
HS
Public
Suburban
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1
0
0
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Female
Hispanic
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HS
Public
Suburban
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0
0
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3
16
11
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Hispanic
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SomeCollege
Public
Suburban
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1
1
0
1
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2
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14
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Male
White
4
HS
Public
Suburban
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0
1
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12
Female
White
4
HS
Public
Suburban
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1
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1
3
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Female
White
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Bachelors+
Public
Town
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1
1
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0
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2
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15
10
Male
Asian
1
<HS
Public
Suburban
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1
0
0
0
4
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15
10
Female
Hispanic
1
HS
Public
Suburban
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1
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0
1
0
1
2
18
12
Male
Black
2
SomeCollege
Public
Suburban
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1
0
1
3
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17
12
Male
White
1
HS
Public
Town
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1
1
0
1
1
5
4
15
10
Male
Black
1
SomeCollege
Public
Suburban
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1
0
0
2
3
15
10
Male
White
3
<HS
Public
Rural
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1
1
1
1
0
4
2
18
12
Female
White
3
HS
Private
City
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1
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Black
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SomeCollege
Public
Suburban
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1
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1
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4
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12
Male
White
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Bachelors+
Public
City
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1
0
0
2
3
17
12
Male
White
1
HS
Public
City
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1
1
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15
10
Male
White
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Bachelors+
Public
Rural
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0
1
0
3
3
14
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Male
Hispanic
3
<HS
Public
City
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12
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White
1
<HS
Public
City
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1
1
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0
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3
1
18
12
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White
1
Bachelors+
Public
City
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0
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15
10
Male
Asian
4
SomeCollege
Public
Suburban
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1
1
0
1
0
2
2
18
12
Female
White
4
Bachelors+
Public
Rural
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1
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1
1
0
2
2
18
12
Male
White
2
SomeCollege
Private
Rural
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1
0
0
0
0
4
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16
11
Male
White
1
HS
Public
Rural
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0
0
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3
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18
12
Male
White
1
<HS
Public
City
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1
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0
0
1
3
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15
10
Female
Black
3
SomeCollege
Public
Rural
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0
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11
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Black
2
HS
Public
City
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1
1
1
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5
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17
12
Male
White
3
SomeCollege
Public
Town
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1
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0
1
3
1
16
11
Male
White
1
HS
Public
City
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1
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3
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17
12
Male
Black
3
Bachelors+
Public
Suburban
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0
0
0
0
2
2
18
12
Male
White
2
<HS
Public
Rural
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1
0
0
1
4
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9
Female
Black
3
SomeCollege
Public
City
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1
0
0
1
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4
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14
9
Female
White
4
Bachelors+
Public
City
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0
1
0
1
2
17
12
Male
White
4
SomeCollege
Public
Rural
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1
0
0
1
0
3
2
14
9
Male
Black
1
HS
Public
Rural
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1.001264
1
1
0
0
0
2
3
17
12
Male
White
4
Bachelors+
Public
Suburban
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1
1
0
0
1
2
1
15
10
Male
Black
3
<HS
Public
City
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1
1
0
0
0
3
2
17
12
Male
White
4
Bachelors+
Public
City
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1
0
0
1
0
3
2
16
11
Female
Hispanic
4
SomeCollege
Public
Suburban
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1
1
0
0
1
4
1
16
11
Female
White
1
<HS
Public
City
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0
0
1
0
4
2
15
10
Male
Hispanic
1
<HS
Public
Rural
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1
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0
0
0
3
4
17
12
Male
White
1
SomeCollege
Public
Suburban
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0
1
0
1
0
4
3
14
9
Female
White
2
HS
Public
Suburban
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0
1
0
1
1
3
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14
9
Female
White
2
HS
Public
Suburban
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0
1
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3
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17
12
Female
Hispanic
2
HS
Public
City
100
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1
1
0
1
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4
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15
10
Male
Two-or-more
3
SomeCollege
Public
City
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1
0
1
3
2
17
12
Male
Black
2
SomeCollege
Public
Suburban
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0
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0
4
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18
12
Male
White
1
Bachelors+
Public
City
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1
1
0
0
0
3
1
17
12
Female
Hispanic
3
HS
Public
Rural
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1
1
0
0
0
3
1
17
12
Male
White
1
SomeCollege
Public
Suburban
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0
0
0
0
1
4
1
18
12
Female
Hispanic
3
SomeCollege
Public
City
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0.512017
1
0
0
0
0
2
1
18
12
Female
Hispanic
2
HS
Public
Suburban
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1
1
0
0
0
4
1
18
12
Male
Hispanic
2
HS
Public
Suburban
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1
0
0
1
0
3
2
14
9
Male
Hispanic
3
SomeCollege
Public
Suburban
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1
0
1
1
0
3
2
18
12
Female
Hispanic
3
Bachelors+
Public
Suburban
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1
1
0
0
1
4
3
14
9
Male
White
2
Bachelors+
Private
Rural
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3.528462
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1.494519
1
1
0
1
0
5
2
17
12
Male
Hispanic
1
SomeCollege
Public
Suburban
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0
1
0
0
0
4
2
14
9
Male
White
3
SomeCollege
Public
City
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1
0
0
1
0
4
1
18
12
Male
White
2
HS
Public
Suburban
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1.371501
1
0
0
0
1
5
1
14
9
Female
Asian
4
Bachelors+
Private
Rural
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1
0
0
1
0
2
2
17
12
Female
White
1
<HS
Public
Suburban
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84.891024
2.971344
0.894771
1.335356
0
1
0
0
1
4
1
15
10
Female
White
2
SomeCollege
Public
Rural
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3.54117
0.908468
0.905756
1
1
1
0
0
3
4
16
11
Female
White
3
SomeCollege
Public
City
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1
1
0
1
0
5
1
17
12
Female
White
4
Bachelors+
Public
City
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100
96.364758
3.675802
1
1.450263
1
1
0
1
1
5
1
15
10
Male
White
1
HS
Public
City
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3.212905
0.924159
1.114853
0
0
1
1
0
3
2
14
9
Female
Hispanic
1
<HS
Public
Town
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3.310178
0.884077
1.10612
1
0
0
0
0
2
4
17
12
Female
Black
2
Bachelors+
Public
Suburban
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0.620338
1
1
1
0
0
3
2
15
10
Male
White
4
Bachelors+
Public
City
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1
0
0
0
0
5
1
16
11
Male
White
2
HS
Public
City
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0.892929
1
0
0
0
0
3
2
14
9
Female
Black
2
<HS
Private
Rural
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0.910495
1
0
0
0
1
4
1
17
12
Male
White
2
HS
Public
Suburban
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4
1
1.462027
0
1
1
0
1
2
1
17
12
Male
Hispanic
2
HS
Public
City
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1
0
1
0
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3
17
12
Male
White
1
HS
Public
City
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1
1
0
0
0
3
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14
9
Female
White
3
Bachelors+
Public
City
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1
0
1
0
2
2
15
10
Male
Asian
1
HS
Public
Rural
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1.250941
1
1
0
0
0
4
1
16
11
Female
Hispanic
4
SomeCollege
Public
Suburban
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0.884543
1
0
0
1
0
3
2
16
11
Male
White
3
Bachelors+
Public
Rural
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0
0
1
0
3
1
15
10
Male
White
2
SomeCollege
Public
City
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3.201222
0.930836
1.185241
1
1
0
0
0
3
4
15
10
Female
Hispanic
1
<HS
Public
City
62.912054
72.209193
76.320468
2.172187
0.855685
1.130332
0
0
1
0
0
3
3
15
10
Male
White
1
SomeCollege
Public
Rural
51.79905
57.345855
50.515458
2.318735
0.772854
0.545937
1
0
0
1
0
3
1
17
12
Male
White
2
SomeCollege
Public
Suburban
96.331106
99.941537
93.050352
4
1
1.854142
1
0
0
1
1
2
1
16
11
Female
Hispanic
3
HS
Public
City
78.859348
72.367826
75.331556
3.217393
0.875538
1.246968
1
1
0
0
0
2
1
15
10
Female
White
1
SomeCollege
Private
Suburban
64.79075
79.361532
77.862164
3.05301
0.891994
1.195962
1
0
0
1
0
4
3
14
9
Male
Other
2
SomeCollege
Public
Town
81.01908
80.798815
72.389163
3.231977
0.884673
0.936992
1
1
0
0
0
4
1
16
11
Female
White
4
HS
Public
Rural
70.363608
73.605628
71.252392
2.778647
0.89203
1.497126
1
1
0
0
1
2
3