Datasets:
Dataset Viewer
is_male
bool | ethnicity
string | parental_level_of_education
int64 | has_standard_lunch
bool | has_completed_preparation_test
bool | reading_score
int64 | writing_score
int64 | has_passed_math_exam
int64 |
|---|---|---|---|---|---|---|---|
false
|
group D
| 2
| true
| true
| 70
| 78
| 0
|
true
|
group D
| 5
| true
| false
| 93
| 87
| 1
|
false
|
group D
| 2
| false
| false
| 76
| 77
| 0
|
true
|
group B
| 2
| false
| false
| 70
| 63
| 1
|
false
|
group D
| 5
| true
| false
| 85
| 86
| 1
|
true
|
group C
| 0
| true
| false
| 57
| 54
| 1
|
false
|
group E
| 5
| true
| false
| 83
| 80
| 1
|
false
|
group B
| 0
| true
| false
| 61
| 58
| 0
|
true
|
group C
| 0
| true
| false
| 75
| 73
| 1
|
false
|
group C
| 3
| true
| true
| 69
| 77
| 0
|
true
|
group B
| 0
| true
| false
| 69
| 69
| 1
|
true
|
group B
| 4
| true
| false
| 50
| 49
| 0
|
true
|
group B
| 3
| false
| false
| 74
| 76
| 1
|
true
|
group A
| 2
| true
| false
| 73
| 70
| 1
|
true
|
group C
| 4
| false
| false
| 54
| 52
| 0
|
true
|
group E
| 4
| false
| false
| 46
| 43
| 0
|
false
|
group C
| 2
| false
| false
| 47
| 41
| 0
|
false
|
group C
| 1
| true
| false
| 92
| 81
| 1
|
false
|
group E
| 5
| false
| false
| 82
| 85
| 1
|
false
|
group D
| 5
| true
| true
| 71
| 74
| 1
|
true
|
group C
| 1
| false
| false
| 66
| 62
| 1
|
false
|
group D
| 5
| true
| true
| 71
| 76
| 1
|
false
|
group B
| 2
| true
| false
| 71
| 71
| 1
|
true
|
group E
| 5
| true
| false
| 88
| 86
| 1
|
true
|
group D
| 5
| true
| true
| 85
| 88
| 1
|
true
|
group B
| 2
| true
| false
| 83
| 72
| 1
|
true
|
group D
| 1
| false
| false
| 52
| 51
| 0
|
true
|
group D
| 0
| true
| false
| 66
| 59
| 1
|
false
|
group E
| 5
| true
| false
| 79
| 71
| 1
|
true
|
group D
| 5
| true
| false
| 87
| 86
| 1
|
false
|
group B
| 5
| true
| true
| 81
| 85
| 1
|
false
|
group D
| 5
| false
| false
| 76
| 79
| 1
|
false
|
group B
| 1
| false
| true
| 78
| 75
| 1
|
false
|
group D
| 4
| false
| false
| 35
| 37
| 0
|
true
|
group D
| 1
| true
| true
| 82
| 82
| 1
|
false
|
group A
| 0
| true
| false
| 53
| 54
| 0
|
false
|
group E
| 2
| false
| false
| 74
| 75
| 1
|
true
|
group D
| 5
| true
| true
| 66
| 72
| 1
|
true
|
group C
| 5
| false
| true
| 85
| 87
| 1
|
true
|
group E
| 4
| true
| false
| 85
| 78
| 1
|
true
|
group C
| 5
| false
| true
| 46
| 48
| 0
|
true
|
group C
| 5
| true
| true
| 82
| 77
| 1
|
true
|
group B
| 1
| true
| false
| 82
| 72
| 1
|
true
|
group D
| 2
| true
| false
| 73
| 67
| 1
|
false
|
group B
| 1
| true
| false
| 56
| 54
| 0
|
true
|
group C
| 3
| true
| false
| 71
| 65
| 1
|
true
|
group A
| 5
| true
| true
| 82
| 90
| 1
|
true
|
group C
| 2
| true
| true
| 76
| 68
| 1
|
false
|
group E
| 1
| true
| false
| 52
| 56
| 0
|
true
|
group D
| 0
| true
| true
| 77
| 80
| 1
|
false
|
group E
| 1
| false
| true
| 77
| 74
| 1
|
false
|
group E
| 4
| false
| true
| 83
| 84
| 1
|
true
|
group D
| 0
| true
| false
| 93
| 84
| 1
|
false
|
group B
| 2
| true
| true
| 72
| 72
| 1
|
true
|
group C
| 1
| true
| false
| 67
| 63
| 1
|
false
|
group C
| 2
| true
| false
| 64
| 61
| 1
|
false
|
group D
| 4
| true
| false
| 75
| 80
| 1
|
false
|
group E
| 0
| true
| true
| 93
| 93
| 1
|
false
|
group C
| 3
| true
| false
| 86
| 78
| 1
|
true
|
group C
| 0
| true
| false
| 66
| 66
| 1
|
true
|
group D
| 0
| true
| true
| 74
| 75
| 1
|
true
|
group C
| 0
| false
| true
| 69
| 63
| 1
|
false
|
group D
| 2
| false
| false
| 83
| 80
| 1
|
false
|
group C
| 5
| true
| false
| 68
| 73
| 0
|
false
|
group B
| 1
| false
| false
| 74
| 71
| 1
|
false
|
group B
| 5
| false
| false
| 34
| 36
| 0
|
true
|
group C
| 1
| false
| false
| 77
| 66
| 1
|
false
|
group B
| 0
| false
| true
| 91
| 88
| 1
|
false
|
group C
| 1
| false
| false
| 62
| 57
| 0
|
true
|
group D
| 5
| true
| false
| 70
| 73
| 1
|
true
|
group C
| 0
| true
| true
| 81
| 78
| 1
|
false
|
group D
| 2
| false
| true
| 82
| 80
| 1
|
false
|
group C
| 0
| true
| false
| 33
| 33
| 0
|
false
|
group D
| 0
| false
| true
| 58
| 59
| 0
|
true
|
group E
| 2
| true
| true
| 49
| 52
| 1
|
true
|
group B
| 3
| true
| false
| 46
| 46
| 1
|
true
|
group B
| 5
| false
| true
| 91
| 89
| 1
|
true
|
group C
| 2
| true
| false
| 61
| 59
| 0
|
true
|
group A
| 5
| true
| true
| 75
| 74
| 1
|
true
|
group B
| 1
| true
| false
| 61
| 57
| 1
|
true
|
group C
| 5
| true
| false
| 80
| 81
| 1
|
true
|
group D
| 4
| false
| true
| 93
| 95
| 1
|
false
|
group A
| 2
| true
| false
| 46
| 42
| 0
|
true
|
group C
| 2
| true
| true
| 77
| 76
| 1
|
false
|
group D
| 2
| true
| false
| 89
| 89
| 1
|
true
|
group D
| 4
| true
| false
| 97
| 91
| 1
|
false
|
group D
| 0
| true
| true
| 68
| 68
| 0
|
true
|
group E
| 2
| true
| false
| 79
| 85
| 1
|
true
|
group B
| 4
| true
| false
| 65
| 60
| 1
|
true
|
group C
| 3
| true
| false
| 62
| 58
| 1
|
true
|
group C
| 5
| false
| true
| 67
| 61
| 1
|
false
|
group C
| 3
| true
| false
| 74
| 75
| 1
|
true
|
group C
| 2
| true
| false
| 51
| 38
| 0
|
true
|
group D
| 2
| true
| false
| 75
| 74
| 1
|
false
|
group C
| 2
| true
| false
| 88
| 83
| 1
|
false
|
group C
| 5
| true
| true
| 96
| 97
| 1
|
false
|
group D
| 2
| true
| true
| 84
| 87
| 1
|
false
|
group B
| 5
| true
| false
| 80
| 78
| 1
|
false
|
group B
| 1
| false
| true
| 90
| 95
| 1
|
true
|
group C
| 2
| false
| false
| 62
| 64
| 1
|
End of preview. Expand
in Data Studio
Student performance
The Student performance dataset from Kaggle.
| Configuration | Task | Description |
|---|---|---|
| encoding | Encoding dictionary showing original values of encoded features. | |
| math | Binary classification | Has the student passed the math exam? |
| writing | Binary classification | Has the student passed the writing exam? |
| reading | Binary classification | Has the student passed the reading exam? |
Usage
from datasets import load_dataset
dataset = load_dataset("mstz/student_performance", "math")["train"]
Features
| Feature | Type |
|---|---|
is_male |
bool |
ethnicity |
string |
parental_level_of_education |
int8 |
has_standard_lunch |
bool |
has_completed_preparation_test |
bool |
reading_score |
int64 |
writing_score |
int64 |
math_score |
int64 |
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