Marital Status int64 | Application mode int64 | Application order int64 | Course int64 | Daytime/evening attendance int64 | Previous qualification int64 | Previous qualification (grade) float64 | Nacionality int64 | Mother's qualification int64 | Father's qualification int64 | Mother's occupation int64 | Father's occupation int64 | Admission grade float64 | Displaced int64 | Educational special needs int64 | Debtor int64 | Tuition fees up to date int64 | Gender int64 | Scholarship holder int64 | Age at enrollment int64 | International int64 | Curricular units 1st sem (credited) int64 | Curricular units 1st sem (enrolled) int64 | Curricular units 1st sem (evaluations) int64 | Curricular units 1st sem (approved) int64 | Curricular units 1st sem (grade) float64 | Curricular units 1st sem (without evaluations) int64 | Curricular units 2nd sem (credited) int64 | Curricular units 2nd sem (enrolled) int64 | Curricular units 2nd sem (evaluations) int64 | Curricular units 2nd sem (approved) int64 | Curricular units 2nd sem (grade) float64 | Curricular units 2nd sem (without evaluations) int64 | Unemployment rate float64 | Inflation rate float64 | GDP float64 | target string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | 17 | 5 | 171 | 1 | 1 | 122 | 1 | 19 | 12 | 5 | 9 | 127.3 | 1 | 0 | 0 | 1 | 1 | 0 | 20 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 10.8 | 1.4 | 1.74 | Dropout |
1 | 15 | 1 | 9,254 | 1 | 1 | 160 | 1 | 1 | 3 | 3 | 3 | 142.5 | 1 | 0 | 0 | 0 | 1 | 0 | 19 | 0 | 0 | 6 | 6 | 6 | 14 | 0 | 0 | 6 | 6 | 6 | 13.666667 | 0 | 13.9 | -0.3 | 0.79 | Graduate |
1 | 1 | 5 | 9,070 | 1 | 1 | 122 | 1 | 37 | 37 | 9 | 9 | 124.8 | 1 | 0 | 0 | 0 | 1 | 0 | 19 | 0 | 0 | 6 | 0 | 0 | 0 | 0 | 0 | 6 | 0 | 0 | 0 | 0 | 10.8 | 1.4 | 1.74 | Dropout |
1 | 17 | 2 | 9,773 | 1 | 1 | 122 | 1 | 38 | 37 | 5 | 3 | 119.6 | 1 | 0 | 0 | 1 | 0 | 0 | 20 | 0 | 0 | 6 | 8 | 6 | 13.428571 | 0 | 0 | 6 | 10 | 5 | 12.4 | 0 | 9.4 | -0.8 | -3.12 | Graduate |
2 | 39 | 1 | 8,014 | 0 | 1 | 100 | 1 | 37 | 38 | 9 | 9 | 141.5 | 0 | 0 | 0 | 1 | 0 | 0 | 45 | 0 | 0 | 6 | 9 | 5 | 12.333333 | 0 | 0 | 6 | 6 | 6 | 13 | 0 | 13.9 | -0.3 | 0.79 | Graduate |
2 | 39 | 1 | 9,991 | 0 | 19 | 133.1 | 1 | 37 | 37 | 9 | 7 | 114.8 | 0 | 0 | 1 | 1 | 1 | 0 | 50 | 0 | 0 | 5 | 10 | 5 | 11.857143 | 0 | 0 | 5 | 17 | 5 | 11.5 | 5 | 16.2 | 0.3 | -0.92 | Graduate |
1 | 1 | 1 | 9,500 | 1 | 1 | 142 | 1 | 19 | 38 | 7 | 10 | 128.4 | 1 | 0 | 0 | 1 | 0 | 1 | 18 | 0 | 0 | 7 | 9 | 7 | 13.3 | 0 | 0 | 8 | 8 | 8 | 14.345 | 0 | 15.5 | 2.8 | -4.06 | Graduate |
1 | 18 | 4 | 9,254 | 1 | 1 | 119 | 1 | 37 | 37 | 9 | 9 | 113.1 | 1 | 0 | 0 | 0 | 1 | 0 | 22 | 0 | 0 | 5 | 5 | 0 | 0 | 0 | 0 | 5 | 5 | 0 | 0 | 0 | 15.5 | 2.8 | -4.06 | Dropout |
1 | 1 | 3 | 9,238 | 1 | 1 | 137 | 62 | 1 | 1 | 9 | 9 | 129.3 | 0 | 0 | 0 | 1 | 0 | 1 | 21 | 1 | 0 | 6 | 8 | 6 | 13.875 | 0 | 0 | 6 | 7 | 6 | 14.142857 | 0 | 16.2 | 0.3 | -0.92 | Graduate |
1 | 1 | 1 | 9,238 | 1 | 1 | 138 | 1 | 1 | 19 | 4 | 7 | 123 | 1 | 0 | 1 | 0 | 0 | 0 | 18 | 0 | 0 | 6 | 9 | 5 | 11.4 | 0 | 0 | 6 | 14 | 2 | 13.5 | 0 | 8.9 | 1.4 | 3.51 | Dropout |
1 | 1 | 1 | 9,670 | 1 | 1 | 139 | 1 | 38 | 19 | 5 | 7 | 130.6 | 1 | 0 | 0 | 1 | 0 | 0 | 18 | 0 | 0 | 6 | 6 | 6 | 12.333333 | 0 | 0 | 6 | 7 | 5 | 14.2 | 0 | 13.9 | -0.3 | 0.79 | Graduate |
1 | 1 | 1 | 9,500 | 1 | 1 | 136 | 1 | 19 | 38 | 9 | 9 | 119.3 | 1 | 0 | 0 | 1 | 0 | 1 | 18 | 0 | 0 | 8 | 8 | 7 | 13.214286 | 0 | 0 | 8 | 8 | 7 | 13.214286 | 0 | 12.7 | 3.7 | -1.7 | Graduate |
1 | 1 | 2 | 9,853 | 1 | 1 | 133 | 1 | 19 | 37 | 4 | 9 | 130.2 | 1 | 0 | 0 | 1 | 0 | 0 | 19 | 0 | 0 | 6 | 6 | 0 | 0 | 0 | 0 | 6 | 0 | 0 | 0 | 0 | 12.7 | 3.7 | -1.7 | Dropout |
1 | 53 | 1 | 9,254 | 1 | 42 | 110 | 1 | 1 | 1 | 4 | 7 | 111.8 | 1 | 0 | 0 | 1 | 0 | 1 | 21 | 0 | 0 | 6 | 7 | 6 | 10.571429 | 0 | 0 | 6 | 8 | 5 | 11 | 0 | 8.9 | 1.4 | 3.51 | Graduate |
1 | 1 | 1 | 9,085 | 1 | 1 | 149 | 1 | 38 | 37 | 5 | 5 | 137.1 | 1 | 0 | 0 | 1 | 0 | 1 | 18 | 0 | 0 | 5 | 7 | 4 | 13.25 | 0 | 0 | 5 | 5 | 5 | 12 | 0 | 10.8 | 1.4 | 1.74 | Graduate |
1 | 1 | 1 | 9,773 | 1 | 1 | 127 | 1 | 19 | 37 | 9 | 3 | 120.7 | 1 | 0 | 0 | 1 | 0 | 0 | 20 | 0 | 0 | 6 | 6 | 5 | 13.2 | 0 | 0 | 6 | 7 | 0 | 0 | 0 | 15.5 | 2.8 | -4.06 | Dropout |
1 | 18 | 1 | 9,238 | 1 | 1 | 137 | 1 | 19 | 38 | 5 | 8 | 137.4 | 1 | 0 | 0 | 1 | 0 | 0 | 18 | 0 | 0 | 6 | 10 | 1 | 12 | 0 | 0 | 6 | 14 | 2 | 11 | 0 | 10.8 | 1.4 | 1.74 | Enrolled |
1 | 17 | 2 | 9,500 | 1 | 1 | 135 | 1 | 19 | 1 | 5 | 4 | 127.3 | 1 | 0 | 0 | 1 | 0 | 0 | 18 | 0 | 0 | 7 | 8 | 7 | 13.30625 | 0 | 0 | 8 | 8 | 8 | 14.545 | 0 | 15.5 | 2.8 | -4.06 | Graduate |
1 | 1 | 1 | 9,130 | 1 | 1 | 137 | 1 | 3 | 19 | 3 | 5 | 136.3 | 1 | 0 | 0 | 1 | 0 | 0 | 20 | 0 | 0 | 5 | 8 | 4 | 12.5 | 1 | 0 | 5 | 8 | 4 | 12.25 | 2 | 10.8 | 1.4 | 1.74 | Graduate |
1 | 1 | 1 | 9,853 | 1 | 1 | 140 | 1 | 19 | 19 | 7 | 7 | 124.6 | 1 | 0 | 0 | 1 | 0 | 0 | 18 | 0 | 0 | 7 | 7 | 6 | 11.666667 | 0 | 0 | 7 | 8 | 6 | 13.5 | 0 | 16.2 | 0.3 | -0.92 | Enrolled |
1 | 1 | 3 | 171 | 1 | 1 | 122 | 1 | 1 | 1 | 9 | 8 | 120.3 | 0 | 0 | 0 | 1 | 0 | 1 | 21 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 11.1 | 0.6 | 2.02 | Graduate |
1 | 18 | 4 | 9,556 | 1 | 1 | 127 | 1 | 1 | 38 | 4 | 7 | 121.8 | 1 | 0 | 0 | 1 | 0 | 0 | 20 | 0 | 0 | 7 | 14 | 7 | 11.4375 | 0 | 0 | 8 | 9 | 8 | 11.425 | 0 | 12.7 | 3.7 | -1.7 | Enrolled |
1 | 1 | 4 | 9,500 | 1 | 1 | 142 | 1 | 19 | 19 | 1 | 1 | 125.5 | 1 | 0 | 0 | 1 | 0 | 0 | 18 | 0 | 0 | 8 | 12 | 7 | 12.857143 | 0 | 0 | 8 | 12 | 7 | 12.857143 | 0 | 12.7 | 3.7 | -1.7 | Graduate |
1 | 1 | 4 | 9,670 | 1 | 1 | 125 | 1 | 1 | 38 | 4 | 7 | 114.9 | 1 | 0 | 0 | 1 | 0 | 1 | 19 | 0 | 0 | 6 | 8 | 6 | 13.375 | 0 | 0 | 6 | 7 | 6 | 12.285714 | 0 | 11.1 | 0.6 | 2.02 | Graduate |
1 | 1 | 1 | 9,500 | 1 | 1 | 126 | 1 | 19 | 19 | 3 | 7 | 123.9 | 0 | 0 | 0 | 1 | 0 | 0 | 19 | 0 | 0 | 7 | 8 | 6 | 13.296667 | 0 | 0 | 8 | 9 | 7 | 14.114286 | 0 | 11.1 | 0.6 | 2.02 | Graduate |
1 | 1 | 1 | 9,238 | 1 | 1 | 151 | 1 | 19 | 38 | 9 | 9 | 157 | 1 | 0 | 1 | 1 | 0 | 1 | 18 | 0 | 0 | 6 | 8 | 5 | 11.6 | 0 | 0 | 6 | 12 | 4 | 11 | 0 | 7.6 | 2.6 | 0.32 | Enrolled |
1 | 17 | 2 | 9,238 | 1 | 1 | 115 | 1 | 19 | 38 | 7 | 8 | 116.4 | 1 | 0 | 0 | 1 | 0 | 0 | 21 | 0 | 0 | 6 | 9 | 6 | 11.375 | 0 | 0 | 6 | 9 | 6 | 13.285714 | 0 | 16.2 | 0.3 | -0.92 | Graduate |
1 | 1 | 1 | 9,085 | 1 | 1 | 138 | 1 | 19 | 19 | 3 | 3 | 131 | 1 | 0 | 0 | 1 | 0 | 0 | 18 | 0 | 0 | 5 | 9 | 5 | 12.666667 | 2 | 0 | 5 | 7 | 4 | 13 | 0 | 9.4 | -0.8 | -3.12 | Enrolled |
1 | 1 | 1 | 9,147 | 1 | 1 | 135 | 1 | 19 | 1 | 9 | 9 | 122.1 | 1 | 0 | 0 | 1 | 0 | 0 | 20 | 0 | 0 | 5 | 6 | 5 | 12 | 0 | 0 | 5 | 6 | 5 | 12.333333 | 0 | 16.2 | 0.3 | -0.92 | Graduate |
1 | 17 | 2 | 9,500 | 1 | 1 | 127 | 1 | 3 | 3 | 1 | 10 | 118.8 | 1 | 0 | 0 | 1 | 1 | 0 | 19 | 0 | 0 | 7 | 9 | 6 | 12.933333 | 0 | 0 | 7 | 7 | 6 | 13.716667 | 0 | 16.2 | 0.3 | -0.92 | Enrolled |
1 | 44 | 1 | 9,003 | 1 | 39 | 150 | 1 | 4 | 5 | 4 | 2 | 150 | 0 | 0 | 0 | 1 | 1 | 0 | 21 | 0 | 0 | 6 | 15 | 5 | 11.857143 | 0 | 0 | 6 | 17 | 5 | 10.571429 | 0 | 16.2 | 0.3 | -0.92 | Enrolled |
1 | 51 | 1 | 9,070 | 1 | 1 | 125 | 1 | 42 | 3 | 125 | 124 | 130 | 1 | 0 | 0 | 1 | 1 | 0 | 20 | 0 | 2 | 6 | 7 | 6 | 12.833333 | 0 | 0 | 6 | 9 | 4 | 13.4 | 0 | 8.9 | 1.4 | 3.51 | Graduate |
1 | 1 | 1 | 9,147 | 1 | 1 | 143 | 1 | 1 | 1 | 4 | 6 | 138.8 | 0 | 0 | 0 | 0 | 1 | 0 | 18 | 0 | 0 | 5 | 9 | 3 | 11.333333 | 0 | 0 | 5 | 8 | 2 | 13.5 | 0 | 8.9 | 1.4 | 3.51 | Enrolled |
1 | 18 | 1 | 8,014 | 0 | 1 | 138 | 1 | 19 | 1 | 9 | 5 | 134.5 | 1 | 0 | 0 | 1 | 0 | 0 | 19 | 0 | 0 | 6 | 6 | 6 | 12.666667 | 0 | 0 | 6 | 8 | 6 | 14.375 | 0 | 12.4 | 0.5 | 1.79 | Graduate |
1 | 1 | 1 | 9,991 | 0 | 1 | 130 | 1 | 2 | 37 | 3 | 9 | 131.4 | 0 | 0 | 0 | 1 | 1 | 0 | 34 | 0 | 0 | 5 | 6 | 5 | 12.4 | 0 | 0 | 5 | 9 | 5 | 13.428571 | 0 | 13.9 | -0.3 | 0.79 | Graduate |
1 | 39 | 1 | 33 | 1 | 1 | 130 | 1 | 38 | 37 | 9 | 6 | 102.5 | 0 | 0 | 1 | 0 | 1 | 0 | 37 | 0 | 0 | 7 | 7 | 0 | 0 | 0 | 0 | 7 | 7 | 1 | 10 | 0 | 8.9 | 1.4 | 3.51 | Dropout |
1 | 39 | 1 | 9,119 | 1 | 10 | 133.1 | 1 | 34 | 37 | 0 | 0 | 128.8 | 1 | 0 | 0 | 1 | 1 | 0 | 43 | 0 | 0 | 5 | 0 | 0 | 0 | 0 | 0 | 5 | 0 | 0 | 0 | 0 | 7.6 | 2.6 | 0.32 | Dropout |
1 | 43 | 1 | 9,147 | 1 | 1 | 140 | 1 | 37 | 37 | 6 | 6 | 122.9 | 0 | 0 | 0 | 1 | 0 | 0 | 55 | 0 | 0 | 5 | 10 | 1 | 10 | 0 | 0 | 5 | 8 | 2 | 12 | 2 | 16.2 | 0.3 | -0.92 | Dropout |
4 | 39 | 1 | 9,991 | 0 | 1 | 120 | 1 | 19 | 19 | 9 | 3 | 113.9 | 1 | 0 | 0 | 1 | 0 | 0 | 39 | 0 | 0 | 5 | 8 | 5 | 11 | 0 | 0 | 5 | 5 | 5 | 11.6 | 0 | 7.6 | 2.6 | 0.32 | Graduate |
1 | 44 | 1 | 9,130 | 1 | 39 | 120 | 6 | 4 | 4 | 3 | 6 | 120 | 0 | 0 | 1 | 0 | 0 | 0 | 20 | 1 | 2 | 6 | 13 | 3 | 11.666667 | 0 | 1 | 6 | 11 | 3 | 12 | 0 | 12.4 | 0.5 | 1.79 | Dropout |
1 | 1 | 5 | 9,773 | 1 | 1 | 126 | 1 | 3 | 3 | 2 | 2 | 121.1 | 0 | 0 | 1 | 1 | 0 | 0 | 18 | 0 | 0 | 6 | 6 | 4 | 12.75 | 0 | 0 | 5 | 5 | 0 | 0 | 0 | 12.7 | 3.7 | -1.7 | Dropout |
1 | 1 | 2 | 9,147 | 1 | 1 | 133 | 1 | 3 | 19 | 2 | 7 | 120.4 | 1 | 0 | 0 | 1 | 0 | 0 | 22 | 0 | 0 | 5 | 5 | 5 | 14.8 | 0 | 0 | 5 | 5 | 5 | 15.8 | 0 | 8.9 | 1.4 | 3.51 | Graduate |
1 | 1 | 6 | 9,500 | 1 | 1 | 103 | 1 | 1 | 3 | 2 | 2 | 100.6 | 1 | 1 | 0 | 1 | 0 | 0 | 22 | 0 | 0 | 7 | 9 | 5 | 13.928 | 0 | 0 | 8 | 9 | 7 | 14.342857 | 0 | 11.1 | 0.6 | 2.02 | Graduate |
1 | 17 | 1 | 9,773 | 1 | 1 | 120 | 1 | 1 | 38 | 5 | 5 | 121.4 | 0 | 0 | 0 | 0 | 0 | 0 | 20 | 0 | 0 | 6 | 7 | 4 | 13 | 0 | 0 | 6 | 7 | 5 | 13.8 | 0 | 12.4 | 0.5 | 1.79 | Dropout |
1 | 39 | 1 | 9,991 | 0 | 1 | 133.1 | 1 | 37 | 37 | 9 | 9 | 109.7 | 0 | 0 | 0 | 1 | 0 | 0 | 29 | 0 | 0 | 5 | 0 | 0 | 0 | 0 | 0 | 5 | 0 | 0 | 0 | 0 | 16.2 | 0.3 | -0.92 | Dropout |
1 | 17 | 1 | 9,991 | 0 | 1 | 154 | 1 | 38 | 38 | 4 | 5 | 134.1 | 0 | 0 | 0 | 1 | 0 | 0 | 24 | 0 | 0 | 5 | 9 | 2 | 11.5 | 0 | 0 | 5 | 11 | 3 | 14.333333 | 1 | 7.6 | 2.6 | 0.32 | Enrolled |
1 | 17 | 2 | 9,238 | 1 | 1 | 130 | 1 | 19 | 19 | 9 | 9 | 127.6 | 1 | 0 | 0 | 1 | 0 | 0 | 18 | 0 | 0 | 6 | 6 | 6 | 11.666667 | 0 | 0 | 6 | 8 | 5 | 13.2 | 0 | 11.1 | 0.6 | 2.02 | Graduate |
1 | 17 | 6 | 9,500 | 1 | 1 | 132 | 1 | 37 | 19 | 7 | 7 | 132.4 | 1 | 0 | 0 | 1 | 0 | 1 | 22 | 0 | 0 | 7 | 8 | 6 | 13.516667 | 0 | 0 | 8 | 9 | 7 | 13.771429 | 0 | 11.1 | 0.6 | 2.02 | Graduate |
1 | 44 | 1 | 8,014 | 0 | 39 | 130 | 1 | 1 | 19 | 9 | 9 | 133.4 | 0 | 0 | 0 | 1 | 0 | 1 | 21 | 0 | 3 | 6 | 6 | 6 | 11.5 | 0 | 2 | 6 | 7 | 6 | 13.285714 | 0 | 12.4 | 0.5 | 1.79 | Graduate |
1 | 1 | 1 | 9,238 | 1 | 1 | 139 | 1 | 37 | 38 | 9 | 9 | 126.1 | 0 | 0 | 0 | 1 | 0 | 1 | 19 | 0 | 0 | 6 | 7 | 5 | 12.333333 | 0 | 0 | 6 | 7 | 6 | 12.833333 | 0 | 12.7 | 3.7 | -1.7 | Graduate |
1 | 39 | 1 | 9,254 | 1 | 1 | 130 | 1 | 19 | 38 | 9 | 7 | 113.5 | 0 | 0 | 0 | 1 | 0 | 1 | 24 | 0 | 0 | 6 | 6 | 6 | 13.666667 | 0 | 0 | 6 | 6 | 6 | 14.166667 | 0 | 12.4 | 0.5 | 1.79 | Graduate |
1 | 1 | 1 | 9,500 | 1 | 1 | 139 | 1 | 37 | 38 | 6 | 6 | 121.3 | 1 | 0 | 0 | 1 | 0 | 1 | 19 | 0 | 0 | 8 | 10 | 6 | 11.833333 | 0 | 0 | 8 | 10 | 6 | 11.833333 | 0 | 9.4 | -0.8 | -3.12 | Enrolled |
1 | 1 | 1 | 9,773 | 1 | 1 | 127 | 1 | 1 | 19 | 7 | 7 | 121.8 | 1 | 0 | 0 | 1 | 0 | 1 | 20 | 0 | 0 | 6 | 11 | 4 | 14 | 0 | 0 | 6 | 12 | 3 | 11 | 0 | 9.4 | -0.8 | -3.12 | Enrolled |
1 | 1 | 3 | 9,130 | 1 | 1 | 167 | 1 | 37 | 37 | 90 | 90 | 159.3 | 0 | 0 | 0 | 1 | 0 | 0 | 19 | 0 | 0 | 5 | 7 | 5 | 14.714286 | 0 | 0 | 5 | 5 | 5 | 15.8 | 0 | 7.6 | 2.6 | 0.32 | Graduate |
1 | 39 | 1 | 9,991 | 0 | 1 | 130 | 1 | 38 | 38 | 9 | 9 | 120 | 0 | 0 | 0 | 1 | 0 | 0 | 27 | 0 | 0 | 5 | 12 | 5 | 10.6 | 0 | 0 | 5 | 10 | 5 | 11 | 0 | 9.4 | -0.8 | -3.12 | Dropout |
1 | 1 | 1 | 9,500 | 1 | 1 | 130 | 1 | 1 | 19 | 5 | 5 | 129.1 | 1 | 0 | 0 | 1 | 0 | 0 | 18 | 0 | 0 | 7 | 9 | 7 | 13.044444 | 0 | 0 | 8 | 10 | 8 | 13.595 | 0 | 15.5 | 2.8 | -4.06 | Graduate |
2 | 7 | 1 | 9,254 | 1 | 3 | 130 | 1 | 1 | 3 | 4 | 3 | 130 | 0 | 0 | 0 | 1 | 0 | 0 | 39 | 0 | 0 | 6 | 10 | 0 | 0 | 0 | 0 | 6 | 6 | 0 | 0 | 0 | 12.4 | 0.5 | 1.79 | Dropout |
1 | 39 | 1 | 9,130 | 1 | 40 | 129 | 1 | 3 | 3 | 2 | 2 | 155.3 | 1 | 0 | 0 | 1 | 0 | 0 | 27 | 0 | 0 | 6 | 9 | 5 | 13 | 0 | 5 | 11 | 13 | 10 | 12.9 | 0 | 12.4 | 0.5 | 1.79 | Dropout |
1 | 17 | 1 | 9,500 | 1 | 1 | 141 | 1 | 38 | 38 | 7 | 10 | 139.8 | 1 | 0 | 0 | 1 | 0 | 0 | 18 | 0 | 0 | 8 | 8 | 8 | 14.935 | 0 | 0 | 8 | 8 | 8 | 14.935 | 0 | 9.4 | -0.8 | -3.12 | Graduate |
1 | 1 | 3 | 171 | 1 | 1 | 125 | 1 | 38 | 37 | 4 | 9 | 115.2 | 1 | 0 | 0 | 1 | 0 | 0 | 18 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 7.6 | 2.6 | 0.32 | Enrolled |
1 | 1 | 2 | 9,500 | 1 | 1 | 125 | 1 | 19 | 19 | 9 | 9 | 114.9 | 0 | 0 | 0 | 1 | 0 | 0 | 18 | 0 | 0 | 7 | 8 | 6 | 13.133333 | 0 | 0 | 8 | 12 | 7 | 12.221429 | 0 | 16.2 | 0.3 | -0.92 | Graduate |
1 | 44 | 1 | 9,238 | 1 | 39 | 130 | 1 | 19 | 1 | 9 | 9 | 131.9 | 0 | 0 | 0 | 1 | 0 | 1 | 21 | 0 | 3 | 6 | 7 | 6 | 12 | 0 | 2 | 6 | 7 | 6 | 12 | 0 | 13.9 | -0.3 | 0.79 | Graduate |
1 | 17 | 3 | 171 | 1 | 1 | 133 | 1 | 1 | 37 | 4 | 7 | 126 | 1 | 0 | 0 | 1 | 1 | 1 | 19 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 10.8 | 1.4 | 1.74 | Enrolled |
1 | 17 | 1 | 9,070 | 1 | 1 | 127 | 1 | 1 | 1 | 3 | 4 | 130.2 | 1 | 0 | 0 | 1 | 1 | 0 | 19 | 0 | 0 | 6 | 6 | 5 | 11.4 | 0 | 0 | 6 | 8 | 1 | 10 | 0 | 10.8 | 1.4 | 1.74 | Enrolled |
1 | 43 | 1 | 9,070 | 1 | 1 | 116 | 1 | 1 | 1 | 3 | 3 | 120.9 | 0 | 0 | 0 | 1 | 1 | 0 | 24 | 0 | 0 | 6 | 6 | 0 | 0 | 0 | 0 | 6 | 6 | 0 | 0 | 0 | 12.7 | 3.7 | -1.7 | Enrolled |
4 | 42 | 1 | 9,500 | 1 | 19 | 133.1 | 1 | 1 | 1 | 5 | 5 | 126 | 1 | 0 | 0 | 1 | 1 | 0 | 29 | 0 | 2 | 7 | 10 | 5 | 11.9 | 0 | 1 | 8 | 10 | 5 | 11 | 0 | 13.9 | -0.3 | 0.79 | Dropout |
1 | 1 | 3 | 171 | 1 | 1 | 139 | 1 | 19 | 19 | 5 | 3 | 128.2 | 1 | 0 | 0 | 1 | 1 | 1 | 19 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 10.8 | 1.4 | 1.74 | Graduate |
1 | 44 | 1 | 9,003 | 1 | 39 | 130 | 1 | 19 | 37 | 9 | 9 | 130 | 1 | 0 | 0 | 1 | 1 | 0 | 23 | 0 | 0 | 6 | 8 | 6 | 12.571429 | 0 | 0 | 6 | 7 | 6 | 12.428571 | 0 | 8.9 | 1.4 | 3.51 | Graduate |
1 | 1 | 3 | 9,147 | 1 | 1 | 125 | 1 | 1 | 38 | 7 | 7 | 120.1 | 0 | 0 | 1 | 1 | 1 | 0 | 19 | 0 | 0 | 5 | 8 | 5 | 11.2 | 0 | 0 | 5 | 10 | 4 | 10.75 | 3 | 16.2 | 0.3 | -0.92 | Dropout |
1 | 39 | 1 | 9,254 | 1 | 1 | 160 | 1 | 19 | 37 | 7 | 10 | 100 | 0 | 0 | 0 | 1 | 1 | 0 | 26 | 0 | 0 | 6 | 7 | 6 | 12 | 0 | 0 | 6 | 8 | 5 | 10.8 | 0 | 12.7 | 3.7 | -1.7 | Enrolled |
1 | 17 | 1 | 9,147 | 1 | 1 | 148 | 1 | 38 | 37 | 5 | 5 | 134 | 0 | 0 | 0 | 1 | 1 | 0 | 18 | 0 | 0 | 5 | 9 | 0 | 0 | 0 | 0 | 5 | 5 | 0 | 0 | 0 | 7.6 | 2.6 | 0.32 | Enrolled |
1 | 17 | 1 | 9,500 | 1 | 1 | 150 | 1 | 37 | 19 | 8 | 4 | 130.8 | 0 | 0 | 0 | 1 | 1 | 0 | 24 | 0 | 0 | 7 | 8 | 7 | 11.975 | 0 | 0 | 8 | 8 | 8 | 13.75 | 0 | 13.9 | -0.3 | 0.79 | Graduate |
1 | 1 | 1 | 171 | 1 | 1 | 141 | 1 | 19 | 19 | 5 | 10 | 135.8 | 1 | 0 | 0 | 1 | 1 | 0 | 19 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 15.5 | 2.8 | -4.06 | Dropout |
1 | 17 | 4 | 9,254 | 1 | 1 | 118 | 1 | 38 | 37 | 5 | 7 | 111.7 | 1 | 0 | 0 | 1 | 1 | 0 | 18 | 0 | 0 | 6 | 12 | 3 | 11.666667 | 0 | 0 | 6 | 12 | 1 | 12 | 0 | 12.4 | 0.5 | 1.79 | Dropout |
1 | 1 | 2 | 9,773 | 1 | 1 | 142 | 1 | 38 | 38 | 9 | 9 | 132.9 | 1 | 0 | 0 | 1 | 1 | 0 | 18 | 0 | 0 | 6 | 8 | 6 | 12.333333 | 0 | 0 | 6 | 11 | 3 | 12.333333 | 0 | 10.8 | 1.4 | 1.74 | Graduate |
1 | 17 | 3 | 9,147 | 1 | 1 | 120 | 1 | 19 | 19 | 4 | 7 | 115.5 | 1 | 0 | 1 | 1 | 1 | 0 | 18 | 0 | 0 | 5 | 8 | 3 | 10.333333 | 0 | 0 | 5 | 11 | 3 | 10.857143 | 0 | 10.8 | 1.4 | 1.74 | Dropout |
1 | 18 | 4 | 9,254 | 1 | 1 | 106 | 1 | 19 | 37 | 7 | 7 | 106 | 1 | 0 | 0 | 1 | 1 | 1 | 21 | 0 | 0 | 6 | 8 | 4 | 10.5 | 0 | 0 | 6 | 11 | 1 | 11 | 0 | 9.4 | -0.8 | -3.12 | Dropout |
1 | 17 | 4 | 9,773 | 1 | 1 | 121 | 1 | 1 | 19 | 9 | 8 | 120.3 | 1 | 0 | 1 | 1 | 1 | 1 | 19 | 0 | 0 | 6 | 6 | 6 | 13.666667 | 0 | 0 | 6 | 6 | 6 | 13.333333 | 0 | 8.9 | 1.4 | 3.51 | Graduate |
1 | 17 | 4 | 9,500 | 1 | 1 | 150 | 1 | 38 | 37 | 9 | 9 | 130.8 | 0 | 0 | 0 | 1 | 1 | 1 | 22 | 0 | 0 | 7 | 7 | 7 | 14.842857 | 0 | 0 | 8 | 9 | 8 | 15.055556 | 0 | 16.2 | 0.3 | -0.92 | Graduate |
2 | 39 | 1 | 8,014 | 0 | 1 | 120 | 1 | 37 | 37 | 9 | 6 | 117 | 0 | 0 | 0 | 1 | 1 | 0 | 33 | 0 | 0 | 6 | 8 | 6 | 12 | 0 | 0 | 6 | 6 | 6 | 11.666667 | 0 | 10.8 | 1.4 | 1.74 | Graduate |
1 | 1 | 6 | 9,853 | 1 | 1 | 114 | 1 | 19 | 19 | 9 | 9 | 110.2 | 1 | 0 | 0 | 1 | 1 | 0 | 20 | 0 | 0 | 6 | 8 | 5 | 12.2 | 0 | 0 | 6 | 7 | 5 | 12.2 | 0 | 10.8 | 1.4 | 1.74 | Dropout |
1 | 39 | 1 | 9,991 | 0 | 2 | 140 | 1 | 3 | 3 | 2 | 2 | 155.7 | 1 | 0 | 0 | 1 | 1 | 0 | 35 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 0 | 5 | 0 | 0 | 0 | 0 | 10.8 | 1.4 | 1.74 | Dropout |
1 | 39 | 1 | 9,003 | 1 | 4 | 160 | 1 | 3 | 3 | 4 | 2 | 180.4 | 0 | 0 | 1 | 1 | 1 | 0 | 24 | 0 | 6 | 12 | 17 | 6 | 12.166667 | 0 | 7 | 12 | 14 | 10 | 13.3 | 0 | 12.4 | 0.5 | 1.79 | Dropout |
1 | 17 | 1 | 9,254 | 1 | 1 | 120 | 1 | 19 | 19 | 4 | 4 | 125.5 | 0 | 0 | 0 | 1 | 1 | 0 | 18 | 0 | 0 | 5 | 6 | 5 | 12 | 0 | 0 | 5 | 8 | 3 | 11.333333 | 0 | 12.7 | 3.7 | -1.7 | Enrolled |
2 | 39 | 1 | 8,014 | 0 | 1 | 130 | 1 | 37 | 37 | 9 | 6 | 110 | 1 | 0 | 0 | 1 | 0 | 0 | 33 | 0 | 0 | 6 | 7 | 6 | 11 | 0 | 0 | 6 | 11 | 5 | 11 | 0 | 9.4 | -0.8 | -3.12 | Graduate |
1 | 42 | 1 | 9,500 | 1 | 1 | 160 | 1 | 37 | 38 | 9 | 7 | 161 | 1 | 0 | 0 | 1 | 0 | 1 | 22 | 0 | 0 | 8 | 8 | 7 | 13.08 | 0 | 0 | 8 | 8 | 7 | 13.08 | 0 | 10.8 | 1.4 | 1.74 | Graduate |
1 | 39 | 1 | 9,670 | 1 | 1 | 120 | 1 | 1 | 19 | 4 | 5 | 100 | 0 | 0 | 0 | 1 | 0 | 1 | 25 | 0 | 0 | 5 | 7 | 4 | 10.5 | 0 | 0 | 5 | 7 | 5 | 11.6 | 0 | 9.4 | -0.8 | -3.12 | Graduate |
1 | 17 | 1 | 9,070 | 1 | 1 | 124 | 1 | 19 | 38 | 4 | 0 | 117.6 | 1 | 0 | 0 | 1 | 1 | 0 | 20 | 0 | 0 | 6 | 9 | 6 | 10.666667 | 1 | 0 | 6 | 6 | 5 | 11.2 | 0 | 7.6 | 2.6 | 0.32 | Graduate |
1 | 1 | 6 | 9,147 | 1 | 1 | 143 | 1 | 38 | 37 | 9 | 9 | 128.7 | 1 | 0 | 0 | 1 | 1 | 0 | 23 | 0 | 0 | 5 | 6 | 4 | 14 | 0 | 0 | 5 | 5 | 5 | 13.8 | 0 | 11.1 | 0.6 | 2.02 | Enrolled |
1 | 43 | 2 | 9,119 | 1 | 1 | 115 | 1 | 38 | 19 | 9 | 6 | 112.2 | 1 | 0 | 1 | 1 | 1 | 0 | 18 | 0 | 0 | 5 | 9 | 2 | 10 | 0 | 0 | 5 | 9 | 0 | 0 | 0 | 15.5 | 2.8 | -4.06 | Enrolled |
1 | 39 | 1 | 9,500 | 1 | 1 | 133.1 | 1 | 1 | 1 | 4 | 10 | 100.8 | 0 | 0 | 0 | 1 | 1 | 0 | 24 | 0 | 0 | 7 | 18 | 0 | 0 | 0 | 0 | 7 | 7 | 0 | 0 | 0 | 13.9 | -0.3 | 0.79 | Dropout |
1 | 17 | 2 | 9,773 | 1 | 1 | 133.1 | 41 | 19 | 1 | 9 | 9 | 105 | 1 | 0 | 0 | 0 | 0 | 0 | 21 | 1 | 0 | 6 | 6 | 6 | 14 | 0 | 0 | 6 | 6 | 6 | 13.5 | 0 | 8.9 | 1.4 | 3.51 | Graduate |
1 | 15 | 1 | 9,130 | 1 | 1 | 133.1 | 41 | 1 | 1 | 4 | 4 | 100 | 0 | 0 | 0 | 1 | 0 | 0 | 26 | 1 | 0 | 6 | 7 | 2 | 12 | 1 | 0 | 6 | 6 | 0 | 0 | 0 | 8.9 | 1.4 | 3.51 | Dropout |
2 | 39 | 1 | 9,853 | 1 | 10 | 133.1 | 1 | 37 | 34 | 0 | 0 | 115.5 | 0 | 0 | 0 | 1 | 0 | 0 | 39 | 0 | 0 | 6 | 12 | 3 | 12.666667 | 0 | 0 | 6 | 14 | 0 | 0 | 1 | 7.6 | 2.6 | 0.32 | Dropout |
2 | 39 | 1 | 8,014 | 0 | 1 | 133.1 | 1 | 37 | 19 | 9 | 9 | 114 | 0 | 0 | 0 | 1 | 0 | 0 | 44 | 0 | 2 | 8 | 11 | 8 | 11.875 | 0 | 0 | 6 | 7 | 6 | 12.333333 | 0 | 12.7 | 3.7 | -1.7 | Graduate |
1 | 15 | 1 | 9,119 | 1 | 1 | 130 | 26 | 38 | 3 | 9 | 2 | 137 | 1 | 0 | 0 | 1 | 1 | 0 | 19 | 1 | 0 | 5 | 9 | 5 | 14 | 0 | 0 | 5 | 11 | 3 | 13.25 | 0 | 13.9 | -0.3 | 0.79 | Enrolled |
1 | 1 | 5 | 9,773 | 1 | 1 | 135 | 1 | 37 | 1 | 5 | 5 | 124.9 | 1 | 0 | 0 | 1 | 0 | 0 | 18 | 0 | 0 | 6 | 6 | 6 | 13.666667 | 0 | 0 | 6 | 6 | 6 | 13.333333 | 0 | 8.9 | 1.4 | 3.51 | Graduate |
1 | 1 | 5 | 9,500 | 1 | 1 | 132 | 1 | 37 | 37 | 7 | 7 | 120.3 | 1 | 0 | 0 | 1 | 0 | 1 | 18 | 0 | 0 | 7 | 7 | 7 | 13.75 | 0 | 0 | 8 | 9 | 8 | 14.477778 | 0 | 12.4 | 0.5 | 1.79 | Graduate |
1 | 1 | 1 | 9,085 | 1 | 1 | 135 | 1 | 1 | 2 | 9 | 1 | 134.3 | 1 | 0 | 0 | 1 | 0 | 0 | 19 | 0 | 0 | 5 | 7 | 5 | 14.2 | 2 | 0 | 5 | 7 | 5 | 13.8 | 0 | 12.7 | 3.7 | -1.7 | Enrolled |
1 | 1 | 4 | 9,500 | 1 | 1 | 115 | 1 | 3 | 3 | 2 | 2 | 111.5 | 1 | 0 | 1 | 0 | 0 | 0 | 19 | 0 | 0 | 7 | 10 | 4 | 11.96 | 0 | 0 | 7 | 7 | 0 | 0 | 0 | 13.9 | -0.3 | 0.79 | Dropout |
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Student Dropout & Success Prediction Dataset
Classify dropout, enrolled, or graduate status using 36 student features
Dataset Info
- Source: Kaggle
- Original Size: 0.10 MB
- Kaggle Downloads: 5,519
- Files: 1
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students_dropout_academic_success.csv
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