Name: Student's Dropout And Academic Success Dataset
Creator: Kaggle
License: https://www.apache.org/licenses/

About this Dataset

Student's Dropout And Academic Success Dataset

This dataset contains information on students' marital status, application details, previous qualifications, family background, admission grades, financial status, and academic performance. The target variable indicates whether a student dropped out or achieved academic success. The data spans multiple semesters and includes economic indicators such as unemployment rate, inflation rate, and GDP. Researchers can leverage this dataset to develop models for predicting dropout and academic success, contributing to the understanding of factors influencing educational outcomes.

Tables

Data

@kaggle.missionjee_students_dropout_and_academic_success_dataset.data

123.3 kB
4,424 rows
37 columns

CREATE TABLE data (
  "marital_status" BIGINT,
  "application_mode" BIGINT,
  "application_order" BIGINT,
  "course" BIGINT,
  "daytime_evening_attendance" BIGINT,
  "previous_qualification" BIGINT,
  "previous_qualification_grade" DOUBLE  -- Previous Qualification (grade),
  "nacionality" BIGINT,
  "mother_s_qualification" BIGINT  -- Mother\u0027s Qualification,
  "father_s_qualification" BIGINT  -- Father\u0027s Qualification,
  "mother_s_occupation" BIGINT  -- Mother\u0027s Occupation,
  "father_s_occupation" BIGINT  -- Father\u0027s Occupation,
  "admission_grade" DOUBLE,
  "displaced" BIGINT,
  "educational_special_needs" BIGINT,
  "debtor" BIGINT,
  "tuition_fees_up_to_date" BIGINT,
  "gender" BIGINT,
  "scholarship_holder" BIGINT,
  "age_at_enrollment" BIGINT,
  "international" BIGINT,
  "curricular_units_1st_sem_credited" BIGINT  -- Curricular Units 1st Sem (credited),
  "curricular_units_1st_sem_enrolled" BIGINT  -- Curricular Units 1st Sem (enrolled),
  "curricular_units_1st_sem_evaluations" BIGINT  -- Curricular Units 1st Sem (evaluations),
  "curricular_units_1st_sem_approved" BIGINT  -- Curricular Units 1st Sem (approved),
  "curricular_units_1st_sem_grade" DOUBLE  -- Curricular Units 1st Sem (grade),
  "curricular_units_1st_sem_without_evaluations" BIGINT  -- Curricular Units 1st Sem (without Evaluations),
  "curricular_units_2nd_sem_credited" BIGINT  -- Curricular Units 2nd Sem (credited),
  "curricular_units_2nd_sem_enrolled" BIGINT  -- Curricular Units 2nd Sem (enrolled),
  "curricular_units_2nd_sem_evaluations" BIGINT  -- Curricular Units 2nd Sem (evaluations),
  "curricular_units_2nd_sem_approved" BIGINT  -- Curricular Units 2nd Sem (approved),
  "curricular_units_2nd_sem_grade" DOUBLE  -- Curricular Units 2nd Sem (grade),
  "curricular_units_2nd_sem_without_evaluations" BIGINT  -- Curricular Units 2nd Sem (without Evaluations),
  "unemployment_rate" DOUBLE,
  "inflation_rate" DOUBLE,
  "gdp" DOUBLE,
  "target" VARCHAR
);