Name: Student Depression Dataset.
Creator: Kaggle
License: https://www.apache.org/licenses/

About this Dataset

Student Depression Dataset.

A student depression dataset typically contains data aimed at analyzing, understanding, and predicting depression levels among students. It may include features such as demographic information (age, gender), academic performance (grades, attendance), lifestyle habits (sleep patterns, exercise, social activities), mental health history, and responses to standardized depression scales.

These datasets are valuable for research in psychology, data science, and education to identify factors contributing to student depression and to design early intervention strategies. Ethical considerations like privacy, informed consent, and anonymization of data are crucial in working with such sensitive information.

File Structure

Format: CSV format
Rows: Each row represents an individual student.
Columns: Each column represents a specific feature or attribute.

Columns

ID: Unique identifier for each student.
Age: Age of the student.
Gender: Gender (e.g., Male, Female).
City: Geographic region
CGPA: Grade Point Average or other academic scores.
Sleep Duration: Average daily sleep duration.
Profession:
Work Pressure:
Academic Pressure:
Study Satisfaction:
Job Satisfaction:
Dietary Habits:
And much more

Target Variable

Depression_Status: Binary (Yes/No)

Tables

Student Depression Dataset

@kaggle.hopesb_student_depression_dataset.student_depression_dataset

349.26 kB
27,901 rows
18 columns

CREATE TABLE student_depression_dataset (
  "id" BIGINT,
  "gender" VARCHAR,
  "age" DOUBLE,
  "city" VARCHAR,
  "profession" VARCHAR,
  "academic_pressure" DOUBLE,
  "work_pressure" DOUBLE,
  "cgpa" DOUBLE,
  "study_satisfaction" DOUBLE,
  "job_satisfaction" DOUBLE,
  "sleep_duration" VARCHAR,
  "dietary_habits" VARCHAR,
  "degree" VARCHAR,
  "have_you_ever_had_suicidal_thoughts" VARCHAR  -- Have You Ever Had Suicidal Thoughts ?,
  "work_study_hours" DOUBLE,
  "financial_stress" DOUBLE,
  "family_history_of_mental_illness" VARCHAR,
  "depression" BIGINT
);