Early Suicide Prediction

Summary

Rows: 1,099 Columns: 12 Missing Values: None File Format: CSV 📌 Column Descriptions Column Name Description Age Age of the student (Integer) Gender Gender identity (e.g., Male, Female) Stress Level Level of stress reported (e.g., Low, Moderate, High) Academic Performance Self-reported academic performance (e.g., Good, Poor, Average) Health Condition General physical health (e.g., Normal, Fair, Abnormal) Relationship Condition Current relationship status (e.g., Single, In a relationship, Breakup) Family Problem Any existing family issues (e.g., None, Financial, Parental conflict) Depression Level Level of depression (e.g., Sometimes, Often, Always) Anxiety Level Level of anxiety (e.g., Sometimes, Often, Always) Mental Support Type of support system (e.g., Family, Friends, Loneliness) Self Harm Story Past self-harm experience (Yes/No) Suicide Attempt History or thought of suicide (e.g., Never Thought, Thought, Attempted) 💡 Potential Use Cases Suicide Risk Prediction using classification algorithms.

Mental Health Monitoring across student populations. Behavioral Health Trend Analysis in educational institutions. Stress and Depression Correlation Studies.