UniMind-21

UniMind-21 is a curated dataset from 633 undergraduate and graduate students at public universities in Bangladesh, combining the validated DASS-21 psychometric scale with 18 expert-selected contextual features (academic, financial, lifestyle, and psychosocial). Two files are included: the raw data (39 columns: 18 contextual features + 21 DASS-21 item responses) and the processed UniMind-21 dataset (21 columns: 18 contextual features + 3 binary target labels for Depression, Anxiety, and Stress). The processed version was derived by scoring the 21 DASS-21 items into three severity scales per standard DASS-21 protocol, mapping each to severity levels (Normal to Extremely Severe), and binarising them (Moderate and above = Positive; Normal/Mild = Negative). Collected under ethical approval from the Research and Innovation Centre, Khulna University (Ref: KUECC-2025-11-162).