Depression prediction dataset based on online medical consultation

The relevant features of the LIWC psychological dictionary are extracted from the consultation text after preprocessing the depression consultation data collected from the online consultation platform File name: DepressionLevelPrediction-LIWC-Processed.csv Creation time: 2022-12-20 Function: explore the relationship between LIWC-based features and depression Data volume: 3859 Data format: utf8 Field description: ID: consultation record code Depression: degree of depression (3: severe; 2: moderate; 1: mild; 0: undiagnosed) Age: age Gender: gender (1: male 0: female) Region: Region (temporarily unused) Identity: Identity (not used temporarily) Socialize: sociality Emotion: Emotion Cognition: cognition Perception: Perception Physiology: physiology Gains or losses