cyraxsector / depression_severity_dataset

Data for "Early Identification of Depression Severity Levels on Reddit Using Ordinal Classification" paper accepted at The Web Conference '22

Early Identification of Depression Severity Levels on Reddit Using Ordinal Classification

This repository provides the dataset used in "Early Identification of Depression Severity Levels on Reddit Using Ordinal Classification", accepted at The Web Conference '22.

Data contains 2 columns:

Text and Label (Minimum, Mild, Moderate and Severe)

Below are the statistics of the four depression severity levels of the released data (used in our accepted Webconf (WWW) paper)

Depression Severity	Count
Minimum	2,587
Mild	290
Moderate	394
Severe	282

Citation

@inproceedings{naseem2022early,
  title={Early Identification of Depression Severity Levels on Reddit Using Ordinal Classification},
  author={Naseem, Usman and Dunn, Adam G and Kim, Jinman and Khushi, Matloob},
  booktitle={Proceedings of the ACM Web Conference 2022},
  pages={2563--2572},
  year={2022}
}