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