BullyDataset Overview

Dataset Description

• Source: Sina Weibo comment
• Purpose: Specifically for cyberbullying detection

Label Definition

• Bullying Comment: A Weibo comment that satisfies any of the following conditions:
  1. Uses gender‑discriminatory, racial or regional slurs.
  2. Uses abusive or insulting language to criticize others without reasonable justification.
  3. Clearly distorts facts or attempts to bias views on minority groups, making unfounded accusations.
  4. Expresses violent tendencies or curses toward minority groups.
  5. Contains attacks on a person’s appearance, body, or family members.
  6. Repeatedly posts negative comments, or calls on others to join the attack.
  7. Imposes an unwanted or insulting nickname on others.

Citation Information

• Authors: Nijia Lu, Guohua Wu, Zhen Zhang, Yitao Zheng, Yizhi Ren, Kim‑Kwang Raymond Choo
• Year: 2019
• Paper Title: Cyberbullying Detection in Social Media Text Based on Character‑level Convolutional Neural Networks with Shortcuts
• Contact: lunijia@hdu.edu.cn