mlmPenguin/toxic_conversations

# Toxic Conversation
This is a version of the [Jigsaw Unintended Bias in Toxicity Classification dataset](https://www.kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification/overview). It contains comments from the Civil Comments platform together with annotations if the comment is toxic or not.

10 annotators annotated each example and, as recommended in the task page, set a comment as toxic when target >= 0.5

The dataset is inbalanced, with only about 8% of the comments marked as toxic.

# 毒性对话数据集（Toxic Conversation）
本数据集为Jigsaw毒性分类意外偏差数据集（Jigsaw Unintended Bias in Toxicity Classification dataset）的衍生版本，原数据集详情可通过链接https://www.kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification/overview 查阅。本数据集收录了Civil Comments平台的评论数据，并附带了用于标注评论是否存在毒性的标注结果。
每个样本均由10名标注人员完成标注，且遵循该任务页面的建议，将目标评分≥0.5的评论标记为有毒言论。
该数据集存在类别不平衡问题，仅有约8%的评论被标记为有毒言论。