SetFit/toxic_conversations_50k

# 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.

This dataset just contains the first 50k training examples.

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.

原始信息汇总

Toxic Conversation 数据集概述

数据来源

• 该数据集是 Jigsaw Unintended Bias in Toxicity Classification 数据集 的一个版本。

数据内容

• 包含来自 Civil Comments 平台的评论，以及这些评论是否具有毒性的标注。
• 仅包含前 50,000 条训练样本。

标注情况

• 每条评论由 10 名标注者进行标注。
• 根据任务页面推荐，当目标值 >= 0.5 时，评论被标记为有毒。

数据平衡性

• 数据集不平衡，仅有约 8% 的评论被标记为有毒。