license:mit size_categories:n<1K format:csv modality:tabular library:datasets library:pandas library:mlcroissant library:polars region:us infinite-dataset-hub synthetic
---
license: mit
tags:
- infinite-dataset-hub
- synthetic
---

# ToxicityReactionSet

tags: Classification, Natural Language Processing, Social Media

_Note: This is an AI-generated dataset so its content may be inaccurate or false_

**Dataset Description:** The 'ToxicityReactionSet' dataset comprises social media comments collected from various platforms that have been flagged for potential toxicity. This dataset is curated for natural language processing tasks, specifically for the classification of toxic comments. Each comment is labeled with one of several categories reflecting different forms of toxicity, such as hate speech, offensive language, threats, or personal attacks. The goal is to train machine learning models to automatically detect and classify toxic comments to foster healthier online communities.

**CSV Content Preview:**

```
CommentID,Text,Label
001,"You're an idiot, leave me alone!",HateSpeech
002,"This post is the worst thing I've ever seen, trash!",OffensiveLanguage
003,"Why don't you just shut up already?",PersonalAttack
004,"I can't stand working with you, you're useless!",OffensiveLanguage
005,"If you don't like it, stop responding.",Threat
```

**Source of the data:**

The dataset was generated using the [Infinite Dataset Hub](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub) and microsoft/Phi-3-mini-4k-instruct using the query 'Toxic comment detection ':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=Toxic+comment+detection+&dataset=ToxicityReactionSet&tags=Classification,+Natural+Language+Processing,+Social+Media
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
