---
language:
- bg
task_categories:
- text-classification
---

#### Warning: This dataset contains content that includes toxic, offensive, or otherwise inappropriate language. 

The `toxic-data-bg` dataset consists of 4,384 manually annotated sentences across four categories: toxic language, medical terminology, non-toxic language, and terms related to minority communities.


![image/png](https://cdn-uploads.huggingface.co/production/uploads/640721cd5e6d06cc2cf35deb/a72a4CrV5nQ2ssfOTm87A.png)

The dataset an extention of the ["Hate speech detection in Bulgarian" dataset](http://www.pfeffer.at/data/bulgarian/) and consist of sentences of: 
- BG-Jargon
- BG-Nationalisti forum 
- BG-Mamma forum
- Proud.bg forum
- Framar.bg forum. 


The paper that presents the study is currently under review. The [conference presentation](https://docs.google.com/presentation/d/1CYQ5uU2lZgabUH5ap4br7-LCqoWZXlsXAG8Z5TfcIYc/edit?usp=sharing)
can give a bit of detail about this dataset.