---
dataset_info:
  features:
  - name: text
    dtype: string
  - name: label
    dtype: string
  splits:
  - name: train
    num_bytes: 17127539
    num_examples: 188848
  download_size: 6446287
  dataset_size: 17127539
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
---

# Dataset Card for moroccan_darija_domain_classifier_dataset

This dataset is designed for text classification in Moroccan Darija, a dialect spoken in Morocco. It has been created synthetically using the Gemini-2.0-Flash model and is intended for fine-tuning the ModernBERT model. The dataset covers a wide range of domains, making it suitable for various NLP applications in Moroccan Darija.

## Dataset Details

### Dataset Description

- **Language:** Moroccan Darija
- **License:** [More Information Needed]

### Dataset Creation

The dataset has been created synthetically using the gemini-2.0-flash model

For dataset creation see the Github Repository : https://github.com/atlasia-ma/moroccan_darija_dataset_generator


## Uses


### Direct Use

This dataset is intended for training and evaluating text classification models in Moroccan Darija. It can be used for:

- Domain classification of Moroccan Darija text.

- Fine-tuning ModernBERT or similar transformer-based models.

- Fine-tuning LLM on Moroccan Darija

### Out-of-Scope Use

This dataset is not intended for:

- Applications involving hate speech or misinformation.

- Use cases outside Moroccan Darija text classification.

## Dataset Structure

The dataset consists of labeled text samples, each categorized into one of the following domains:

- Adult

- Arts_and_Entertainment

- Autos_and_Vehicles

- Beauty_and_Fitness

- Books_and_Literature

- Business_and_Industrial

- Computers_and_Electronics

- Finance

- Food_and_Drink

- Games

- Health

- Hobbies_and_Leisure

- Home_and_Garden

- Internet_and_Telecom

- Jobs_and_Education

- Law_and_Government

- News

- Online_Communities

- People_and_Society

- Pets_and_Animals

- Real_Estate

- Science

- Sensitive_Subjects

- Shopping

- Sports

- Travel_and_Transportation

Each entry in the dataset contains:

- **text**: A Moroccan Darija text sample.

- **label**: One of the predefined domain categories.



### Annotations

No validation was performed on the dataset, and it needs to be reviewed, as some expressions may not be 100% Moroccan Darija samples.


## Dataset Card Authors

ALABOUCH Salah-Eddine