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

# AmeoDataset

tags: Emotion, Arabic, Multi-class Classification

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

**Dataset Description:**

The 'AmeoDataset' consists of a collection of Arabic textual expressions, each annotated with multi-emotion labels. The dataset is designed for machine learning practitioners to train and test models on Arabic language multi-class classification tasks, specifically targeting the identification and classification of multiple emotions expressed in text. Each entry in the dataset includes a sentence or phrase in Arabic followed by a set of emotion labels that describe the emotional content of the text. The emotions are categorized into a predefined set of classes, ensuring a comprehensive representation of emotional expressions.

The dataset is annotated by native Arabic speakers who are familiar with the cultural context and emotional nuances of the Arabic language. This ensures high-quality annotations and relevance for the multi-emotion classification tasks. The dataset is suitable for researchers and developers working on Arabic sentiment analysis, emotion detection, and natural language processing applications targeting the Arabic-speaking audience.

**CSV Content Preview:**

```csv
text,label
"انا متأثر بانتظام الوقت والمصرحات","Sadness;Frustration;Disappointment"
"المعرفة هي عملية مهمة","Excitement;Satisfaction;Curiosity"
"أشعر بالحزن للغاية","Sadness;Depression"
"يتأخر الأسعار بشكل مستمر","Anxiety;Worry"
"نجحت في المسابقة الهندسية بفرح وسعادة","Joy;Pride;Relief"
```

**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 'Arabic multi-emotion dataset':

- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=Arabic+multi-emotion+dataset&dataset=AmeoDataset&tags=Emotion,+Arabic,+Multi-class+Classification
- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
