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--- |
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task_categories: |
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- text-classification |
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- zero-shot-classification |
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- text-generation |
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- image-classification |
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language: |
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- ar |
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tags: |
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- multimodality |
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- text-image |
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- articles |
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- authors |
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- date |
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--- |
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# AMINA Newspaper Articles Dataset |
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We are pleased to introduce the **AMINA : An Arabic Multi-Purpose Integral News Articles Dataset** , a comprehensive collection of articles gathered from various reputable sources. This dataset is designed to facilitate research in natural language processing, journalism studies, and more. The articles are sourced from the following news outlets: |
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- Youm7 |
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- BBC |
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- CNN |
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- RT |
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- Elsharq |
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- ElRai |
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- Elspahe |
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- Hespress |
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## Paper Link |
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You can find more detailed information about the dataset in the accompanying paper [here](link-to-the-paper). |
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## Download Instructions |
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To download and utilize the dataset, you can use the following code snippets for each source: |
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```python |
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from datasets import load_dataset |
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# BBC articles |
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bbc = load_dataset("MohamedZayton/AMINA", data_files="BBC/BBC.csv") |
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``` |
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```python |
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from datasets import load_dataset |
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# CNN articles |
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cnn = load_dataset("MohamedZayton/AMINA", data_files="CNN/CNN.csv") |
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``` |
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```python |
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from datasets import load_dataset |
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# RT articles |
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rt = load_dataset("MohamedZayton/AMINA", data_files="RT/RT.csv") |
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``` |
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```python |
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from datasets import load_dataset |
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# Youm7 articles |
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youm_7 = load_dataset("MohamedZayton/AMINA", data_files="Youm7/Youm7.csv") |
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``` |
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```python |
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from datasets import load_dataset |
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# Hespress articles |
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hespress = load_dataset("MohamedZayton/AMINA", data_files="Hespress/Hespress.csv") |
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``` |
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```python |
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from datasets import load_dataset |
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# Elspahe articles |
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elspahe = load_dataset("MohamedZayton/AMINA", data_files="Elspahe/Elspahe.csv") |
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``` |
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```python |
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from datasets import load_dataset |
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# ElRai articles by category |
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elrai = load_dataset("MohamedZayton/AMINA", data_files="ElRai/*.csv") |
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``` |
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```python |
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from datasets import load_dataset |
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# ElSharq articles by category |
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elsharq = load_dataset("MohamedZayton/AMINA", data_files="ElSharq/*.csv") |
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``` |
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## Images Link |
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The Images for some articles for Youm7 and Elsharq newspaper [here](https://drive.google.com/drive/folders/1E4RqlxmKcj5AoO3pGZ6FrfdqLpaA1PHt?usp=sharing). |
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# Newspaper Column Attributes |
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This document details the attributes used in columns for various newspapers. |
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## BBC |
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- **Title**: The headline or main title of the article. |
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- **Article**: The main content or body of the article. |
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- **Article_Class**: The classification or category of the article. |
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- **Write_By**: The author or writer of the article. |
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- **Published Date**: The date the article was published. |
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## CNN |
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- **Title**: The headline or main title of the article. |
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- **Article**: The main content or body of the article. |
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- **Article_Class**: The classification or category of the article. |
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- **Published Date**: The date the article was published. |
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- **Updated Date**: The date the article was last updated. |
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## RT |
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- **Title**: The headline or main title of the article. |
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- **Article**: The main content or body of the article. |
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- **Article_Class**: The classification or category of the article. |
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- **Write_By**: The author or writer of the article. |
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- **Published Date**: The date the article was published. |
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## Youm7 |
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- **Title**: The headline or main title of the article. |
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- **Article**: The main content or body of the article. |
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- **Article_Class**: The classification or category of the article. |
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- **Write_By**: The author or writer of the article. |
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- **Published Date**: The date the article was published. |
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- **Image_id**: The unique identifier for the image associated with the article. |
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- **Caption**: The caption or description for the image. |
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## Hespress |
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- **Title**: The headline or main title of the article. |
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- **Article**: The main content or body of the article. |
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- **Article_Class**: The classification or category of the article. |
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- **Write_By**: The author or writer of the article. |
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- **Date**: The date the article was published. |
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## Elspahe |
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- **Title**: The headline or main title of the article. |
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- **Article**: The main content or body of the article. |
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- **Atrical_Class**: The classification or category of the article. |
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- **Date**: The date the article was published. |
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## Elrai |
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- **Title**: The headline or main title of the article. |
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- **Content**: The main content or body of the article. |
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- **Image_path**: The path to the image associated with the article. |
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- **Source**: The original source of the article. |
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- **Views**: The number of views the article has received. |
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- **Publishing_date**: The date the article was published. |
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- **Category**: The classification or category of the article. |
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## Elsharq |
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- **Title**: The headline or main title of the article. |
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- **Body**: The main content or body of the article. |
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- **Image Url**: The URL of the image associated with the article. |
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- **Image Caption**: The caption or description for the image. |
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- **Tags**: Keywords or tags associated with the article. |
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- **Tag-source**: The source of the tags. |
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- **Views**: The number of views the article has received. |
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- **Date**: The date the article was published. |
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- **Time**: The time the article was published. |
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- **Inner Class**: The inner classification or subcategory of the article. |
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- **Class**: The primary classification or category of the article. |
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## Citation |
