Update README.md

README.md

@@ -93,59 +93,75 @@ elsharq = load_dataset("MohamedZayton/AMINA", data_files="ElSharq/*.csv")
 ## Images Link
 The Images for some articles for Youm7 and Elsharq newspaper [here](https://drive.google.com/drive/folders/1E4RqlxmKcj5AoO3pGZ6FrfdqLpaA1PHt?usp=sharing).
 
-# Newspaper Columns Attributes
+# Newspaper Column Attributes
+
+This document details the attributes used in columns for various newspapers.
 
 ## BBC
-- **Title**: Title of the article
-- **Article**: Full text of the article
-- **Article_Class**: Classification or category of the article
-- **Write_By**: Author or writer of the article
-- **Published Date**: Date when the article was published
+- **Title**: The headline or main title of the article.
+- **Article**: The main content or body of the article.
+- **Article_Class**: The classification or category of the article.
+- **Write_By**: The author or writer of the article.
+- **Published Date**: The date the article was published.
 
 ## CNN
-- **Title**: Title of the article
-- **Article**: Full text of the article
-- **Article_Class**: Classification or category of the article
-- **Published Date**: Date when the article was published
-- **Updated Date**: Date when the article was last updated
+- **Title**: The headline or main title of the article.
+- **Article**: The main content or body of the article.
+- **Article_Class**: The classification or category of the article.
+- **Published Date**: The date the article was published.
+- **Updated Date**: The date the article was last updated.
 
 ## RT
-- **Title**: Title of the article
-- **Article**: Full text of the article
-- **Article_Class**: Classification or category of the article
-- **Write_By**: Author or writer of the article
-- **Published Date**: Date when the article was published
+- **Title**: The headline or main title of the article.
+- **Article**: The main content or body of the article.
+- **Article_Class**: The classification or category of the article.
+- **Write_By**: The author or writer of the article.
+- **Published Date**: The date the article was published.
 
 ## Youm7
-- **Title**: Title of the article
-- **Article**: Full text of the article
-- **Article_Class**: Classification or category of the article
-- **Write_By**: Author or writer of the article
-- **Published Date**: Date when the article was published
-- **Image_id**: ID of the associated image
-- **Caption**: Caption for the associated image
+- **Title**: The headline or main title of the article.
+- **Article**: The main content or body of the article.
+- **Article_Class**: The classification or category of the article.
+- **Write_By**: The author or writer of the article.
+- **Published Date**: The date the article was published.
+- **Image_id**: The unique identifier for the image associated with the article.
+- **Caption**: The caption or description for the image.
 
 ## Hespress
-- **Title**: Title of the article
-- **Article**: Full text of the article
-- **Atricle_Class**: Classification or category of the article
-- **Write_By**: Author or writer of the article
-- **Date**: Date when the article was published
+- **Title**: The headline or main title of the article.
+- **Article**: The main content or body of the article.
+- **Article_Class**: The classification or category of the article.
+- **Write_By**: The author or writer of the article.
+- **Date**: The date the article was published.
 
 ## Elspahe
-- **Title**: Title of the article
-- **Article**: Full text of the article
-- **Atrical_Class**: Classification or category of the article
-- **Date**: Date when the article was published
-
-## Elrai & Elsharq
-- **Title**: Title of the article
-- **Content**: Full text of the article
-- **Image_path**: Path to the associated image
-- **Source**: Source of the article
-- **Views**: Number of views for the article
-- **Publishing_date**: Date when the article was published
-- **Category**: Category or classification of the article
+- **Title**: The headline or main title of the article.
+- **Article**: The main content or body of the article.
+- **Atrical_Class**: The classification or category of the article.
+- **Date**: The date the article was published.
+
+## Elrai
+- **Title**: The headline or main title of the article.
+- **Content**: The main content or body of the article.
+- **Image_path**: The path to the image associated with the article.
+- **Source**: The original source of the article.
+- **Views**: The number of views the article has received.
+- **Publishing_date**: The date the article was published.
+- **Category**: The classification or category of the article.
+
+## Elsharq
+- **Title**: The headline or main title of the article.
+- **Body**: The main content or body of the article.
+- **Image Url**: The URL of the image associated with the article.
+- **Image Caption**: The caption or description for the image.
+- **Tags**: Keywords or tags associated with the article.
+- **Tag-source**: The source of the tags.
+- **Views**: The number of views the article has received.
+- **Date**: The date the article was published.
+- **Time**: The time the article was published.
+- **Inner Class**: The inner classification or subcategory of the article.
+- **Class**: The primary classification or category of the article.
+
 
 
 ## Citation