Update README.md

README.md

@@ -20,7 +20,31 @@ dataset_info:
     num_examples: 851
   download_size: 50837
   dataset_size: 109030
+task_categories:
+- text-classification
+size_categories:
+- n<1K
 ---
-# Dataset Card for "darija-reviews"
+# darija-reviews
 
-[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+**Description**: This dataset small consists of product and service reviews from social media written in Darija, encompassing both Arabic and Arabizi writing styles. 
+Each review is categorized by its polarity (positive, negative, or neutral) and includes information about the domain or topic, as well as the writing style of the content. 
+The dataset encompasses a broad spectrum of topics, including clothing, cosmetics, entertainment, hospitality, IT, and other domains.
+
+**Size**: The dataset contains a total of 851 reviews.
+
+**Labels**:
+
+- Sentiment Labels: Positive, Negative, Neutral  
+- Topics: Automotive, Cleaning, Clothing, Cosmetics, Entertainment, Hospitality, Household Appliances, IT, Jewelry, Restaurants, and Other.  
+- Writing Styles: Arabic & Arabizi  
+
+**Usage**: This dataset can be used for ***evaluating*** the performance of sentiment analysis models in classifying the polarity (positive, negative, or neutral) of product and service reviews written in Darija.
+
+       
+**Examples**:
+
+- Positive IT Review (Arabic WS): "هاتف زوين عجبني"  
+- Negative Cosmetics Review (Arabizi WS): "Lwa7iid li fach kandirou wejhi kayt9lab blhboub manhar 9te3to ou lhbob hbso hada maysla7ch lbchra dohniya myidem bzzaf"  
+- Neutral Cleaning Review (Arabic WS): "خليه شوية على الطبيع ومسحي بشيفون فازك"