Update README.md

README.md

@@ -25,7 +25,7 @@ architecture used for AI, NLP, and research.
 ## What's included
 - `Dataset_Sample.csv` : Sample rows with multilingual entries  
 - `languages.txt` : ISO codes of included languages  
-- `README.txt` : License and usage details  
+- `README.txt` : License and usage details
 
 ## License
 This free sample dataset is provided by **web.wiki** for evaluation, research, 
@@ -37,4 +37,14 @@ and educational purposes only.
 
 ## Citation
 If you use this dataset, please credit:  
-**The Web Index (web.wiki)** – Multilingual Wiki Dataset Sample
+**The Web Index (web.wiki)** – Multilingual Wiki Dataset Sample
+
+## Quick Usage
+
+You can load this dataset directly with 🤗 Datasets:
+
+```python
+from datasets import load_dataset
+
+dataset = load_dataset("thewebindex/multilingual-wiki-sample")
+print(dataset)