Update README.md

README.md

@@ -31,7 +31,6 @@ Features are from three different classes:
 - **24** extracted from the content of their correspondent pages
 - **7** are extracetd by querying external services.
 
-
 ## Details
 
 - **Funded by:** Abdelhakim Hannousse, Salima Yahiouche
@@ -52,7 +51,35 @@ For details, please refer to the paper.
   <em>Source: Extract form the <a href="https://arxiv.org/abs/2010.12847">paper</a></em>
 </p>
 
+## Load Dataset
+
+- With **datasets**
+```python
+from datasets import load_dataset
+
+dataset = load_dataset("pirocheto/phishing-url")
+```
+
+- With **pandas** and **huggingface_hub**
+```python
+import pandas as pd
+from huggingface_hub import hf_hub_download
 
+REPO_ID = "pirocheto/phishing-url"
+FILENAME = "data.csv"
+
+dataset = pd.read_csv(
+    hf_hub_download(repo_id=REPO_ID, filename=FILENAME, repo_type="dataset")
+)
+```
+
+- With **pandas** only
+```python
+import pandas as pd
+
+url = "https://huggingface.co/datasets/pirocheto/phishing-url/raw/main/data.csv"
+df = pd.read_csv(url)
+```
 
 ## Citation