Update README.md

README.md

@@ -15,3 +15,28 @@ configs:
   - split: train
     path: data/train-*
 ---
+
+# PersonaHub with Business Keywords
+
+Filter from https://huggingface.co/datasets/proj-persona/PersonaHub
+
+I am using this code to filter the dataset
+
+```python
+from datasets import load_dataset, Dataset
+import random
+
+# Load the original dataset
+dataset = load_dataset('proj-persona/PersonaHub','persona',split='train')
+
+def filter_keywords(example):
+    keywords=["business","management"]
+    persona = example['persona'].lower()
+    return any(keyword in persona for keyword in keywords)
+
+# Apply the filter
+filtered_dataset = dataset.filter(filter_keywords)
+
+# Print the filtered dataset
+print(filtered_dataset)
+```