Update 2-Working-With-Data/08-data-preparation/notebook.ipynb

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

2-Working-With-Data/08-data-preparation/notebook.ipynb

@@ -3997,6 +3997,7 @@
       "metadata": {},
       "outputs": [],
       "source": [
+        "try:\n",
         "    from rapidfuzz import process, fuzz\n",
         "\n",
         "    # Function to find potential duplicates\n",
@@ -4039,7 +4040,9 @@
         "            matching_rows = dirty_data[dirty_data['name'] == name]\n",
         "            print(f\"  '{name}': {len(matching_rows)} occurrence(s)\")\n",
         "            for _, row in matching_rows.iterrows():\n",
-        "            print(f\"    - Customer {row['customer_id']}: age={row['age']}, country={row['country']}\")"
+        "                print(f\"    - Customer {row['customer_id']}: age={row['age']}, country={row['country']}\")\n",
+        "except ImportError:\n",
+        "    print(\"rapidfuzz is not installed. Skipping fuzzy matching for near-duplicates.\")"
       ]
     },
     {