diff --git a/_notebooks/2023-05-15-DS-sorting.ipynb b/_notebooks/2023-05-15-DS-sorting.ipynb
index 3c1af29..0713d7b 100644
--- a/_notebooks/2023-05-15-DS-sorting.ipynb
+++ b/_notebooks/2023-05-15-DS-sorting.ipynb
@@ -208,16 +208,21 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [
     {
-     "ename": "",
-     "evalue": "",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[1;31mThe kernel failed to start as '/Users/jaggerklein/Library/Python/3.9/lib/python/site-packages/psutil/_psutil_osx.abi3.so' could not be imported from '/Users/jaggerklein/Library/Python/3.9/lib/python/site-packages/psutil/_psutil_osx.abi3.so, 0x0002'.\n",
-      "\u001b[1;31mClick <a href='https://aka.ms/kernelFailuresModuleImportErrFromFile'>here</a> for more info."
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Original\n",
+      "[{'name': 'Risa', 'age': 18, 'city': 'New York'}, {'name': 'John', 'age': 63, 'city': 'Eugene'}, {'name': 'Shekar', 'age': 18, 'city': 'San Francisco'}, {'name': 'Ryan', 'age': 21, 'city': 'Los Angeles'}]\n",
+      "name\n",
+      "[{'name': 'John', 'age': 63, 'city': 'Eugene'}, {'name': 'Risa', 'age': 18, 'city': 'New York'}, {'name': 'Ryan', 'age': 21, 'city': 'Los Angeles'}, {'name': 'Shekar', 'age': 18, 'city': 'San Francisco'}]\n",
+      "age\n",
+      "[{'name': 'Risa', 'age': 18, 'city': 'New York'}, {'name': 'Shekar', 'age': 18, 'city': 'San Francisco'}, {'name': 'Ryan', 'age': 21, 'city': 'Los Angeles'}, {'name': 'John', 'age': 63, 'city': 'Eugene'}]\n",
+      "city\n",
+      "[{'name': 'John', 'age': 63, 'city': 'Eugene'}, {'name': 'Ryan', 'age': 21, 'city': 'Los Angeles'}, {'name': 'Risa', 'age': 18, 'city': 'New York'}, {'name': 'Shekar', 'age': 18, 'city': 'San Francisco'}]\n"
      ]
     }
    ],
@@ -288,7 +293,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.6"
+   "version": "3.9.12"
   },
   "orig_nbformat": 4,
   "vscode": {