diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..17929e9
Binary files /dev/null and b/requirements.txt differ
diff --git a/week2_analysis.ipynb b/week2_analysis.ipynb
index c98e561..4f71bb6 100644
--- a/week2_analysis.ipynb
+++ b/week2_analysis.ipynb
@@ -828,7 +828,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 33,
+   "execution_count": null,
    "id": "ef9b3354",
    "metadata": {},
    "outputs": [
@@ -852,6 +852,17 @@
      "text": [
       "\n"
      ]
+    },
+    {
+     "ename": "",
+     "evalue": "",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[1;31mThe Kernel crashed while executing code in the current cell or a previous cell. \n",
+      "\u001b[1;31mPlease review the code in the cell(s) to identify a possible cause of the failure. \n",
+      "\u001b[1;31mClick <a href='https://aka.ms/vscodeJupyterKernelCrash'>here</a> for more info. \n",
+      "\u001b[1;31mView Jupyter <a href='command:jupyter.viewOutput'>log</a> for further details."
+     ]
     }
    ],
    "source": [