diff --git a/main_kmeans_clustering.ipynb b/main_kmeans_clustering.ipynb
index 7318de8..5c167fb 100644
--- a/main_kmeans_clustering.ipynb
+++ b/main_kmeans_clustering.ipynb
@@ -18,7 +18,7 @@
     "import matplotlib.pyplot as plt\n",
     "\n",
     "\n",
-    "# custom scipts \n",
+    "# custom scripts \n",
     "import scripts.read as read\n",
     "import scripts.prep as prep\n",
     "import scripts.kmeans as kmeans"
@@ -1009,6 +1009,17 @@
     "df_reduced"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# output files\n",
+    "# df_labels.to_csv('daytype.csv')\n",
+    "# df_reduced.to_csv('reduced_data.csv')"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 8,
diff --git a/scripts/__init__.py b/scripts/__init__.py
new file mode 100644
index 0000000..e69de29