Merge pull request #130 from gperdrizet/dev

Updated output saving in activity notebook

Author: gperdrizet

notebooks/unit2/lesson_16/Lesson_16_activity.ipynb

@@ -27,6 +27,8 @@
    "metadata": {},
    "outputs": [],
    "source": [
+    "from pathlib import Path\n",
+    "\n",
     "import pandas as pd\n",
     "import numpy as np\n",
     "import matplotlib.pyplot as plt\n",
@@ -172,8 +174,12 @@
    "metadata": {},
    "outputs": [],
    "source": [
+    "# Create output directory if it doesn't exist\n",
+    "output_directory = 'data/outputs'\n",
+    "Path(output_directory).mkdir(parents=True, exist_ok=True)\n",
+    "\n",
     "# Save a copy of the engineered dataframe\n",
-    "housing_df.to_csv('housing_df.csv', index=False)"
+    "housing_df.to_csv('data/outputs/housing_df.csv', index=False)"
    ]
   },
   {