From f6069f4256ee525e965afbfe328f764b41983197 Mon Sep 17 00:00:00 2001
From: Brian Wright <brianwright@virginia.edu>
Date: Sun, 30 Nov 2025 19:51:59 +0000
Subject: [PATCH] updated the systems portion

---
 .../notebooks/Final_Project_Notebook.ipynb    | 44 +++++++++----------
 1 file changed, 20 insertions(+), 24 deletions(-)

diff --git a/ds1001_final/notebooks/Final_Project_Notebook.ipynb b/ds1001_final/notebooks/Final_Project_Notebook.ipynb
index c3d8790..0069340 100644
--- a/ds1001_final/notebooks/Final_Project_Notebook.ipynb
+++ b/ds1001_final/notebooks/Final_Project_Notebook.ipynb
@@ -36,7 +36,9 @@
    "source": [
     "### You should now be able to open your cloned repo in google collab, use the code below. \n",
     "\n",
-    "### Also it is very helpful to have the variable inspector open while you go through this process. To do so go to tools>command palette>show variable inspector"
+    "### It's very helpful to have the variable inspector open while you go through this process. To do so go to tools>command palette>show variable inspector\n",
+    "\n",
+    "### It's also helpful to open up the folder tree on the left menu bar. Just click on the folder icon and then the ds1001_final folder. The data is located in the data folder in the processed sub-folder. "
    ]
   },
   {
@@ -62,14 +64,12 @@
   {
    "cell_type": "code",
    "execution_count": null,
+   "id": "a2fd1d5c",
    "metadata": {},
    "outputs": [],
    "source": [
-    "!pip install \"XX\"\n",
-    "\n",
-    "#You'll likely need to install mice and fairlearn packages manually\n",
-    "#Are there additional packages to install? (Cross check with the list below to \n",
-    "# ensure all packages are installed)"
+    "# Activate the finalproject environment\n",
+    "!source ds1001_final/ds1001_final/finalproj/bin/activate"
    ]
   },
   {
@@ -80,9 +80,20 @@
    "outputs": [],
    "source": [
     "### You can use this command to list all the packages in your environment\n",
-    "!pip list\n",
-    "#To list all packages with their latest available versions, you can use:\n",
-    "!pip list --outdated"
+    "!pip list"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "!pip install \"XX\"\n",
+    "\n",
+    "#You'll likely need to install the fairlearn packages, if not already installed.\n",
+    "#Are there additional packages to install? (Cross check with the list above to \n",
+    "# ensure all packages are installed)"
    ]
   },
   {
@@ -105,21 +116,6 @@
     "from fairlearn.metrics import count, true_positive_rate, false_positive_rate, selection_rate, demographic_parity_ratio\n"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "7153d922",
-   "metadata": {
-    "vscode": {
-     "languageId": "markdown"
-    }
-   },
-   "outputs": [],
-   "source": [
-    "### What version of scikit-learn is current in the working environment?\n",
-    "i.\tIs that the latest version or not?"
-   ]
-  },
   {
    "cell_type": "markdown",
    "id": "7369da7c",