diff --git a/lab-p6/lab-p6.ipynb b/lab-p6/lab-p6.ipynb
index 22696932da6bcfa3855571844cfe6ca0b7ca92df..0bceb70ed0c1c1ba94852a47cdcaf92bc9a2af0c 100644
--- a/lab-p6/lab-p6.ipynb
+++ b/lab-p6/lab-p6.ipynb
@@ -3,7 +3,7 @@
   {
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    "execution_count": null,
-   "id": "4de52395",
+   "id": "e874bf6a",
    "metadata": {
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@@ -23,10 +23,10 @@
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-     "shell.execute_reply": "2023-10-11T16:08:39.730249Z"
+     "iopub.execute_input": "2023-10-12T16:35:27.526790Z",
+     "iopub.status.busy": "2023-10-12T16:35:27.525789Z",
+     "iopub.status.idle": "2023-10-12T16:35:27.670937Z",
+     "shell.execute_reply": "2023-10-12T16:35:27.670937Z"
     }
    },
    "outputs": [],
@@ -45,6 +45,19 @@
     "# Lab-P6: Real-world Datasets (Power Generators in WI)"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "d32678a2",
+   "metadata": {
+    "deletable": false,
+    "editable": false
+   },
+   "source": [
+    "<h2 style=\"color:red\">Warning (Note on Academic Misconduct):</h2>\n",
+    "\n",
+    "Under any circumstances, **no more than two students are allowed to work together on a project** as mentioned in the course policies. If your code is flagged by our code similarity detection tools, **both partners will be responsible** for sharing/copying the code, even if the code is shared/copied by one of the partners with/from other non-partner student(s). Note that each case of plagiarism will be reported to the Dean of Students with a zero grade on the project. **If you think that someone cannot be your project partner then don’t make that student your lab partner.**"
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "6926bf1f",
@@ -141,10 +154,10 @@
    "id": "9d3acf35",
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-     "iopub.status.idle": "2023-10-11T16:08:39.745888Z",
-     "shell.execute_reply": "2023-10-11T16:08:39.745888Z"
+     "iopub.execute_input": "2023-10-12T16:35:27.675943Z",
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+     "iopub.status.idle": "2023-10-12T16:35:27.681764Z",
+     "shell.execute_reply": "2023-10-12T16:35:27.680759Z"
     }
    },
    "outputs": [],
@@ -161,10 +174,10 @@
    "id": "289f8744",
    "metadata": {
     "execution": {
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-     "iopub.status.idle": "2023-10-11T16:08:39.760278Z",
-     "shell.execute_reply": "2023-10-11T16:08:39.759264Z"
+     "iopub.execute_input": "2023-10-12T16:35:27.684766Z",
+     "iopub.status.busy": "2023-10-12T16:35:27.684766Z",
+     "iopub.status.idle": "2023-10-12T16:35:27.688792Z",
+     "shell.execute_reply": "2023-10-12T16:35:27.688792Z"
     }
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    "outputs": [],
@@ -185,10 +198,10 @@
    "id": "86dfacfb",
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-     "iopub.status.idle": "2023-10-11T16:08:40.015345Z",
-     "shell.execute_reply": "2023-10-11T16:08:40.014332Z"
+     "iopub.execute_input": "2023-10-12T16:35:27.691798Z",
+     "iopub.status.busy": "2023-10-12T16:35:27.691798Z",
+     "iopub.status.idle": "2023-10-12T16:35:27.708900Z",
+     "shell.execute_reply": "2023-10-12T16:35:27.708900Z"
     }
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    "outputs": [],
@@ -211,17 +224,6 @@
     "The variable `csv_data` stores the contents of the file `power_generators.csv` as a **list of lists** (i.e., `csv_data` is a **list**, and the elements of this list are **lists** themselves). In the next subsection, you will learn to access data stored within this data structure."
    ]
   },
-  {
-   "cell_type": "markdown",
-   "id": "ba0aef96",
-   "metadata": {},
-   "source": [
-    "<h2 style=\"color:red\">Warning (Note on Academic Misconduct):</h2>\n",
-    "\n",
-    "Under any circumstances, **no more than two students are allowed to work together on a project** as mentioned in the course policies. If your code is flagged by our code similarity detection tools, **both partners will be responsible** for sharing/copying the code, even if the code is shared/copied by one of the partners with/from other non-partner student(s). Note that each case of plagiarism will be reported to the Dean of Students with a zero grade on the project. **If you think that someone cannot be your project partner then don’t make that student your lab partner.** \n",
-    "<font color = \"red\">Project partners must submit only one copy of their project on Gradescope, but they must include the names of both partners.</font>"
-   ]
-  },
   {
    "cell_type": "markdown",
    "id": "5a9fde4d",
@@ -256,10 +258,10 @@
    "id": "fd70e628",
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-     "shell.execute_reply": "2023-10-11T16:08:40.031319Z"
+     "iopub.execute_input": "2023-10-12T16:35:27.712906Z",
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@@ -274,7 +276,7 @@
   {
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-   "id": "fb44fb49",
+   "id": "0abe9719",
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@@ -301,10 +303,10 @@
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@@ -334,10 +336,10 @@
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+     "iopub.execute_input": "2023-10-12T16:35:27.739546Z",
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@@ -352,7 +354,7 @@
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@@ -379,10 +381,10 @@
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+     "iopub.execute_input": "2023-10-12T16:35:27.754438Z",
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@@ -398,7 +400,7 @@
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-   "id": "0ddc43e4",
+   "id": "6d95c36e",
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@@ -425,10 +427,10 @@
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@@ -444,7 +446,7 @@
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@@ -484,10 +486,10 @@
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@@ -502,7 +504,7 @@
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@@ -548,10 +550,10 @@
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@@ -567,7 +569,7 @@
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@@ -611,10 +613,10 @@
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@@ -629,7 +631,7 @@
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@@ -669,10 +671,10 @@
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@@ -689,7 +691,7 @@
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@@ -720,10 +722,10 @@
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-     "shell.execute_reply": "2023-10-11T16:08:40.546941Z"
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@@ -762,10 +764,10 @@
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-     "shell.execute_reply": "2023-10-11T16:08:40.560550Z"
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@@ -782,7 +784,7 @@
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+   "id": "d688ace2",
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@@ -811,10 +813,10 @@
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@@ -830,7 +832,7 @@
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@@ -859,10 +861,10 @@
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-     "shell.execute_reply": "2023-10-11T16:08:40.606082Z"
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@@ -878,7 +880,7 @@
   {
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-   "id": "875678cc",
+   "id": "70929f2b",
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@@ -907,10 +909,10 @@
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@@ -926,7 +928,7 @@
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@@ -957,18 +959,19 @@
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-     "shell.execute_reply": "2023-10-11T16:08:40.656293Z"
+     "iopub.execute_input": "2023-10-12T16:35:27.919818Z",
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+     "shell.execute_reply": "2023-10-12T16:35:27.924981Z"
     },
     "tags": []
    },
    "outputs": [],
    "source": [
     "# replace the ... with your code\n",
-    "iron_generators = ... # initialize with the correct value\n",
-    "for idx in range(...): # loop through all the indices \n",
+    "\n",
+    "iron_generators = ... # initialize with the correct initial value\n",
+    "for idx in range(num_rows): # loop through all the indices \n",
     "    if ...: # use `cell` to determine if the power generator at `idx` is from the correct county\n",
     "        iron_generators += 1 # update the variable appropriately\n",
     "\n",
@@ -978,7 +981,7 @@
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-   "id": "c5452a49",
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@@ -1009,17 +1012,18 @@
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-     "shell.execute_reply": "2023-10-11T16:08:40.680230Z"
+     "iopub.execute_input": "2023-10-12T16:35:27.936335Z",
+     "iopub.status.busy": "2023-10-12T16:35:27.935335Z",
+     "iopub.status.idle": "2023-10-12T16:35:27.941805Z",
+     "shell.execute_reply": "2023-10-12T16:35:27.941805Z"
     },
     "tags": []
    },
    "outputs": [],
    "source": [
     "# replace the ... with your code\n",
-    "butter_solar_plants = ... # initialize as an empty list\n",
+    "\n",
+    "butter_solar_plants = [] # initialize as an empty list\n",
     "for idx in range(...): # loop through all the indices \n",
     "    if ...: # use `cell` to determine if the generator at `idx` is operated by the correct entity\n",
     "        butter_solar_plants.append(...) # use `cell` to append the `plant_name` to the list\n",
@@ -1030,7 +1034,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "d65409c9",
+   "id": "1f30195c",
    "metadata": {
     "deletable": false,
     "editable": false
@@ -1070,10 +1074,10 @@
    "id": "e92db997",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-10-11T16:08:40.697914Z",
-     "iopub.status.busy": "2023-10-11T16:08:40.696914Z",
-     "iopub.status.idle": "2023-10-11T16:08:40.703838Z",
-     "shell.execute_reply": "2023-10-11T16:08:40.703838Z"
+     "iopub.execute_input": "2023-10-12T16:35:27.952845Z",
+     "iopub.status.busy": "2023-10-12T16:35:27.951845Z",
+     "iopub.status.idle": "2023-10-12T16:35:27.956834Z",
+     "shell.execute_reply": "2023-10-12T16:35:27.956834Z"
     },
     "tags": []
    },
@@ -1122,10 +1126,10 @@
    "id": "53d43e13",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-10-11T16:08:40.712851Z",
-     "iopub.status.busy": "2023-10-11T16:08:40.711853Z",
-     "iopub.status.idle": "2023-10-11T16:08:40.721370Z",
-     "shell.execute_reply": "2023-10-11T16:08:40.720354Z"
+     "iopub.execute_input": "2023-10-12T16:35:27.960840Z",
+     "iopub.status.busy": "2023-10-12T16:35:27.959840Z",
+     "iopub.status.idle": "2023-10-12T16:35:27.964772Z",
+     "shell.execute_reply": "2023-10-12T16:35:27.964772Z"
     },
     "tags": []
    },
@@ -1140,7 +1144,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "e4f163a0",
+   "id": "c12859bb",
    "metadata": {
     "deletable": false,
     "editable": false
@@ -1182,10 +1186,10 @@
    "id": "860b716a",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-10-11T16:08:40.737334Z",
-     "iopub.status.busy": "2023-10-11T16:08:40.737334Z",
-     "iopub.status.idle": "2023-10-11T16:08:40.745054Z",
-     "shell.execute_reply": "2023-10-11T16:08:40.744040Z"
+     "iopub.execute_input": "2023-10-12T16:35:27.975572Z",
+     "iopub.status.busy": "2023-10-12T16:35:27.975572Z",
+     "iopub.status.idle": "2023-10-12T16:35:27.979870Z",
+     "shell.execute_reply": "2023-10-12T16:35:27.979870Z"
     },
     "tags": []
    },
@@ -1200,7 +1204,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "4dd3af40",
+   "id": "4b071fef",
    "metadata": {
     "deletable": false,
     "editable": false
@@ -1260,10 +1264,10 @@
    "id": "12a1d13e",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-10-11T16:08:40.760155Z",
-     "iopub.status.busy": "2023-10-11T16:08:40.760155Z",
-     "iopub.status.idle": "2023-10-11T16:08:40.767051Z",
-     "shell.execute_reply": "2023-10-11T16:08:40.766035Z"
+     "iopub.execute_input": "2023-10-12T16:35:27.990830Z",
+     "iopub.status.busy": "2023-10-12T16:35:27.989829Z",
+     "iopub.status.idle": "2023-10-12T16:35:27.994781Z",
+     "shell.execute_reply": "2023-10-12T16:35:27.994781Z"
     },
     "tags": []
    },
@@ -1278,7 +1282,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "f7ade6b2",
+   "id": "30ad10c4",
    "metadata": {
     "deletable": false,
     "editable": false
@@ -1307,10 +1311,10 @@
    "id": "ca2c107b",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-10-11T16:08:40.783613Z",
-     "iopub.status.busy": "2023-10-11T16:08:40.782613Z",
-     "iopub.status.idle": "2023-10-11T16:08:40.790374Z",
-     "shell.execute_reply": "2023-10-11T16:08:40.789359Z"
+     "iopub.execute_input": "2023-10-12T16:35:28.005649Z",
+     "iopub.status.busy": "2023-10-12T16:35:28.004650Z",
+     "iopub.status.idle": "2023-10-12T16:35:28.009790Z",
+     "shell.execute_reply": "2023-10-12T16:35:28.009790Z"
     },
     "tags": []
    },
@@ -1325,7 +1329,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "d45f9d53",
+   "id": "2db3adb8",
    "metadata": {
     "deletable": false,
     "editable": false
@@ -1352,10 +1356,10 @@
    "id": "292835fc",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-10-11T16:08:40.806104Z",
-     "iopub.status.busy": "2023-10-11T16:08:40.806104Z",
-     "iopub.status.idle": "2023-10-11T16:08:40.815637Z",
-     "shell.execute_reply": "2023-10-11T16:08:40.814625Z"
+     "iopub.execute_input": "2023-10-12T16:35:28.020846Z",
+     "iopub.status.busy": "2023-10-12T16:35:28.019845Z",
+     "iopub.status.idle": "2023-10-12T16:35:28.027378Z",
+     "shell.execute_reply": "2023-10-12T16:35:28.027378Z"
     },
     "scrolled": false,
     "tags": []
@@ -1365,8 +1369,8 @@
     "# replace the ... with your code\n",
     "sheboygan_winter_capacities = ... # initialize as an empty list\n",
     "for idx in range(...): # loop through all the indices \n",
-    "    if ...: # use `cell` to determine if the generator at `idx` is from Sheboygan\n",
-    "        sheboygan_winter_capacities.append(...) # use `cell` to append the `net_winter_capacity` to the list\n",
+    "    if ...: # use `cell` to determine if the `county` of the generator at `idx` is 'Sheboygan'\n",
+    "        sheboygan_winter_capacities.append(...) # use `cell` to append the `net_winter_capacity` of `idx` to the list\n",
     "\n",
     "sheboygan_winter_capacities"
    ]
@@ -1374,7 +1378,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "5c441436",
+   "id": "41127f70",
    "metadata": {
     "deletable": false,
     "editable": false
@@ -1425,7 +1429,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "f5b0df04",
+   "id": "a67983b6",
    "metadata": {
     "deletable": false,
     "editable": false
@@ -1440,10 +1444,10 @@
    "id": "e2adc274",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-10-11T16:08:40.831402Z",
-     "iopub.status.busy": "2023-10-11T16:08:40.830404Z",
-     "iopub.status.idle": "2023-10-11T16:08:40.837351Z",
-     "shell.execute_reply": "2023-10-11T16:08:40.836340Z"
+     "iopub.execute_input": "2023-10-12T16:35:28.038317Z",
+     "iopub.status.busy": "2023-10-12T16:35:28.038317Z",
+     "iopub.status.idle": "2023-10-12T16:35:28.042123Z",
+     "shell.execute_reply": "2023-10-12T16:35:28.042123Z"
     },
     "tags": []
    },
@@ -1459,7 +1463,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "80f567f9",
+   "id": "9bd1b003",
    "metadata": {
     "deletable": false,
     "editable": false
@@ -1486,10 +1490,10 @@
    "id": "4f80a8b9",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-10-11T16:08:40.852964Z",
-     "iopub.status.busy": "2023-10-11T16:08:40.852964Z",
-     "iopub.status.idle": "2023-10-11T16:08:40.860511Z",
-     "shell.execute_reply": "2023-10-11T16:08:40.859496Z"
+     "iopub.execute_input": "2023-10-12T16:35:28.052062Z",
+     "iopub.status.busy": "2023-10-12T16:35:28.052062Z",
+     "iopub.status.idle": "2023-10-12T16:35:28.056925Z",
+     "shell.execute_reply": "2023-10-12T16:35:28.056925Z"
     }
    },
    "outputs": [],
@@ -1530,10 +1534,10 @@
    "id": "fd0275a4",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-10-11T16:08:40.865510Z",
-     "iopub.status.busy": "2023-10-11T16:08:40.864511Z",
-     "iopub.status.idle": "2023-10-11T16:08:40.871626Z",
-     "shell.execute_reply": "2023-10-11T16:08:40.870608Z"
+     "iopub.execute_input": "2023-10-12T16:35:28.059930Z",
+     "iopub.status.busy": "2023-10-12T16:35:28.059930Z",
+     "iopub.status.idle": "2023-10-12T16:35:28.064419Z",
+     "shell.execute_reply": "2023-10-12T16:35:28.064419Z"
     },
     "tags": []
    },
@@ -1551,7 +1555,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "1b238c96",
+   "id": "147de45b",
    "metadata": {
     "deletable": false,
     "editable": false
@@ -1578,10 +1582,10 @@
    "id": "d160583d",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-10-11T16:08:40.886757Z",
-     "iopub.status.busy": "2023-10-11T16:08:40.885762Z",
-     "iopub.status.idle": "2023-10-11T16:08:40.894423Z",
-     "shell.execute_reply": "2023-10-11T16:08:40.893410Z"
+     "iopub.execute_input": "2023-10-12T16:35:28.075501Z",
+     "iopub.status.busy": "2023-10-12T16:35:28.074502Z",
+     "iopub.status.idle": "2023-10-12T16:35:28.079499Z",
+     "shell.execute_reply": "2023-10-12T16:35:28.079499Z"
     }
    },
    "outputs": [],
@@ -1640,10 +1644,10 @@
    "id": "3a6977d7",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-10-11T16:08:40.900424Z",
-     "iopub.status.busy": "2023-10-11T16:08:40.899424Z",
-     "iopub.status.idle": "2023-10-11T16:08:40.907238Z",
-     "shell.execute_reply": "2023-10-11T16:08:40.906220Z"
+     "iopub.execute_input": "2023-10-12T16:35:28.083507Z",
+     "iopub.status.busy": "2023-10-12T16:35:28.082506Z",
+     "iopub.status.idle": "2023-10-12T16:35:28.087704Z",
+     "shell.execute_reply": "2023-10-12T16:35:28.087704Z"
     },
     "tags": []
    },
@@ -1683,10 +1687,10 @@
    "id": "603cb84d",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-10-11T16:08:40.912237Z",
-     "iopub.status.busy": "2023-10-11T16:08:40.911238Z",
-     "iopub.status.idle": "2023-10-11T16:08:40.918215Z",
-     "shell.execute_reply": "2023-10-11T16:08:40.918215Z"
+     "iopub.execute_input": "2023-10-12T16:35:28.091710Z",
+     "iopub.status.busy": "2023-10-12T16:35:28.090710Z",
+     "iopub.status.idle": "2023-10-12T16:35:28.096027Z",
+     "shell.execute_reply": "2023-10-12T16:35:28.096027Z"
     },
     "tags": []
    },
@@ -1703,7 +1707,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "a3cd6d70",
+   "id": "ba5b50ee",
    "metadata": {
     "deletable": false,
     "editable": false
@@ -1730,10 +1734,10 @@
    "id": "bedf28a0",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-10-11T16:08:40.932876Z",
-     "iopub.status.busy": "2023-10-11T16:08:40.932876Z",
-     "iopub.status.idle": "2023-10-11T16:08:40.939328Z",
-     "shell.execute_reply": "2023-10-11T16:08:40.939328Z"
+     "iopub.execute_input": "2023-10-12T16:35:28.107230Z",
+     "iopub.status.busy": "2023-10-12T16:35:28.106230Z",
+     "iopub.status.idle": "2023-10-12T16:35:28.111425Z",
+     "shell.execute_reply": "2023-10-12T16:35:28.111425Z"
     },
     "tags": []
    },
@@ -1750,7 +1754,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "9ad7934b",
+   "id": "0c87519a",
    "metadata": {
     "deletable": false,
     "editable": false
@@ -1781,10 +1785,10 @@
    "id": "c35846bd",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-10-11T16:08:40.953426Z",
-     "iopub.status.busy": "2023-10-11T16:08:40.953426Z",
-     "iopub.status.idle": "2023-10-11T16:08:40.960765Z",
-     "shell.execute_reply": "2023-10-11T16:08:40.960765Z"
+     "iopub.execute_input": "2023-10-12T16:35:28.121972Z",
+     "iopub.status.busy": "2023-10-12T16:35:28.121972Z",
+     "iopub.status.idle": "2023-10-12T16:35:28.128309Z",
+     "shell.execute_reply": "2023-10-12T16:35:28.128309Z"
     },
     "tags": []
    },
@@ -1798,7 +1802,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "8f059b99",
+   "id": "d23c8113",
    "metadata": {
     "deletable": false,
     "editable": false
@@ -1827,10 +1831,10 @@
    "id": "6a605730",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-10-11T16:08:40.974759Z",
-     "iopub.status.busy": "2023-10-11T16:08:40.973757Z",
-     "iopub.status.idle": "2023-10-11T16:08:40.983084Z",
-     "shell.execute_reply": "2023-10-11T16:08:40.982067Z"
+     "iopub.execute_input": "2023-10-12T16:35:28.139653Z",
+     "iopub.status.busy": "2023-10-12T16:35:28.138653Z",
+     "iopub.status.idle": "2023-10-12T16:35:28.145407Z",
+     "shell.execute_reply": "2023-10-12T16:35:28.145407Z"
     },
     "tags": []
    },
@@ -1844,7 +1848,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "41529b6f",
+   "id": "acb12d7c",
    "metadata": {
     "deletable": false,
     "editable": false
@@ -1884,10 +1888,10 @@
    "id": "c038d028",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-10-11T16:08:40.995886Z",
-     "iopub.status.busy": "2023-10-11T16:08:40.995886Z",
-     "iopub.status.idle": "2023-10-11T16:08:41.004530Z",
-     "shell.execute_reply": "2023-10-11T16:08:41.003512Z"
+     "iopub.execute_input": "2023-10-12T16:35:28.156862Z",
+     "iopub.status.busy": "2023-10-12T16:35:28.156862Z",
+     "iopub.status.idle": "2023-10-12T16:35:28.162344Z",
+     "shell.execute_reply": "2023-10-12T16:35:28.162344Z"
     },
     "tags": []
    },
@@ -1899,7 +1903,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "f653f1a8",
+   "id": "22d54387",
    "metadata": {
     "deletable": false,
     "editable": false
@@ -1941,10 +1945,10 @@
    "id": "1baa001d",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-10-11T16:08:41.018464Z",
-     "iopub.status.busy": "2023-10-11T16:08:41.018464Z",
-     "iopub.status.idle": "2023-10-11T16:08:41.030203Z",
-     "shell.execute_reply": "2023-10-11T16:08:41.029189Z"
+     "iopub.execute_input": "2023-10-12T16:35:28.174237Z",
+     "iopub.status.busy": "2023-10-12T16:35:28.174237Z",
+     "iopub.status.idle": "2023-10-12T16:35:28.180967Z",
+     "shell.execute_reply": "2023-10-12T16:35:28.180967Z"
     },
     "tags": []
    },
@@ -1965,7 +1969,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "c2eeae0f",
+   "id": "7ad10103",
    "metadata": {
     "deletable": false,
     "editable": false
@@ -2016,10 +2020,10 @@
    "id": "01f0c7ef",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-10-11T16:08:41.045557Z",
-     "iopub.status.busy": "2023-10-11T16:08:41.045557Z",
-     "iopub.status.idle": "2023-10-11T16:08:41.054728Z",
-     "shell.execute_reply": "2023-10-11T16:08:41.053712Z"
+     "iopub.execute_input": "2023-10-12T16:35:28.192217Z",
+     "iopub.status.busy": "2023-10-12T16:35:28.192217Z",
+     "iopub.status.idle": "2023-10-12T16:35:28.197758Z",
+     "shell.execute_reply": "2023-10-12T16:35:28.197758Z"
     },
     "tags": []
    },
@@ -2036,7 +2040,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "818c80dc",
+   "id": "3dddd366",
    "metadata": {
     "deletable": false,
     "editable": false
@@ -2074,10 +2078,10 @@
    "id": "9451957f",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-10-11T16:08:41.068641Z",
-     "iopub.status.busy": "2023-10-11T16:08:41.068641Z",
-     "iopub.status.idle": "2023-10-11T16:08:41.076087Z",
-     "shell.execute_reply": "2023-10-11T16:08:41.075069Z"
+     "iopub.execute_input": "2023-10-12T16:35:28.208945Z",
+     "iopub.status.busy": "2023-10-12T16:35:28.207945Z",
+     "iopub.status.idle": "2023-10-12T16:35:28.213107Z",
+     "shell.execute_reply": "2023-10-12T16:35:28.213107Z"
     }
    },
    "outputs": [],
@@ -2102,10 +2106,10 @@
    "id": "7b4a75f3",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-10-11T16:08:41.080087Z",
-     "iopub.status.busy": "2023-10-11T16:08:41.080087Z",
-     "iopub.status.idle": "2023-10-11T16:08:41.087496Z",
-     "shell.execute_reply": "2023-10-11T16:08:41.086479Z"
+     "iopub.execute_input": "2023-10-12T16:35:28.217115Z",
+     "iopub.status.busy": "2023-10-12T16:35:28.216113Z",
+     "iopub.status.idle": "2023-10-12T16:35:28.221271Z",
+     "shell.execute_reply": "2023-10-12T16:35:28.221271Z"
     },
     "tags": []
    },
@@ -2120,7 +2124,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "a301fa1e",
+   "id": "a44af271",
    "metadata": {
     "deletable": false,
     "editable": false
@@ -2158,10 +2162,10 @@
    "id": "bc45050e",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-10-11T16:08:41.103066Z",
-     "iopub.status.busy": "2023-10-11T16:08:41.102069Z",
-     "iopub.status.idle": "2023-10-11T16:08:41.109887Z",
-     "shell.execute_reply": "2023-10-11T16:08:41.108870Z"
+     "iopub.execute_input": "2023-10-12T16:35:28.232074Z",
+     "iopub.status.busy": "2023-10-12T16:35:28.231075Z",
+     "iopub.status.idle": "2023-10-12T16:35:28.236246Z",
+     "shell.execute_reply": "2023-10-12T16:35:28.236246Z"
     },
     "tags": []
    },
@@ -2176,10 +2180,10 @@
    "id": "1151f0c8",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-10-11T16:08:41.113885Z",
-     "iopub.status.busy": "2023-10-11T16:08:41.112888Z",
-     "iopub.status.idle": "2023-10-11T16:08:41.118814Z",
-     "shell.execute_reply": "2023-10-11T16:08:41.117801Z"
+     "iopub.execute_input": "2023-10-12T16:35:28.239253Z",
+     "iopub.status.busy": "2023-10-12T16:35:28.239253Z",
+     "iopub.status.idle": "2023-10-12T16:35:28.242723Z",
+     "shell.execute_reply": "2023-10-12T16:35:28.242723Z"
     },
     "tags": []
    },
@@ -2205,10 +2209,10 @@
    "id": "720cefac",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-10-11T16:08:41.122817Z",
-     "iopub.status.busy": "2023-10-11T16:08:41.122817Z",
-     "iopub.status.idle": "2023-10-11T16:08:41.130162Z",
-     "shell.execute_reply": "2023-10-11T16:08:41.129151Z"
+     "iopub.execute_input": "2023-10-12T16:35:28.245729Z",
+     "iopub.status.busy": "2023-10-12T16:35:28.245729Z",
+     "iopub.status.idle": "2023-10-12T16:35:28.250573Z",
+     "shell.execute_reply": "2023-10-12T16:35:28.250573Z"
     }
    },
    "outputs": [],
@@ -2233,10 +2237,10 @@
    "id": "0b5a186a",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-10-11T16:08:41.135167Z",
-     "iopub.status.busy": "2023-10-11T16:08:41.134166Z",
-     "iopub.status.idle": "2023-10-11T16:08:41.142364Z",
-     "shell.execute_reply": "2023-10-11T16:08:41.141347Z"
+     "iopub.execute_input": "2023-10-12T16:35:28.253580Z",
+     "iopub.status.busy": "2023-10-12T16:35:28.253580Z",
+     "iopub.status.idle": "2023-10-12T16:35:28.258621Z",
+     "shell.execute_reply": "2023-10-12T16:35:28.258621Z"
     }
    },
    "outputs": [],
@@ -2273,10 +2277,10 @@
    "id": "96068c1d",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-10-11T16:08:41.146360Z",
-     "iopub.status.busy": "2023-10-11T16:08:41.146360Z",
-     "iopub.status.idle": "2023-10-11T16:08:41.156949Z",
-     "shell.execute_reply": "2023-10-11T16:08:41.155932Z"
+     "iopub.execute_input": "2023-10-12T16:35:28.262629Z",
+     "iopub.status.busy": "2023-10-12T16:35:28.261629Z",
+     "iopub.status.idle": "2023-10-12T16:35:28.268560Z",
+     "shell.execute_reply": "2023-10-12T16:35:28.268560Z"
     },
     "tags": []
    },
@@ -2288,7 +2292,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "2fe6db23",
+   "id": "e5f868d8",
    "metadata": {
     "deletable": false,
     "editable": false
@@ -2330,10 +2334,10 @@
    "id": "09aa8e71",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-10-11T16:08:41.172131Z",
-     "iopub.status.busy": "2023-10-11T16:08:41.171129Z",
-     "iopub.status.idle": "2023-10-11T16:08:41.180377Z",
-     "shell.execute_reply": "2023-10-11T16:08:41.179356Z"
+     "iopub.execute_input": "2023-10-12T16:35:28.279815Z",
+     "iopub.status.busy": "2023-10-12T16:35:28.278815Z",
+     "iopub.status.idle": "2023-10-12T16:35:28.284984Z",
+     "shell.execute_reply": "2023-10-12T16:35:28.284984Z"
     },
     "tags": []
    },
@@ -2351,7 +2355,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "b187b206",
+   "id": "d445eb40",
    "metadata": {
     "deletable": false,
     "editable": false
@@ -2405,10 +2409,10 @@
    "id": "9786714a",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2023-10-11T16:08:41.194420Z",
-     "iopub.status.busy": "2023-10-11T16:08:41.194420Z",
-     "iopub.status.idle": "2023-10-11T16:08:41.203402Z",
-     "shell.execute_reply": "2023-10-11T16:08:41.202391Z"
+     "iopub.execute_input": "2023-10-12T16:35:28.296159Z",
+     "iopub.status.busy": "2023-10-12T16:35:28.296159Z",
+     "iopub.status.idle": "2023-10-12T16:35:28.302882Z",
+     "shell.execute_reply": "2023-10-12T16:35:28.302882Z"
     },
     "tags": []
    },
@@ -2427,7 +2431,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "9831191c",
+   "id": "82366c6e",
    "metadata": {
     "deletable": false,
     "editable": false
@@ -2445,7 +2449,7 @@
     "editable": false
    },
    "source": [
-    "## Great work! You are now ready to start [P6](https://git.doit.wisc.edu/cdis/cs/courses/cs220/cs220-s23-projects/-/tree/main/p6)."
+    "## Great work! You are now ready to start [P6](https://git.doit.wisc.edu/cdis/cs/courses/cs220/cs220-f23-projects/-/tree/main/p6)."
    ]
   }
  ],