diff --git a/notebooks/enso-globus-flow.ipynb b/notebooks/enso-globus-flow.ipynb
index c0d9860..d4db2da 100644
--- a/notebooks/enso-globus-flow.ipynb
+++ b/notebooks/enso-globus-flow.ipynb
@@ -793,12 +793,21 @@
     "- All functions/libraries/packages need to be imported and defined within the function to execute\n",
     "- The output from the function needs to serializable (ex. xarray.Dataset, numpy.array)\n",
     "\n",
-    "Using these constraints, we setup the following function, with the key parameter being which model (`source_id`) to compare. Two examples here include The National Center for Atmospheric Research (NCAR) Model CESM2 and the Model for Interdisciplinary Research on Climate (MIROC) Model MIROC6."
+    "Using these constraints, we setup the following function, with the key parameter being which model (`source_id`) to compare. Two examples here include The National Center for Atmospheric Research (NCAR) Model CESM2 and the Model for Interdisciplinary Research on Climate (MIROC) Model MIROC6. Valid responses for this exercise include:\n",
+    "- `ACCESS-ESM1-5`\n",
+    "- `EC-Earth3-CC`\n",
+    "- `MPI-ESM1-2-LR`\n",
+    "- `CanESM5`\n",
+    "- `MIROC6`\n",
+    "- `EC-Earth3`\n",
+    "- `CESM2`\n",
+    "- `EC-Earth3-Veg`\n",
+    "- `NorCPM1`"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 62,
+   "execution_count": 102,
    "id": "2b74d939-f87d-4a44-9e4a-6643b7d04fe7",
    "metadata": {
     "tags": []
@@ -850,7 +859,7 @@
     "        # Determine the non-time dimensions and average using these\n",
     "        non_time_dims = set(tos_nino34_anom.dims)\n",
     "        non_time_dims.remove(ds.tos.cf[\"T\"].name)\n",
-    "        weighted_average = tos_nino34_anom.weighted(ds[\"areacello\"]).mean(dim=list(non_time_dims))\n",
+    "        weighted_average = tos_nino34_anom.weighted(ds[\"areacello\"].fillna(0)).mean(dim=list(non_time_dims))\n",
     "\n",
     "        # Calculate the rolling average\n",
     "        rolling_average = weighted_average.rolling(time=5, center=True).mean()\n",
@@ -920,7 +929,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 63,
+   "execution_count": 106,
    "id": "fe8d9e8b-e38d-41a5-b5f6-df9916d69f83",
    "metadata": {
     "tags": []
@@ -942,7 +951,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 64,
+   "execution_count": 107,
    "id": "0aa43e9e-6840-4b46-9a0c-ceeef8ca7e1e",
    "metadata": {
     "tags": []
@@ -954,7 +963,7 @@
        "Executor<ep_id:6836803d-9831-4dc5-b159-eb658250e4bc; tg_id:None; bs:128>"
       ]
      },
-     "execution_count": 64,
+     "execution_count": 107,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -977,7 +986,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 65,
+   "execution_count": 108,
    "id": "664c9fd2-8822-4e34-9c2b-8558c489e487",
    "metadata": {
     "tags": []
@@ -1633,7 +1642,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 78,
+   "execution_count": 113,
    "id": "aa5d4f65-a8ef-4ed0-bd6e-f49efb4f23ab",
    "metadata": {
     "tags": []
@@ -1690,7 +1699,7 @@
     "        # Determine the non-time dimensions and average using these\n",
     "        non_time_dims = set(tos_nino34_anom.dims)\n",
     "        non_time_dims.remove(ds.tos.cf[\"T\"].name)\n",
-    "        weighted_average = tos_nino34_anom.weighted(ds[\"areacello\"]).mean(dim=list(non_time_dims))\n",
+    "        weighted_average = tos_nino34_anom.weighted(ds[\"areacello\"].fillna(0)).mean(dim=list(non_time_dims))\n",
     "\n",
     "        # Calculate the rolling average\n",
     "        rolling_average = weighted_average.rolling(time=5, center=True).mean()\n",
@@ -1749,7 +1758,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 79,
+   "execution_count": 114,
    "id": "6ef8039b-b894-42b3-af19-dff99a6cff11",
    "metadata": {
     "tags": []
@@ -2274,12 +2283,12 @@
      "data": {
       "application/vnd.holoviews_exec.v0+json": "",
       "text/html": [
-       "<div id='p1836'>\n",
-       "  <div id=\"fe6515f8-8014-4d88-afcc-81e4c449e883\" data-root-id=\"p1836\" style=\"display: contents;\"></div>\n",
+       "<div id='p1979'>\n",
+       "  <div id=\"be859ba0-9d7f-40bd-a0df-2b301c8b2fa9\" data-root-id=\"p1979\" style=\"display: contents;\"></div>\n",
        "</div>\n",
        "<script type=\"application/javascript\">(function(root) {\n",
-       "  var docs_json = {\"e6f58b87-1cec-4b66-85d0-bb42c1391cc7\":{\"version\":\"3.4.0\",\"title\":\"Bokeh Application\",\"roots\":[{\"type\":\"object\",\"name\":\"panel.models.browser.BrowserInfo\",\"id\":\"p1836\"},{\"type\":\"object\",\"name\":\"panel.models.comm_manager.CommManager\",\"id\":\"p1837\",\"attributes\":{\"plot_id\":\"p1836\",\"comm_id\":\"33d87db6d87140b6af1a469c5b21753c\",\"client_comm_id\":\"f1f5dae1078b496c9a89fcf68f80185f\"}}],\"defs\":[{\"type\":\"model\",\"name\":\"ReactiveHTML1\"},{\"type\":\"model\",\"name\":\"FlexBox1\",\"properties\":[{\"name\":\"align_content\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"align_items\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"flex_direction\",\"kind\":\"Any\",\"default\":\"row\"},{\"name\":\"flex_wrap\",\"kind\":\"Any\",\"default\":\"wrap\"},{\"name\":\"gap\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"justify_content\",\"kind\":\"Any\",\"default\":\"flex-start\"}]},{\"type\":\"model\",\"name\":\"FloatPanel1\",\"properties\":[{\"name\":\"config\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"contained\",\"kind\":\"Any\",\"default\":true},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"right-top\"},{\"name\":\"offsetx\",\"kind\":\"Any\",\"default\":null},{\"name\":\"offsety\",\"kind\":\"Any\",\"default\":null},{\"name\":\"theme\",\"kind\":\"Any\",\"default\":\"primary\"},{\"name\":\"status\",\"kind\":\"Any\",\"default\":\"normalized\"}]},{\"type\":\"model\",\"name\":\"GridStack1\",\"properties\":[{\"name\":\"mode\",\"kind\":\"Any\",\"default\":\"warn\"},{\"name\":\"ncols\",\"kind\":\"Any\",\"default\":null},{\"name\":\"nrows\",\"kind\":\"Any\",\"default\":null},{\"name\":\"allow_resize\",\"kind\":\"Any\",\"default\":true},{\"name\":\"allow_drag\",\"kind\":\"Any\",\"default\":true},{\"name\":\"state\",\"kind\":\"Any\",\"default\":[]}]},{\"type\":\"model\",\"name\":\"drag1\",\"properties\":[{\"name\":\"slider_width\",\"kind\":\"Any\",\"default\":5},{\"name\":\"slider_color\",\"kind\":\"Any\",\"default\":\"black\"},{\"name\":\"value\",\"kind\":\"Any\",\"default\":50}]},{\"type\":\"model\",\"name\":\"click1\",\"properties\":[{\"name\":\"terminal_output\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"debug_name\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"clears\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"FastWrapper1\",\"properties\":[{\"name\":\"object\",\"kind\":\"Any\",\"default\":null},{\"name\":\"style\",\"kind\":\"Any\",\"default\":null}]},{\"type\":\"model\",\"name\":\"NotificationAreaBase1\",\"properties\":[{\"name\":\"js_events\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"bottom-right\"},{\"name\":\"_clear\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"NotificationArea1\",\"properties\":[{\"name\":\"js_events\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"notifications\",\"kind\":\"Any\",\"default\":[]},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"bottom-right\"},{\"name\":\"_clear\",\"kind\":\"Any\",\"default\":0},{\"name\":\"types\",\"kind\":\"Any\",\"default\":[{\"type\":\"map\",\"entries\":[[\"type\",\"warning\"],[\"background\",\"#ffc107\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-exclamation-triangle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]},{\"type\":\"map\",\"entries\":[[\"type\",\"info\"],[\"background\",\"#007bff\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-info-circle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]}]}]},{\"type\":\"model\",\"name\":\"Notification\",\"properties\":[{\"name\":\"background\",\"kind\":\"Any\",\"default\":null},{\"name\":\"duration\",\"kind\":\"Any\",\"default\":3000},{\"name\":\"icon\",\"kind\":\"Any\",\"default\":null},{\"name\":\"message\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"notification_type\",\"kind\":\"Any\",\"default\":null},{\"name\":\"_destroyed\",\"kind\":\"Any\",\"default\":false}]},{\"type\":\"model\",\"name\":\"TemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"BootstrapTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"TemplateEditor1\",\"properties\":[{\"name\":\"layout\",\"kind\":\"Any\",\"default\":[]}]},{\"type\":\"model\",\"name\":\"MaterialTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"copy_to_clipboard1\",\"properties\":[{\"name\":\"fill\",\"kind\":\"Any\",\"default\":\"none\"},{\"name\":\"value\",\"kind\":\"Any\",\"default\":null}]}]}};\n",
-       "  var render_items = [{\"docid\":\"e6f58b87-1cec-4b66-85d0-bb42c1391cc7\",\"roots\":{\"p1836\":\"fe6515f8-8014-4d88-afcc-81e4c449e883\"},\"root_ids\":[\"p1836\"]}];\n",
+       "  var docs_json = {\"9d2ee785-689a-4014-a60b-915e7453a507\":{\"version\":\"3.4.0\",\"title\":\"Bokeh Application\",\"roots\":[{\"type\":\"object\",\"name\":\"panel.models.browser.BrowserInfo\",\"id\":\"p1979\"},{\"type\":\"object\",\"name\":\"panel.models.comm_manager.CommManager\",\"id\":\"p1980\",\"attributes\":{\"plot_id\":\"p1979\",\"comm_id\":\"ebc72233b8264369b0b56b683015592e\",\"client_comm_id\":\"4e0274c8bfb74f78917b76ed1ad0836e\"}}],\"defs\":[{\"type\":\"model\",\"name\":\"ReactiveHTML1\"},{\"type\":\"model\",\"name\":\"FlexBox1\",\"properties\":[{\"name\":\"align_content\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"align_items\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"flex_direction\",\"kind\":\"Any\",\"default\":\"row\"},{\"name\":\"flex_wrap\",\"kind\":\"Any\",\"default\":\"wrap\"},{\"name\":\"gap\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"justify_content\",\"kind\":\"Any\",\"default\":\"flex-start\"}]},{\"type\":\"model\",\"name\":\"FloatPanel1\",\"properties\":[{\"name\":\"config\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"contained\",\"kind\":\"Any\",\"default\":true},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"right-top\"},{\"name\":\"offsetx\",\"kind\":\"Any\",\"default\":null},{\"name\":\"offsety\",\"kind\":\"Any\",\"default\":null},{\"name\":\"theme\",\"kind\":\"Any\",\"default\":\"primary\"},{\"name\":\"status\",\"kind\":\"Any\",\"default\":\"normalized\"}]},{\"type\":\"model\",\"name\":\"GridStack1\",\"properties\":[{\"name\":\"mode\",\"kind\":\"Any\",\"default\":\"warn\"},{\"name\":\"ncols\",\"kind\":\"Any\",\"default\":null},{\"name\":\"nrows\",\"kind\":\"Any\",\"default\":null},{\"name\":\"allow_resize\",\"kind\":\"Any\",\"default\":true},{\"name\":\"allow_drag\",\"kind\":\"Any\",\"default\":true},{\"name\":\"state\",\"kind\":\"Any\",\"default\":[]}]},{\"type\":\"model\",\"name\":\"drag1\",\"properties\":[{\"name\":\"slider_width\",\"kind\":\"Any\",\"default\":5},{\"name\":\"slider_color\",\"kind\":\"Any\",\"default\":\"black\"},{\"name\":\"value\",\"kind\":\"Any\",\"default\":50}]},{\"type\":\"model\",\"name\":\"click1\",\"properties\":[{\"name\":\"terminal_output\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"debug_name\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"clears\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"FastWrapper1\",\"properties\":[{\"name\":\"object\",\"kind\":\"Any\",\"default\":null},{\"name\":\"style\",\"kind\":\"Any\",\"default\":null}]},{\"type\":\"model\",\"name\":\"NotificationAreaBase1\",\"properties\":[{\"name\":\"js_events\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"bottom-right\"},{\"name\":\"_clear\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"NotificationArea1\",\"properties\":[{\"name\":\"js_events\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"notifications\",\"kind\":\"Any\",\"default\":[]},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"bottom-right\"},{\"name\":\"_clear\",\"kind\":\"Any\",\"default\":0},{\"name\":\"types\",\"kind\":\"Any\",\"default\":[{\"type\":\"map\",\"entries\":[[\"type\",\"warning\"],[\"background\",\"#ffc107\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-exclamation-triangle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]},{\"type\":\"map\",\"entries\":[[\"type\",\"info\"],[\"background\",\"#007bff\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-info-circle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]}]}]},{\"type\":\"model\",\"name\":\"Notification\",\"properties\":[{\"name\":\"background\",\"kind\":\"Any\",\"default\":null},{\"name\":\"duration\",\"kind\":\"Any\",\"default\":3000},{\"name\":\"icon\",\"kind\":\"Any\",\"default\":null},{\"name\":\"message\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"notification_type\",\"kind\":\"Any\",\"default\":null},{\"name\":\"_destroyed\",\"kind\":\"Any\",\"default\":false}]},{\"type\":\"model\",\"name\":\"TemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"BootstrapTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"TemplateEditor1\",\"properties\":[{\"name\":\"layout\",\"kind\":\"Any\",\"default\":[]}]},{\"type\":\"model\",\"name\":\"MaterialTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"copy_to_clipboard1\",\"properties\":[{\"name\":\"fill\",\"kind\":\"Any\",\"default\":\"none\"},{\"name\":\"value\",\"kind\":\"Any\",\"default\":null}]}]}};\n",
+       "  var render_items = [{\"docid\":\"9d2ee785-689a-4014-a60b-915e7453a507\",\"roots\":{\"p1979\":\"be859ba0-9d7f-40bd-a0df-2b301c8b2fa9\"},\"root_ids\":[\"p1979\"]}];\n",
        "  var docs = Object.values(docs_json)\n",
        "  if (!docs) {\n",
        "    return\n",
@@ -2343,7 +2352,7 @@
      },
      "metadata": {
       "application/vnd.holoviews_exec.v0+json": {
-       "id": "p1836"
+       "id": "p1979"
       }
      },
      "output_type": "display_data"
@@ -2441,7 +2450,7 @@
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "73de2ceb9d6b4480b29924ea7f94ad51",
+       "model_id": "a31915135dd14b1787f49af48acc797d",
        "version_major": 2,
        "version_minor": 0
       },
@@ -2455,7 +2464,7 @@
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "7fe0241785be4c628b07c327911ccea5",
+       "model_id": "b21d8a25f63744f88189f2e22d71ab1f",
        "version_major": 2,
        "version_minor": 0
       },
@@ -2469,7 +2478,7 @@
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "b8859781fbba49009d320fd80fc8cf2a",
+       "model_id": "7b166961d6d24486bef89a97b40b39cd",
        "version_major": 2,
        "version_minor": 0
       },
@@ -2486,13 +2495,13 @@
        "'/Users/mgrover/git_repos/esgf-cookbook/notebooks/plot.html'"
       ]
      },
-     "execution_count": 79,
+     "execution_count": 114,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "sample = run_plot_enso(source_id=\"CESM2\", return_path=True)\n",
+    "sample = run_plot_enso(source_id=\"MPI-ESM1-2-LR\", return_path=True)\n",
     "sample"
    ]
   },