diff --git a/Examples.ipynb b/Examples.ipynb
index f92a4eb..5615144 100644
--- a/Examples.ipynb
+++ b/Examples.ipynb
@@ -3,9 +3,21 @@
   {
    "cell_type": "code",
    "execution_count": 1,
-   "id": "5d903700",
+   "id": "93a1c172",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "ename": "SyntaxError",
+     "evalue": "invalid syntax (d8error.py, line 104)",
+     "output_type": "error",
+     "traceback": [
+      "Traceback \u001b[1;36m(most recent call last)\u001b[0m:\n",
+      "  File \u001b[0;32m\"C:\\Users\\enlig\\miniconda3\\envs\\otter-grader\\lib\\site-packages\\IPython\\core\\interactiveshell.py\"\u001b[0m, line \u001b[0;32m3343\u001b[0m, in \u001b[0;35mrun_code\u001b[0m\n    exec(code_obj, self.user_global_ns, self.user_ns)\n",
+      "\u001b[1;36m  File \u001b[1;32m\"<ipython-input-1-362f5b1c42a4>\"\u001b[1;36m, line \u001b[1;32m4\u001b[1;36m, in \u001b[1;35m<module>\u001b[1;36m\u001b[0m\n\u001b[1;33m    import d8error\u001b[0m\n",
+      "\u001b[1;36m  File \u001b[1;32m\"c:\\Users\\enlig\\Downloads\\bp-exceptionfeedback\\d8error.py\"\u001b[1;36m, line \u001b[1;32m104\u001b[0m\n\u001b[1;33m    display(Markdown(\"##\" + self.errorname + \"## \" + \"line \" self.lineNo))\u001b[0m\n\u001b[1;37m                                                                ^\u001b[0m\n\u001b[1;31mSyntaxError\u001b[0m\u001b[1;31m:\u001b[0m invalid syntax\n"
+     ]
+    }
+   ],
    "source": [
     "from IPython.core.display import display, HTML, Markdown\n",
     "import numpy as np\n",
@@ -15,8 +27,8 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
-   "id": "05cbb742",
+   "execution_count": null,
+   "id": "4fd33e94",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -26,8 +38,8 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
-   "id": "a168489c",
+   "execution_count": null,
+   "id": "e1b2fd80",
    "metadata": {},
    "outputs": [
     {
@@ -119,6 +131,20 @@
       "                         \"Using two different incompatible object types in an operation like comparison, `3 == [3,3]`. Notice here we want to use a list and number, but this kind of operation isn't allowed, one needs to convert to array with `make_array` or review the problem specifications\"\n",
       "                    ]\n",
       "               }\n",
+      "          },\n",
+      "          {\n",
+      "               \"scatter() missing 1 required positional\": {\n",
+      "                    \"helptext\": [\n",
+      "                         \"Need to include give x and y column names as string, like `tbl.scatter(x_column, y_column)`\"\n",
+      "                    ]\n",
+      "               }\n",
+      "          },\n",
+      "          {\n",
+      "               \"with_column() missing 1 required positional argument\": {\n",
+      "                    \"helptext\": [\n",
+      "                         \"Need to give both the column name and the data as an array\"\n",
+      "                    ]\n",
+      "               }\n",
       "          }\n",
       "     ],\n",
       "     \"ValueError\": [\n",
@@ -135,6 +161,14 @@
       "                         \"Misspelling a column label, or using a column name that isn't in the table\"\n",
       "                    ]\n",
       "               }\n",
+      "          },\n",
+      "          {\n",
+      "               \"not in labels\": {\n",
+      "                    \"helptext\": [\n",
+      "                         \"Using a label not in the table, should use full name `duration (standard units)` not just `duration`\",\n",
+      "                         \"Not using proper spacing in `duration (standard units)`\"\n",
+      "                    ]\n",
+      "               }\n",
       "          }\n",
       "     ],\n",
       "     \"ZeroDivisionError\": [\n",
@@ -158,29 +192,23 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
-   "id": "fbda9a93",
+   "execution_count": null,
+   "id": "5ff9d35b",
    "metadata": {
     "scrolled": true
    },
    "outputs": [
     {
-     "name": "stderr",
+     "name": "stdout",
      "output_type": "stream",
      "text": [
-      "<>:1: SyntaxWarning: 'int' object is not callable; perhaps you missed a comma?\n",
-      "<>:1: SyntaxWarning: 'int' object is not callable; perhaps you missed a comma?\n",
-      "<ipython-input-4-9b43eec38a3d>:1: SyntaxWarning: 'int' object is not callable; perhaps you missed a comma?\n",
-      "  3(2)\n"
+      "\n"
      ]
     },
     {
      "data": {
-      "text/markdown": [
-       "## **Uh-o it seems we have an error!**"
-      ],
       "text/plain": [
-       "<IPython.core.display.Markdown object>"
+       "2"
       ]
      },
      "metadata": {},
@@ -189,7 +217,7 @@
     {
      "data": {
       "text/markdown": [
-       "It seems we have a TypeError. TypeErrors are usually because of:"
+       "##TypeError## line "
       ],
       "text/plain": [
        "<IPython.core.display.Markdown object>"
@@ -200,11 +228,13 @@
     },
     {
      "data": {
-      "text/markdown": [
-       "1. Using a variable or object that isn't a function but using it as one, i.e `3(2)`, in this case we are using 3 as a function, if you wanted to multiply you need `3*(2)`"
-      ],
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "4c8e112493f64db4bb846e446e31c7a8",
+       "version_major": 2,
+       "version_minor": 0
+      },
       "text/plain": [
-       "<IPython.core.display.Markdown object>"
+       "Output(layout=Layout(border='1px solid grey', height='85px', overflow_y='auto'))"
       ]
      },
      "metadata": {},
@@ -213,7 +243,7 @@
     {
      "data": {
       "text/markdown": [
-       "2. Using `tbl.columns` instead of `tbl.column`"
+       "Here is some possible reasons for your error:"
       ],
       "text/plain": [
        "<IPython.core.display.Markdown object>"
@@ -225,7 +255,7 @@
     {
      "data": {
       "text/markdown": [
-       "The Data 8 Reference might be helpful to look over for examples and usage: [Data 8 Reference](http://data8.org/fa21/python-reference.html)"
+       "1. Using a variable or object that isn't a function but using it as one, i.e `3(2)`, in this case we are using 3 as a function, if you wanted to multiply you need `3*(2)`"
       ],
       "text/plain": [
        "<IPython.core.display.Markdown object>"
@@ -237,8 +267,7 @@
     {
      "data": {
       "text/markdown": [
-       "If you are having more trouble please feel free to consult a staff member at [Office Hours](https://oh.data8.org)                        \n",
-       " or see the error message below "
+       "2. Using `tbl.columns` instead of `tbl.column`"
       ],
       "text/plain": [
        "<IPython.core.display.Markdown object>"
@@ -250,7 +279,7 @@
     {
      "data": {
       "text/markdown": [
-       "Please fill out this quick survey to help us improve the the error feedback [Data 8 Error Feedback Survey](https://forms.gle/6UZQjwZmAxVDMsBR6)"
+       "Still stuck? Here's some useful resources:"
       ],
       "text/plain": [
        "<IPython.core.display.Markdown object>"
@@ -260,34 +289,49 @@
      "output_type": "display_data"
     },
     {
-     "ename": "TypeError",
-     "evalue": "'int' object is not callable",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
-      "\u001b[0;32m<ipython-input-4-9b43eec38a3d>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0;36m3\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
-      "\u001b[0;31mTypeError\u001b[0m: 'int' object is not callable"
-     ]
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "515174d315884260915f6a1598d25c26",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "HBox(children=(Button(description='Textbook', icon='square', layout=Layout(min_width='80px', width='20%'), sty…"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "d1533f4020b4400aa68447b93e872b65",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Accordion(children=(VBox(children=(VBox(children=(Label(value='Was the message you saw useful?'), Dropdown(opt…"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
     }
    ],
    "source": [
+    "print()\n",
     "3(2)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
-   "id": "98c125a4",
+   "execution_count": null,
+   "id": "411fe3a4",
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "text/markdown": [
-       "## **Uh-o it seems we have an error!**"
-      ],
       "text/plain": [
-       "<IPython.core.display.Markdown object>"
+       "2"
       ]
      },
      "metadata": {},
@@ -296,7 +340,7 @@
     {
      "data": {
       "text/markdown": [
-       "It seems we have a AttributeError. AttributeErrors are usually because of:"
+       "##AttributeError## line "
       ],
       "text/plain": [
        "<IPython.core.display.Markdown object>"
@@ -307,12 +351,13 @@
     },
     {
      "data": {
-      "text/markdown": [
-       "1. Trying to get an attribute that doesn't exist, or misspelled, i.e \n",
-       " ` a = Table().with_columns(\"Column 1\", data)` then calling `a.num_row` instead of `a.num_rows` "
-      ],
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "88a0a4adfb734a9e91cbeb8a8944f5eb",
+       "version_major": 2,
+       "version_minor": 0
+      },
       "text/plain": [
-       "<IPython.core.display.Markdown object>"
+       "Output(layout=Layout(border='1px solid grey', height='85px', overflow_y='auto'))"
       ]
      },
      "metadata": {},
@@ -321,7 +366,7 @@
     {
      "data": {
       "text/markdown": [
-       "The Data 8 Reference might be helpful to look over for examples and usage: [Data 8 Reference](http://data8.org/fa21/python-reference.html)"
+       "Here is some possible reasons for your error:"
       ],
       "text/plain": [
        "<IPython.core.display.Markdown object>"
@@ -333,8 +378,8 @@
     {
      "data": {
       "text/markdown": [
-       "If you are having more trouble please feel free to consult a staff member at [Office Hours](https://oh.data8.org)                        \n",
-       " or see the error message below "
+       "1. Trying to get an attribute that doesn't exist, or misspelled, i.e \n",
+       " ` a = Table().with_columns(\"Column 1\", data)` then calling `a.num_row` instead of `a.num_rows` "
       ],
       "text/plain": [
        "<IPython.core.display.Markdown object>"
@@ -346,7 +391,7 @@
     {
      "data": {
       "text/markdown": [
-       "Please fill out this quick survey to help us improve the the error feedback [Data 8 Error Feedback Survey](https://forms.gle/6UZQjwZmAxVDMsBR6)"
+       "Still stuck? Here's some useful resources:"
       ],
       "text/plain": [
        "<IPython.core.display.Markdown object>"
@@ -356,15 +401,32 @@
      "output_type": "display_data"
     },
     {
-     "ename": "AttributeError",
-     "evalue": "'NoneType' object has no attribute 'hello'",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
-      "\u001b[0;32m<ipython-input-5-f56079d121c5>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0ma\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0ma\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mhello\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
-      "\u001b[0;31mAttributeError\u001b[0m: 'NoneType' object has no attribute 'hello'"
-     ]
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "99e094fa9b35457f90cbae930a80b1c6",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "HBox(children=(Button(description='Textbook', icon='square', layout=Layout(min_width='80px', width='20%'), sty…"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "d9c5efc6851e41f6a600b9ffb45fcaf6",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Accordion(children=(VBox(children=(VBox(children=(Label(value='Was the message you saw useful?'), Dropdown(opt…"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
     }
    ],
    "source": [
@@ -374,8 +436,8 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
-   "id": "bd62faf1",
+   "execution_count": null,
+   "id": "6424d568",
    "metadata": {},
    "outputs": [
     {
@@ -391,10 +453,19 @@
       "\n"
      ]
     },
+    {
+     "data": {
+      "text/plain": [
+       "15"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
     {
      "data": {
       "text/markdown": [
-       "## **Uh-o it seems we have an error!**"
+       "##NameError## line "
       ],
       "text/plain": [
        "<IPython.core.display.Markdown object>"
@@ -403,10 +474,24 @@
      "metadata": {},
      "output_type": "display_data"
     },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "c770237b0c8a476ab082dbaef4624dc0",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output(layout=Layout(border='1px solid grey', height='85px', overflow_y='auto'))"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
     {
      "data": {
       "text/markdown": [
-       "It seems we have a NameError. NameErrors are usually because of:"
+       "Here is some possible reasons for your error:"
       ],
       "text/plain": [
        "<IPython.core.display.Markdown object>"
@@ -454,7 +539,7 @@
     {
      "data": {
       "text/markdown": [
-       "The Data 8 Reference might be helpful to look over for examples and usage: [Data 8 Reference](http://data8.org/fa21/python-reference.html)"
+       "Still stuck? Here's some useful resources:"
       ],
       "text/plain": [
        "<IPython.core.display.Markdown object>"
@@ -465,12 +550,13 @@
     },
     {
      "data": {
-      "text/markdown": [
-       "If you are having more trouble please feel free to consult a staff member at [Office Hours](https://oh.data8.org)                        \n",
-       " or see the error message below "
-      ],
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "2a3db3338f394c48a796235917aa907d",
+       "version_major": 2,
+       "version_minor": 0
+      },
       "text/plain": [
-       "<IPython.core.display.Markdown object>"
+       "HBox(children=(Button(description='Textbook', icon='square', layout=Layout(min_width='80px', width='20%'), sty…"
       ]
      },
      "metadata": {},
@@ -478,26 +564,17 @@
     },
     {
      "data": {
-      "text/markdown": [
-       "Please fill out this quick survey to help us improve the the error feedback [Data 8 Error Feedback Survey](https://forms.gle/6UZQjwZmAxVDMsBR6)"
-      ],
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "e2152b387004495eac53a3cc7f210c6e",
+       "version_major": 2,
+       "version_minor": 0
+      },
       "text/plain": [
-       "<IPython.core.display.Markdown object>"
+       "Accordion(children=(VBox(children=(VBox(children=(Label(value='Was the message you saw useful?'), Dropdown(opt…"
       ]
      },
      "metadata": {},
      "output_type": "display_data"
-    },
-    {
-     "ename": "NameError",
-     "evalue": "name 'data8' is not defined",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
-      "\u001b[0;32m<ipython-input-6-3551c3566c86>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m     13\u001b[0m \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     14\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 15\u001b[0;31m \u001b[0mdata8\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
-      "\u001b[0;31mNameError\u001b[0m: name 'data8' is not defined"
-     ]
     }
    ],
    "source": [
@@ -520,17 +597,55 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
-   "id": "c9b217f8",
+   "execution_count": null,
+   "id": "51b79672",
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "SyntaxError",
+     "evalue": "invalid syntax (<ipython-input-3-2dcb73fb32de>, line 1)",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[1;36m  File \u001b[1;32m\"<ipython-input-3-2dcb73fb32de>\"\u001b[1;36m, line \u001b[1;32m1\u001b[0m\n\u001b[1;33m    2a\u001b[0m\n\u001b[1;37m     ^\u001b[0m\n\u001b[1;31mSyntaxError\u001b[0m\u001b[1;31m:\u001b[0m invalid syntax\n"
+     ]
+    }
+   ],
+   "source": [
+    "2a"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "068041db",
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "AttributeError",
+     "evalue": "module 'numpy' has no attribute 'aragne'",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[1;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
+      "\u001b[1;32m<ipython-input-2-2025b6fce261>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[0mnp\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0maragne\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'HI'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
+      "\u001b[1;31mAttributeError\u001b[0m: module 'numpy' has no attribute 'aragne'"
+     ]
+    }
+   ],
+   "source": [
+    "np.aragne('HI')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "03bf6e2f",
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "text/markdown": [
-       "## **Uh-o it seems we have an error!**"
-      ],
       "text/plain": [
-       "<IPython.core.display.Markdown object>"
+       "1"
       ]
      },
      "metadata": {},
@@ -539,7 +654,7 @@
     {
      "data": {
       "text/markdown": [
-       "It seems we have a SyntaxError. SyntaxErrors are usually because of:"
+       "##IndexError## line "
       ],
       "text/plain": [
        "<IPython.core.display.Markdown object>"
@@ -550,11 +665,13 @@
     },
     {
      "data": {
-      "text/markdown": [
-       "1. Adding extra parenthesis"
-      ],
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "000428df36254d7db83fbde3a7546f80",
+       "version_major": 2,
+       "version_minor": 0
+      },
       "text/plain": [
-       "<IPython.core.display.Markdown object>"
+       "Output(layout=Layout(border='1px solid grey', height='85px', overflow_y='auto'))"
       ]
      },
      "metadata": {},
@@ -563,7 +680,7 @@
     {
      "data": {
       "text/markdown": [
-       "2. Not following python define or for loop structure, not adding a colon"
+       "Here is some possible reasons for your error:"
       ],
       "text/plain": [
        "<IPython.core.display.Markdown object>"
@@ -575,7 +692,7 @@
     {
      "data": {
       "text/markdown": [
-       "The Data 8 Reference might be helpful to look over for examples and usage: [Data 8 Reference](http://data8.org/fa21/python-reference.html)"
+       "1. Trying to index with a value larger than the size of the array. Double check that the length of the array and make sure you aren't using a number larger than that. Also don't forget python is 0-index"
       ],
       "text/plain": [
        "<IPython.core.display.Markdown object>"
@@ -587,8 +704,7 @@
     {
      "data": {
       "text/markdown": [
-       "If you are having more trouble please feel free to consult a staff member at [Office Hours](https://oh.data8.org)                        \n",
-       " or see the error message below "
+       "Still stuck? Here's some useful resources:"
       ],
       "text/plain": [
        "<IPython.core.display.Markdown object>"
@@ -599,54 +715,47 @@
     },
     {
      "data": {
-      "text/markdown": [
-       "Please fill out this quick survey to help us improve the the error feedback [Data 8 Error Feedback Survey](https://forms.gle/6UZQjwZmAxVDMsBR6)"
-      ],
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "fc8907b3456d4574bbc07a68d4b11224",
+       "version_major": 2,
+       "version_minor": 0
+      },
       "text/plain": [
-       "<IPython.core.display.Markdown object>"
+       "HBox(children=(Button(description='Textbook', icon='square', layout=Layout(min_width='80px', width='20%'), sty…"
       ]
      },
      "metadata": {},
      "output_type": "display_data"
     },
     {
-     "ename": "SyntaxError",
-     "evalue": "invalid syntax (<ipython-input-7-2dcb73fb32de>, line 1)",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;36m  File \u001b[0;32m\"<ipython-input-7-2dcb73fb32de>\"\u001b[0;36m, line \u001b[0;32m1\u001b[0m\n\u001b[0;31m    2a\u001b[0m\n\u001b[0m     ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid syntax\n"
-     ]
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "550f84d53e604f008b66603f25d86014",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Accordion(children=(VBox(children=(VBox(children=(Label(value='Was the message you saw useful?'), Dropdown(opt…"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
     }
    ],
    "source": [
-    "2a"
+    "[2][1]"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
-   "id": "d73343ab",
+   "execution_count": null,
+   "id": "05320747",
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "text/markdown": [
-       "## **Uh-o it seems we have an error!**"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "It seems we have a AttributeError. AttributeErrors are usually because of:"
-      ],
       "text/plain": [
-       "<IPython.core.display.Markdown object>"
+       "1"
       ]
      },
      "metadata": {},
@@ -655,7 +764,7 @@
     {
      "data": {
       "text/markdown": [
-       "1. Misspelling a method, ie: `np.arenge` instead of `np.arange`"
+       "##AttributeError## line "
       ],
       "text/plain": [
        "<IPython.core.display.Markdown object>"
@@ -666,11 +775,13 @@
     },
     {
      "data": {
-      "text/markdown": [
-       "2. Using a method that uses a different name, i.e `np.total` instead of `np.sum`"
-      ],
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "760421787d784c9ab924236bafa6e2d1",
+       "version_major": 2,
+       "version_minor": 0
+      },
       "text/plain": [
-       "<IPython.core.display.Markdown object>"
+       "Output(layout=Layout(border='1px solid grey', height='85px', overflow_y='auto'))"
       ]
      },
      "metadata": {},
@@ -679,7 +790,7 @@
     {
      "data": {
       "text/markdown": [
-       "The Data 8 Reference might be helpful to look over for examples and usage: [Data 8 Reference](http://data8.org/fa21/python-reference.html)"
+       "Here is some possible reasons for your error:"
       ],
       "text/plain": [
        "<IPython.core.display.Markdown object>"
@@ -691,8 +802,7 @@
     {
      "data": {
       "text/markdown": [
-       "If you are having more trouble please feel free to consult a staff member at [Office Hours](https://oh.data8.org)                        \n",
-       " or see the error message below "
+       "1. Misspelling a method, ie: `np.arenge` instead of `np.arange`"
       ],
       "text/plain": [
        "<IPython.core.display.Markdown object>"
@@ -704,7 +814,7 @@
     {
      "data": {
       "text/markdown": [
-       "Please fill out this quick survey to help us improve the the error feedback [Data 8 Error Feedback Survey](https://forms.gle/6UZQjwZmAxVDMsBR6)"
+       "2. Using a method that uses a different name, i.e `np.total` instead of `np.sum`"
       ],
       "text/plain": [
        "<IPython.core.display.Markdown object>"
@@ -713,33 +823,10 @@
      "metadata": {},
      "output_type": "display_data"
     },
-    {
-     "ename": "AttributeError",
-     "evalue": "module 'numpy' has no attribute 'aragne'",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
-      "\u001b[0;32m<ipython-input-8-2025b6fce261>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0maragne\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'HI'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
-      "\u001b[0;32m/usr/local/lib/python3.8/site-packages/numpy/__init__.py\u001b[0m in \u001b[0;36m__getattr__\u001b[0;34m(attr)\u001b[0m\n\u001b[1;32m    217\u001b[0m                 \u001b[0;32mreturn\u001b[0m \u001b[0mTester\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    218\u001b[0m             \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 219\u001b[0;31m                 raise AttributeError(\"module {!r} has no attribute \"\n\u001b[0m\u001b[1;32m    220\u001b[0m                                      \"{!r}\".format(__name__, attr))\n\u001b[1;32m    221\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;31mAttributeError\u001b[0m: module 'numpy' has no attribute 'aragne'"
-     ]
-    }
-   ],
-   "source": [
-    "np.aragne('HI')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 9,
-   "id": "f9e7d54b",
-   "metadata": {},
-   "outputs": [
     {
      "data": {
       "text/markdown": [
-       "## **Uh-o it seems we have an error!**"
+       "Still stuck? Here's some useful resources:"
       ],
       "text/plain": [
        "<IPython.core.display.Markdown object>"
@@ -750,11 +837,13 @@
     },
     {
      "data": {
-      "text/markdown": [
-       "It seems we have a IndexError. IndexErrors are usually because of:"
-      ],
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "b1a5f8af94444580903e0fdd65c36e08",
+       "version_major": 2,
+       "version_minor": 0
+      },
       "text/plain": [
-       "<IPython.core.display.Markdown object>"
+       "HBox(children=(Button(description='Textbook', icon='square', layout=Layout(min_width='80px', width='20%'), sty…"
       ]
      },
      "metadata": {},
@@ -762,23 +851,33 @@
     },
     {
      "data": {
-      "text/markdown": [
-       "1. Trying to index with a value larger than the size of the array. Double check that the length of the array and make sure you aren't using a number larger than that. Also don't forget python is 0-index"
-      ],
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "2ed614d5a9c4476192f8daa37ae902dc",
+       "version_major": 2,
+       "version_minor": 0
+      },
       "text/plain": [
-       "<IPython.core.display.Markdown object>"
+       "Accordion(children=(VBox(children=(VBox(children=(Label(value='Was the message you saw useful?'), Dropdown(opt…"
       ]
      },
      "metadata": {},
      "output_type": "display_data"
-    },
+    }
+   ],
+   "source": [
+    "np.hi"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "184a881c",
+   "metadata": {},
+   "outputs": [
     {
      "data": {
-      "text/markdown": [
-       "The Data 8 Reference might be helpful to look over for examples and usage: [Data 8 Reference](http://data8.org/fa21/python-reference.html)"
-      ],
       "text/plain": [
-       "<IPython.core.display.Markdown object>"
+       "1"
       ]
      },
      "metadata": {},
@@ -787,8 +886,7 @@
     {
      "data": {
       "text/markdown": [
-       "If you are having more trouble please feel free to consult a staff member at [Office Hours](https://oh.data8.org)                        \n",
-       " or see the error message below "
+       "##NameError## line "
       ],
       "text/plain": [
        "<IPython.core.display.Markdown object>"
@@ -799,42 +897,22 @@
     },
     {
      "data": {
-      "text/markdown": [
-       "Please fill out this quick survey to help us improve the the error feedback [Data 8 Error Feedback Survey](https://forms.gle/6UZQjwZmAxVDMsBR6)"
-      ],
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "05087c57a2b84e1eaadedd69228e0244",
+       "version_major": 2,
+       "version_minor": 0
+      },
       "text/plain": [
-       "<IPython.core.display.Markdown object>"
+       "Output(layout=Layout(border='1px solid grey', height='85px', overflow_y='auto'))"
       ]
      },
      "metadata": {},
      "output_type": "display_data"
     },
-    {
-     "ename": "IndexError",
-     "evalue": "list index out of range",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mIndexError\u001b[0m                                Traceback (most recent call last)",
-      "\u001b[0;32m<ipython-input-9-31539d434322>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0;34m[\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
-      "\u001b[0;31mIndexError\u001b[0m: list index out of range"
-     ]
-    }
-   ],
-   "source": [
-    "[2][1]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 10,
-   "id": "6bcd7e86",
-   "metadata": {},
-   "outputs": [
     {
      "data": {
       "text/markdown": [
-       "## **Uh-o it seems we have an error!**"
+       "Here is some possible reasons for your error:"
       ],
       "text/plain": [
        "<IPython.core.display.Markdown object>"
@@ -846,7 +924,7 @@
     {
      "data": {
       "text/markdown": [
-       "It seems we have a AttributeError. AttributeErrors are usually because of:"
+       "1. Misspelling a variable, function, or method name "
       ],
       "text/plain": [
        "<IPython.core.display.Markdown object>"
@@ -858,7 +936,7 @@
     {
      "data": {
       "text/markdown": [
-       "1. Misspelling a method, ie: `np.arenge` instead of `np.arange`"
+       "2. Not importing required libraries, i.e not running the cell with `import numpy as np`"
       ],
       "text/plain": [
        "<IPython.core.display.Markdown object>"
@@ -870,7 +948,7 @@
     {
      "data": {
       "text/markdown": [
-       "2. Using a method that uses a different name, i.e `np.total` instead of `np.sum`"
+       "3. Kernel died. You might need to re-run cells to redefine variables"
       ],
       "text/plain": [
        "<IPython.core.display.Markdown object>"
@@ -882,7 +960,7 @@
     {
      "data": {
       "text/markdown": [
-       "The Data 8 Reference might be helpful to look over for examples and usage: [Data 8 Reference](http://data8.org/fa21/python-reference.html)"
+       "Still stuck? Here's some useful resources:"
       ],
       "text/plain": [
        "<IPython.core.display.Markdown object>"
@@ -893,12 +971,13 @@
     },
     {
      "data": {
-      "text/markdown": [
-       "If you are having more trouble please feel free to consult a staff member at [Office Hours](https://oh.data8.org)                        \n",
-       " or see the error message below "
-      ],
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "f2c2761bed174ba0bb0ce0d6738de2e2",
+       "version_major": 2,
+       "version_minor": 0
+      },
       "text/plain": [
-       "<IPython.core.display.Markdown object>"
+       "HBox(children=(Button(description='Textbook', icon='square', layout=Layout(min_width='80px', width='20%'), sty…"
       ]
      },
      "metadata": {},
@@ -906,46 +985,33 @@
     },
     {
      "data": {
-      "text/markdown": [
-       "Please fill out this quick survey to help us improve the the error feedback [Data 8 Error Feedback Survey](https://forms.gle/6UZQjwZmAxVDMsBR6)"
-      ],
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "392f7d6efe00457d96152d536c2546b6",
+       "version_major": 2,
+       "version_minor": 0
+      },
       "text/plain": [
-       "<IPython.core.display.Markdown object>"
+       "Accordion(children=(VBox(children=(VBox(children=(Label(value='Was the message you saw useful?'), Dropdown(opt…"
       ]
      },
      "metadata": {},
      "output_type": "display_data"
-    },
-    {
-     "ename": "AttributeError",
-     "evalue": "module 'numpy' has no attribute 'hi'",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
-      "\u001b[0;32m<ipython-input-10-f93639f3c5fa>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mhi\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
-      "\u001b[0;32m/usr/local/lib/python3.8/site-packages/numpy/__init__.py\u001b[0m in \u001b[0;36m__getattr__\u001b[0;34m(attr)\u001b[0m\n\u001b[1;32m    217\u001b[0m                 \u001b[0;32mreturn\u001b[0m \u001b[0mTester\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    218\u001b[0m             \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 219\u001b[0;31m                 raise AttributeError(\"module {!r} has no attribute \"\n\u001b[0m\u001b[1;32m    220\u001b[0m                                      \"{!r}\".format(__name__, attr))\n\u001b[1;32m    221\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;31mAttributeError\u001b[0m: module 'numpy' has no attribute 'hi'"
-     ]
     }
    ],
    "source": [
-    "np.hi"
+    "Table()"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
-   "id": "be3e9ff0",
+   "execution_count": null,
+   "id": "dcd07c18",
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "text/markdown": [
-       "## **Uh-o it seems we have an error!**"
-      ],
       "text/plain": [
-       "<IPython.core.display.Markdown object>"
+       "1"
       ]
      },
      "metadata": {},
@@ -954,7 +1020,7 @@
     {
      "data": {
       "text/markdown": [
-       "It seems we have a NameError. NameErrors are usually because of:"
+       "##ValueError## line "
       ],
       "text/plain": [
        "<IPython.core.display.Markdown object>"
@@ -965,11 +1031,13 @@
     },
     {
      "data": {
-      "text/markdown": [
-       "1. Misspelling a variable, function, or method name "
-      ],
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "22aba1e604b34f23b60ee06f24bc4ca2",
+       "version_major": 2,
+       "version_minor": 0
+      },
       "text/plain": [
-       "<IPython.core.display.Markdown object>"
+       "Output(layout=Layout(border='1px solid grey', height='85px', overflow_y='auto'))"
       ]
      },
      "metadata": {},
@@ -978,7 +1046,7 @@
     {
      "data": {
       "text/markdown": [
-       "2. Not importing required libraries, i.e not running the cell with `import numpy as np`"
+       "Here is some possible reasons for your error:"
       ],
       "text/plain": [
        "<IPython.core.display.Markdown object>"
@@ -990,7 +1058,7 @@
     {
      "data": {
       "text/markdown": [
-       "3. Kernel died. You might need to re-run cells to redefine variables"
+       "1. Converting something that cannot be converted, i.e `int(\"HELLO WORLD!!\")`"
       ],
       "text/plain": [
        "<IPython.core.display.Markdown object>"
@@ -1002,7 +1070,7 @@
     {
      "data": {
       "text/markdown": [
-       "The Data 8 Reference might be helpful to look over for examples and usage: [Data 8 Reference](http://data8.org/fa21/python-reference.html)"
+       "Still stuck? Here's some useful resources:"
       ],
       "text/plain": [
        "<IPython.core.display.Markdown object>"
@@ -1013,12 +1081,13 @@
     },
     {
      "data": {
-      "text/markdown": [
-       "If you are having more trouble please feel free to consult a staff member at [Office Hours](https://oh.data8.org)                        \n",
-       " or see the error message below "
-      ],
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "9d6488199e834c7da0aa2189476d1ea9",
+       "version_major": 2,
+       "version_minor": 0
+      },
       "text/plain": [
-       "<IPython.core.display.Markdown object>"
+       "HBox(children=(Button(description='Textbook', icon='square', layout=Layout(min_width='80px', width='20%'), sty…"
       ]
      },
      "metadata": {},
@@ -1026,69 +1095,35 @@
     },
     {
      "data": {
-      "text/markdown": [
-       "Please fill out this quick survey to help us improve the the error feedback [Data 8 Error Feedback Survey](https://forms.gle/6UZQjwZmAxVDMsBR6)"
-      ],
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "6c45c6dfc6da45cbb17bedb60fdf38cc",
+       "version_major": 2,
+       "version_minor": 0
+      },
       "text/plain": [
-       "<IPython.core.display.Markdown object>"
+       "Accordion(children=(VBox(children=(VBox(children=(Label(value='Was the message you saw useful?'), Dropdown(opt…"
       ]
      },
      "metadata": {},
      "output_type": "display_data"
-    },
-    {
-     "ename": "NameError",
-     "evalue": "name 'Table' is not defined",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
-      "\u001b[0;32m<ipython-input-11-ba1f5d95e342>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mTable\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
-      "\u001b[0;31mNameError\u001b[0m: name 'Table' is not defined"
-     ]
     }
    ],
    "source": [
-    "Table()"
+    "int(\"HI\")"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
-   "id": "e2e79aed",
-   "metadata": {},
+   "execution_count": null,
+   "id": "910c2b35",
+   "metadata": {
+    "scrolled": true
+   },
    "outputs": [
     {
      "data": {
-      "text/markdown": [
-       "## **Uh-o it seems we have an error!**"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "It seems we have a ValueError. ValueErrors are usually because of:"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Markdown object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/markdown": [
-       "1. Converting something that cannot be converted, i.e `int(\"HELLO WORLD!!\")`"
-      ],
       "text/plain": [
-       "<IPython.core.display.Markdown object>"
+       "4"
       ]
      },
      "metadata": {},
@@ -1097,7 +1132,7 @@
     {
      "data": {
       "text/markdown": [
-       "The Data 8 Reference might be helpful to look over for examples and usage: [Data 8 Reference](http://data8.org/fa21/python-reference.html)"
+       "##ZeroDivisionError## line "
       ],
       "text/plain": [
        "<IPython.core.display.Markdown object>"
@@ -1108,12 +1143,13 @@
     },
     {
      "data": {
-      "text/markdown": [
-       "If you are having more trouble please feel free to consult a staff member at [Office Hours](https://oh.data8.org)                        \n",
-       " or see the error message below "
-      ],
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "b85578cb199548ee8639f5a810a28580",
+       "version_major": 2,
+       "version_minor": 0
+      },
       "text/plain": [
-       "<IPython.core.display.Markdown object>"
+       "Output(layout=Layout(border='1px solid grey', height='85px', overflow_y='auto'))"
       ]
      },
      "metadata": {},
@@ -1122,7 +1158,7 @@
     {
      "data": {
       "text/markdown": [
-       "Please fill out this quick survey to help us improve the the error feedback [Data 8 Error Feedback Survey](https://forms.gle/6UZQjwZmAxVDMsBR6)"
+       "Here is some possible reasons for your error:"
       ],
       "text/plain": [
        "<IPython.core.display.Markdown object>"
@@ -1131,34 +1167,10 @@
      "metadata": {},
      "output_type": "display_data"
     },
-    {
-     "ename": "ValueError",
-     "evalue": "invalid literal for int() with base 10: 'HI'",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mValueError\u001b[0m                                Traceback (most recent call last)",
-      "\u001b[0;32m<ipython-input-12-8921a589912c>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"HI\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
-      "\u001b[0;31mValueError\u001b[0m: invalid literal for int() with base 10: 'HI'"
-     ]
-    }
-   ],
-   "source": [
-    "int(\"HI\")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 13,
-   "id": "c7a1a8ab",
-   "metadata": {
-    "scrolled": true
-   },
-   "outputs": [
     {
      "data": {
       "text/markdown": [
-       "## **Uh-o it seems we have an error!**"
+       "1. Using the division symbol '/' where the denominator is 0 or a variable set to 0."
       ],
       "text/plain": [
        "<IPython.core.display.Markdown object>"
@@ -1170,7 +1182,7 @@
     {
      "data": {
       "text/markdown": [
-       "It seems we have a ZeroDivisionError. ZeroDivisionErrors are usually because of:"
+       "Still stuck? Here's some useful resources:"
       ],
       "text/plain": [
        "<IPython.core.display.Markdown object>"
@@ -1181,11 +1193,13 @@
     },
     {
      "data": {
-      "text/markdown": [
-       "1. Using the division symbol '/' where the denominator is 0 or a variable set to 0."
-      ],
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "8fc60ad64635439b84aa28440d559558",
+       "version_major": 2,
+       "version_minor": 0
+      },
       "text/plain": [
-       "<IPython.core.display.Markdown object>"
+       "HBox(children=(Button(description='Textbook', icon='square', layout=Layout(min_width='80px', width='20%'), sty…"
       ]
      },
      "metadata": {},
@@ -1193,24 +1207,36 @@
     },
     {
      "data": {
-      "text/markdown": [
-       "The Data 8 Reference might be helpful to look over for examples and usage: [Data 8 Reference](http://data8.org/fa21/python-reference.html)"
-      ],
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "5760972bf32f410ba928ef730d008f34",
+       "version_major": 2,
+       "version_minor": 0
+      },
       "text/plain": [
-       "<IPython.core.display.Markdown object>"
+       "Accordion(children=(VBox(children=(VBox(children=(Label(value='Was the message you saw useful?'), Dropdown(opt…"
       ]
      },
      "metadata": {},
      "output_type": "display_data"
-    },
+    }
+   ],
+   "source": [
+    "def f():\n",
+    "    3 / 0\n",
+    "    return\n",
+    "f()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "31b91a0d",
+   "metadata": {},
+   "outputs": [
     {
      "data": {
-      "text/markdown": [
-       "If you are having more trouble please feel free to consult a staff member at [Office Hours](https://oh.data8.org)                        \n",
-       " or see the error message below "
-      ],
       "text/plain": [
-       "<IPython.core.display.Markdown object>"
+       "1"
       ]
      },
      "metadata": {},
@@ -1219,7 +1245,7 @@
     {
      "data": {
       "text/markdown": [
-       "Please fill out this quick survey to help us improve the the error feedback [Data 8 Error Feedback Survey](https://forms.gle/6UZQjwZmAxVDMsBR6)"
+       "##ZeroDivisionError## line "
       ],
       "text/plain": [
        "<IPython.core.display.Markdown object>"
@@ -1228,39 +1254,15 @@
      "metadata": {},
      "output_type": "display_data"
     },
-    {
-     "ename": "ZeroDivisionError",
-     "evalue": "division by zero",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mZeroDivisionError\u001b[0m                         Traceback (most recent call last)",
-      "\u001b[0;32m<ipython-input-13-84a61c95b62f>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      2\u001b[0m     \u001b[0;36m3\u001b[0m \u001b[0;34m/\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      3\u001b[0m     \u001b[0;32mreturn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 4\u001b[0;31m \u001b[0mf\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
-      "\u001b[0;32m<ipython-input-13-84a61c95b62f>\u001b[0m in \u001b[0;36mf\u001b[0;34m()\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mf\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m     \u001b[0;36m3\u001b[0m \u001b[0;34m/\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      3\u001b[0m     \u001b[0;32mreturn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      4\u001b[0m \u001b[0mf\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;31mZeroDivisionError\u001b[0m: division by zero"
-     ]
-    }
-   ],
-   "source": [
-    "def f():\n",
-    "    3 / 0\n",
-    "    return\n",
-    "f()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 14,
-   "id": "3522fe1f",
-   "metadata": {},
-   "outputs": [
     {
      "data": {
-      "text/markdown": [
-       "## **Uh-o it seems we have an error!**"
-      ],
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "7d478d62981a4d56af4087d9cbd87524",
+       "version_major": 2,
+       "version_minor": 0
+      },
       "text/plain": [
-       "<IPython.core.display.Markdown object>"
+       "Output(layout=Layout(border='1px solid grey', height='85px', overflow_y='auto'))"
       ]
      },
      "metadata": {},
@@ -1269,7 +1271,7 @@
     {
      "data": {
       "text/markdown": [
-       "It seems we have a ZeroDivisionError. ZeroDivisionErrors are usually because of:"
+       "Here is some possible reasons for your error:"
       ],
       "text/plain": [
        "<IPython.core.display.Markdown object>"
@@ -1293,7 +1295,7 @@
     {
      "data": {
       "text/markdown": [
-       "The Data 8 Reference might be helpful to look over for examples and usage: [Data 8 Reference](http://data8.org/fa21/python-reference.html)"
+       "Still stuck? Here's some useful resources:"
       ],
       "text/plain": [
        "<IPython.core.display.Markdown object>"
@@ -1304,12 +1306,13 @@
     },
     {
      "data": {
-      "text/markdown": [
-       "If you are having more trouble please feel free to consult a staff member at [Office Hours](https://oh.data8.org)                        \n",
-       " or see the error message below "
-      ],
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "dd383427f11d4ccf94240ab8596f625a",
+       "version_major": 2,
+       "version_minor": 0
+      },
       "text/plain": [
-       "<IPython.core.display.Markdown object>"
+       "HBox(children=(Button(description='Textbook', icon='square', layout=Layout(min_width='80px', width='20%'), sty…"
       ]
      },
      "metadata": {},
@@ -1317,27 +1320,17 @@
     },
     {
      "data": {
-      "text/markdown": [
-       "Please fill out this quick survey to help us improve the the error feedback [Data 8 Error Feedback Survey](https://forms.gle/6UZQjwZmAxVDMsBR6)"
-      ],
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "3b0a1cf897694a7abd268efa6f52a6b7",
+       "version_major": 2,
+       "version_minor": 0
+      },
       "text/plain": [
-       "<IPython.core.display.Markdown object>"
+       "Accordion(children=(VBox(children=(VBox(children=(Label(value='Was the message you saw useful?'), Dropdown(opt…"
       ]
      },
      "metadata": {},
      "output_type": "display_data"
-    },
-    {
-     "ename": "ZeroDivisionError",
-     "evalue": "division by zero",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mZeroDivisionError\u001b[0m                         Traceback (most recent call last)",
-      "\u001b[0;32m<ipython-input-14-c43e34e6d405>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mf\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
-      "\u001b[0;32m<ipython-input-13-84a61c95b62f>\u001b[0m in \u001b[0;36mf\u001b[0;34m()\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mf\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m     \u001b[0;36m3\u001b[0m \u001b[0;34m/\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      3\u001b[0m     \u001b[0;32mreturn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      4\u001b[0m \u001b[0mf\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
-      "\u001b[0;31mZeroDivisionError\u001b[0m: division by zero"
-     ]
     }
    ],
    "source": [
@@ -1347,9 +1340,28 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "51d8fd23",
+   "id": "c92914bd",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "C:\\Users\\enlig\\miniconda3\\envs\\otter-grader\\lib\\site-packages\\ipykernel_launcher.py:4: RuntimeWarning: divide by zero encountered in true_divide\n",
+      "  after removing the cwd from sys.path.\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "array([inf, inf, inf, inf, inf, inf])"
+      ]
+     },
+     "execution_count": 15,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "import numpy as np\n",
     "\n",
@@ -1360,13 +1372,16 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "5c3a5e19",
+   "id": "0a3ce0ca",
    "metadata": {},
    "outputs": [],
    "source": []
   }
  ],
  "metadata": {
+  "interpreter": {
+   "hash": "ebf9460e9d7bc124872ff793198c0daf8daf8135ba1058ccb37f7cf4dd1242ea"
+  },
   "kernelspec": {
    "display_name": "Python 3",
    "language": "python",
@@ -1382,7 +1397,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.11"
+   "version": "3.6.5"
   }
  },
  "nbformat": 4,
diff --git a/d8error.py b/d8error.py
index 7087d0f..c169237 100644
--- a/d8error.py
+++ b/d8error.py
@@ -5,6 +5,11 @@
 import ipywidgets as widgets
 import datetime
 import traceback
+from IPython.display import clear_output
+import webbrowser
+from IPython.display import Javascript
+import functools
+
 class Announce:
     """error index, serves as an id on the csv file"""
     eindex = 0
@@ -41,13 +46,13 @@ def __init__(self, etype, value, tb, tb_offset=None):
         curr_tb = tb.tb_next # skip the first frame which is the jupyter notebook frame
 
         # get code from jupyter notebook
-        codeToLinenos = []
-        while curr_tb and len(codeToLinenos) < 2:
+        self.codeToLinenos = []
+
+        while curr_tb and len(self.codeToLinenos) < 2:
             code = self.parseTraceback(curr_tb)
-            codeToLinenos.append((code, curr_tb.tb_lineno))
+            self.codeToLinenos.append((code, curr_tb.tb_lineno))
             curr_tb = curr_tb.tb_next
-
-
+            
         mode = 'w' if not os.path.isfile("errorLog.csv") else 'a'
         if os.path.isfile("errorLog.csv") and Announce.eindex == 1:
             with open("errorLog.csv", 'r') as f:
@@ -65,7 +70,7 @@ def __init__(self, etype, value, tb, tb_offset=None):
                             "feedbackRating": self.feedbackRating,
                             "feedbackMSG": self.feedbackMSG,
                             "time": str(datetime.datetime.now()),
-                            "codeToLinenos": codeToLinenos, 
+                            "codeToLinenos": self.codeToLinenos, 
                             "traceSummary":summary})
     
     def parseTraceback(self, tb):
@@ -95,9 +100,34 @@ def furtherTips(self):
     def print(self, i):
         display(Markdown)
     def title(self):
-        display(Markdown("## **Uh-o it seems we have an error!**"))
+        "## **There seems to be a <font color='red'>" + self.errorname+ "<font>**" + "."
+        display(Markdown("## **" + self.errorname + "**" + "<font size = '3px'>" + ",  line " + str(self.codeToLinenos[0][1]) + "<font>"))
     def default(self):
-        display(Markdown("It seems we have a "+self.errorname+ ". " +self.errorname+ "s are usually because of:"))
+        display(Markdown("Here is some possible reasons for your error:"))
+    def resources(self):
+        display(Markdown("Still stuck? Here's some useful resources:"))
+        """create a submit button for the textbox"""
+        b1 = widgets.Button(description="Textbook",icon="square", url="www.google.com",
+                                               layout=widgets.Layout(width='20%', min_width='80px'))
+        b2 = widgets.Button(description="Data 8 Reference", icon="square",
+                                               layout=widgets.Layout(width='30%', min_width='80px'))
+        b3 = widgets.Button(description="Office Hours",icon="square",
+                                               layout=widgets.Layout(width='20%', min_width='80px'))
+        output = widgets.Output()
+        """aligns buttons horizontally"""
+        h1 = widgets.HBox(children=[b1,b2,b3])
+        display(h1)
+
+            
+        def button_click(b1, url):
+            """clicking button sends you to url"""
+            with output:
+                webbrowser.open(url);
+
+        b1.on_click(functools.partial(button_click, url="http://data8.org/zero-to-data-8/textbook.html"))
+        b2.on_click(functools.partial(button_click, url="http://data8.org/fa21/python-reference.html"))
+        b3.on_click(functools.partial(button_click, url="https://oh.data8.org/"))
+    
     def feedback(self):
         def overwriteRow():
             """rewrites the feedbackRating & feedbackMSG columns on errorLog.csv"""
@@ -164,12 +194,15 @@ def test_exception(self, etype, value, tb, tb_offset=None):
         announce = Announce(etype, value, tb, tb_offset)
         if announce.print:
             announce.title()
+            output = widgets.Output(layout={'border': '1px solid grey', 'height':'85px', 'overflow_y':'auto', 'background-color': 'red'})
+            with output: 
+                clear_output()
+                self.showtraceback((etype, value, tb), tb_offset=tb_offset)
+            display(output)
             announce.tips()
-            announce.data8()
-            announce.furtherTips()
+            announce.resources()
             announce.feedback()
-        self.showtraceback((etype, value, tb), tb_offset=tb_offset)
-    except:
+    except: 
         self.showtraceback((etype, value, tb), tb_offset=tb_offset)
     
 get_ipython().set_custom_exc((Exception,), test_exception)