diff --git a/src/primaite/notebooks/Getting-Information-Out-Of-PrimAITE.ipynb b/src/primaite/notebooks/Getting-Information-Out-Of-PrimAITE.ipynb
index 58bf3ca3..25dec889 100644
--- a/src/primaite/notebooks/Getting-Information-Out-Of-PrimAITE.ipynb
+++ b/src/primaite/notebooks/Getting-Information-Out-Of-PrimAITE.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# Getting Information out of PrimAITE"
+    "# Getting information out of PrimAITE"
    ]
   },
   {
@@ -62,9 +62,9 @@
     "\n",
     "The state of the simulation object is used to determine the observation space used by agents.\n",
     "\n",
-    "Any object created using the ``SimComponent`` class has a state which can show the state of the object.\n",
+    "Any object created using the ``SimComponent`` class has a ``describe_state`` method which can show the state of the object.\n",
     "\n",
-    "An example of such an object is ``Computer``. In the default network configuration, ``client_1`` is a Computer object."
+    "An example of such an object is ``Computer`` which inherits from ``SimComponent``. In the default network configuration, ``client_1`` is a Computer object."
    ]
   },
   {
@@ -81,9 +81,9 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### More specific describe state\n",
+    "### More specific describe_state\n",
     "\n",
-    "As you can see, the describe state for the computer also includes the describe state for all the components (i.e. Software) within it. This can cause a large describe state output.\n",
+    "As you can see, the output from the ``describe_state`` method for the ``Computer`` object includes the describe state for all its components. This can cause a large describe state output.\n",
     "\n",
     "As stated, the ``describe_state`` can be called on any object that inherits ``SimComponent``. This can allow you retrieve the state of a specific item."
    ]
@@ -103,7 +103,7 @@
    "source": [
     "## System Logs\n",
     "\n",
-    "Objects that inherit from the ``Node`` class will inherit the ``sys_logs`` property.\n",
+    "Objects that inherit from the ``Node`` class will inherit the ``sys_log`` attribute.\n",
     "\n",
     "This is to simulate the idea that items such as Computer, Routers, Servers, etc. have a logging system used to diagnose problems."
    ]
@@ -119,7 +119,7 @@
     "was_enabled = PRIMAITE_CONFIG[\"developer_mode\"][\"enabled\"]\n",
     "was_syslogs_enabled = PRIMAITE_CONFIG[\"developer_mode\"][\"output_sys_logs\"]\n",
     "\n",
-    "# # enable dev mode so that the default config outputs are overridden for this demo\n",
+    "# enable dev mode so that the default config outputs are overridden for this demo\n",
     "PRIMAITE_CONFIG[\"developer_mode\"][\"enabled\"] = True\n",
     "PRIMAITE_CONFIG[\"developer_mode\"][\"output_sys_logs\"] = True\n",
     "\n",
@@ -138,7 +138,7 @@
     "\n",
     "\n",
     "\n",
-    "# # restore config\n",
+    "# restore config\n",
     "PRIMAITE_CONFIG[\"developer_mode\"][\"enabled\"] = was_enabled\n",
     "PRIMAITE_CONFIG[\"developer_mode\"][\"output_sys_logs\"] = was_syslogs_enabled"
    ]