spruced up a bit

Author: nparavicini7

samples/02_power_users_developers/using_geocoding_geometry.ipynb

@@ -11,7 +11,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "This sample notebooks shows how geocoding and geometries can be created and used. The code below shows data to help deduce the path that the debris of a crashed airplane would take if it went down at different places in the ocean. It should be noted that this methodology is for the purpose of demonstrating GIS functionality and the results should not be treated as authoritative. Further this demo excludes wind or atmospheric conditions, which are critical for a real-world analysis."
+    "This sample notebook shows how geocoding and geometries can be created and used. The code below shows data to help deduce the path that the debris of a crashed airplane would take if it went down at different places in the ocean. It should be noted that this methodology is for the purpose of demonstrating GIS functionality and the results should not be treated as authoritative. Furthermore, this demo excludes wind or atmospheric conditions, which are critical for real-world analysis."
    ]
   },
   {
@@ -49,7 +49,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "There have been speculations that the unfortunate disappearance of flight [MH370](https://en.wikipedia.org/wiki/Malaysia_Airlines_Flight_370) is tied to [Diego Garcia](https://en.wikipedia.org/wiki/Diego_Garcia) an atoll in the central Indian Ocean, in addition to other search locations in southern Indian Ocean to west of Australia. The code below plots these locations on the map:"
+    "There have been speculations that the unfortunate disappearance of flight [MH370](https://en.wikipedia.org/wiki/Malaysia_Airlines_Flight_370) is tied to [Diego Garcia](https://en.wikipedia.org/wiki/Diego_Garcia), an atoll in the central Indian Ocean, in addition to other search locations in the southern Indian Ocean, west of Australia. The code below plots these locations on the map:"
    ]
   },
   {
@@ -120,9 +120,7 @@
   {
    "cell_type": "code",
    "execution_count": 12,
-   "metadata": {
-    "scrolled": false
-   },
+   "metadata": {},
    "outputs": [
     {
      "data": {
@@ -324,7 +322,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "Let's add a few of these layers to the map for analysis"
+    "Let's add a few of these layers to the map for analysis."
    ]
   },
   {
@@ -347,6 +345,13 @@
    "source": [
     "map1.zoom = 6"
    ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "As we can see, we now have a map containing all of the information associated with this incident, showing the convenience of geocoding for data collection and research. From here, a user could build a custom geoprocessing tool to analyze where the debris may have ended up, based on the data available."
+   ]
   }
  ],
  "metadata": {
@@ -356,7 +361,7 @@
    "notebookRuntimeVersion": "9.0"
   },
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -370,7 +375,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.12.4"
+   "version": "3.10.14"
   },
   "toc": {
    "base_numbering": 1,
@@ -387,5 +392,5 @@
   }
  },
  "nbformat": 4,
- "nbformat_minor": 1
+ "nbformat_minor": 4
 }