update

Author: spatialthoughts

docs/code/python_dataviz/04_using_basemaps.ipynb

@@ -17,7 +17,7 @@
         "id": "3f3ba9a3-9c53-403b-b0a7-79105814a3a1"
       },
       "source": [
-        "Creating geospatial visualizations oftern require overlaying your data on a basemap. [Contextily](https://contextily.readthedocs.io/en/latest/) is a package that allows you to fetch various basemaps from the internet and ad them to your plot as static images.\n",
+        "Creating geospatial visualizations often require overlaying your data on a basemap. [Contextily](https://contextily.readthedocs.io/en/latest/) is a package that allows you to fetch various basemaps from the internet and add them to your plot as static images.\n",
         "\n",
         "We will learn how to take a shapefile showing the path of the [2017 Solar Eclipse](https://svs.gsfc.nasa.gov/4518) and create a map with a topographic basemap. NASA also provides similar data for other eclipses, including the [2024 Total Solar Eclipse](https://svs.gsfc.nasa.gov/5123/)."
       ]

docs/python-dataviz-output/04_using_basemaps.md

@@ -1,6 +1,6 @@
 ## Overview
 
-Creating geospatial visualizations oftern require overlaying your data on a basemap. [Contextily](https://contextily.readthedocs.io/en/latest/) is a package that allows you to fetch various basemaps from the internet and ad them to your plot as static images.
+Creating geospatial visualizations often require overlaying your data on a basemap. [Contextily](https://contextily.readthedocs.io/en/latest/) is a package that allows you to fetch various basemaps from the internet and add them to your plot as static images.
 
 We will learn how to take a shapefile showing the path of the [2017 Solar Eclipse](https://svs.gsfc.nasa.gov/4518) and create a map with a topographic basemap. NASA also provides similar data for other eclipses, including the [2024 Total Solar Eclipse](https://svs.gsfc.nasa.gov/5123/).