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@@ -99,9 +99,9 @@
    "metadata": {},
    "source": [
     "#### How this website is organized\n",
-    "The **[guide](../)** pages explain each individual concept of the API and the best practices. The **[sample notebooks](/python/samples/)** explain how to use the API to write Python scripts, incorporating capabilities such as mapping, query, analysis, geocoding, routing, portal administration, and more to solve real world problems. If you are looking for recipes, you may find them as sample notebooks. \n",
+    "The **[guide](../)** pages explain each individual concept of the API and the best practices. The **[sample notebooks](/samples/)** explain how to use the API to write Python scripts, incorporating capabilities such as mapping, query, analysis, geocoding, routing, portal administration, and more to solve real world problems. If you are looking for recipes, you may find them as sample notebooks. \n",
     "\n",
-    "The **[api reference](/python/api-reference)** provides a reference for each class, its properties and methods in the `arcgis` package. The **[ArcGIS API for Python Community](https://community.esri.com/t5/arcgis-api-for-python/ct-p/arcgis-api-for-python)** is an [Esri Community](https://community.esri.com/) where you can share your thoughts about the API, request for features, conduct polls, report bugs, ask questions and engage with the Python community in general."
+    "The **[api reference](/api-reference)** provides a reference for each class, its properties and methods in the `arcgis` package. The **[ArcGIS API for Python Community](https://community.esri.com/t5/arcgis-api-for-python/ct-p/arcgis-api-for-python)** is an [Esri Community](https://community.esri.com/) where you can share your thoughts about the API, request for features, conduct polls, report bugs, ask questions and engage with the Python community in general."
    ]
   }
  ],
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`@@ -99,9 +99,9 @@`
`99`	`99`	`"metadata": {},`
`100`	`100`	`"source": [`
`101`	`101`	`"#### How this website is organized\n",`
`102`		`- "The [guide](../) pages explain each individual concept of the API and the best practices. The [sample notebooks](/python/samples/) explain how to use the API to write Python scripts, incorporating capabilities such as mapping, query, analysis, geocoding, routing, portal administration, and more to solve real world problems. If you are looking for recipes, you may find them as sample notebooks. \n",`
	`102`	`+ "The [guide](../) pages explain each individual concept of the API and the best practices. The [sample notebooks](/samples/) explain how to use the API to write Python scripts, incorporating capabilities such as mapping, query, analysis, geocoding, routing, portal administration, and more to solve real world problems. If you are looking for recipes, you may find them as sample notebooks. \n",`
`103`	`103`	`"\n",`
`104`		- "The [api reference](/python/api-reference) provides a reference for each class, its properties and methods in the `arcgis` package. The [ArcGIS API for Python Community](https://community.esri.com/t5/arcgis-api-for-python/ct-p/arcgis-api-for-python) is an [Esri Community](https://community.esri.com/) where you can share your thoughts about the API, request for features, conduct polls, report bugs, ask questions and engage with the Python community in general."
	`104`	+ "The [api reference](/api-reference) provides a reference for each class, its properties and methods in the `arcgis` package. The [ArcGIS API for Python Community](https://community.esri.com/t5/arcgis-api-for-python/ct-p/arcgis-api-for-python) is an [Esri Community](https://community.esri.com/) where you can share your thoughts about the API, request for features, conduct polls, report bugs, ask questions and engage with the Python community in general."
`105`	`105`	`]`
`106`	`106`	`}`
`107`	`107`	`],`