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Atma Mani
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Merge pull request #1163 from jyaistMap/jy-remove-toc
remove toc for new system
2 parents 0eac246 + c7faf06 commit 2fd0062

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‎samples/03_org_administrators/find-top-n-items-in-your-org.ipynb

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"The configurations needed for this notebook are in the top few cells. While this exact use case may not be what you need, you can easily modify the configuration cells and adopt it to suit your reporting needs."
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{
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"<h1>Table of Contents<span class=\"tocSkip\"></span></h1>\n",
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"<div class=\"toc\"><ul class=\"toc-item\"><li><span><a href=\"#Import-arcgis-and-other-libraries\" data-toc-modified-id=\"Import-arcgis-and-other-libraries-1\">Import <code>arcgis</code> and other libraries</a></span></li><li><span><a href=\"#Set-up-search-parameters\" data-toc-modified-id=\"Set-up-search-parameters-2\">Set up search parameters</a></span></li><li><span><a href=\"#Search-for-ArcGIS-Dashboard-items\" data-toc-modified-id=\"Search-for-ArcGIS-Dashboard-items-3\">Search for ArcGIS Dashboard items</a></span></li><li><span><a href=\"#Compose-a-table-from-search-results\" data-toc-modified-id=\"Compose-a-table-from-search-results-4\">Compose a table from search results</a></span></li><li><span><a href=\"#Exploratory-analysis-on-the-top-'n'-items\" data-toc-modified-id=\"Exploratory-analysis-on-the-top-'n'-items-5\">Exploratory analysis on the top 'n' items</a></span><ul class=\"toc-item\"><li><span><a href=\"#Make-a-word-cloud-out-of-the-item-titles\" data-toc-modified-id=\"Make-a-word-cloud-out-of-the-item-titles-5.1\">Make a word cloud out of the item titles</a></span></li></ul></li><li><span><a href=\"#Write-the-table-to-a-CSV-in-your-'files'-location\" data-toc-modified-id=\"Write-the-table-to-a-CSV-in-your-'files'-location-6\">Write the table to a CSV in your 'files' location</a></span></li><li><span><a href=\"#Conclusion\" data-toc-modified-id=\"Conclusion-7\">Conclusion</a></span></li></ul></div>"
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‎samples/03_org_administrators/inventory-organizational-content.ipynb

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"id": "42a813b1",
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"Being able to retrieve, display, analyze, and export the content within an organization Portal are important tasks for any admin. Here we will leverage the [ContentManager](https://developers.arcgis.com/python/api-reference/arcgis.gis.toc.html#contentmanager) and [UserManager](https://developers.arcgis.com/python/api-reference/arcgis.gis.toc.html#usermanager) classes of the GIS module, as well as some functionality from the [Pandas](https://pandas.pydata.org/docs/index.html) library, to accomplish those tasks.\n",
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"\n",
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"In this page we are going to observe how the following can be accomplished:\n",
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"- [Import Libraries](#Import-Libraries)\n",
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"- [Connect to ArcGIS Online](#Connect-to-ArcGIS-Online)\n",
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"- [Querying Content](#Querying-Content)\n",
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" - [Searching for Content](#Searching-for-Content)\n",
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" - [Displaying Content](#Displaying-Content)\n",
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" - [Sorting Content](#Sorting-Content)\n",
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"- [Querying Organization Content](#Querying-Organization-Content)\n",
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" - [Searching for Organization Members](#Searching-for-Organization-Members)\n",
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" - [Getting Member Content](#Getting-Member-Content)\n",
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" - [Compiling Organization Content](#Compiling-Organization-Content)\n",
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"- [Analyzing Organization Content with Pandas](#Analyzing-Organization-Content-with-Pandas)\n",
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" - [Filtering the Dataset](#Filtering-the-Dataset)\n",
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" - [Accessing Content by ID](#Accessing-Content-by-ID)\n",
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"- [Exporting Data](#Exporting-Data)"
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"Being able to retrieve, display, analyze, and export the content within an organization Portal are important tasks for any admin. Here we will leverage the [ContentManager](https://developers.arcgis.com/python/api-reference/arcgis.gis.toc.html#contentmanager) and [UserManager](https://developers.arcgis.com/python/api-reference/arcgis.gis.toc.html#usermanager) classes of the GIS module, as well as some functionality from the [Pandas](https://pandas.pydata.org/docs/index.html) library, to accomplish those tasks."
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‎samples/04_gis_analysts_data_scientists/address-standardization-and-correction-with-sequencetosequence.ipynb

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"# Address Standardization and Correction using SequenceToSequence model"
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"<h1>Table of Contents<span class=\"tocSkip\"></span></h1>\n",
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"<div class=\"toc\">\n",
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"<ul class=\"toc-item\">\n",
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"<li><span><a href=\"#Introduction\" data-toc-modified-id=\"Introduction-1\">Introduction</a></span></li>\n",
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"<li><span><a href=\"#Prerequisites\" data-toc-modified-id=\"Prerequisites-2\">Prerequisites</a></span></li>\n",
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"<li><span><a href=\"#Imports\" data-toc-modified-id=\"Imports-3\">Imports</a></span></li>\n",
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"<li><span><a href=\"#Data-preparation\" data-toc-modified-id=\"Data-preparation-4\">Data preparation</a></span></li>\n",
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"<li><span><a href=\"#SequenceToSequence-model\" data-toc-modified-id=\"SequenceToSequence-model-5\">SequenceToSequence model</a></span></li>\n",
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"<ul class=\"toc-item\">\n",
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"<li><span><a href=\"#Load-model-architecture\" data-toc-modified-id=\"Load-model-architecture-5.1\">Load model architecture</a></span></li>\n",
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"<li><span><a href=\"#Model-training\" data-toc-modified-id=\"Model-training-5.2\">Model training</a></span></li> \n",
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"<li><span><a href=\"#Validate-results\" data-toc-modified-id=\"Validate-results-5.3\">Validate results</a></span></li>\n",
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"<li><span><a href=\"#Model-metrics\" data-toc-modified-id=\"Model-metrics-5.4\">Model metrics</a></span></li> \n",
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"<li><span><a href=\"#Saving-the-trained-model\" data-toc-modified-id=\"Saving-the-trained-model-5.5\">Saving the trained model</a></span></li>\n",
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"</ul>\n",
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"<li><span><a href=\"#Model-inference\" data-toc-modified-id=\"Model-inference-6\">Model inference</a></span></li>\n",
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"<li><span><a href=\"#Conclusion\" data-toc-modified-id=\"Conclusion-7\">Conclusion</a></span></li>\n",
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"<li><span><a href=\"#References\" data-toc-modified-id=\"References-8\">References</a></span></li>\n",
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‎samples/04_gis_analysts_data_scientists/analyze_patterns_in_construction_permits_part1.ipynb

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"# Data Visualization - Construction permits, part 1/2"
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"<h1>Table of Contents<span class=\"tocSkip\"></span></h1>\n",
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"<div class=\"toc\"><ul class=\"toc-item\"><li><span><a href=\"#Overview\" data-toc-modified-id=\"Overview-1\">Overview</a></span></li><li><span><a href=\"#Explore-the-data\" data-toc-modified-id=\"Explore-the-data-2\">Explore the data</a></span><ul class=\"toc-item\"><li><span><a href=\"#Data-Exploration\" data-toc-modified-id=\"Data-Exploration-2.1\">Data Exploration</a></span></li></ul></li><li><span><a href=\"#Permits-by-Status\" data-toc-modified-id=\"Permits-by-Status-3\">Permits by Status</a></span></li><li><span><a href=\"#Permits-by-Type\" data-toc-modified-id=\"Permits-by-Type-4\">Permits by Type</a></span><ul class=\"toc-item\"><li><span><a href=\"#Clean-up-the-data\" data-toc-modified-id=\"Clean-up-the-data-4.1\">Clean up the data</a></span></li><li><span><a href=\"#Filter-the-permits\" data-toc-modified-id=\"Filter-the-permits-4.2\">Filter the permits</a></span></li><li><span><a href=\"#Visualize-filtered-dataset\" data-toc-modified-id=\"Visualize-filtered-dataset-4.3\">Visualize filtered dataset</a></span></li></ul></li><li><span><a href=\"#Visualize-temporal-and-spatial-trends\" data-toc-modified-id=\"Visualize-temporal-and-spatial-trends-5\">Visualize temporal and spatial trends</a></span><ul class=\"toc-item\"><li><span><a href=\"#Visualize-permits-by-time-of-issue\" data-toc-modified-id=\"Visualize-permits-by-time-of-issue-5.1\">Visualize permits by time of issue</a></span></li></ul></li></ul></div>"
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‎samples/04_gis_analysts_data_scientists/analyze_patterns_in_construction_permits_part2.ipynb

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"# Data Summarization - Construction permits, part 2/2"
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"<div class=\"toc\"><ul class=\"toc-item\"><li><span><a href=\"#Aggregate-points\" data-toc-modified-id=\"Aggregate-points-1\">Aggregate points</a></span></li><li><span><a href=\"#Aggregation-results\" data-toc-modified-id=\"Aggregation-results-2\">Aggregation results</a></span></li><li><span><a href=\"#Enrich-the-data\" data-toc-modified-id=\"Enrich-the-data-3\">Enrich the data</a></span></li><li><span><a href=\"#Share-your-work\" data-toc-modified-id=\"Share-your-work-4\">Share your work</a></span></li></ul></div>"
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‎samples/04_gis_analysts_data_scientists/analyze_us_tornadoes.ipynb

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"# Analyzing United States tornadoes"
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"<div class=\"toc\"><ul class=\"toc-item\"><li><span><a href=\"#Connect-your-GIS\" data-toc-modified-id=\"Connect-your-GIS-1\">Connect your GIS</a></span></li><li><span><a href=\"#Who-has-suffered-the-most?\" data-toc-modified-id=\"Who-has-suffered-the-most?-2\">Who has suffered the most?</a></span></li><li><span><a href=\"#Visualize-which-states-have-had-the-most-tornadoes.\" data-toc-modified-id=\"Visualize-which-states-have-had-the-most-tornadoes.-3\">Visualize which states have had the most tornadoes.</a></span></li><li><span><a href=\"#Conclusion\" data-toc-modified-id=\"Conclusion-4\">Conclusion</a></span></li></ul></div>"
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‎samples/04_gis_analysts_data_scientists/analyzing_growth_factors_of_airbnb_properties_in_new_york_city.ipynb

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"# Analysing the factors of growth and spatial distribution of Airbnb properties across New York City"
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"* [Introduction](#1) \n",
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"* [Necessary Imports](#117)\n",
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"* [Accessing the Airbnb data as of 2019 and the NYC tracts dataset](#69) \n",
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"* [Visualizing dataset](#50) \n",
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"* [Aggregating Airbnb count by Tracts for NYC](#81) \n",
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"* [Importing demographic data using geoenrichment service](#133) \n",
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"* [Estimating distances of tracts from various city features](#347) \n",
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"* [Importing Borough Info for each Tract](#508) \n",
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"* [Merging all the above estimated data set of features](#504) \n",
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"* [Model Building](#544)\n",
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‎samples/04_gis_analysts_data_scientists/analyzing_violent_crime.ipynb

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‎samples/04_gis_analysts_data_scientists/automate_building_footprint_extraction_using_instance_segmentation.ipynb

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"* [Export training data for deep learning](#Export-training-data-for-deep-learning)\n",
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" * [Necessary Imports](#Necessary-Imports)\n",
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‎samples/04_gis_analysts_data_scientists/automate_road_surface_investigation_using_deep_learning.ipynb

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"* [Prepare data that will be used for training](#Prepare-data-that-will-be-used-for-training)\n",
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" * [Load model architecture](#Load-model-architecture)\n",
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" * [Train a model](#Train-a-model)\n",
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" * [Detect and visualize pavement cracks in validation set](#Detect-and-visualize-pavement-cracks-in-validation-set)\n",
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" * [Save the model](#Save-the-model)\n",
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"* [Model inference](#Model-inference)\n",
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" * [Detecting pavement cracks on an image](#Detecting-pavement-cracks-on-an-image)\n",
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