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Spatial Analytics with ArcGIS

You're reading from   Spatial Analytics with ArcGIS Build powerful insights with spatial analytics

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Product type Paperback
Published in Apr 2017
Publisher Packt
ISBN-13 9781787122581
Length 290 pages
Edition 1st Edition
Languages
Tools
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Author (1):
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Eric Pimpler Eric Pimpler
Author Profile Icon Eric Pimpler
Eric Pimpler
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Table of Contents (11) Chapters Close

Preface 1. Introduction to Spatial Statistics in ArcGIS and R 2. Measuring Geographic Distributions with ArcGIS Tools FREE CHAPTER 3. Analyzing Patterns with ArcGIS Tools 4. Mapping Clusters with ArcGIS Tools 5. Modeling Spatial Relationships with ArcGIS Tools 6. Working with the Utilities Toolset 7. Introduction to the R Programming Language 8. Creating Custom ArcGIS Tools with ArcGIS Bridge and R 9. Application of Spatial Statistics to Crime Analysis 10. Application of Spatial Statistics to Real Estate Analysis

Using the Mapping Clusters tool in vehicle theft data

In the last section, our analysis revealed that vehicle theft in Seattle is clustered. Now, we'll expand our analysis to include the use of several tools found in the Mapping Clusters toolset, including Hot Spot Analysis, Grouping Analysis, and Cluster and Outlier Analysis:

  1. Let's start the clustering analysis by running the Hot Spot Analysis tool. Define Seattle_NHood_VehicleTheft as the input feature class and NormVT as the analysis field. You can define the name and location of the output feature class. For the Conceptualization of Spatial Relationships parameter, use your knowledge of the neighborhood boundaries and the dataset to select an appropriate value. The following screenshot shows the output using CONTIGUITY_EDGES_CORNERS. You may also want to run this tool multiple times with different values for the spatial relationship parameter to see...
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