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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
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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

Data preparation

As with almost all GIS projects, there is a considerable amount of data preparation work that must be done before the analysis can begin:

  1. Open ArcMap with the SanAntonioRealEstate.mxd file found in your C:\GeospatialTraining\SpatialStats folder.
  2. Remove or turn off the visibility of the BexarCountyCensusBlockGroups layer.
  3. Add the ZillowNeighborhoods-TX shapefile. You should now have layers for ResidentialSales, ZillowNeighborhoods-TX, and a basemap layer.
    The Zillow neighborhoods data doesn't include full coverage of every area within the San Antonio metropolitan area.
  1. Obtain a count of the number of sales along with the average and sum of each numeric attribute for each neighborhood using the spatial join functionality in ArcMap. To accomplish this, right-click on the ZillowNeighborhoods-TX layer and navigate to Joins and Relates | Join.
  1. In the Join Data dialog, define the input parameters...
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