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For the next set of tools, you will run them each twice: once with a polygon dataset and once with a point dataset.

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Optimized Hot Spot Analysis (Getis-Ord Gi*)

1. At the top of the Geoprocessing pane, click the Back arrow button.
2. Within the Analyzing Patterns toolsetthe Mapping Clusters toolset,
3. click the Hot Spot Analysis (Getis-Ord Gi*) tool.
4. In the upper right corner of the ‘Hot Spot Analysis’ tool, hover over the Help ? button.
5. (Help)

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1. In the Catalog pane on the right, within the Patterns.gdb geodatabase, right-click the Race_CensusTracts feature class and select Add To New Map.

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Note that hot spot doesn’t mean high value. A has a feature with low value, but surrounding neighbors all have high value, which will cause a significantly high mean value than the global mean for this spot. It depends on the scale of the analysis.

1)    Polygon_Race_Percent_of_White

Using Race_CensusTracts Dataset

• Geoprocessing -> ArcToolbox -> Spatial Statistics Tools -> Mapping Clusters -> Optimized Hot Spot Analysis

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2)    Point_CrimeRate

Using Census Block Groups and total_crimes Datasets

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Cluster and Outlier Analysis (Anselin Local Morans I)

1)    Polygon_Race_Percent_of_White

             Using Race_CensusTracts Dataset

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