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Using Hot-spot analysis locations of Aggravated Assault Data for a City and County in 2017. Introduction
Crime levels have an important impact on social cohesion and civil life. Social Scientists can use the geographic tools available in ArcGIS Online to measure many variables pertaining to crime and its relationship with other social variables such as income, housing, and employment. Complete the steps below for a great introduction to these AGOL methods and data sources. Fill in the information as described and upload your final completed Word document to Blackboard.
Methods and Data Sources: Crime Hot and Cold Spots
Adding, Filtering, and Clustering Crime Data
Many cities make geocoded crime incident data available to the public that can be downloaded and imported into GIS software. However, the available formats vary (usually shapefiles and CSV files) and significant cleanup is often required to get the data into a format suitable for import.
For this assignment, 2017 crime incident data for Baltimore has already been imported into an ArcGIS Online hosted layer (Minn 2017 Crime Baltimore). To visualize the data:
Add data, search for the ‘Crime’ in My Organization, and add Minn 2017 Crime Baltimore to the map
View the metadata to find the name of the crime category variable (open the table or open the layer’s description page and click ‘data’.
Filter by crime: Description is AGG. ASSAULT
Turn on clustering: When a large number of points makes it impossible to see patterns, the clustering feature can be helpful to aggregate points into graduated bubbles depending on the zoom level. Adjust the slider bar so that your clustered dots look appropriate.
Save your map
Hot Spot Analysis Tool
Under your Crime layer, click Perform Analysis, Analyze Patterns, Find Hot Spots
Choose the point layer to analyze. Accept the default settings for each step and option.
Give the new hot spot layer a meaningful name
Uncheck the box: Use current map extent. This will calculate the hot spots for all of your crime features, regardless of your zoom factor.
Show credits - if this is over 20, you may be analyzing the wrong layer
Run Analysis - this may take a few minutes
This tool sometimes freezes and never returns. Remember, all processing is occurring ON THE SERVER, not your own computer. If your analysis doesn't complete after three minutes:
Check your content page to see if the hot spot layer was created
Reload your map and then add the hot spot layer by hand if necessary. Adjust symbology to show hot (red) areas or cold (blue) areas. Use a blue-to-red color ramp in style settings.
Add labels (more options, create labels). Specify the ‘number of points’ field.
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