{"id":56,"date":"2018-07-06T15:29:32","date_gmt":"2018-07-06T15:29:32","guid":{"rendered":"http:\/\/sarahjpurcell.sites.grinnell.edu\/sandbox_clone\/?page_id=56"},"modified":"2019-10-02T16:29:52","modified_gmt":"2019-10-02T16:29:52","slug":"arcmap-and-gis","status":"publish","type":"page","link":"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/tutorials\/arcmap-and-gis\/","title":{"rendered":"ArcMap and GIS"},"content":{"rendered":"<p>This tutorial was written by <a href=\"https:\/\/www.grinnell.edu\/users\/waldenka\">Katherine Walden<\/a> (Digital Liberal Arts Specialist, Grinnell College). The tutorial framework was created by Sarah Purcell (L.F. Parker Professor of History, Grinnell College). Tutorial instructions were co-authored by Martin Toney, a student workers in the Grinnell College\u2019s <a href=\"http:\/\/dasil.sites.grinnell.edu\/\">Data Analysis and Social Inquiry Lab<\/a> and Sophia Gates Stern, student mentor for this class.<\/p>\n<p>This tutorial was reviewed by <a href=\"https:\/\/www.grinnell.edu\/users\/donovang\">Gina Donovan<\/a> (Instructional Technologist) at Grinnell College, and edited by Lauren Frankel, a student worker in Grinnell College\u2019s <a href=\"http:\/\/dasil.sites.grinnell.edu\/\">Data Analysis and Social Inquiry Lab<\/a>.<\/p>\n<p>This tutorial uses <a href=\"http:\/\/www.cameronblevins.org\/postal-data\/\">data generated by Cameron Blevins<\/a> and posted on his personal site.<\/p>\n<p><a href=\"http:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/\" rel=\"license\"><img decoding=\"async\" style=\"border-width: 0;\" src=\"https:\/\/i.creativecommons.org\/l\/by-nc\/4.0\/88x31.png\" alt=\"Creative Commons License\" \/><\/a><br \/>\nArcGIS Tutorial is licensed under a <a href=\"http:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/\" rel=\"license\">Creative Commons Attribution-NonCommercial 4.0 International License<\/a>.<\/p>\n<hr \/>\n<p><em><a href=\"https:\/\/www.arcgis.com\/index.html\">ArcGIS<\/a> is an industry-standard tool developed by geographers in the 1970s. As digital historians have pursued more complex and large-scale spatial analysis projects, ArcGIS is a tool frequently used to visualize and analyze spatial data. The ArcGIS Online platform (not covered in this tutorial but featured in many digital mapping projects) allows data analyzed and visualized in ArcGIS to be interactive and publicly-accessible. We will continue working with <a href=\"http:\/\/www.cameronblevins.org\/postal-data\/\">Cameron Blevins&#8217;s postal data<\/a> for this tutorial.<\/em><\/p>\n<hr \/>\n<h5>Data:<\/h5>\n<p>1-Navigate to <a href=\"https:\/\/sarahjpurcell.sites.grinnell.edu\/digital_methods\/files\/cb_2016_us_state_5m.zip\">https:\/\/sarahjpurcell.sites.grinnell.edu\/digital_methods\/files\/cb_2016_us_state_5m.zip<\/a> in a web browser. .<\/p>\n<p>2-Save the folder to your Desktop and extract the contents.<\/p>\n<p>3- This folder will contain a <strong>folder <\/strong>(cb_2016_us_state_5m) and <strong>CSV file<\/strong> (1871_PostmasterSalary_Data.csv)<\/p>\n<p>4-Open the cb_2016_us_state_5m folder.<\/p>\n<p>5- Explore the file extensions, and open the CSV file (1871_PostmasterSalary_Data.csv) to review the structure of the postal data.<\/p>\n<blockquote><p>A note on file types:<\/p>\n<p>ArcGIS draws data on a map using shape files (.shp). A Shapefile is actually comprised of a package of individual files, but ArcGIS reads all of\u00a0 those files together as a Shapefile. Once in ArcGIS, Shapefiles become part of layers. ArcGIS can read other file types (CSV, GeoJson, KML), but the program needs to turn that data into a Shapefile in order to save, analyze, and export it.<\/p><\/blockquote>\n<h4>Starting ArcMap and Importing Data:<\/h4>\n<p>6-To open ArcMap, go to <strong>Start<\/strong>, then type &#8220;ArcMap&#8221; into the search bar. Click on the globe icon that pops up to start the program.<\/p>\n<p><a href=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-518\" src=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_1.png\" alt=\"\" width=\"799\" height=\"519\" srcset=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_1.png 799w, https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_1-300x195.png 300w, https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_1-768x499.png 768w, https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_1-676x439.png 676w\" sizes=\"auto, (max-width: 799px) 100vw, 799px\" \/><\/a><\/p>\n<p>7-Click on the <strong>Blank Map<\/strong> icon, and the program will open a blank ArcGIS map project. Save this project as &#8220;GIS_Tutorial&#8221; or another descriptive name of your choosing.<\/p>\n<h5>Importing Shapefiles into ArcMap:<\/h5>\n<p><a href=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_2.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-519\" src=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_2.png\" alt=\"\" width=\"147\" height=\"23\" \/><\/a><\/p>\n<p>8-Click on the <strong>Catalog<\/strong> button on the right-hand side of the window to open <strong>ArcCatalog<\/strong>, ArcMap&#8217;s program for connecting to files on your computer. ArcCatalogue can be run independently or within ArcMap, and locates files on your computer using folder connections.<\/p>\n<p><a href=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_4.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-521\" src=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_4.png\" alt=\"\" width=\"304\" height=\"479\" srcset=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_4.png 304w, https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_4-190x300.png 190w\" sizes=\"auto, (max-width: 304px) 100vw, 304px\" \/><\/a><\/p>\n<p>9-Click on the &#8220;Connect to Folder&#8221; button near the top of the Catalogue window. Navigate to the <strong>Desktop<\/strong> where your <strong>cb_2016_us_state_5m folder<\/strong> is located. Click on the folder and select <strong>OK<\/strong>. The folder will now appear in your catalogue window.<\/p>\n<p>10-Click on the <strong>&#8220;+&#8221;<\/strong> symbol next to the folder, which will expand to show the files included in the folder.<\/p>\n<p><a href=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_5.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-522\" src=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_5-1024x540.png\" alt=\"\" width=\"676\" height=\"356\" srcset=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_5-1024x540.png 1024w, https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_5-300x158.png 300w, https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_5-768x405.png 768w, https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_5-676x357.png 676w, https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_5.png 1427w\" sizes=\"auto, (max-width: 676px) 100vw, 676px\" \/><\/a><\/p>\n<p>11-Locate the <strong>cb_2016_us_state_5m.shp<\/strong> file, then drag it into the large blank canvas in the middle of the main window. You should now see a U.S. state map drawn in the main canvas.<\/p>\n<p><a href=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_2-2.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-565\" src=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_2-2.png\" alt=\"\" width=\"285\" height=\"58\" \/><\/a><\/p>\n<p>12-Save the project by clicking the <strong>floppy disc icon<\/strong> in the top-left.<\/p>\n<p><a href=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_6.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-523\" src=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_6.png\" alt=\"\" width=\"457\" height=\"219\" srcset=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_6.png 457w, https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_6-300x144.png 300w\" sizes=\"auto, (max-width: 457px) 100vw, 457px\" \/><\/a><br \/>\n13-Go back to the <strong>Catalog<\/strong> window, and add another folder connection to your <strong>Desktop<\/strong>, where the <strong>1871_PostmasterSalary_Data.csv<\/strong> file is located. Drag the CSV file to the left-hand side of the ArcMap window, under <strong>Table of Contents<\/strong> and <strong>Layers<\/strong>.<\/p>\n<p>14-Save the map project.<\/p>\n<p>&nbsp;<\/p>\n<blockquote><p>Another note on file types:<\/p>\n<p>ArcGIS loads shapefiles and uses them to create layers. Within the Table of Contents, you will see the shapefiles and data that have been added to the project.<\/p><\/blockquote>\n<h5>Adding data points to the map:<\/h5>\n<p>15-Right now, the <strong>cb_2016 shape file<\/strong> is drawing shape outlines, but the <strong>1871_PostmasterSalary_Data CSV file<\/strong> does not have any spatial data to display.<\/p>\n<p>16-Right click on the CSV file in the <strong>Table of Contents<\/strong> and select <strong>Display XY Data&#8230; <\/strong>from the dropdown menu.<\/p>\n<p><a href=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_7.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-524\" src=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_7.png\" alt=\"\" width=\"357\" height=\"564\" srcset=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_7.png 357w, https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_7-190x300.png 190w\" sizes=\"auto, (max-width: 357px) 100vw, 357px\" \/><\/a><br \/>\n17-On the pop-up screen, double check that <strong>Longitude<\/strong> is selected in the X field and <strong>Latitude<\/strong> is selected in the Y field. No value is needed for the Z field.<\/p>\n<p>18-Click <strong>OK<\/strong>, and click <strong>OK<\/strong> again after the Object-ID Field error pops up.<\/p>\n<p><a href=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_8.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-525\" src=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_8.png\" alt=\"\" width=\"907\" height=\"649\" srcset=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_8.png 907w, https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_8-300x215.png 300w, https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_8-768x550.png 768w, https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_8-676x484.png 676w\" sizes=\"auto, (max-width: 907px) 100vw, 907px\" \/><\/a><br \/>\n19-The points from the CSV file have been added to your map as an <strong>Events layer<\/strong> (see image above) but needed to be saved as a Shapefile.<\/p>\n<p><a href=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_9.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-526\" src=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_9.png\" alt=\"\" width=\"399\" height=\"330\" srcset=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_9.png 399w, https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_9-300x248.png 300w\" sizes=\"auto, (max-width: 399px) 100vw, 399px\" \/><\/a><\/p>\n<p>20-Right click on the <strong>Events layer<\/strong> and select <strong>Data-&gt;Export Data.<\/strong> A dialogue box will pop\u00a0 up prompting you to choose the export features and coordinate system.<\/p>\n<p>21-Leave the <strong>Export<\/strong> as the default and select <strong>&#8220;the data frame&#8221;<\/strong> for the coordinate system.<\/p>\n<p><a href=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_10.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-527\" src=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_10.png\" alt=\"\" width=\"857\" height=\"644\" srcset=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_10.png 857w, https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_10-300x225.png 300w, https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_10-768x577.png 768w, https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_10-676x508.png 676w\" sizes=\"auto, (max-width: 857px) 100vw, 857px\" \/><\/a><\/p>\n<p>22-Rename the output feature class to <strong>Postal_GIS.shp<\/strong> and click <strong>OK.<\/strong> A window will pop up asking if you want to display the exported data as a layer&#8211;click <strong>Yes.<\/strong> A <strong>Postal_GIS layer<\/strong> should now appear in your <strong>Table of Contents.<\/strong><\/p>\n<p>23-The checkboxes next to layer names allow you to decide which layers are drawn on your map. Right click on the <strong>Postal_GIS.csv Events<\/strong> layer and the <strong>Postal_GIS.csv file<\/strong> and select remove to remove these layers from your project.<\/p>\n<p>24-Save the project.<\/p>\n<blockquote><p>A note on navigating ArcMap:<\/p>\n<p><a href=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_11.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-528\" src=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_11.png\" alt=\"\" width=\"618\" height=\"56\" srcset=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_11.png 618w, https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_11-300x27.png 300w\" sizes=\"auto, (max-width: 618px) 100vw, 618px\" \/><\/a><\/p>\n<p>By this point, you may want to explore your map in more detail. The &#8220;+&#8221; symbol on the main page allows you to zoom in, and the &#8220;-&#8221; icon is a zoom-out option. The &#8220;hand&#8221; lets you drag the map around, and the i icon lets you see the dated represented by a specific point.<\/p><\/blockquote>\n<h5>Customizing your display:<\/h5>\n<p>25-Right now, the geographic information is being drawn on the map according to ArcMap&#8217;s default settings. The <strong>Symbology<\/strong> property allows us to customize how data displays on the map.<\/p>\n<p><a href=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_12.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-529\" src=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_12.png\" alt=\"\" width=\"672\" height=\"563\" srcset=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_12.png 672w, https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_12-300x251.png 300w\" sizes=\"auto, (max-width: 672px) 100vw, 672px\" \/><\/a><\/p>\n<p><a href=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_13.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-530\" src=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_13.png\" alt=\"\" width=\"672\" height=\"559\" srcset=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_13.png 672w, https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_13-300x250.png 300w\" sizes=\"auto, (max-width: 672px) 100vw, 672px\" \/><\/a><\/p>\n<p>26-Right click on the <strong>Postal_GIS layer<\/strong> and select <strong>Properties<\/strong> from the dropdown menu. Click on the <strong>Symbology<\/strong> tab, and select <strong>Quantities-&gt;Graduated<\/strong> colors under the <strong>Show<\/strong> menu on the left-hand side of the <strong>Symbology<\/strong> window.<\/p>\n<p>27-<strong>Categories<\/strong> would recolor map points by a specific data field, and <strong>Quantities<\/strong> colors map points by calculating quantities in the data.<\/p>\n<p>28-In the <strong>Value<\/strong> field, select <strong>PM_Salary<\/strong> from the dropdown. ArcMap will use the values in the PM_Salary field to determine numeric ranges.<\/p>\n<p>29-The <strong>Color Ramp<\/strong> dropdown gives you additional options for coloring your data points.<\/p>\n<p><a href=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_14.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-531\" src=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_14.png\" alt=\"\" width=\"629\" height=\"486\" srcset=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_14.png 629w, https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_14-300x232.png 300w\" sizes=\"auto, (max-width: 629px) 100vw, 629px\" \/><\/a><\/p>\n<p>By default, ArcMap calculates the ranges using Jenks or Natural Breaks. Click the Classify icon to choose other ways of calculating these intervals.<\/p>\n<p><a href=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_15.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-532\" src=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_15.png\" alt=\"\" width=\"888\" height=\"646\" srcset=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_15.png 888w, https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_15-300x218.png 300w, https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_15-768x559.png 768w, https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_15-676x492.png 676w\" sizes=\"auto, (max-width: 888px) 100vw, 888px\" \/><\/a><\/p>\n<p>30-Leave the other options at their defaults and click <strong>OK<\/strong>. Notice map points have changed color based on ranges in the postmaster&#8217;s salary. The <strong>Table of Contents<\/strong> now includes a legend under the <strong>Postal_GIS layer<\/strong> that specifies the salary range for each color.<\/p>\n<p>31-Save your project.<\/p>\n<h5>Additional display options:<\/h5>\n<ul>\n<li>We are using the cb_shape file to draw the U.S. map with state boundaries for our data points. We could also use a basemap in ArcMap to display this background. In the <strong>Table of Contents<\/strong>, uncheck the cb_shape file. Click on the <strong>Add Data<\/strong> icon and select <strong>Add a Basemap<\/strong> to see ArcMap&#8217;s default basemap options. Select a basemap and compare your experience navigating the two different maps. What would be the advantages and disadvantages of using one of ArcMap&#8217;s basemaps versus using a shapefile to draw the background?<\/li>\n<li>You were instructed to color your points based on postmaster salary ranges. What happens when you go back to <strong>Properties-&gt;Symbology<\/strong> and select a different value (under <strong>Fields<\/strong>) or select a different option under <strong>Show<\/strong>? What aspects of the data are emphasized (or become unclear) based on how you display points on the map?<\/li>\n<\/ul>\n<h5>Using the ArcToolbox:<\/h5>\n<p>In addition to visualizing map points, ArcMap includes a wide range of analysis tools, located in the <strong>ArcToolbox<\/strong>. We will use a spatial analysis tool to look at the density of points in our Postal_GIS shape file, calculated as a magnitude per unit area of points. The neighborhood radius defines the area around each cell from which the magnitude will be calculated.<\/p>\n<blockquote><p>Even though map layers are based on shapefiles, those files can contain very different types of spatial data. The cb_shapefile that includes state and county boundaries is showing polygon data, while the Postal_GIS layer is showing point data. Like we see with the postal data, combining points and polygons can be useful for analysis. ArcMap just requires each layer or shapefile to represent one type of spatial data. You could have points and polygons within a map project&#8211;just not in the same shapefile or layer.<\/p><\/blockquote>\n<p>ArcMap also gives you the option of displaying <strong>raster data<\/strong>. <strong>Raster layers<\/strong> consist of data that varies continuously or gradually. Data about elevation, geography, weather trends, and similar phenomena are mapped using raster data and raster lays. In the next section of the tutorial, we will use a spatial analysis tool to create a raster layer based on the Postal_GIS points layer.<\/p>\n<h5>Mapping Clusters:<\/h5>\n<p><a href=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_2.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-519\" src=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_2.png\" alt=\"\" width=\"147\" height=\"23\" \/><\/a><\/p>\n<p><a href=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_16.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-534\" src=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_16.png\" alt=\"\" width=\"301\" height=\"600\" srcset=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_16.png 301w, https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_16-151x300.png 151w\" sizes=\"auto, (max-width: 301px) 100vw, 301px\" \/><\/a><\/p>\n<p>32-Select the <strong>ArcToolbox<\/strong>, and click the dropdown for <strong>Spatial Analyst<\/strong>. Click on <strong>Point Density<\/strong>.<\/p>\n<p>33-If the tool doesn&#8217;t open, click on the Customize dropdown at the main ArcMap menu, select <strong>extensions<\/strong>, and be sure <strong>spatial analyst<\/strong> is checked.<\/p>\n<p><a href=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_17.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-535\" src=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_17.png\" alt=\"\" width=\"588\" height=\"415\" srcset=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_17.png 588w, https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_17-300x212.png 300w\" sizes=\"auto, (max-width: 588px) 100vw, 588px\" \/><\/a><br \/>\n34-Select <strong>Postal_GIS<\/strong> for <strong>Input point features<\/strong>. Leave <strong>Population field<\/strong> as <strong>NONE<\/strong> for now. Change the name of the output layer to <strong>Postal_Den<\/strong> and leave the other options as defaults. Click <strong>OK<\/strong>.<\/p>\n<p><a href=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_19.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-537\" src=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_19-1024x811.png\" alt=\"\" width=\"676\" height=\"535\" srcset=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_19-1024x811.png 1024w, https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_19-300x238.png 300w, https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_19-768x608.png 768w, https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_19-676x536.png 676w, https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_19.png 1189w\" sizes=\"auto, (max-width: 676px) 100vw, 676px\" \/><\/a><\/p>\n<p>35-A new layer should appear in your table of contents. If the new layer is covered by other layers, we need to change the drawing order of layers to make the density layer visible.<\/p>\n<p><a href=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_20.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-538\" src=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_20.png\" alt=\"\" width=\"151\" height=\"47\" srcset=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_20.png 151w, https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_20-150x47.png 150w\" sizes=\"auto, (max-width: 151px) 100vw, 151px\" \/><\/a><\/p>\n<p>36-Click on the <strong>Drawing Order View<\/strong> icon in the <strong>Table of Contents<\/strong> to select the drawing order view.<\/p>\n<p>37-Click and drag the <strong>Postal_Den<\/strong> layer to be between the <strong>cb_shapefile<\/strong> and <strong>Postal_GIS<\/strong> layer. You should see a colored square between the U.S. map layer and the points.<\/p>\n<p>38-The reason we&#8217;re seeing the large solid-color square is because the lowest range of density values in the layer is still displaying with a solid color, rather than a lighter shade or more transparent color option.<\/p>\n<p>39-Right click on the <strong>Postal_Den<\/strong> layer and select <strong>Properties<\/strong> from the dropdown.<\/p>\n<p><a href=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_22.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-540\" src=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_22.png\" alt=\"\" width=\"654\" height=\"502\" srcset=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_22.png 654w, https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_22-300x230.png 300w\" sizes=\"auto, (max-width: 654px) 100vw, 654px\" \/><\/a><\/p>\n<p>40-Select <strong>Symbology<\/strong> and see the numeric ranges assigned to each color under <strong>Symbol<\/strong>.<\/p>\n<p>41-Double click on the color box for the first range (0.00-9.88) and select <strong>No color.<\/strong> This option makes the first range transparent so the smaller values are not distorting the map layers.<\/p>\n<p><a href=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_23.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-541\" src=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_23-1024x799.png\" alt=\"\" width=\"676\" height=\"527\" srcset=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_23-1024x799.png 1024w, https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_23-300x234.png 300w, https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_23-768x600.png 768w, https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_23-676x528.png 676w, https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_23.png 1176w\" sizes=\"auto, (max-width: 676px) 100vw, 676px\" \/><\/a><br \/>\n42-Zoom in on a particular high-density cluster to see the individual points that contributed to the density analysis. This first density calculation was based on the number of map points.<\/p>\n<p>43-We will add another raster layer by calculating where the point density for higher-paying postmaster positions.<\/p>\n<p>44-Reopen the point density tool.<\/p>\n<p>45-Use the same <strong>Postal_GIS<\/strong> layer, but select <strong>PM_Salary<\/strong> (rather than population field) from the dropdown.<\/p>\n<p>46-Rename the output to <strong>Salary_Den.<\/strong><\/p>\n<p>47-Customize the layer&#8217;s display like we did with the original density calculation. You can also select a different color ramp under <strong>Properties-&gt;Symbology.<\/strong><\/p>\n<p>&nbsp;<\/p>\n<hr \/>\n<h5>Exporting Your Map as an Image File<\/h5>\n<p>For this tutorial, you&#8217;ll export the map you created as an image, without adding titles, legends, or other map elements that would be necessary for a user to interact with or &#8220;read&#8221; your map.<\/p>\n<p>ArcMap gives you the option to add scale bars, images, and legends to your map using the Page Layout functionality. <a href=\"http:\/\/desktop.arcgis.com\/en\/arcmap\/latest\/map\/page-layouts\/a-quick-tour-of-page-layouts.htm\">Click here<\/a> to learn more about Page Layouts.<\/p>\n<p><a href=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_28-e1535726670520.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-637\" src=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_28-e1535726670520.png\" alt=\"\" width=\"191\" height=\"418\" srcset=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_28-e1535726670520.png 191w, https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_28-e1535726670520-137x300.png 137w\" sizes=\"auto, (max-width: 191px) 100vw, 191px\" \/><\/a><a href=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_29.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-638\" src=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_29.png\" alt=\"\" width=\"564\" height=\"722\" srcset=\"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_29.png 564w, https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-content\/uploads\/2018\/08\/Capture_29-234x300.png 234w\" sizes=\"auto, (max-width: 564px) 100vw, 564px\" \/><\/a><\/p>\n<p>48-Click <strong>File-Export Map<\/strong>, and select TIFF or JPG under <strong>Save as type<\/strong>. Change the resolution to 600 dpi (dots per inch) to export an image with archive-quality resolution.<\/p>\n<p>49-Save the file to your Desktop as Postal_Tutorial or another descriptive name.<\/p>\n<p>&nbsp;<\/p>\n<hr \/>\n<p><strong><em>Tutorial reflection questions (Please answer these questions in your reflection journal on P-web BY 5:00 pm on Friday, October 4):<\/em><\/strong><\/p>\n<ul>\n<li><em>How is using a tool like ArcGIS for spatial analysis different than Google Maps?<\/em><\/li>\n<li><em>What features or aspects of the data were you able to analyze and visualize in ArcGIS that you hadn&#8217;t thought about before?<\/em><\/li>\n<li><em>Drawing on your own historical interests, what types of data or data sources could you analyze and visualize using ArcGIS?<\/em><\/li>\n<li><em>What are the limitations or challenges of a tool like ArcGIS for historical spatial analysis?<\/em><\/li>\n<li><em>ArcGIS can do much more than we are exploring here; it is a very complex tool.\u00a0 How does its complexity help or hurt your ability to use this tool to ask and answer historical questions?<\/em><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>This tutorial was written by Katherine Walden (Digital Liberal Arts Specialist, Grinnell College). The tutorial framework was created by Sarah Purcell (L.F. Parker Professor of History, Grinnell College). Tutorial instructions were co-authored by Martin Toney, a student workers in the Grinnell College\u2019s Data Analysis and Social Inquiry Lab and Sophia Gates Stern, student mentor for [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":53,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-56","page","type-page","status-publish","hentry","post-preview"],"_links":{"self":[{"href":"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-json\/wp\/v2\/pages\/56","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-json\/wp\/v2\/comments?post=56"}],"version-history":[{"count":26,"href":"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-json\/wp\/v2\/pages\/56\/revisions"}],"predecessor-version":[{"id":791,"href":"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-json\/wp\/v2\/pages\/56\/revisions\/791"}],"up":[{"embeddable":true,"href":"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-json\/wp\/v2\/pages\/53"}],"wp:attachment":[{"href":"https:\/\/his100.sarahjpurcell.sites.grinnell.edu\/spring-2021\/wp-json\/wp\/v2\/media?parent=56"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}