{"id":386402,"date":"2018-12-19T11:46:13","date_gmt":"2018-12-19T19:46:13","guid":{"rendered":"http:\/\/www.esri.com\/arcgis-blog\/?post_type=blog&#038;p=386402"},"modified":"2020-02-21T12:22:14","modified_gmt":"2020-02-21T20:22:14","slug":"geoanalytics-server-analysis-demo-ozone-detection","status":"publish","type":"blog","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/geoanalytics-server\/analytics\/geoanalytics-server-analysis-demo-ozone-detection","title":{"rendered":"GeoAnalytics Server Analysis Demo &#8211; Ozone Detection"},"author":8022,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","format":"standard","meta":{"_acf_changed":false,"_searchwp_excluded":""},"categories":[23341],"tags":[282382],"industry":[],"product":[36941],"class_list":["post-386402","blog","type-blog","status-publish","format-standard","hentry","category-analytics","tag-geoanalytics-server","product-geoanalytics-server"],"acf":{"short_description":"Link to a GeoAnalytics Server demo showing how to detect incidents of high ground level ozone from sensor readings.","flexible_content":[{"acf_fc_layout":"content","content":"<p><b><span class=\"uiOutputText\" dir=\"ltr\">New GeoAnalytics Server demo now available!<\/span><\/b><\/p>\n<p>GeoAnalytics Server is a big data analysis and processing capability of ArcGIS Enterprise. T<span class=\"uiOutputText\" dir=\"ltr\">his demo shows how the GeoAnalytics Detect Incidents tool can rapidly query 31,000,000 individual sensor measurements in 12 minutes to identify areas of the US that have experienced high levels of ground level ozone. The same type of analysis can apply to mine data and hot spots from other static sensor networks.\u00a0<\/span><\/p>\n<p><iframe loading=\"lazy\" title=\"Detecting Ozone Measurements with GeoAnalytics Server\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/Pk3a4E7jfpI?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n<p>To learn more about GeoAnalytics Server, visit <a href=\"http:\/\/enterprise.arcgis.com\/en\/server\/latest\/get-started\/windows\/what-is-arcgis-geoanalytics-server-.htm\">GeoAnalytics documentation<\/a> and the <a href=\"https:\/\/www.esri.com\/en-us\/arcgis\/products\/arcgis-geoanalytics-server\">homepage<\/a>, where you can sign up for updates on the product.<\/p>\n<p>Enjoy the demo!<\/p>\n"}],"authors":[{"ID":8022,"user_firstname":"Hilary","user_lastname":"Curtis","nickname":"HC","user_nicename":"hcurtis","display_name":"Hilary Curtis","user_email":"HCurtis@esri.com","user_url":"","user_registered":"2018-05-23 23:31:52","user_description":"Hilary is a Product Manager for ArcGIS Enterprise and loves urban ecology, biking and her dog Ada.","user_avatar":"<img data-del=\"avatar\" src='https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2018\/12\/1057e88680157c0-150x150.jpg' class='avatar pp-user-avatar avatar-96 photo ' height='96' width='96'\/>"}],"related_articles":[{"ID":410232,"post_author":"8022","post_date":"2019-01-16 17:17:09","post_date_gmt":"2019-01-17 01:17:09","post_content":"","post_title":"Following the flow of data in GeoAnalytics Server","post_excerpt":"","post_status":"publish","comment_status":"open","ping_status":"closed","post_password":"","post_name":"following-the-flow-of-data-in-geoanalytics-server","to_ping":"","pinged":"","post_modified":"2020-02-21 12:22:08","post_modified_gmt":"2020-02-21 20:22:08","post_content_filtered":"","post_parent":0,"guid":"http:\/\/www.esri.com\/arcgis-blog\/?post_type=blog&#038;p=410232","menu_order":0,"post_type":"blog","post_mime_type":"","comment_count":"0","filter":"raw"},{"ID":270772,"post_author":"8132","post_date":"2018-07-26 06:00:40","post_date_gmt":"2018-07-26 13:00:40","post_content":"","post_title":"Visualize aggregated data in ArcGIS GeoAnalytics Server 10.6.1","post_excerpt":"","post_status":"publish","comment_status":"closed","ping_status":"closed","post_password":"","post_name":"data-aggregation-using-geoanalytics-server","to_ping":"","pinged":"","post_modified":"2019-11-01 14:04:51","post_modified_gmt":"2019-11-01 21:04:51","post_content_filtered":"","post_parent":0,"guid":"http:\/\/www.esri.com\/arcgis-blog\/?post_type=blog&#038;p=270772","menu_order":0,"post_type":"blog","post_mime_type":"","comment_count":"0","filter":"raw"},{"ID":82061,"post_author":"7431","post_date":"2018-01-22 09:00:56","post_date_gmt":"2018-01-22 09:00:56","post_content":"","post_title":"What\u2019s new in ArcGIS Enterprise 10.6: Geocode Locations from Table in ArcGIS GeoAnalytics Server","post_excerpt":"","post_status":"publish","comment_status":"closed","ping_status":"closed","post_password":"","post_name":"whats-new-in-arcgis-enterprise-10-6-geocode-locations-from-table-in-arcgis-geoanalytics-server","to_ping":"","pinged":"","post_modified":"2024-01-25 14:01:50","post_modified_gmt":"2024-01-25 22:01:50","post_content_filtered":"","post_parent":0,"guid":"http:\/\/www.esri.com\/arcgis-blog\/products\/product\/uncategorized\/whats-new-in-arcgis-enterprise-10-6-geocode-locations-from-table-in-arcgis-geoanalytics-server\/","menu_order":0,"post_type":"blog","post_mime_type":"","comment_count":"0","filter":"raw"},{"ID":123471,"post_author":"7431","post_date":"2018-03-20 05:30:37","post_date_gmt":"2018-03-20 05:30:37","post_content":"This year's Esri Developer Summit was the biggest one yet. Crucial conference highlights\u00a0include:\u00a0the giant outdoor carnival full of games and food and fun, and\u00a0the opportunity to talk with\u00a0visitors\u00a0to\u00a0the\u00a0GeoAnalytics showcase.\u00a0Getting to hear your questions, comments and\u00a0use\u00a0cases\u00a0is always exciting and inspiring.\u00a0In case you weren't there, our team has\u00a0compiled the most frequently asked questions here in hopes of answering yours!\n\n<strong> \u201cWhat is ArcGIS GeoAnalytics Server?\u201d<\/strong>\n\n<a href=\"http:\/\/enterprise.arcgis.com\/en\/server\/latest\/get-started\/windows\/what-is-arcgis-geoanalytics-server-.htm\" target=\"_blank\">GeoAnalytics Server<\/a> is\u00a0a licensing role for one or more ArcGIS Server machines used for the analysis of large volumes of vector and tabular data. What\u2019s unique about these analysis servers is that they can distribute processing across multiple machines and cores. This means that when your datasets become too large to be processed on a single machine or core, GeoAnalytics can step in to speed up that process. Jobs that may have taken months, weeks, or days can take hours or minutes with GeoAnalytics.\n\n<strong>\"I see that the ArcGIS Enterprise portal's Map Viewer has both Standard Tools and GeoAnalytics Tools. What are the differences, and when would I use one or the other?\u201d<\/strong>\n\nStandard tools are available by default in ArcGIS Enterprise and perform feature analysis using your hosting server. These tools are useful when you are processing average-sized data. GeoAnalytics Tools, however, process data in parallel on your GeoAnalytics Server, and are specialized to process larger amounts of data more quickly. Both toolsets contain some similar tools, like Aggregate Points, Join Features, and Find Hot Spots, but GeoAnalytics\u2019 extra edge is that it provides tools to track trends, patterns and anomalies in both space and time.\n\n<a title=\"Compare standard and GeoAnalytics Tools\" href=\"https:\/\/enterprise.arcgis.com\/en\/portal\/latest\/use\/standard-and-big-data-feature-analysis-comparison.htm\" target=\"_blank\">Learn more about standard analysis and GeoAnalytics Tools<\/a>\n\n<strong>\u201cGeoAnalytics, GeoEvent, Insights, and analysis in ArcGIS Pro: How does it all work together?\"<\/strong>\n\nGeoAnalytics, <a title=\"GeoEvent\" href=\"http:\/\/www.esri.com\/arcgis\/products\/geoevent-server\" target=\"_blank\">GeoEvent Server<\/a>, and <a title=\"Insights\" href=\"https:\/\/www.esri.com\/en-us\/arcgis\/products\/insights-for-arcgis\/overview\" target=\"_blank\">Insights for ArcGIS<\/a> complement each other, but also work well in isolation. GeoEvent is used to ingest real-time stream data from sources like sensors and GPS measurements. GeoEvent exposes ingested data as feature layers, which can optionally be explored further in Insights or processed using GeoAnalytics Tools. Insights provides a data workbench experience for your data, allowing you to explore, iterate on and share your findings via charts, graphs and maps. Insights can take advantage of different analysis engines, so while you are using your Insights workbook, your analysis may be powered by Insights, standard analysis tools, or even GeoAnalytics Tools, depending on the configuration of ArcGIS Enterprise.\n\n<strong>\u201cI have a huge dataset, and it\u2019s not drawing quickly. I want to draw a zillion points, how do I do that?\u201d<\/strong>\n\nWell, you may not want to. Why? Because visualizing millions and trillions of features on their own isn\u2019t informative. Instead, consider using GeoAnalytics to visualize big data patterns by aggregating and summarizing trends. This allows you to explore and find patterns that would otherwise go unseen amid your many features. For example, below are millions of\u2026.can you tell? Exactly \u2014\u00a0it\u2019s hard to see anything with that many points. These are taxi pickup locations in New York City (Do not try this at home!)\n\n<a href=\"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/03\/gax_devsummit.gif\"><img class=\"alignnone size-full wp-image-102575\" src=\"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2020\/03\/gax_devsummit.gif\" alt=\"NYC Taxi big data dataset aggregated into polygons\" width=\"600\" height=\"608\" \/><\/a>\n\n<strong>\u201cAm I able to automate GeoAnalytics workflows? Does it work with the Jupyter Notebooks I\u2019ve been hearing so much about?\u201d<\/strong>\n\nYes, and yes! The ArcGIS Python API can be used to automate and execute workflows. For those of you who are fans of Jupyter Notebooks, GeoAnalytics Tools can be executed there, too! Additionally, GeoAnalytics Tools can be used with Model Builder in ArcGIS Pro and in ArcPy. If REST is your preferred tool execution method (props to you!) then you can run the tools through the REST API.\n\n<strong>\u201cThat all sounds great. Now,\u00a0how do I install it? Is GeoAnalytics an extension or a separate install?\u201d<\/strong>\n\nGeoAnalytics is a server role within ArcGIS Enterprise, not an extension. It builds off of the ArcGIS Enterprise base deployment. First, install ArcGIS Server and license it for GeoAnalytics, then federate your GeoAnalytics site with your Enterprise portal. You\u2019ll need to also install and configure the ArcGIS Data Store (spatiotemporal big data), used as an output for your results. Once your environment is all set up, you can start crunching some data!\n\nHopefully this was useful in answering your questions. Which features are you excited about? Are you currently using GeoAnalytics? Let us know in the comments below!","post_title":"ArcGIS GeoAnalytics Server: DevSummit 2018 FAQs!","post_excerpt":"","post_status":"publish","comment_status":"closed","ping_status":"closed","post_password":"","post_name":"arcgis-geoanalytics-server-devsummit-2018-faqs","to_ping":"","pinged":"","post_modified":"2018-06-22 17:06:09","post_modified_gmt":"2018-06-22 17:06:09","post_content_filtered":"","post_parent":0,"guid":"http:\/\/www.esri.com\/arcgis-blog\/products\/product\/uncategorized\/arcgis-geoanalytics-server-devsummit-2018-faqs\/","menu_order":0,"post_type":"blog","post_mime_type":"","comment_count":"0","filter":"raw"}],"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2018\/12\/Ozone-demo.png","wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2018\/12\/clouds.jpg"},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.9 (Yoast SEO v25.9) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>GeoAnalytics Server Analysis Demo - Ozone Detection<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.esri.com\/arcgis-blog\/products\/geoanalytics-server\/analytics\/geoanalytics-server-analysis-demo-ozone-detection\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"GeoAnalytics Server Analysis Demo - Ozone Detection\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.esri.com\/arcgis-blog\/products\/geoanalytics-server\/analytics\/geoanalytics-server-analysis-demo-ozone-detection\" \/>\n<meta property=\"og:site_name\" content=\"ArcGIS Blog\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/esrigis\/\" \/>\n<meta property=\"article:modified_time\" content=\"2020-02-21T20:22:14+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@ESRI\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":[\"Article\",\"BlogPosting\"],\"@id\":\"https:\/\/www.esri.com\/arcgis-blog\/products\/geoanalytics-server\/analytics\/geoanalytics-server-analysis-demo-ozone-detection#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.esri.com\/arcgis-blog\/products\/geoanalytics-server\/analytics\/geoanalytics-server-analysis-demo-ozone-detection\"},\"author\":{\"name\":\"Hilary Curtis\",\"@id\":\"https:\/\/www.esri.com\/arcgis-blog\/#\/schema\/person\/82f9ceb1682e148893efe05cb245115b\"},\"headline\":\"GeoAnalytics Server Analysis Demo &#8211; 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