"},{"ID":364572,"user_firstname":"Priscilla","user_lastname":"Kim","nickname":"Priscilla Kim","user_nicename":"pkim","display_name":"Priscilla Kim","user_email":"pkim@esri.com","user_url":"","user_registered":"2024-11-07 22:29:58","user_description":"Priscilla is an Associate Product Marketing Manager for ArcGIS Dashboards and ArcGIS GeoAnalytics Engine. She focuses on connecting powerful ArcGIS capabilities with customer needs.","user_avatar":"
"},{"ID":6651,"user_firstname":"Mallory","user_lastname":"Delgadillo","nickname":"Mallory Delgadillo","user_nicename":"mdelgadillo","display_name":"Mallory Delgadillo","user_email":"MDelgadillo@esri.com","user_url":"","user_registered":"2018-03-02 00:18:37","user_description":"Mallory Delgadillo is the Lead Product Marketing Manager for Esri's SaaS, Imagery, and Spatial Data Science products. During her nine years at Esri, she has focused on educating and inspiring data and remote sensing enthusiasts to think spatially, enhancing their understanding of GIS applications.","user_avatar":"
"}],"short_description":"This release introduces a range of new tools and productivity enhancements, making it easier for you to work with and analyze your data.","flexible_content":[{"acf_fc_layout":"content","content":"The ArcGIS GeoAnalytics Engine<\/a> 1.5 release brings a variety of new functionality and enhancements to improve your big data spatial analysis workflows. This update includes a new tool for analyzing movement patterns between entities (Find Co-Travelers), as well as a new set functions for working with motion data using the track data concept. We are also expanding the variety of spatial formats and programming languages supported, and adding API keys for authentication to improve security and governance for your GeoAnalytics Engine deployment. These new features bring more of Esri\u2019s industry-leading geospatial analytics capabilities directly to your big data \u2013 in a data lake, data warehouse, or ArcGIS.<\/p>\n Let\u2019s take a look at the highlights in a bit more detail:<\/p>\n"},{"acf_fc_layout":"content","content":" To make it easier to analyze movement between entities, we have introduced a tool to find co-travelers.\u00a0 Find Co-Travelers<\/a> analyzes time-enabled points representing moving entities and finds where two entities are moving together in space (location) and time, also known as co-traveling. Co-traveling is useful for finding linked individuals, such as helping identify a criminal fleeing with a getaway driver, marine vessels that are fishing together, or to find other related individuals that have been traveling as a pair.<\/p>\n"},{"acf_fc_layout":"image","image":{"ID":2615312,"id":2615312,"title":"fct-code-sample","filename":"fct-code-sample.png","filesize":41961,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2024\/12\/fct-code-sample.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/geoanalytics-engine\/analytics\/whats-new-in-arcgis-geoanalytics-engine-december-2024\/fct-code-sample","alt":"Example of co-travel","author":"342532","description":"","caption":"Example of co-travel found in point observations of 5 moving entities","name":"fct-code-sample","status":"inherit","uploaded_to":2615292,"date":"2024-12-06 02:01:30","modified":"2024-12-06 02:01:54","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":623,"height":604,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2024\/12\/fct-code-sample-213x200.png","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2024\/12\/fct-code-sample.png","medium-width":269,"medium-height":261,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2024\/12\/fct-code-sample.png","medium_large-width":623,"medium_large-height":604,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2024\/12\/fct-code-sample.png","large-width":623,"large-height":604,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2024\/12\/fct-code-sample.png","1536x1536-width":623,"1536x1536-height":604,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2024\/12\/fct-code-sample.png","2048x2048-width":623,"2048x2048-height":604,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2024\/12\/fct-code-sample-480x465.png","card_image-width":480,"card_image-height":465,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2024\/12\/fct-code-sample.png","wide_image-width":623,"wide_image-height":604}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":" Earlier this year in the GeoAnalytics Engine 1.4 release, we introduced a new track concept and a set of new track functions<\/a> to aid users in working with motion datasets.\u00a0We are continuing to enhance the variety of analytics that we provide for these types of data to enhance the insights that are possible to extract from motion datasets.\u00a0These new functions include improved methods for working with dwell locations (Collapse Dwell<\/a> and Split by Dwell<\/a>), calculating distance and duration of tracks within areas of interest (Distance Within<\/a> and Duration Within<\/a>), as well as identifying the specific locations where a track enters and exits an area of interest (Entry Exit Points<\/a>).<\/p>\n"},{"acf_fc_layout":"image","image":{"ID":2615322,"id":2615322,"title":"vh_speeds","filename":"vh_speeds.png","filesize":483684,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2024\/12\/vh_speeds.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/geoanalytics-engine\/analytics\/whats-new-in-arcgis-geoanalytics-engine-december-2024\/vh_speeds","alt":"track function with vessel speeds","author":"342532","description":"","caption":"Example of track functions for identifying speed based on track duration within an area of interest.","name":"vh_speeds","status":"inherit","uploaded_to":2615292,"date":"2024-12-06 02:04:09","modified":"2024-12-06 02:04:23","menu_order":0,"mime_type":"image\/png","type":"image","subtype":"png","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":999,"height":434,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2024\/12\/vh_speeds-213x200.png","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2024\/12\/vh_speeds.png","medium-width":464,"medium-height":202,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2024\/12\/vh_speeds.png","medium_large-width":768,"medium_large-height":334,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2024\/12\/vh_speeds.png","large-width":999,"large-height":434,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2024\/12\/vh_speeds.png","1536x1536-width":999,"1536x1536-height":434,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2024\/12\/vh_speeds.png","2048x2048-width":999,"2048x2048-height":434,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2024\/12\/vh_speeds-826x359.png","card_image-width":826,"card_image-height":359,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2024\/12\/vh_speeds.png","wide_image-width":999,"wide_image-height":434}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":" Giving users flexibility to work with the data formats and languages that they prefer is important to us.\u00a0For the GeoAnalytics Engine 1.5 release we have added support for GeoHash identifiers<\/a> and the Scala programming language, in additional to our existing support for Python and SQL.\u00a0 Currently Scala is only available for the GeoAnalytics functions<\/em>, with additional enhancements planned for a future release.\u00a0 We have also updated our data sources to include the GeoParquet 1.1 specification<\/a>.<\/p>\n"},{"acf_fc_layout":"content","content":" Security and governance for authorized users is important in managing your analytics environment. To make it easier to provide access to users across your organization, we are introducing the ability to create (and delete) API keys that can authorize GeoAnalytics Engine. These API keys can be used to control access and allow multiple users within a single GeoAnalytics Engine subscription. Additional details can be found in the documentation on authorization methods for GeoAnalytics Engine<\/a>.<\/p>\n We update ArcGIS GeoAnalytics Engine a few times a year to make spatial analytics a seamless part of your data science workflows. We are always looking to hear from you about the features you need for your big data spatial analytics!<\/p>\n For more information on the latest enhancements, check out the\u00a0product release notes<\/a>. For resources on getting started, tips and tricks with various tools, and much more be sure to check out the\u00a0GeoAnalytics Engine Community Site<\/a>.<\/p>\n"}],"related_articles":[{"ID":2388792,"post_author":"323652","post_date":"2024-06-27 08:05:40","post_date_gmt":"2024-06-27 15:05:40","post_content":"","post_title":"What's New in ArcGIS GeoAnalytics Engine (June 2024)","post_excerpt":"","post_status":"publish","comment_status":"open","ping_status":"closed","post_password":"","post_name":"whats-new-in-arcgis-geoanalytics-engine-june-2024","to_ping":"","pinged":"","post_modified":"2024-06-27 08:03:46","post_modified_gmt":"2024-06-27 15:03:46","post_content_filtered":"","post_parent":0,"guid":"https:\/\/www.esri.com\/arcgis-blog\/?post_type=blog&p=2388792","menu_order":0,"post_type":"blog","post_mime_type":"","comment_count":"0","filter":"raw"},{"ID":2178752,"post_author":"323652","post_date":"2024-01-11 07:35:26","post_date_gmt":"2024-01-11 15:35:26","post_content":"","post_title":"What\u2019s New in ArcGIS GeoAnalytics Engine 1.3","post_excerpt":"","post_status":"publish","comment_status":"open","ping_status":"closed","post_password":"","post_name":"whats-new-in-arcgis-geoanalytics-engine-1-3","to_ping":"","pinged":"","post_modified":"2024-01-11 07:32:14","post_modified_gmt":"2024-01-11 15:32:14","post_content_filtered":"","post_parent":0,"guid":"https:\/\/www.esri.com\/arcgis-blog\/?post_type=blog&p=2178752","menu_order":0,"post_type":"blog","post_mime_type":"","comment_count":"0","filter":"raw"},{"ID":2029642,"post_author":"323652","post_date":"2023-07-27 09:30:31","post_date_gmt":"2023-07-27 16:30:31","post_content":"","post_title":"What\u2019s New in ArcGIS GeoAnalytics Engine 1.2","post_excerpt":"","post_status":"publish","comment_status":"open","ping_status":"closed","post_password":"","post_name":"whats-new-in-arcgis-geoanalytics-engine-1-2","to_ping":"","pinged":"","post_modified":"2023-07-31 10:31:43","post_modified_gmt":"2023-07-31 17:31:43","post_content_filtered":"","post_parent":0,"guid":"https:\/\/www.esri.com\/arcgis-blog\/?post_type=blog&p=2029642","menu_order":0,"post_type":"blog","post_mime_type":"","comment_count":"0","filter":"raw"}],"show_article_image":false,"card_image":false,"wide_image":false},"yoast_head":"\nAnalyze movement patterns between entities<\/h2>\n
New functionalities to help you clean and analyze motion data<\/h2>\n
Improved spatial format and programming language support<\/h2>\n
Manage users’ access with API keys<\/h2>\n