{"id":1866402,"date":"2023-03-06T13:52:11","date_gmt":"2023-03-06T21:52:11","guid":{"rendered":"https:\/\/www.esri.com\/arcgis-blog\/?post_type=blog&#038;p=1866402"},"modified":"2023-03-06T13:52:11","modified_gmt":"2023-03-06T21:52:11","slug":"spatial-analysis-in-azure-synapse-analytics-with-arcgis-geoanalytics-engine","status":"publish","type":"blog","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/geoanalytics-engine\/analytics\/spatial-analysis-in-azure-synapse-analytics-with-arcgis-geoanalytics-engine","title":{"rendered":"Spatial analysis in Azure Synapse Analytics with ArcGIS GeoAnalytics Engine"},"author":323652,"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":[586931,25351,768872,340332,23391],"industry":[],"product":[765842],"class_list":["post-1866402","blog","type-blog","status-publish","format-standard","hentry","category-analytics","tag-apache-spark","tag-big-data","tag-big-data-analytics","tag-data-analysis","tag-spatial-analytics","product-geoanalytics-engine"],"acf":{"authors":[{"ID":323502,"user_firstname":"Arif","user_lastname":"Masrur","nickname":"Arif Masrur","user_nicename":"amasrur","display_name":"Arif Masrur","user_email":"amasrur@esri.com","user_url":"","user_registered":"2022-12-01 19:41:13","user_description":"Arif Masrur is a Sr. Solutions Engineer at Esri with expertise in spatial data science and GeoAI. He has a PhD in Geography (GIScience and Data Analytics) from Penn State, and loves transforming space-time data into actionable intelligence.","user_avatar":"<img data-del=\"avatar\" src='https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2025\/10\/g2513150-dev-2022-portraits-1042-scaled-e1759350705582-213x200.jpg' class='avatar pp-user-avatar avatar-96 photo ' height='96' width='96'\/>"},{"ID":323652,"user_firstname":"Corinne","user_lastname":"Walker","nickname":"cwalker","user_nicename":"cwalker","display_name":"Corinne Walker","user_email":"cwalker@esri.com","user_url":"","user_registered":"2022-12-06 16:07:24","user_description":"Corinne is a Product Marketing Manager on Esri\u2019s Spatial Analytics &amp; Data Science team. She has a background in marketing and business analytics with experience working in the technology and geospatial industries.","user_avatar":"<img data-del=\"avatar\" src='https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/12\/IMG-1771-square-465x465.jpg' class='avatar pp-user-avatar avatar-96 photo ' height='96' width='96'\/>"}],"short_description":"Learn how the integration of ArcGIS GeoAnalytics Engine with Azure Synapse Analytics enables powerful spatial analysis.","flexible_content":[{"acf_fc_layout":"content","content":"<p>In today&#8217;s data-driven world, organizations are constantly seeking new ways to analyze and derive insights from vast amounts of data. One increasingly popular approach is geospatial analysis, which involves examining location-based data to uncover patterns and trends that can inform decision-making.<\/p>\n<p>Esri partnered with Microsoft on a blog to showcase how cross-industry use cases involving big data can be analyzed by integrating <a href=\"https:\/\/www.esri.com\/en-us\/arcgis\/products\/arcgis-geoanalytics-engine\/overview?aduc=PublicRelations&amp;sf_id=7015x000001RhGUAA0&amp;aduco=microsoft-azure-synapse-blog&amp;aduca=MIArcGISGeoAnalyticsEngine&amp;adum=Blog&amp;utm_source=PublicRelations\">ArcGIS GeoAnalytics Engine<\/a> with Azure Synapse Analytics, a cloud-based analytics service that offers a unified experience for organizations to process, manage, and analyze data. GeoAnalytics Engine delivers a Spark-native solution for spatial big data analytics by providing a comprehensive library of cloud-native spatial functions and analysis tools that can be used wherever the data lives.<\/p>\n<p><a href=\"https:\/\/go.esri.com\/azure-synapse-analytics-blog\">Read the blog<\/a> to explore how this integration can enable organizations to perform powerful geospatial analysis on their data by leveraging the capabilities of both Azure Synapse Analytics and ArcGIS GeoAnalytics Engine to drive better business outcomes.<\/p>\n"},{"acf_fc_layout":"image","image":{"ID":1867172,"id":1867172,"title":"GA Engine_Microsoft Azure Blog","filename":"GA-Engine_Microsoft-Blog.png","filesize":420348,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/GA-Engine_Microsoft-Blog.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/geoanalytics-engine\/analytics\/spatial-analysis-in-azure-synapse-analytics-with-arcgis-geoanalytics-engine\/ga-engine_microsoft-blog","alt":"ArcGIS GeoAnalytics Engine architecture for an Azure Synapse Analytics spark environment","author":"323652","description":"","caption":"GeoAnalytics Engine architecture for an Azure Synapse Analytics spark environment","name":"ga-engine_microsoft-blog","status":"inherit","uploaded_to":1866402,"date":"2023-03-06 20:41:15","modified":"2023-03-06 21:11:36","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":1355,"height":813,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/GA-Engine_Microsoft-Blog-213x200.png","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/GA-Engine_Microsoft-Blog.png","medium-width":435,"medium-height":261,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/GA-Engine_Microsoft-Blog.png","medium_large-width":768,"medium_large-height":461,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/GA-Engine_Microsoft-Blog.png","large-width":1355,"large-height":813,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/GA-Engine_Microsoft-Blog.png","1536x1536-width":1355,"1536x1536-height":813,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/GA-Engine_Microsoft-Blog.png","2048x2048-width":1355,"2048x2048-height":813,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/GA-Engine_Microsoft-Blog-775x465.png","card_image-width":775,"card_image-height":465,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/03\/GA-Engine_Microsoft-Blog.png","wide_image-width":1355,"wide_image-height":813}},"image_position":"center","orientation":"horizontal","hyperlink":"https:\/\/techcommunity.microsoft.com\/t5\/azure-synapse-analytics-blog\/spatial-analysis-in-azure-synapse-analytics-with-arcgis\/ba-p\/3728969"},{"acf_fc_layout":"blockquote","content":"<p>This is a collaborative blog from Esri and Microsoft. Thank you to Zac Hall, a Director of Partner Technology Strategy at Microsoft, for his contribution. <\/p>\n"}],"related_articles":[{"ID":1789392,"post_author":"323652","post_date":"2022-12-08 16:05:57","post_date_gmt":"2022-12-09 00:05:57","post_content":"","post_title":"ArcGIS GeoAnalytics Engine in Databricks: Scalable Geospatial Analysis in a Data Science Workflow","post_excerpt":"","post_status":"publish","comment_status":"open","ping_status":"closed","post_password":"","post_name":"arcgis-geoanalytics-engine-in-databricks-scalable-geospatial-analysis-in-a-data-science-workflow","to_ping":"","pinged":"","post_modified":"2022-12-15 10:21:36","post_modified_gmt":"2022-12-15 18:21:36","post_content_filtered":"","post_parent":0,"guid":"https:\/\/www.esri.com\/arcgis-blog\/?post_type=blog&#038;p=1789392","menu_order":0,"post_type":"blog","post_mime_type":"","comment_count":"0","filter":"raw"},{"ID":1662692,"post_author":"312882","post_date":"2022-07-13 13:27:44","post_date_gmt":"2022-07-13 20:27:44","post_content":"","post_title":"Big Data Analytics with Amazon EMR and Esri\u2019s ArcGIS GeoAnalytics Engine","post_excerpt":"","post_status":"publish","comment_status":"open","ping_status":"closed","post_password":"","post_name":"big-data-analytics-with-amazon-emr-and-esris-arcgis-geoanalytics-engine","to_ping":"","pinged":"","post_modified":"2022-07-13 14:08:52","post_modified_gmt":"2022-07-13 21:08:52","post_content_filtered":"","post_parent":0,"guid":"https:\/\/www.esri.com\/arcgis-blog\/?post_type=blog&#038;p=1662692","menu_order":0,"post_type":"blog","post_mime_type":"","comment_count":"0","filter":"raw"},{"ID":1837222,"post_author":"6481","post_date":"2023-02-14 10:10:32","post_date_gmt":"2023-02-14 18:10:32","post_content":"","post_title":"What's New in ArcGIS GeoAnalytics Engine 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20:57:01","post_content_filtered":"","post_parent":0,"guid":"https:\/\/www.esri.com\/arcgis-blog\/?post_type=blog&#038;p=1611342","menu_order":0,"post_type":"blog","post_mime_type":"","comment_count":"0","filter":"raw"},{"ID":1502092,"post_author":"303212","post_date":"2022-03-10 10:00:27","post_date_gmt":"2022-03-10 18:00:27","post_content":"","post_title":"Dev Summit 2022: Big data analysis with GeoAnalytics Engine","post_excerpt":"","post_status":"publish","comment_status":"closed","ping_status":"closed","post_password":"","post_name":"dev-summit-2022-big-data-analysis-with-geoanalytics-on-demand-engine","to_ping":"","pinged":"","post_modified":"2024-03-08 11:08:24","post_modified_gmt":"2024-03-08 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