{"id":1622112,"date":"2022-06-30T02:54:10","date_gmt":"2022-06-30T09:54:10","guid":{"rendered":"https:\/\/www.esri.com\/arcgis-blog\/?post_type=blog&#038;p=1622112"},"modified":"2022-06-30T14:53:32","modified_gmt":"2022-06-30T21:53:32","slug":"spatial-statistics-at-the-2022-esri-user-conference","status":"publish","type":"blog","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-pro\/announcements\/spatial-statistics-at-the-2022-esri-user-conference","title":{"rendered":"Spatial Statistics at the 2022 Esri User Conference"},"author":313272,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","format":"standard","meta":{"_acf_changed":false,"_searchwp_excluded":""},"categories":[23341,37101],"tags":[42181,31601,765212,25631,25581],"industry":[],"product":[36841,36711,36801,36551,36561,37031],"class_list":["post-1622112","blog","type-blog","status-publish","format-standard","hentry","category-analytics","category-announcements","tag-arcgis-pro","tag-data-science","tag-esri-uc-2022","tag-spatial-analysis","tag-spatial-statistics","product-api-python","product-bus-analyst","product-insights","product-arcgis-online","product-arcgis-pro","product-spatial-analyst"],"acf":{"authors":[{"ID":313272,"user_firstname":"Hanna","user_lastname":"Asefaw","nickname":"Hanna Asefaw","user_nicename":"hasefaw","display_name":"Hanna Asefaw","user_email":"hasefaw@esri.com","user_url":"","user_registered":"2022-06-21 19:59:14","user_description":"Hanna Asefaw is a Product Engineer on the Spatial Statistics team at Esri.","user_avatar":"<img data-del=\"avatar\" src='https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2023\/04\/hanna_asefaw-213x200.jpg' class='avatar pp-user-avatar avatar-96 photo ' height='96' width='96'\/>"}],"short_description":"Spatial Statistics at the 2022 Esri User Conference","flexible_content":[{"acf_fc_layout":"content","content":"<p>We\u2019re excited to meet you at the 2022 Esri User Conference! \u00a0Spatial Statistics in ArcGIS Pro can supercharge any analysis by providing insight into the structure of the data, identifying meaningful patterns in space and time, modeling spatial relationships between variables, and making predictions. At the 2022 User Conference, we\u2019ll demonstrate all these techniques. Attend the Spatial Statistics, Geostatistical Analyst, and R-ArcGIS Bridge technical workshops and engage with us at the showcase to learn about Spatial Statistics, ask your questions, and preview our <a href=\"https:\/\/pro.arcgis.com\/en\/pro-app\/latest\/get-started\/whats-new-in-arcgis-pro.htm\">latest set of tools<\/a> released in ArcGIS Pro 3.0.<\/p>\n"},{"acf_fc_layout":"content","content":"<h1 style=\"color: #d15d00\"><strong>Showcase<\/strong><\/h1>\n<p>Visit us at the showcase with your spatial statistics and analysis questions. You can find us at our island from Tuesday, July 12 to Thursday, July 14. We enjoy hearing about all the ways you\u2019re using the spatial statistics tools in ArcGIS Pro, so stop-by for a chat and <a href=\"https:\/\/spatialstats-analysis-1.hub.arcgis.com\">share your insights and ideas<\/a>!<\/p>\n"},{"acf_fc_layout":"image","image":{"ID":1641422,"id":1641422,"title":"spatial stats showcase","filename":"spatial-stats-showcase-.jpg","filesize":151468,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/spatial-stats-showcase-.jpg","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-pro\/announcements\/spatial-statistics-at-the-2022-esri-user-conference\/spatial-stats-showcase","alt":"spatial statistics showcase 2022","author":"313272","description":"","caption":"","name":"spatial-stats-showcase","status":"inherit","uploaded_to":1622112,"date":"2022-06-28 16:20:00","modified":"2022-06-28 16:20:20","menu_order":0,"mime_type":"image\/jpeg","type":"image","subtype":"jpeg","icon":"https:\/\/www.esri.com\/arcgis-blog\/wp-includes\/images\/media\/default.png","width":1781,"height":672,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/spatial-stats-showcase--213x200.jpg","thumbnail-width":213,"thumbnail-height":200,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/spatial-stats-showcase-.jpg","medium-width":464,"medium-height":175,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/spatial-stats-showcase-.jpg","medium_large-width":768,"medium_large-height":290,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/spatial-stats-showcase-.jpg","large-width":1781,"large-height":672,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/spatial-stats-showcase--1536x580.jpg","1536x1536-width":1536,"1536x1536-height":580,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/spatial-stats-showcase-.jpg","2048x2048-width":1781,"2048x2048-height":672,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/spatial-stats-showcase--826x312.jpg","card_image-width":826,"card_image-height":312,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/spatial-stats-showcase-.jpg","wide_image-width":1781,"wide_image-height":672}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<h1 style=\"color: #d15d00\"><strong>Workshops<\/strong><\/h1>\n"},{"acf_fc_layout":"image","image":{"ID":1618662,"id":1618662,"title":"2022-06-20_17-36-12","filename":"2022-06-20_17-36-12.png","filesize":3852,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/2022-06-20_17-36-12.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/quickcapture\/field-mobility\/arcgis-quickcapture-at-the-esri-user-conference-2022\/2022-06-20_17-36-12","alt":"","author":"224362","description":"","caption":"","name":"2022-06-20_17-36-12","status":"inherit","uploaded_to":1612982,"date":"2022-06-20 22:33:58","modified":"2022-06-20 22:33:58","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":1304,"height":128,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/2022-06-20_17-36-12-213x128.png","thumbnail-width":213,"thumbnail-height":128,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/2022-06-20_17-36-12.png","medium-width":464,"medium-height":46,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/2022-06-20_17-36-12.png","medium_large-width":768,"medium_large-height":75,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/2022-06-20_17-36-12.png","large-width":1304,"large-height":128,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/2022-06-20_17-36-12.png","1536x1536-width":1304,"1536x1536-height":128,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/2022-06-20_17-36-12.png","2048x2048-width":1304,"2048x2048-height":128,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/2022-06-20_17-36-12-826x81.png","card_image-width":826,"card_image-height":81,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/2022-06-20_17-36-12.png","wide_image-width":1304,"wide_image-height":128}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<p><a href=\"https:\/\/uc2022.esri.com\/flow\/esri\/22uc\/UC2022\/page\/sessions\/session\/16517656552900013yVv\"><span style=\"font-size: xx-large\">Spatial Statistics: Making Predictions<\/span><\/a><br \/>\n<span style=\"font-size: x-large\">4 &#8211; 5 pm\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0Room 05A<\/span><\/p>\n<p>Join us at this workshop to learn about several spatial statistics techniques that model data to explain events and predict values and occurrences. We will cover Geographically Weighted Regression, Forest-based Classification and Regression, and Presence-Only Prediction.<\/p>\n"},{"acf_fc_layout":"image","image":{"ID":1618162,"id":1618162,"title":"Wednesday Divider","filename":"2022-06-20_17-37-23-e1655940257827.png","filesize":5006,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/2022-06-20_17-37-23-e1655940257827.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/quickcapture\/field-mobility\/arcgis-quickcapture-at-the-esri-user-conference-2022\/2022-06-20_17-37-23","alt":"","author":"224362","description":"","caption":"","name":"2022-06-20_17-37-23","status":"inherit","uploaded_to":1612982,"date":"2022-06-20 22:02:05","modified":"2022-06-20 22:02:17","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":1304,"height":128,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/2022-06-20_17-37-23-213x128.png","thumbnail-width":213,"thumbnail-height":128,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/2022-06-20_17-37-23-e1655940257827.png","medium-width":464,"medium-height":46,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/2022-06-20_17-37-23-e1655940257827.png","medium_large-width":768,"medium_large-height":75,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/2022-06-20_17-37-23-e1655940257827.png","large-width":1304,"large-height":128,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/2022-06-20_17-37-23-e1655940257827.png","1536x1536-width":1304,"1536x1536-height":128,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/2022-06-20_17-37-23-e1655940257827.png","2048x2048-width":1304,"2048x2048-height":128,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/2022-06-20_17-37-23-826x81.png","card_image-width":826,"card_image-height":81,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/2022-06-20_17-37-23-e1655940257827.png","wide_image-width":1304,"wide_image-height":128}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<p><a href=\"https:\/\/uc2022.esri.com\/flow\/esri\/22uc\/UC2022\/page\/sessions\/session\/165176565535500137Hr\"><span style=\"font-size: xx-large\">Geostatistical Analyst: Concepts and Applications of Kriging<\/span><\/a><\/p>\n<p><span style=\"font-size: x-large\"> 8:30 &#8211; 9:30 am\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0Room 05A<\/span><\/p>\n<p>Join us at this workshop to learn about kriging. We will cover Empirical Bayesian Kriging (EBK) in 2D and 3D.<\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/uc2022.esri.com\/flow\/esri\/22uc\/UC2022\/page\/sessions\/session\/16517656552110013a2S\"><span style=\"font-size: xx-large\">Spatial Statistics: Analyzing Space-Time Data<\/span><\/a><\/p>\n<p><span style=\"font-size: x-large\"> 10 &#8211; 11 am\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0Room 05A<\/span><\/p>\n<p>Join us at this workshop to learn about working with space-time cubes. We will cover how to prepare and aggregate data into a space-time cube and how to analyze time series in a space-time cube using Change Point Detection and forecasting tools.<\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/uc2022.esri.com\/flow\/esri\/22uc\/UC2022\/page\/sessions\/session\/16517656677370013MKI\"><span style=\"font-size: xx-large\">Applying Spatial Data Science: A Complete Workflow<\/span><\/a><\/p>\n<p><span style=\"font-size: x-large\"> 1 -2 pm\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0Room 09<\/span><\/p>\n<p>Join us at this session to view an entire analysis workflow. We will demonstrate how to prepare, explore and visualize data, evaluate models, and make predictions that ultimately drive action.<\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/uc2022.esri.com\/flow\/esri\/22uc\/UC2022\/page\/sessions\/session\/16517656543010013Aym\"><span style=\"font-size: xx-large\">Data Engineering and Visualization for Spatial Data Science<\/span><\/a><\/p>\n<p><span style=\"font-size: x-large\"> 2:30 &#8211; 3:30 pm\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 Room 31ABC<\/span><\/p>\n<p>Join us at this workshop to learn how to explore and prepare your data using the Data Engineering view and Charts in ArcGIS Pro. We will cover how to use descriptive techniques, charts, and visualization to understand and present data.<\/p>\n"},{"acf_fc_layout":"image","image":{"ID":1618182,"id":1618182,"title":"Thursday Divider","filename":"2022-06-20_17-37-42.png","filesize":3672,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/2022-06-20_17-37-42.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/quickcapture\/field-mobility\/arcgis-quickcapture-at-the-esri-user-conference-2022\/2022-06-20_17-37-42","alt":"Thursday","author":"224362","description":"","caption":"","name":"2022-06-20_17-37-42","status":"inherit","uploaded_to":1612982,"date":"2022-06-20 22:07:33","modified":"2022-06-28 16:35:59","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":1304,"height":128,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/2022-06-20_17-37-42-213x128.png","thumbnail-width":213,"thumbnail-height":128,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/2022-06-20_17-37-42.png","medium-width":464,"medium-height":46,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/2022-06-20_17-37-42.png","medium_large-width":768,"medium_large-height":75,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/2022-06-20_17-37-42.png","large-width":1304,"large-height":128,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/2022-06-20_17-37-42.png","1536x1536-width":1304,"1536x1536-height":128,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/2022-06-20_17-37-42.png","2048x2048-width":1304,"2048x2048-height":128,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/2022-06-20_17-37-42-826x81.png","card_image-width":826,"card_image-height":81,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/2022-06-20_17-37-42.png","wide_image-width":1304,"wide_image-height":128}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<p><span style=\"font-size: xx-large\"><a href=\"https:\/\/uc2022.esri.com\/flow\/esri\/22uc\/UC2022\/page\/sessions\/session\/16517656552450013soU\">Spatial Statistics: Statistical Cluster Analysis<\/a><br \/>\n<\/span><\/p>\n<p><span style=\"font-size: x-large\"> 8:30 &#8211; 9:30 am\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0Room 16A<\/span><\/p>\n<p>Join us at this workshop to learn about spatial statistics techniques that organize and cluster data in space and time. We will cover Hot Spot Analysis, Cluster and Outlier Analysis, Local Outlier Analysis, and Emerging Hot Spot Analysis.<\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/uc2022.esri.com\/flow\/esri\/22uc\/UC2022\/page\/sessions\/session\/16517656552110013a2S\"><span style=\"font-size: xx-large\">Spatial Statistics: Analyzing Space-Time Data <\/span><\/a><\/p>\n<p><span style=\"font-size: x-large\">10 &#8211; 11 am\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 Room 10 <\/span><\/p>\n<p>Join us at this workshop to learn about working with space-time cubes. We will cover how to prepare and aggregate data into a space-time cube and how to analyze time series in a space-time cube using Change Point Detection and forecasting tools.<\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/uc2022.esri.com\/flow\/esri\/22uc\/UC2022\/page\/sessions\/session\/16517656553250013uPS\"><span style=\"font-size: xx-large\">A Tour of the R-ArcGIS Bridge<\/span><\/a><\/p>\n<p><span style=\"font-size: x-large\"> 12:15 &#8211; 1:00 pm\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0Expo Demo Theater 01<\/span><\/p>\n<p>Join us at this workshop to learn how to bridge the spatial analysis powers of ArcGIS with the cutting-edge libraries for statistical analysis in R. We will cover how to use R-ArcGIS bridge in your workflows.<\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/uc2022.esri.com\/flow\/esri\/22uc\/UC2022\/page\/sessions\/session\/16517656551780013nMz\"><span style=\"font-size: xx-large\">Spatial Statistics: Machine Learning-Based Cluster Analysis<\/span><\/a><\/p>\n<p><span style=\"font-size: x-large\">1 &#8211; 2 pm\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0Room 16A<\/span><\/p>\n<p>Join us at this workshop to learn about several techniques in Spatial Statistics that leverage machine learning methods to perform cluster analysis. We will cover Multivariate Clustering, Build Balanced Zones, and enhancements to Density Based Clustering to identify clusters in space and time.<\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/uc2022.esri.com\/flow\/esri\/22uc\/UC2022\/page\/sessions\/session\/165176565535500137Hr\"><span style=\"font-size: xx-large\">Geostatistical Analyst: Concepts and Applications of kriging<\/span><\/a><\/p>\n<p><span style=\"font-size: x-large\"> 2:30 &#8211; 3:30 pm\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0Room 16A<\/span><\/p>\n<p>Join us at this workshop to learn about kriging. We will cover Empirical Bayesian Kriging (EBK) in 2D and 3D.<\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/uc2022.esri.com\/flow\/esri\/22uc\/UC2022\/page\/sessions\/session\/16517656552900013yVv\"><span style=\"font-size: xx-large\">Spatial Statistics: Making Predictions<\/span><\/a><\/p>\n<p><span style=\"font-size: x-large\"> 4 -5 pm\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0Room 15B<\/span><\/p>\n<p>Join us at this workshop to learn about several techniques in spatial statistics that model data to explain events and predict values and occurrences. We will cover Geographically Weighted Regression, Forest-based Classification and Regression, and Presence-Only Prediction.<\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/uc2022.esri.com\/flow\/esri\/22uc\/UC2022\/page\/sessions\/session\/16517656543010013Aym\"><span style=\"font-size: xx-large\">Data Engineering and Visualization for Spatial Data Science<\/span><\/a><\/p>\n<p><span style=\"font-size: x-large\"> 4 &#8211; 5 pm\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0Room 16A<\/span><\/p>\n<p>Join us at this workshop to learn how to explore and prepare your data using the Data Engineering view and Charts in ArcGIS Pro. We will cover how to use descriptive techniques, charts, and visualization to understand and present data.<\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"https:\/\/uc2022.esri.com\/flow\/esri\/22uc\/UC2022\/page\/sessions\/session\/16517656555060013Lfa\"><span style=\"font-size: xx-large\">Using Spatial Analysis to Reveal and Address Inequalities<\/span><\/a><\/p>\n<p><span style=\"font-size: x-large\"> 4 &#8211; 5 pm\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 Room 02<\/span><\/p>\n<p>Join us at this workshop to learn the best practices for applying spatial analysis to address questions on equity. We will cover best practices on how to frame your question, data considerations, and example workflows.<\/p>\n"},{"acf_fc_layout":"image","image":{"ID":1641962,"id":1641962,"title":"friday","filename":"friday.png","filesize":2157,"url":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/friday.png","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-pro\/announcements\/spatial-statistics-at-the-2022-esri-user-conference\/friday-2","alt":"","author":"313272","description":"","caption":"","name":"friday-2","status":"inherit","uploaded_to":1622112,"date":"2022-06-28 18:18:19","modified":"2022-06-28 18:18:19","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":1304,"height":140,"sizes":{"thumbnail":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/friday-213x140.png","thumbnail-width":213,"thumbnail-height":140,"medium":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/friday.png","medium-width":464,"medium-height":50,"medium_large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/friday.png","medium_large-width":768,"medium_large-height":82,"large":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/friday.png","large-width":1304,"large-height":140,"1536x1536":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/friday.png","1536x1536-width":1304,"1536x1536-height":140,"2048x2048":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/friday.png","2048x2048-width":1304,"2048x2048-height":140,"card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/friday-826x89.png","card_image-width":826,"card_image-height":89,"wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/friday.png","wide_image-width":1304,"wide_image-height":140}},"image_position":"center","orientation":"horizontal","hyperlink":""},{"acf_fc_layout":"content","content":"<p><a href=\"https:\/\/uc2022.esri.com\/flow\/esri\/22uc\/UC2022\/page\/sessions\/session\/16517656552450013soU\"><span style=\"font-size: xx-large\">Spatial Statistics: Statistical Cluster Analysis<\/span><\/a><\/p>\n<p><span style=\"font-size: x-large\">9:00 &#8211; 10:00 am\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 Room 03<\/span><\/p>\n<p>Join us at this workshop to learn about spatial statistics techniques that organize and cluster data in space and time. We will cover Hot Spot Analysis, Cluster and Outlier Analysis, Local Outlier Analysis, and Emerging Hot Spot Analysis.<\/p>\n"},{"acf_fc_layout":"content","content":"<h1 style=\"color: #d15d00\"><strong>Resources<\/strong><\/h1>\n<p>Learn more about spatial statistics in ArcGIS Pro by checking out our content on the <a href=\"https:\/\/spatialstats-analysis-1.hub.arcgis.com\/\">Spatial Statistics Resources<\/a> page.<\/p>\n"}],"related_articles":"","card_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/thumbnail-uc2022-desktop826x465.jpg","wide_image":"https:\/\/www.esri.com\/arcgis-blog\/app\/uploads\/2022\/06\/uc2022-desktop1920x1080-2.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>Spatial Statistics at the 2022 Esri User Conference<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, 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