{"id":1184692,"date":"2021-04-06T17:47:05","date_gmt":"2021-04-07T00:47:05","guid":{"rendered":"https:\/\/www.esri.com\/arcgis-blog\/?post_type=blog&p=1184692"},"modified":"2024-03-14T16:16:43","modified_gmt":"2024-03-14T23:16:43","slug":"spatial-data-science-at-the-2021-esri-developer-summit","status":"publish","type":"blog","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/arcgis-pro\/analytics\/spatial-data-science-at-the-2021-esri-developer-summit","title":{"rendered":"Spatial Data Science at the 2021 Esri Developer Summit"},"author":55021,"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":[31611,25571,759592,25581,759602],"industry":[],"product":[36561],"class_list":["post-1184692","blog","type-blog","status-publish","format-standard","hentry","category-analytics","tag-r-arcgis-bridge","tag-space-time-pattern-mining","tag-spatial-data-science","tag-spatial-statistics","tag-time-series-analysis","product-arcgis-pro"],"acf":{"short_description":"Join us at the 2021 Esri Developer Summit to discover and dive deep into latest development of Spatial Statistics and Space Time Pattern Mining.","flexible_content":[{"acf_fc_layout":"content","content":"

Esri Developer Summit<\/a> (DevSummit) 2021 virtual conference is here! The conference brings the ArcGIS developer community together to gain a deeper understanding of how to build cutting-edge GIS apps using advanced mapping technology. Attend the Plenary sessions to get inspired by powerful stories about how GIS is making a difference in applications that successful developers are building or choose from a vast offering of live workshops and on-demand technical sessions, Q&A in the Ask Our Experts area, and more.<\/p>\n

This blog post provides a one-stop location for some of the Spatial Analysis and Data Science technical sessions being offered during the conference. The live sessions give you the opportunity to directly ask questions from the experts. There are various on-demand sessions that you can watch at your own pace. The following links to the sessions have been updated with YouTube links that are available for everyone<\/strong>!<\/p>\n

Plenary sessions<\/h2>\n

In these four demos, see how ArcGIS <\/span><\/span>integrate<\/span><\/span>s<\/span><\/span>\u00a0with external system<\/span><\/span>s to bring spatial data science<\/a> to life<\/span><\/span>\u00a0with open and powerful experience<\/span><\/span>s<\/span><\/span>\u00a0for data scientists.<\/span><\/span>\u00a0<\/span><\/p>\n

Overview of Spatial Data Science in ArcGIS and introduction to Data Engineering<\/a><\/h3>\n

Lauren Bennett, Group Product Engineering Lead, Spatial Analysis, and Data Science, discusses how data engineering can be the most difficult and time-consuming part of data analysis, and how new tools in ArcGIS Pro 2.8 will make these processes easier, to construct, format, clean, and integrate your data before it can be analyzed.<\/p>\n

Lakeisha Coleman, Solution Engineer, describes ArcGIS Pro’s new Data Engineering tools<\/a> to explore food insecurity trends. Check out this blog post<\/a> for more details.<\/p>\n

Advancements in Spatial Analytics, Time-Series Forecasting<\/a><\/h3>\n

Jie Liu, Product Engineer on the Spatial Statistics team, demonstrates a workflow of integrating Local Bivariate Relationships<\/a> tool and Time Series Forecasting toolset<\/a> for analyzing the correlation between air pollution and the population of communities of color. Check out this story map<\/a> of where this demo origins from and this blog post<\/a> for a detailed analysis and workflow.<\/p>\n

Using R Notebooks with R-ArcGIS Bridge<\/a><\/h3>\n

Nicholas Giner, Product Manager – Analytics and Data Science, highlights some exciting new enhancements in the\u00a0<\/span><\/span>R-ArcGIS Bridge<\/span><\/span><\/a>\u00a0through a case study on ecoregion mapping in the United States.<\/span><\/span> Check out this blog post<\/a> for more details.<\/span><\/p>\n

Introduction to SAS-ArcGIS Bridge<\/a><\/h3>\n

Alberto Nieto, Product Engineer on the Spatial Statistics team, demonstrates the use of SAS\u00ae-ArcGIS Bridge<\/a> and ArcGIS Notebooks to study the relationship between voter ID laws and voter turnout and determine whether some communities are disproportionately impacted. Check out this blog post<\/a> for more details.<\/span><\/p>\n

Technical workshops<\/h2>\n

ArcGIS Pro: Your Spatial Data Science Workstation<\/a><\/h3>\n