利用 Fabric Abhinav Premsekhar中的可持续性数据解决方案简化 ESG 数据提取.pdf

1、Microsoft Cloud for Sustainability Technical Summit 2024Streamline ESG data ingestion with Sustainability data solutions in Microsoft Fabric(preview)Abhinav PremsekharProgram ManagerAgendaGetting started with Sustainability data solutions in Fabric(preview)ESG data estateDemo:Ingesting data using Da

2、taflowsEnvironmental data and insightsDemo:Ingesting data from Sustainability ManagerResourcesGetting started with Sustainability data solutions in Fabric(preview)Centralize your ESG data from disparate sources using a standardized ESG data model.Customize and extend the ESG data model to meet the n

3、eeds of your organization.Leverage the rich set of Fabric data connectors to connect to a wide variety of data sources.Configure and harmonize your reference values from multiple source systems.Use prebuilt notebooks and data pipelines to clean and transform your ESG data.Support analytical and repo

4、rting requirements such as the Corporate Sustainability Reporting Directive(CSRD)in the EU.Demonstrate transparency and accountability of your ESG data to stakeholders.ESG data estateDeploy lakehouses,transformation notebooks,libraries,config files,demo data and ESG data model schema.Explore the ESG

5、 data model and other functionalities by deploying demo data(first-time users).ESG data is organized into four lakehousesoConfigAndDemoDataoIngestedRawDataoProcessedESGDataoComputedESGMetricsIngest and transform your ESG data1.Integrate your ESG data with Fabric lakehouseStore data in the lakehouseo

6、Local file uploadoCopy tool in pipelinesoDataflowsoNotebook code(Apache Spark libraries)Shortcut data to the lakehouse2.Create,configure and harmonize reference values using simple JSON files.3.Deploy the entire ESG data model or a selected business area such as GHG emissions,water/waste sustainabil