Training on ODK, Tableau, Power BI, and OpenStreetMap for Integrated Data Collection, Visualization, and Mapping with R

Module 1: Introduction to Digital Data Ecosystems

• Overview of integrated data systems

• Introduction to ODK, Tableau, Power BI, OpenStreetMap, and R

• Data lifecycle management

• Case study: Integrated digital tools in large-scale field projects

Module 2: Mobile Data Collection with ODK

• Designing digital survey forms

• Deploying and managing ODK Collect & ODK Aggregate

• Data validation and export workflows

• Case study: Using ODK in field surveys for impact monitoring

Module 3: Data Management and Analysis with R

• Basics of R programming and RStudio environment

• Importing, cleaning, and transforming datasets

• Statistical analysis and visualization in R

• Case study: Using R to improve data accuracy and reporting

Module 4: Data Visualization with Tableau

• Connecting Tableau to diverse data sources

• Building interactive dashboards and reports

• Advanced visualization techniques for analysis

• Case study: Tableau dashboards for project performance monitoring

Module 5: Business Intelligence with Power BI

• Introduction to Power BI interface and features

• Data modeling, DAX functions, and automation

• Building shareable dashboards and reports

• Case study: Power BI for donor and organizational reporting

Module 6: Introduction to GIS and OpenStreetMap

• Fundamentals of GIS and mapping principles

• Collecting and integrating geospatial data

• Mapping and visualization with OpenStreetMap

• Case study: Mapping infrastructure data using OpenStreetMap

Module 7: Integrating Data Collection and Mapping Tools

• Combining ODK data with GIS layers

• Using R for geospatial data processing

• Linking maps to visualization dashboards

• Case study: Visualizing real-time survey data with GIS integration

Module 8: Advanced Analytics and Visualization in R

• Data modeling and advanced analytics with R

• Creating interactive graphs and spatial visualizations

• Automating workflows with R scripts

• Case study: Predictive modeling using R for development programs

Module 9: Building End-to-End Integrated Dashboards

• Integrating Tableau, Power BI, and R outputs

• Linking survey and spatial data into one platform

• Real-time updates and automation workflows

• Case study: Unified dashboard for program decision-making

Module 10: Capstone Project and Action Planning

• Hands-on project: Collect, analyze, and visualize data using all tools

• Presentation of dashboards and maps

• Developing personal/organizational action plans

• Case study: Applying integrated systems in cross-sectoral programs