Business Intelligence / Project 05
Power BI & Humanitarian Dashboards
A portfolio category for reporting and data visualization work across humanitarian operations.
Overview
Dashboard and reporting experience across WASH, grants, indicators, data quality and operational information.
Power BI reporting and visualization can make structured information easier to explore and use in operational discussions.
The problem
Why this work matters
Teams often need to move from multiple reporting inputs to clear views of activities, indicators and data quality.
Approach
From need to system
Power BI reporting and visualization can make structured information easier to explore and use in operational discussions.
Professional dashboard, reporting and data visualization work in humanitarian contexts.
Architecture
How the pieces fit
- Sanitized or mock data source
- Transformation and data modeling
- Measures and visual design
- Audience-focused dashboards and reporting
Capabilities
Features & focus
- Humanitarian and WASH dashboard patterns
- Grant and indicator reporting
- Data quality and operational views
- GIS-linked and spatially informed reporting
Data flow
A safe demonstration dataset is prepared
↓Power Query transforms and validates the input
↓The model supports analysis and measures
↓Visuals present the information for an intended audience
Visual documentation
Screenshots
No public screenshots are available yet. Future visuals will use sanitized or mock-data examples.
Challenges
- Choosing clear measures and definitions
- Protecting confidential reporting and organizational information
- Balancing analytical depth with usability
Lessons learned
- A dashboard is only as reliable as its definitions and data model.
- Public demonstrations should use reconstructed examples or mock data.
Next steps
Roadmap
- Build public examples with mock datasets
- Add sanitized screenshots when available
- Document modeling and visualization decisions