From Raw Data to Decision
The TrueNorth Portfolio demonstrates more than finished dashboards.
Each project aims to show the complete analytical journey:
Question → Data → Preparation → Analysis → Visualization → Findings → Decision Implications
The purpose is to demonstrate how data work can support real information needs.
Project 01 — From Raw Data to Decision
Power BI Analytics Case Study
A complete end-to-end Power BI project using a public dataset.
The project demonstrates:
- Understanding the analytical question
- Reviewing the source data
- Cleaning data using Power Query
- Developing a data model
- Creating measures and KPIs
- Designing dashboards
- Identifying important findings
- Writing an analytical narrative
- Explaining possible decision implications
Tools: Power BI • Power Query • DAX • Data Modelling • Visualization
Status: In development
Project 02 — Multi-Partner Reporting System
Information Management Case Study
Organizations often receive reporting files from multiple partners using similar templates.
This project demonstrates how such information can be standardized and consolidated efficiently.
The workflow covers:
Partner Submission → Validation → Consolidation → Quality Control → Analysis → Reporting
Key topics include:
- Standard reporting templates
- Data validation
- Power Query automation
- Duplicate detection
- Data-quality checks
- Dataset consolidation
- Reporting workflows
- Metadata and documentation
Tools: Excel • Power Query • Data Quality • Information Management
Status: Planned
Project 03 — Development Data Analysis
Turning Public Indicators Into Insight
This project will use publicly available development data to explore an important socioeconomic or programme question.
Possible sources include national statistics, World Bank datasets, UN datasets, and other publicly accessible sources.
The project will demonstrate:
- Indicator selection
- Data preparation
- Exploratory analysis
- Trend analysis
- Geographic comparisons
- Visualization
- Interpretation
- Limitations
- Analytical findings
Tools: Python • Power BI • Excel • Statistics
Status: Planned
Project 04 — GIS for Decision Support
Moving Beyond Maps
A good map should answer a question.
This project will demonstrate how spatial analysis can support operational, development, or management decisions.
The case study will follow:
Question → Spatial Data → Analysis → Map → Interpretation → Decision Implication
Possible techniques include:
- Geographic distribution analysis
- Accessibility analysis
- Spatial comparison
- Thematic mapping
- Geographic prioritization
- Location-based indicators
Tools: ArcGIS Pro • GIS • Spatial Analysis • Mapping
Status: Planned
Project 05 — Practical Data Governance
Creating Trustworthy Information Systems
This project will develop a lightweight data-governance framework suitable for small and medium-sized organizations.
It will cover:
- Data ownership
- Data standards
- Metadata
- Data quality
- Access and permissions
- Documentation
- Data lifecycle
- Roles and responsibilities
- Accountability
The objective is to demonstrate that data governance does not always require a large or complicated institutional framework.
Status: Planned
How Portfolio Projects Are Presented
Every major TrueNorth project will follow a common structure:
1. The Question
What problem are we trying to understand?
2. The Data
Where does the information come from?
3. Data Preparation
What cleaning, restructuring, validation, or integration is required?
4. Analysis
Which analytical methods are appropriate?
5. Visualization
How can the findings be communicated clearly?
6. Findings
What does the evidence show?
7. Limitations
What should users be cautious about?
8. Decision Implications
Why does this analysis matter?
Follow the Work
New case studies will be added as TrueNorth develops.
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