Data Research · Data Modeling · Comparative Analytics
CompletedGlobal Comparative Data Research
A structured dataset on centralization across 207 countries
A comparative research dataset on centralization and decentralization covering 207 countries and 31 thematic topics, with client-facing dashboards and forward-looking recommendations.
- Organization
- Geo Data Engineering
- Role
- Data Analyst, Project Based (Hybrid)
- Timeframe
- February 2023 – September 2023
The problem
Comparing governance structures across many countries requires collecting heterogeneous sources into one consistent, comparable structure.
The objective
Deliver a clean, categorised dataset and visual analysis the client could use for recommendations.
My role
- Owned data collection, cleaning, categorisation and analysis for the full dataset.
- Produced client-facing visual dashboards.
- Managed the project schedule and delivery checklist.
Technical approach
- Collected source data per country and topic.
- Cleaned and categorised entries into a consistent structure across 31 thematic topics.
- Conducted comparative analysis across thematic categories.
- Translated findings into dashboards and forward-looking recommendations.
Key features
207 countries
Consistent coverage across the full country set.
31 thematic topics
A shared categorisation applied to every country.
Client dashboards
Visual summaries of the comparative findings.
Interactive demo
SYNTHETIC DATARandomly generated stand-in for the real dataset. Countries and topics are anonymised; no research findings are reproduced.
Countries in view
207
of 207
At or above threshold
62
30% of view
Mean index
52.1
0 to 100 scale
Topic
All
31 topics, 5 themes
Coverage map
Each square is one synthetic country, grouped by region. Hover for details.
Africa
Asia
Europe
Americas
Oceania
Regional mean
Average across all topics
Outcome
- A complete comparative dataset and client-facing dashboards delivered on schedule.
Research findings belong to the client and are not reproduced here.