Scope
Processing public-finance and institutional datasets and presenting measures at different geographic levels.
Business Intelligence / GIS
Mapping, comparing and interpreting financial and institutional indicators across territorial units.
Processing public-finance and institutional datasets and presenting measures at different geographic levels.
Harmonising geographic identifiers, deriving comparable indicators, conducting statistical analyses and preparing thematic maps.
Visualisation aids the interpretation of spatial variation; it does not replace methodological assessment.
Data Engineering / Business Intelligence
SQL-based data pipelines, data quality controls and analytical datasets within a regulatory environment.
Data Science / Applied Research
Classifying settlements by business structure and relating the resulting types to municipal fiscal indicators.
Software Development / Automation
Small applications and experiments for data ingestion, conversion and analytical workflow support.