Doctoral research
Territorial competitiveness and public services
Quantitative investigation of economic potential, labour-market integration, fiscal capacity and public-service provision.
Regional economicsPLS-SEMPublic services
ExploreFrom data to insight.
From analysis to understanding.
My work brings together data processing, statistical modelling and IT solutions to investigate complex economic, territorial and institutional processes.
Methodological rigour. Verifiable results. Actionable knowledge.
Three disciplines. One perspective.
Connecting data engineering infrastructure, multivariate analysis and evidence-based research.
Data Science
Statistical modelling, cluster analysis, machine learning and data visualisation.
R · Python · SPSSIT & Business Intelligence
SQL-based data integration, data quality, relational systems and reporting.
SQL Server · Power BI · C#Applied Research
Empirical analysis of territorial competitiveness, fiscal capacity and economic structure.
Quantitative methods · GISData → methods → interpretation
Evaluating data sources, selecting robust analytical methods and interpreting findings within their professional context form one continuous workflow.
01DataQuality & context
02MethodsAppropriate model
03InterpretationReliable inference
Research interests
Empirical approaches to territorial, institutional and economic relationships.
Applied research
Settlement economic structure and fiscal capacity
Developing settlement typologies from business structure data and comparing their municipal financial characteristics.
ClusteringMunicipal financeR
ExplorePlanned research
Regional consumption opportunities and purchasing power
Cross-sectional comparison of consumer basket costs and local income conditions across Hungarian districts.
Cross-sectional analysisPurchasing powerRegional data
ExploreSelected professional projects
Case studies from professional assignments and research activities, without disclosing confidential institutional data or systems.
Data Engineering / Business Intelligence
Processing energy-market regulatory data
SQL-based data pipelines, data quality controls and analytical datasets within a regulatory environment.
SQL ServerT-SQLPower BI
Data Science / Applied Research
Economic typologies of Hungarian settlements
Classifying settlements by business structure and relating the resulting types to municipal fiscal indicators.
RSQLSPSSClustering
Business Intelligence / GIS
Regional data analysis and visualisation
Mapping, comparing and interpreting financial and institutional indicators across territorial units.
SAS EGQGISArcGISBI