Replication Code for "Factors of Competitiveness of IT Companies in Kazakhstan: An Empirical Assessment of Hidden Drivers of Success and Clusterization Potential"

This repository contains Python scripts used to reproduce the empirical visualizations and analytical outputs for the article “Factors of Competitiveness of IT Companies in Kazakhstan: An Empirical Assessment of Hidden Drivers of Success and Clusterization Potential.” The code supports the analysis of survey data on the competitiveness of IT companies in Kazakhstan, including regional and sectoral composition, perceived competitiveness factors, satisfaction with IT-sector development conditions, risks and barriers, correlation analysis, and government and corporate support priorities. The scripts generate publication-ready figures and source data tables corresponding to the main figures used in the study. The analysis is based on a mixed-methods research design combining survey data from 200 respondents across all 20 regions of Kazakhstan and 26 semi-structured expert interviews.