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hdi

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An end-to-end Data Science project predicting Human Development (HDI) using R. Features automated ETL (World Bank API), advanced EDA (PCA, Preston Curve), and a comparative analysis of Linear Regression vs. Random Forest models to uncover non-linear economic drivers.

  • Updated Jan 26, 2026
  • HTML

My objective is to identify the impact of GDP growth on four metrics of human well-being: Income, Human Development Index (HDI) and Life Expectancy. In this investigation, I used four data sets from the Gapminder to identify trends of the change in GDP over time as well as other indicators according to different countries and regions of the world.

  • Updated Apr 3, 2019
  • Jupyter Notebook

In addition to exploring good practices in Python, the purpose is to apply concepts from Medallion Architecture, object-oriented programming and ETL, using public social data from Brazilian municipalities. This repository also uses DuckDB and Streamlit to display results

  • Updated Oct 8, 2025
  • Python

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