GINI Index Analysis

This analysis explores factors affecting the GINI coefficient across different countries from 2000 to 2020.

SHAP Values for GINI Index (2000-2020)

The graph below shows the most significant factors influencing income inequality as measured by the GINI coefficient.

The SHAP (SHapley Additive exPlanations) values show how each feature contributes to pushing the model output from the base value. Features with higher absolute SHAP values have more impact on the GINI coefficient.

Countries are clustered based on similar patterns in how features affect their GINI coefficients.

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