Top 10% Income Share Analysis

This analysis investigates factors influencing the income share held by the top 10% across different countries from 2000 to 2020.

SHAP Values for Top 10% Income Share (2000-2020)

The graph below shows the most significant factors influencing the income share held by the wealthiest 10% of the population.

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 income share held by the top 10%.

Countries are clustered based on similar patterns in how features affect their top 10% income share.

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