KOMSTAT TUGAS 2

Nama: Azizah NIM: 23337055

plot shows correlations between Government AI Strategy, AI capability index, and Political Regime (numerically encoded). This will help identify linear relationships between these factors

plot shows the Government AI Strategy, AI Readiness, and Political Regime in a 3D space, allowing you to see how these factors interact. You can rotate and explore different angles of the 3D scatter plot

show the mean AI readiness for each combination of Political Regime and Government AI Strategy. You can spot which combinations are most effective at driving AI readiness.

This visualization will show pairwise scatter plots for each combination of the variables: Government Strategy vs AI Readiness. Government Strategy vs Political Regime. AI Readiness vs Political Regime. The plot will help you identify relationships, trends, and interactions between the three variables. The color coding by Political Regime helps distinguish different regimes visually

visualization helps you understand the interaction between Government AI Strategy and Political Regime, showing how different regimes approach AI strategy and how it impacts AI readiness

plot shows the full distribution of AI readiness for each political regime, highlighting areas of high density, median values, and variability.

heatmap shows the strength of the correlations between political regimes, AI readiness, government AI strategy, and income group. This helps to identify patterns (e.g., whether certain regimes are highly correlated with high AI readiness) ggplot(melted_corr, aes(Var1, Var2, fill = value)) + geom_tile() + scale_fill_gradient2(low = "blue", high = "red", mid = "white", midpoint = 0) + labs(title = "Correlation Heatmap of AI Readiness and Political Regime") + theme_minimal()

plot will show the distribution of AI readiness for each political regime, helping to compare how AI readiness differs between regimes (e.g., do liberal democracies have higher AI readiness than closed autocracies?)