Figure 17

Individual SHAP Value plot for the United States. It presents the model output value, i.e., the GPI estimation of June 2020. The plot also displays the most important variables that the model uses for the GPI estimation, such as “Protest violently, riot”. The red arrows are the variables that push the GPI estimation higher, and the blue ones push the estimation lower