Figure 19

Individual SHAP Value plot for the United Kingdom. It presents the model output value, i.e., the estimation of the GPI of July 2020. The plot also displays the most important variables that the model uses for the GPI estimation, such as “Express intent to meet or negotiate” and “Conduct strike or boycott”. The red arrows are the variables that push the GPI estimation higher, and the blue ones push the estimation lower