To facilitate a comprehensive analysis of the spatial settings of geopolitical risk, we have developed an evaluation index system for geopolitical risk, grounded in the multi-scale risk perception framework. Using this system of evaluation indicators, we calculated the geopolitical risk for nine countries in Southeast Asia for the period 2013-2021. The dataset contains sources and raw data for the relevant indicators.