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However, the development of bonding evaluation tools for open-shell systems continues to be lagging behind. In this work, we present the key interacting spin orbital (PISO) analysis, which will be an analysis framework developed according to our formerly reported principal interacting orbital (PIO) analysis. We're going to show the power of our framework to analyse various kinds of open-shell systems, which range from simple organic radicals to far more complicated coordination complexes