To chase someone from a job or a position or from power means to force them to leave it. The army will not allow its commander-in-chief to be chased from power. [V n + from/out of] If you chase somewhere, you run or rush there. They chased down the stairs into the narrow, dirty street. [VERB preposition/adverb] More @Wikipedia
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