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We first obtain a simpler proof of the main results in [IEOT, {\bf 93}(2021), 17], which characterized the bounded and compact differences of two weighted composition operators acting from to . Then we get some characterizations for the difference of weighted composition operator belonging to Schatten class. Moreover, compact difference of a weighted composition operator and a unweighted composition operator on Hardy space is also studied. It shows a rigidity, i.e. is compact on if and only if both and are compact, which generalize a result in [JFA, {\bf 278}(2020), 108401].

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