The joke alludes to the common trope for cats to push things and people away, despite seeming to be very needy of attention from both. Additionally, it's very common for cats to, for seemingly no reason, push things onto the floor. Essentially, the common (true) stereotypes of cat's behaviors are the root of the joke!
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