Why in this sentence do we use を and not で。
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For the case of 散歩, both are grammatical but with a slightly different meaning.
As mentioned in the video, while 通ります cannot use で since it only carries the "across" meaning, 散歩 can use either because in the 'exercise' context it can have the meaning of "circling inside the park".