The imperfecto is a past tense. In the sentence we are describing an action that was in progress/happening in the past i.e. walking in the city. So we use the imperfecto.
See link for lesson -
Using the imperfect tense in Spanish to "describe" a situation in the past
Yes, Marsha's explanation is correct and she referred you to the right lesson.
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