The term "previous week" refers to the time period that begins on the Monday immediately preceding the current week and ends on the following Sunday. This time period is considered to be the last complete week that has passed.

A week here is defined to start on Monday and end on Sunday. it has to be complete, i.e. 7 days. the current day of the week is irrelevant to this definition: all days share the same "last week"