Total Activity is the total time a person has spent in a course. This time does not include mobile devices. This length of time should be taken lightly. Leaving a tab open will show a large number, but is not evidence of actual course activity.
It’s recommended you click the student’s name and select Access Report for a better representation of what your students are doing in your course.