Not Just Analytics starts monitoring a profile from the first moment it is searched within the app or website. Therefore, the maximum amount of data available for each profile depends on when it was first searched.
The availability of data could affect the calculation of weekly and monthly statistics.
If there are days without data, these are aggregated on the first available day.