The reports does not match analytics in the dashboard

I have recieved a report this morning from one of my website and the analytics bit seems to have switched off.

It seems there are problems with analytics on other websites too. I have started only in the last month to use the report section.

I hope it will really help my business to be more professional and give a better quality service to my customers.