Thanks for your help.
I have tried both processes again but i think the web caching was maintaining the log somehow (using firefox). In the web management, the event was saying the clear logging command was run but hundreds of events were still showing
So enter the following commands:
clear logging
save
then remove the power cord and clear any browser cache ctrl+shift+delete with firefox
then the event log was reduced to 64 events which is typical number of events when you start a new switch.
However, after running the factory default reset (using the clear and reset buttons) and deleting the browser cache - the events were still being saved in the log which is strange behaviour.
For now i will be running the factory reset then going to cli to run the clear logging, show logging, then save commands unless they build a function into the web management.
Have a great day!