Can I remove document(s) from Datashare?

Yes, you can remove documents from Datashare. But at the moment, it will remove all your documents. You cannot remove only some document.

Click the pink trash icon on the bottom left of Datashare:

And then click 'Yes':

You can them re-analyze a new corpus.