How to avoid spammy results in analytics reports

There are spammy results in my analytics reports, presumably because bots are submitting spam queries.

The top results in my common queries, for example, is a list of what seem to be Chinese domains. The top result is a phrase that I am sure humans do not commonly type-in.

What strategies are available for preventing this kind of search from making the reports effectively useless?