If you don´t want to monitor certain keywords anymore, you can delete them. Please note: also the historical data will be gone! To do so, go to:
Settings > Setup > Projects
Next to the project-name you´ll find a dropdown, select :Keyword set. Select the keywords and delete them using the button Select action button at the bottom of the Keyword list.