https://www.google.com/dashboard provides an overview over your data at Google. Most/all of these services have permanent delete buttons.

It is possible to permanently erase or disable your search history from here: https://support.google.com/accounts/answer/54067?hl=en

You can opt out of Google Analytics using this add-on: https://tools.google.com/dlpage/gaoptout