Some of that "Other" data could be related to cached files for some of the apps you have on your device. Some of that data may also be related to iOS Analytics. Do you have analytics enabled in Settings > Privacy > Analytics? You can see all the logs under Analytics Data.
Your best bet at this point would be to manually back up any media you need and set the iPad up as new without restoring from a backup. You'll still get back your iCloud data, but you won't be loading on any cache or analytics files back on to the device. You would lose your message history on the iPad and would need to redownload your apps from the App Store, but it's an option.
If you have a computer: Restore your iPhone, iPad, or iPod to factory settings -
If you don't have a computer or prefer to reset from iOS: How to erase your iPhone, iPad, or iPod touch -