How do I remove spam questions that were not authorized to be published?

I'm trying to remove over 19K spam questions that were published without authorization. I deleted the plugin and emptied the cache but when I reinstall the plugin, the 19k plus comments are still there. How do I fix this issue without deleting each spam question manually?