No, you can't. There are private tweets, profiles, DMs and deleted messages/posts/tweets and for sure the profile data. This isn't a scrape of the site using a regular account, this is cracking admin accounts, creating their own admin accounts and using it to scrape private accounts, DMs, user information, and deleted content.