Is it possible to show analytics for each of the questions?

For example, is there a way to show the analytics (other than open-ended questions) to show a "common theme" among questions, or how many people answered one way verses how many people answered another....??

I recommend you to create a visual report of your form. Please check this user guide: How-to-Create-a-Visual-Report-with-Your-Form-Submissions.

You may also create different types of report. Kindly refer to this document: How-to-Create-Form-Reports-in-JotForm.

Hope that helps. Thank you.

Greetings! We're glad to inform you that we recently launched the new JotForm Report Builder. To check out its newest features, please click here.

The new version also now automatically displays charts for each supported question upon form creation.