What do I need to include in a graduate school application?

In the US, most graduate school applications require you to include:

Some programs may ask you to write a personal statement in addition to, or instead of, a statement of purpose. You may also be asked to an interview.

Always carefully read the application instructions for the specific program you’re applying to.