Statement of Purpose Tips

Hi all, I'm brainstorming ideas for a statement of purpose to a graduate statistics program. I'm thinking about including an anecdote about my first probability exam. Grades are typically normally distributed, right? I want to make sure the statistics I write about are correct. Thank you.

Any tips you might have?