I want to end my friendship with her.
Why would you cut her off as a friend?
She isn't a friendly person, she is annoying and she shouts at me
Ending things with toxic people is healthy. You shouldn't continue hanging out with her if she makes you feel awful about yourself.
I liked spending time with her. But gets me mad so much.
You have every right to not continue that relationship. Your mental health matter as well, and it's not worth hurting yourself over a bad relationship! You can compare how better you'll feel once she is no longer in your life!