Hi. I'm David, and I'm happy to help you.
By selecting "Keep my files", your personal data stored under "C:\Users" is kept. But the Apps that didn't come with your PC are removed.
For more information, and other ways to reinstall Windows, see the article below.
https://support.microsoft.com/en-us/windows/rei...
Feel free to ask back any questions.