Themes won’t load

I read codex.

I downloaded new theme.
I uploaded it to my server.
I unzipped it. It shows unzipped.

One does not appear in my theme editor.
One shows but when I click to use it the web page becomes blank.

Please advise in real simple language.
Thanks,
Kathie