Keyword Ananlysis basically means to find keywords searched on internet pertaining to the service/product you provide.
This is one of very crucial part of SEO as you want your product/service to be available for certain keywords entered by the user.
Based on the research done content would be drafted inturn helping content to be visible when user enter keyword/keyphrases.