A feature can be activated in 4 different scopes like Farm, WebApplication, Site and Web.
Farm means it will target the entire SharePoint farm.
WebApplication means it will be activated for the single web application and its site collections.
Site means it will be available in the particular site collection and its sub sites.
Web means the feature targets a single web site.