In arguing from analogy, one infers that since two things are alike in several respects, they are likely to be alike in another respect. This is, of course, an assumption. It is natural to attempt to find similarities between two phenomena and wonder what one can learn from those similarities.
The idea of finding parallels between phenomena and drawing conclusions based on those similarities is a core concept in analogy.