All theories are abstract, that&#x27;s the whole point of a theory.  Without abstraction there&#x27;s only observation and no reasoning.  That&#x27;s why I&#x27;m highly sceptical of the claim that it is possible to understand something simply by &quot;letting the data speak&quot; without &quot;committing to a theory&quot;.