This sentence contains two clauses, "Because it was raining" and "I took my umbrella". The first clause does not mean anything on its own. If you say "Because it was raining", and nothing else, people will not be able to understand what you mean. However, "I took my umbrella" is an independent clause -- we can understand what it means even if it is alone.