Discrepancies can be found in what we are vs. what we think we are. A lot of people sometimes don't want to answer questions about themselves honestly b/c the truth is sometimes unpleasant.
An interesting option would be to have someone who knows you well take the test of you to see what their results are.
You are 93% Scorpio
How Scorpio Are You?