A confirmation bias can prevent us from accurately interpreting data.

A confirmation bias is a tendency to only look for evidence for a belief while avoiding possible sources of evidence against the belief. Sometimes people have this bias so strongly that they will simply ignore or reinterpret any contrary evidence they come across.