Big Data Bias Syndrome: Don’t Be a Victim!

The scientists themselves aren't immune to generating their own bias either. They may have preconceived ideas about a particular market sector or demographic profile. Too much knowledge, especially if it's based on incorrect assumptions, can result in useful data being filtered out or analyzed using pre-existing algorithms that may not be valid for a particular scenario.