You are working on a data pipeline that processes data from a marketing company. The data includes customer feedback records with information about customer satisfaction and preferences. You have been tasked with ensuring the data quality of the customer feedback records dataset. Describe the steps you would take to run data quality checks on the customer feedback records dataset and explain how you would define data quality rules to identify and filter out irrelevant or duplicate feedback records.