How did you validate assumptions and data?
What do you do to make sure about the accuracy and precision of data?
Could you explain how you have dealt with issues finding in the data?
Tell me about a time you had to clean a messy dataset - what was your
thought in deciding how to interpret missing values, or when to exclude
certain values?