Your consumption metric is dominated by a few whales

Variance & ratio metricsMedium

Problem. You're analyzing an account-level consumption metric, but a handful of whale accounts dominate the total and the variance. How do you analyze and test it sensibly?

Before you reveal: say your answer out loud, as if you were in the real interview — get your reasoning across clearly first. There is no single correct answer: reading what the interviewer is really after and defending your own thinking is what makes an answer strong.