Metrics and ExperimentationStatistical

How do you design an experiment to evaluate a product change while controlling for seasonality and user behavior biases?

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Interview question asked to Data Scientists interviewing at Akamai, Chewy, Calm and other companies. Original question asked: How do you design an experiment to evaluate a product change while controlling for seasonality and user behavior biases?.