If we were testing product X, what metrics would you look at to determine if it is a success?

Data Science Interview Questions › Category: Data Science › If we were testing product X, what metrics would you look at to determine if it is a success?
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MockInterview Staff asked 7 years ago

Source: Facebook Data Science Interview

1 Answers
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MockInterview Staff answered 6 years ago

There are some frameworks that should help you answer this.

  1. Business Model + Stage you are in Framework. This is from lean analytics book where they share a framework to first look at the business model and what you are trying to achieve. Then look at the stage: Empathy, Stickiness, Virality, Revenue, Scale. Data science metric
  2. Acquisition, Behavior, Outcome framework from Avinash Kaushik
  3. 7-step framework from Amplitude: https://amplitude.com/blog/2016/02/23/steps-measuring-feature/

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