Product Case

Let's go back to the time Meta had only Comment and Like. How would you design an an experiment to check if other emotions bottom can be added? (care, sad etc.). How you would build an A/B test?

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Did you come across this question in an interview?

  • Let's go back to the time Meta had only Comment and Like. How would you design an an experiment to check if other emotions bottom can be added? (care, sad etc.). How you would build an A/B test?
  • Reflecting on the era when Meta featured just 'Comment' and 'Like', how would you structure an experiment to test the integration of additional reaction buttons like 'care' or 'sad'? What steps would you take to construct an A/B test for this?
  • Imagine Meta is limited to 'Comment' and 'Like' features. How would you devise an experimental framework to evaluate the potential addition of more emotive buttons? Could you outline the process of setting up an A/B test for this purpose?
  • If Meta only had the options to 'Comment' and 'Like', how would you go about experimenting with the addition of new emotional reactions like 'care' or 'sad'? What would your approach be for creating an A/B test in this scenario?
  • Considering a time when 'Comment' and 'Like' were the only options on Meta, how would you propose and execute an experiment to ascertain the viability of introducing other emotion buttons? Also, how would you establish an A/B test for it?
  • When Meta had solely 'Comment' and 'Like' functionalities, how might you design a test to assess the incorporation of additional emotive reactions such as 'care' or 'sad'? What's your strategy for formulating an A/B test in this case?
  • How would you plan an experiment to investigate the addition of new emotional response buttons (e.g., 'care', 'sad') to Meta's existing 'Comment' and 'Like' options? Can you describe the development of an A/B test for this experiment?
  • If Meta wanted to explore beyond the 'Comment' and 'Like' features by adding reactions like 'care' or 'sad', how would you conceptualize an experimental design for this? Moreover, how would you proceed with the construction of an A/B test?
  • With Meta's functionality once restricted to 'Comment' and 'Like', how would you initiate an experimental study to consider including further emotional reactions? What would be your blueprint for an A/B test?
  • Going back to when Meta only offered 'Comment' and 'Like', how would you develop a plan to test new buttons representing different emotions? And how would you methodically set up an A/B test to validate this plan?
  • Let's go back to the time Meta had only Comment and Like. How would you design an experiment to check if other emotions button can be added? (care, sad etc.). How would you build an A/B test?

Interview question asked to Data Scientists interviewing at Discord, Meta, CrowdStrike and others: Let's go back to the time Meta had only Comment and Like. How would you design an an experiment to check if other emotions bottom can be added? (care, sad etc.). How you would build an A/B test?.