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Slides for "Power Users, Long Tail Users, and Everything In Between" Presentation - Dror Guldin and Alon Nir

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PyData-Amsterdam-2023

Slides for "Power Users, Long Tail Users, and Everything In Between" Presentation - Dror Guldin and Alon Nir

Slides

PDF available above 👆🏻 or directly here.

Video

P L A C E H O L D E R --> Video wil be added when it's available online

Checklists

Does Your Metric Meet the “Scientific” Bar?

  • Measurable, Reliable & Accurate
  • Clear & Simple
  • Timely & Sensitive
  • Informative & Actionable
  • MECE
  • Reproducible & Standardised

Does Your Metric Make Enough Business Sense?

  • Should you go with KPIs or OKRs?
  • Is it clear in strategic direction this “north star” is leading?
  • Are you continuously aware of Goodhart’s Law?
  • Do you understand which user segments move your metric (and how)?

Walk the Talk

  • Prioritise measuring & evaluating impact
    • Sustain a culture of experimentation
  • Conduct opportunity sizing
  • Build the datasets you need
  • Sniff your data
  • Acknowledge when you don’t really need data
  • Leverage more than “just” data
  • Keep a “Strong opinion, loosely held” mindset
  • It doesn’t have to be “science” but it can’t be “alchemy”

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