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StepperTracking: Investigate Experiment Setup #96725

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escapemanuele opened this issue Nov 25, 2024 · 2 comments
Open

StepperTracking: Investigate Experiment Setup #96725

escapemanuele opened this issue Nov 25, 2024 · 2 comments
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Customer Report Issues or PRs that were reported via Happiness. Previously known as "Happiness Request". [Experiment] AI labels added [Feature] API [Feature Group] Other Infrastructure Miscellaneous infrastructure features and improvements on WordPress.com. [Feature] Tracking Metrics & Monitoring

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@escapemanuele
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escapemanuele commented Nov 25, 2024

Experiment Setup (Assignment Mechanism)

  • We checked whether the participants in the ExPlat’s exposure strategy actually had exposure events after they were assigned. The control had a lot more participants lacking an exposure event post-assignment (43,635 vs. 2,678). This suggests that many unintended participants were included in the control group in the ExPlat’s exposure strategy, indicating a potential issue with the experiment setup. More details are available pbmxuV-3Lt-p2#comment-4882.
  • I am not sure how we can investigate this as the experiment has stopped, but it would be helpful if we could validate the implemented experiment assignment mechanism.
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OpenAI suggested the following labels for this issue:

  • [Feature Group] Other Infrastructure: The issue highlights a potential problem with the experiment setup, suggesting infrastructure-related concerns.
  • [Feature] Tracking Metrics & Monitoring: The issue discusses the monitoring of participants in the exposure strategy, which involves tracking metrics related to user engagement.
  • [Feature] API: Validating the implemented experiment assignment mechanism may require API interactions to investigate how assignments were handled.

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  • pbmxuV-3Lt-p2#comment-4882

@github-actions github-actions bot added the Customer Report Issues or PRs that were reported via Happiness. Previously known as "Happiness Request". label Nov 25, 2024
@escapemanuele escapemanuele changed the title StepperTracking: StepperTracking: Investigate Experiment Setup Nov 25, 2024
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Customer Report Issues or PRs that were reported via Happiness. Previously known as "Happiness Request". [Experiment] AI labels added [Feature] API [Feature Group] Other Infrastructure Miscellaneous infrastructure features and improvements on WordPress.com. [Feature] Tracking Metrics & Monitoring
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