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pjbull avatar pjbull commented on May 29, 2024

Add to framing:

  • Pithy, actionable

  • Not all have to be relevant to every project (N/A is an ok answer)

  • It is ethical to be good at your job, but this is not a list of statistical best practices

  • Provoke discussion, not recommending particular fixes or policies

  • Don't create comprehensive lists of what is unfair or harmful, this is up to the teams that use the checklist

  • Have we noted where we are vulnerable to bias from missing perspectives?

  • The list follows the data science process and not all projects engage all the steps, so may not be relevant

  • ethics is hard, so these conversations may also be hard

  • Submit PR as a way to get the convo started (references give some ammunition)

Add to contributing:

  • changes to references for those tables

from deon.

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