Comments (1)
Add to framing:
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Pithy, actionable
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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
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Provoke discussion, not recommending particular fixes or policies
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Don't create comprehensive lists of what is unfair or harmful, this is up to the teams that use the checklist
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Have we noted where we are vulnerable to bias from missing perspectives?
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The list follows the data science process and not all projects engage all the steps, so may not be relevant
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ethics is hard, so these conversations may also be hard
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Submit PR as a way to get the convo started (references give some ammunition)
Add to contributing:
- changes to references for those tables
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Related Issues (20)
- You cannot call deon via `-m` HOT 3
- Example of Bias in Adversarial Faces HOT 4
- Update Portuguese translation of checklist and examples HOT 4
- Recommend adding item for human monitoring in E. Deployment HOT 3
- Failed build on master branch (tests #94)
- [Failed build] Resolve markupsafe and jinja2 incompatibility HOT 1
- Failed build on main branch (tests #109) HOT 1
- Failed build on main branch: mkdocs and jinja2 incompatible versions HOT 2
- Remove python 3.6 support and add 3.10 HOT 2
- Add LGBTQ+ data use examples
- E.5: systematic effects (consider adding) HOT 4
- make default checklist and examples easier to find
- Failed build on main branch (tests #186) HOT 1
- Failed build on main branch (tests #190) HOT 1
- Failed build on main branch (tests #191) HOT 1
- Failed build on main branch (tests #211)
- Failed build on main branch (tests #212)
- Failed build on main branch (tests #217)
- Beautiful Soup 4 update breaks HTML writer in append case HOT 1
- Failed build on main branch (tests #237) HOT 1
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