~/talk

Schemas for the Real World

Talkat PyCon Australia 2013 · 2013-07-05..07-07· [data-science, databases]
slides:none on file

Argues that schemas must mirror messy human identity rather than force reductive lists, showing that turning gender into a text field for gender (MetaFilter, Diaspora) yields richer, honest profiles while rigid options produce misleading, coerced answers; gives concrete patterns—use auto-suggest with overrides (LinkedIn) or allow nulls early, model relationships as one-to-many relationship modeling not a single status—and cites ARIS finding roughly 100 unique religion answers later compressed for analysis, so start loose and refine.

AI-written summary · about

  1. 0:00The human cost of rigid data
  2. 1:40Flawed premises in design
  3. 6:03Realigning mental schemas
  4. 9:24Learning from open text fields
  5. 11:54Internationalization challenges
  6. 18:14Data quality vs. reductionism
  7. 25:32Building for the real world
  8. 30:12Q&A and closing thoughts
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