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Context is King

Talkat posit::conf(2024) · 2024-08-12..08-14· [documentation]
slides:none on file

Embedding variable labels in R data frames claims to keep data context with the data, cut down on chasing source code, and make figures and tables production-ready. Uses haven for labeled imports, the labeled package’s set_variable_labels and a croquet helper set_derived_variable_labels to bulk-apply labels from a maintained CSV, and lets gtsummary uses labels and ggplot swap axis/legend names automatically. Example scale: NYCflights13 is 5 frames/53 vars; one trial is 90 frames/1,400 vars + 50 derived frames/700 vars, and the workflow works in practice.

AI-written summary · about

  1. 0:00Intro
  2. 3:01Data Stewardship
  3. 10:10Applications
  4. 12:18In Practice
  5. 14:41Wrap Up
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