~/talk

epoxy: Super Glue for Data-driven Reports and Shiny Apps

Talkat posit::conf(2023) · 2023-09-17..09-20· [data-visualization]
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epoxy is an R package that turns glue-style braces into templating superpowers for R Markdown, Quarto, and Shiny by adding inline transformers for formatting (dollar, percent, ordinal, titlecase) and custom transformers (example: CPM to compute per‑month from annual cost). it uses glue under the hood and scales label functions, provides epoxy chunk / HTML / LaTeX engines, lets a labeled chunk act as a reusable template fed by a data frame row, and demonstrably renders readable outputs (e.g. $15,412 → ~$1,284/month and 23.8% of median income).

AI-written summary · about

  1. 0:00Introduction to epoxy
  2. 1:36Data reporting challenges
  3. 4:29Getting started with epoxy
  4. 6:48Formatting and customization
  5. 9:01Advanced data transformation
  6. 12:34Using data frames with epoxy
  7. 14:59Multi-format output support
  8. 17:03Shiny integration and wrap-up
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