data

97 Things Every Data Engineer Should Know: Collective Wisdom from the Experts

Contributed chapter on use of controlled vocabularies to improve data communication, validation, and munging.

Generating SQL with {dbplyr} and sqlfluff

Using the tidyverse's expressive data wrangling vocabulary as a preprocessor for elegant SQL scripts

Column Names as Contracts

Using controlled dictionaries for low-touch documentation, validation, and usability of tabular data