data

Contributed six chapters on tops ranging from data design, development, validation, and democratization

dbt supercharges SQL with Jinja templating, macros, and testing -- all of which can be customized to enforce controlled vocabularies and their implied contracts on a data model

An informal primer to causal analysis designs and data structures

Using the tidyverse's expressive data wrangling vocabulary as a preprocessor for elegant SQL scripts. *(Image source [techdaily.ca](https://techdaily.ca))*

An R package for maintaining controlled vocabularies to encode contracts between data producers and consumers

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