A real-world companion to statistics 101 exploring disasters in data management, analytical reasoning, and workflow through counterexample and data simulation
From academic training to real world data analysis
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