From academic training to real world data analysis
A data consumer's guide to validating data based on the failure modes data producer's try to avoid
Exploring how `Playwright`'s headless browser automation (and its friends) can help unite the states' data
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