Recipes for using R's data.table package

Automating run chart analysis for faceted displays of data across multiple metrics or locations

fast, flexible patient census tables. Quickly count patients or resources by interval. No SQL, no problem.

Easier CUSUM control charts. Returns simple CUSUM statistics, CUSUMs with control limit calculations, and function to generate faceted CUSUM Control Charts

Creates multiple SPC / process behaviour charts, automatically detecting signals of process change and revising centre lines and control limits.

Creates Census Tables Quickly. No SQL, No Problem.

The purpose of creating this book is share the lessons learnt by reading and completing the exercises in the book. It also could work as summary of the main point of the book.

A collection of functions using data.table to efficiently clean large tables using a simplified syntax

Workshop slides and resources

A short presentation on data.table

my uploads to #tidytuesday