Top Posts

Building a team of internal R packages

On the jobs-to-be-done and design principles for internal tools
Jan 21, 2021 rstats, pkgdev, jtbd

Column Names as Contracts

Using controlled dictionaries for low-touch documentation, validation, and usability of tabular data
Sep 6, 2020 data, workflow, rstats

RMarkdown Driven Development (RmdDD)

A workflow for refactoring one-time analyses to sustainable data products
May 4, 2019 pkgdev, rmarkdown, rstats, workflow

Recent Posts

Causal design patterns for data analysts

An informal primer to causal analysis designs and data structures
Jan 30, 2021 causal, data, tutorial

Resource Round-Up: Causal Inference

Free books, lectures, blogs, papers, and more for a causal inference crash course
Jan 30, 2021 resources, causal

Building a team of internal R packages

On the jobs-to-be-done and design principles for internal tools
Jan 21, 2021 rstats, pkgdev, jtbd

Generating SQL with {dbplyr} and sqlfluff

Using the tidyverse’s expressive data wrangling vocabulary as a preprocessor for elegant SQL scripts
Jan 16, 2021 rstats, data, sql

Introducing the {convo} package

An R package for maintaining controlled vocabularies to encode contracts between data producers and consumers
Dec 30, 2020 rstats, package, data
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Talks

Column Names as Contracts

Exploring the benefits of using controlled vocabularies to organize data and introducing the convo R package
Feb 25, 2021 11:00 AM University of Toronto - Department of Statistical Sciences
Project Follow

oRganization: Design patterns for internal packages

An overview of the unique design challenges and opportunities when building R packages for use inside of a single organization
Jan 21, 2021 11:00 AM rstudio::global(2021)
Slides Follow

projmgr: Managing the human dependencies of your project

A lightning talk on key features of the projmgr package
Jul 6, 2020 11:00 AM UseR!2020
Project Video Follow

RMarkdown Driven Development

How and why to refactor one time analyses in RMarkdown into sustainable data products
Jan 30, 2020 11:00 AM rstudio::conf(2020) | csv,conf,v5
Slides Video Follow

tidycf: Turning analysis on its head by turning cashflows on their side

An overview of how the tidycf R package led to process and cultural change at Capital One
Jan 31, 2018 11:00 AM rstudio::conf(2018) | EARL Boston | RLadies Chicago
Slides Video Follow
See all talks

Projects

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All Packages

convo

R package for managing controlled vocabularies

satRday Chicago Conference Organizer

Speaker & Sponsor lead for 2019 and 2020

Rtistic

Hackathon-in-a-box templates for custom Rmd and ggplot2 themes

projmgr

R package providing project management interface to GitHub

Publications

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.
Related Post Publisher Site Amazon

R Markdown Cookbook

This cookbook contains tips and tricks to help you get the most out of R Markdown. Topics include the automated generation of content (diagrams, text), customizing format (Pandoc, HTML, and LaTeX templates), workflow improvements (modularizing child documents, cross-referencing code chunks, chunk caching), modifying rendering behavior with hooks, and using alternative language engines.
Read Online Publisher Site Amazon

Topics

causal data jtbd notes package pkgdev resources rmarkdown rstats shiny speaking sql tutorial workflow