Reproducible Analytics

Articles on reproducible workflows, data tools, deployment, tables, and analytics infrastructure.

Reproducible analytics, deployment, data tooling, and infrastructure for analytical work.

Start With These

You should have a data science blog

Low cost ways to build and deploy analytical web apps

Getting Started with the HHS Medicaid Provider Spending Dataset

Articles

Getting Started with the HHS Medicaid Provider Spending Dataset

How to setup your own local database

You should have a data science blog

Easy and free are only a couple benefits.

Low cost ways to build and deploy analytical web apps

An overview of some server options

Removing higher-order aggregation text in {reactable}

Often when I’m building a reactable I have potentially many aggregation levels but only want to display data in a lower subset of those. Here is a quick way to eliminate…

Nesting with {tidyr}

I really love the elegance of the nest functionality with the tidyr package. It really allows you to abstract the meaning of a data frame to not just contain rectangular…

A couple useful JavaScript aggregation and formatting functions for {reactable}

Embedding tables into your analytical HTML document