Interactive R Notebooks with Jupyter and SageMathCloud

June 20, 2015


Has the time come for Jupyter/IPython notebooks in R? This format, mixing code chunks, output, and markdown all in the same interface, is already wildly popular among Python users. Here's how to get a quick start using interactive, collaborative notebooks in Jupyter, with the help of SageMathCloud.

Posted in: Codespeak, R

Demonstrate your R code with an interactive, embeddable Javascript widget

January 6, 2013


Let visitors execute and play with simple R examples right on your web page, thanks to a web service and an embeddable widget provided by the Sage project.

Improved net stacked distribution graphs via ggplot2 trickery

September 14, 2012


Net stacked distribution graphs are a nice way of comparing data on a Likert scale. It strips out the neutral responses and centers the responses around the center of the graph so you can quickly compare agreement and disagreement on different issues. Here we'll build on Jason Becker's work on doing this in ggplot2 -- it requires a dosage of deviousness.

Posted in: R

The whinny of the exponential horse

May 13, 2012


A Poisson process provides a good model for events that happen rarely. That's what von Bortkiewicz realized in 1898 when he modeled deaths by horse kick in Prussian cavalry; since it would be ungentlemanly to actually kill my readers, I instead represent the events in a Poisson process using a horse's whinny.

Posted in: Csound, R, Sonification

playitbyr 0.2-1: data through sound, now with layers, facets, and more pleasure

May 7, 2012


The recent Sonification Handbook has a chapter devoted to exploratory data analysis using sound. With some help from Sam Ferguson, one of the chapter's authors, I've made it easy to implement those techniques using R with playitbyr.

Posted in: Csound, R, Sonification

RIP Undergraduate Career, 1998-2011

April 23, 2012


The good news is that I got into University of Minnesota's awesome Statistical Education Masters program, where I'll be learning to teach statistics and research innovative new techniques for teaching. The sad news is that I've lost an old friend: my undergraduate career, who reached his teenage years in 2011. It started with classes I […]

Posted in: Uncategorized

Sensual marimba sunspots

February 26, 2012


Here's the numbers of yearly sunspots, 1700-1988, brought to you by the nimble marimba of R: See ?sunspot.year in R for more information about the data. I did this last spring and just discovered it again. I've been so caught up in the current sound world of playitbyr (see this post for an example) that […]

Posted in: R, Sonification

Diamonds vs. water smackdown in playitbyr-powered podcast

February 22, 2012


Apparent Reason Logo

Apparent Reason, my new monthly podcast, is a boisterous and non-technical discussion of economics and statistics. In that format I don't have the luxury of showing charts and graphs to complement my discussion, so I use the playitbyr package to represent the data as sound. (Apparently February is a great month to start R-related podcasts! […]

Posted in: Csound, R, Sonification

R's Distrotheque

November 29, 2011


(Update: The csound package is now available on CRAN.) Do your random variables need to groove more? Of course they do. That's why I've been working on the upcoming csound package for R, which connects to Csound computer synthesis software to make any sound imaginable. Your computer'll be the hippest sample space on the randomized […]

Posted in: Csound, R, Sonification

The Work of the 1 Percent and the 0.1 Percent

October 10, 2011


The Occupy Wall Street movement chants "We are the 99 percent, you are the 1 percent." It's a catchy refrain, and there are many excellent reasons to put the focus on Wall Street in the struggle for economic and political justice in the US. But even singling out one percent of the US means we […]

Posted in: Inequality, R