Monthly Archives: January 2010

ggplot2: Quick Heatmap Plotting

January 25, 2010
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ggplot2: Quick Heatmap Plotting

A post on FlowingData blog demonstrated how to quickly make a heatmap below using R base graphics. This post shows how to achieve a very similar result using ggplot2. Data Import FlowingData used last season’s NBA basketball statistics provided by databasebasketball.com, and the csv-file with the data can be downloaded directly from its website. >

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Mapping the Massachusetts election upset with R

January 25, 2010
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Mapping the Massachusetts election upset with R

The blog Offensive Politics has done some in-depth analysis of the recent Senate special-election upset in Massachusetts, comparing the results of victorious Republican candidate Scott Brown to those of the unsuccessful Republican Presidential candidate John McCain in 2008. It's pretty clear that Brown out-performed expectations with Democratic voters, but this chart of the change in Democratic voters from 2008...

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Robert Gentleman joins REvolution’s board of directors

January 25, 2010
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We're so excited here at REvolution Computing to announce that Robert Gentleman has joined our board of directors. Robert is one of the two originators of the R Project: a research project between Robert and Ross Ihaka in 1996 was the genesis of the R language. (Both Robert and Ross were profiled in an article in the New York...

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Mapping MA election results

January 25, 2010
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Mapping MA election results

The Swing State Project recently had some very interesting maps comparing last week’s election results from Massachusetts to 2008 presidential primary results. Their maps posted show some very interesting trends, but the maps themselves are lacking in information and the color schemes are pretty ugly. Using my own source data I recreated their election night

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rgdal and other GIS-related packages for Mac OS X

January 23, 2010
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rgdal and other GIS-related packages for Mac OS X

CRAN contains ready-made binary packages for nearly all of its packages, but rgdal is one which I keep finding myself trying to install from source whenever I upgrade R. Compiled versions of rgdal, along with prerequisites and complements like the GDAL framework, GRASS, and even the old FFTW3 can be found at KyngChaos’s Wiki: http://www.kyngchaos.com/software/frameworks

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R Tutorial Series: Regression With Interaction Variables

January 23, 2010
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R Tutorial Series: Regression With Interaction Variables

Interaction variables introduce an additional level of regression analysis by allowing researchers to explore the synergistic effects of combined predictors. This tutorial will explore how interaction models can be created in R.Tutorial Files Before we...

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Fluctuation plot using ggplot2 in R

January 22, 2010
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Found this nice way to visually summarize contingency tables using ggplot2 in R on Hadley Wickham's ggplot2 cheat sheet. Using the same data in my previous post on making scatterplots in small multiples, I'll demonstrate how to use ggfluctuation() to m...

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What to Expect?

January 22, 2010
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What to Expect?

In 2007, I was introduced to Twitter via the written qualifying exam towards my Ph.D.. At first, I did not know what to do with it. After a good year or so (maybe even sooner) passed, I began to follow some very interesting people that share the same interests as me. It has transformed my academic experience. It is...

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User Group news: DC and Philly

January 22, 2010
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There's a new local R User Group starting up in Philadelphia. Alex McClung and Jeremy Leipzig have set up a website for the Philly UseR Group to get things started, so if you're in the area join up and tell them what you'd like from the group. Also, the DC UseR Group is seeing renewed activity after a hiatus...

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Web Development with R (video)

January 22, 2010
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Jeroen Ooms' BARUG talk on Web Development with R is now available (with thanks again to Drew Conway): If you want to try the web based apps Jeroen demos in the video yourself, you can find links at Jeroen's homepage (along with the slides for his talk). Click on the links for stockplot, lme4, and gpplot2. vcasmo: Web Development...

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