1655 search results for "ggplot2"

The Work of the 1 Percent and the 0.1 Percent

October 10, 2011
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The Work of the 1 Percent and the 0.1 Percent

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

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Artist view of crimes in London

October 10, 2011
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Artist view of crimes in London

At first sight, one could think this picture is a scale model of some narrow moutains, like Bryce Canyon… Actually it represents crimes in East London, an cardboard artwork by the Londoner artist Abigail Reynolds, called Mount Fear.  Here is what can be read on the artist’s webpage: The terrain of Mount Fear is generated

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Some light data munging with R, with an application to ranking NFL Teams

October 8, 2011
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Some light data munging with R, with an application to ranking NFL Teams

I recently submitted this blog to R-bloggers, which aggregates R-related blog posts. It's a fantastic site and has been invaluable to me as I've learned R. One of my favorite kinds of articles is the hands-on, "hello world"-style weekend project t...

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In case you missed it: September Roundup

October 7, 2011
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In case you missed them, here are some articles from September of particular interest to R users. The deadline to enter the "R Applications" contest with $20,000 in prizes is October 31. The RHadoop Project, a new collection of open-source R packages from Revolution Analytics, makes it possible to write map-reduce jobs in R to analyze huge data sets...

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Spatiotemporal Data Mining: 2

October 6, 2011
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Spatiotemporal Data Mining: 2

There are many visual methods used to identify patterns in space and time. I've discussed some in prior threads and will show a few others briefly here. One of the most difficult questions I often hear from others regarding markov type approaches, is...

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Do cents follow Benford’s Law?

October 5, 2011
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Do cents follow Benford’s Law?

Benford's law is an amazing thing. If you know the probability distribution that classes of "natural" numbers should have, you can detect where people might be faking data: phony tax returns, bogus scientific studies, etc.

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New R-generated Video: Has StackOverflow Posting Behavior Changed Over Time?

October 5, 2011
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New R-generated Video:  Has StackOverflow Posting Behavior Changed Over Time?

Sparks have been flying between my favorite data analysis language and my favorite programmer's Q & A site since long ago: R flirted with StackOverflow on September 10, 2008, 5 days before StackOverflow was even open to the public. R still hesitates to leave its original suitor, the loud and lively R-help mailing list, where

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Latent class mixed models – with graphics

October 2, 2011
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Latent class mixed models – with graphics

Foreword Apologies that the output isn’t showing well as far as spacing and alignment is concerned. Am working on fixing that! Background Generally when we have a set of data, we have known groupings. Be that three different treatment groups, … Continue reading →

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Dollars and cents: How are you at estimating the total bill?

September 30, 2011
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Dollars and cents: How are you at estimating the total bill?

When estimating the cost of a bunch of purchases, a useful heuristic is rounding to the nearest dollar. (In fact, on US income tax returns, one is allowed to omit the cents). If prices were uniformly distributed, the following two heuristics would be equally accurate:* Rounding each item up or down to the nearest dollar and summing * Rounding each...

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ttrTests This is a Test Test 3:Data Snoopy

September 30, 2011
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ttrTests This is a Test Test 3:Data Snoopy

THIS IS NOT INVESTMENT ADVICE.  IT IS JUST AN EXAMPLE AND WILL LIKELY LOSE LOTS OF MONEY IF YOU PURSUE WHAT IS DISCUSSED.  READER IS RESPONSIBLE FOR THEIR OWN GAINS OR LOSSES.  IF YOU ARE AN UNLIKELY WINNER, I WOULD LOVE TO HEAR YOUR STO...

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