1695 search results for "Excel"

Simple data mining and plotting data on a map with ggplot2

April 2, 2012
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Simple data mining and plotting data on a map with ggplot2

In this post I use OpenStreetsMaps and ggplot2 to plot geographically were psychologists live, using data from a facebook document.

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Simple data mining and plotting data on a map with ggplot2

April 2, 2012
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Simple data mining and plotting data on a map with ggplot2

Introduction A Facebook group for psychologists in Sweden created a document where each member could type in were they live and what they work with. At the moment 192 psychologists have added their information to the document. This made me think about how to plot this information using R, and especially how to read data in this format. I was...

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Ggplot2, PubMed citation frequency and DSM-IV Axis I disorders by year

March 31, 2012
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Ggplot2, PubMed citation frequency and DSM-IV Axis I disorders by year

I searched PubMed for several major DSM-IV disorders and downloaded the hits. Using ggplot2 I plotted the number of publications each year for each disorder.

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Ggplot2, PubMed citation frequency and DSM-IV Axis I disorders by year

March 31, 2012
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Ggplot2, PubMed citation frequency and DSM-IV Axis I disorders by year

Introduction I an earlier post I used ggplot2 to plot publication count by year for different psychotherapy orientations. I'm using an updated version of that R-code in this post to plot publication count for several major DSM-IV disorders. It's basically like a very simple discourse analysis. The search string I searched for the following disorders: Depression, Bipolar disorder, Post-Traumatic Stress Disorder (PTSD), Attention-Deficit/Hyperactivity Disorder (ADHD), Obsessive-Compulsive Disorder (OCD),...

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See how Deloitte uses R for actuarial analysis

March 29, 2012
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Many thanks to Jim Guszcza (Predictive Analytics lead at Deloitte Consulting and Assistant Professor at UW-Madison) who gave a great webinar presentation yesterday on actuarial analysis with R. Jim's demo (starting at the 20 minute mark in the video replay below) is a great way to get a sense of how R is used for exploratory data analysis and...

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Updates to the Deducer family of packages

March 29, 2012
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Over the past month there have been a number of package updates in the deducer ecosystem. Deducer is a general purpose, extensible, data analysis GUI. It is designed to be a free easy to use alternative to proprietary data analysis software such as SPSS, JMP, and Minitab. It has a menu system to do common

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R: ifelse statements with multiple variables and NAs

March 27, 2012
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ifelse statements in R are the bread and butter of recoding variables. Normally these are pretty easy to do, particularly when we are recoding off one variable, and that variable contains no missing values. There are lots of examples on how to do this ...

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Popularity of Programming Languages

March 25, 2012
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Popularity of Programming Languages

As you can see, R is relatively popular (but more so on StackOverflow than GitHub):For the original graph, click here. This scatter plot is a reminder that R is useful to learn not only for statistical modeling (since there are so many excellent packag...

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knitr, github, and a new phase for the lab notebook

March 21, 2012
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knitr, github, and a new phase for the lab notebook

I have recently modified the basic workflow of my lab notebook since discovering knitr. Before, I would write code files which I could track on github, push figures created by the code to flickr, and then write a notebook entry on wordpress describing what I was doing. I’d embed each figure I wanted into the

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Simple ROC plots with ggplot2 – Part 2

March 21, 2012
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Simple ROC plots with ggplot2 – Part 2

In the first part of this article we built a function (rocdata) to calculate the co-ordinates for the ROC plot and its summary statistics. Now we need to actually produce the plot. I make most of my plots in ggplot2 because of it’s versatility. However there’s no reason why these plots couldn’t be produced

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