Updated Sentiment Analysis and a Word Cloud for Netflix – The R Way!

January 30, 2012
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Updated Sentiment Analysis and a Word Cloud for Netflix – The R Way!

The Netflix investors must be happy and cheerful as the stock is up more than 78% since the beginning of the year (YES, 78%, Source: Yahoo Finance!).  I am not going to talk about what turned the stock around after a much talked/hyp...

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Sentiment Analysis, the R way, on Netflix’s September 18th Announcement

January 30, 2012
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Re-posting this blog from my other blog on Analytics (http://allthingsbusinessanalytics.blogspot.com/)Did Netflix make a bad move or a bold move, only time will tell but for now here is a simple sentiment analysis using R and TwitteR pac...

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Using LaTeX, R, and Sweave to Create Reports in Windows

January 30, 2012
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Using LaTeX, R, and Sweave to Create Reports in Windows

LaTeX is a typesetting system that can easily be used to create reports and scientific articles, and has excellent formatting options for displaying code and mathematical formulas. Sweave is a package in base R that can execute R code embedded in LaTeX files and display the output. This can be used to generate reports and quickly fix errors when needed.There are some barriers to entry with LaTeX that seem much…

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Random Number Seeds: NOT only the first one matters!

January 30, 2012
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Random Number Seeds: NOT only the first one matters!

Today, Rick (blog @ here) wrote an article about random number seed in SAS to be used in random number functions in DATA Step. Rick noticed when multiple random number functions are called using different seeds, only the first one matters. This is...

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Freshman hordes even more godless!

January 29, 2012
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Freshman hordes even more godless!

[This is an update of an article I wrote last year, "Freshman hordes more godless than ever."  There is a followup to this article here.] For several years I have been following one of the most under-reported stories of the decade: the fraction o...

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Complete steps for installing software and programs

January 28, 2012
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Complete steps for installing software and programs

To use the programs, there are five basic installation steps:Install the general programming language R. Go to the R web site and install the latest version of R appropriate for your computer (Windows, Mac, Linux).Install the Bayesian sampling program ...

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Say it in R with "by", "apply" and friends

January 28, 2012
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Say it in R with "by", "apply" and friends

Iris versicolor (Source: Wikipedia)R is a language, as Luis Apiolaza pointed out in his recent post. This is absolutely true, and learning a programming language is not much different from learning a foreign language. It takes time and a lot of pr...

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Replicating NetLogo Fire model

January 27, 2012
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Replicating NetLogo Fire model

While preparing for the new semester I have started reimplementing standard NetLogo examples in R. The first is Fire model.The simulation in R is presented here:# Forest matrix trees encoding:# 3 – green, 2 – burning, 1 – burnt, 0 – no treesimu...

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RStudio, BibTex, and LaTeX

January 27, 2012
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I was having a little trouble getting RStudio to process BibTex entries and compile a LaTeX file. Bumping around on the great RStudio help forum, I found this entry, which pointed me in the direction. I needed to set a system environment variable in R ...

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Think Complexity, Part Two

January 27, 2012
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Think Complexity, Part Two

My new book, Think Complexity, will be published by O'Reilly Media in March. For people who can't stand to wait that long, I am publishing excerpts here.  If you really can't wait, you can read the free version at&nbs...

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Parallel R Model Prediction Building and Analytics

January 27, 2012
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Parallel R Model Prediction Building and Analytics

Modifying R code to run in parallel can lead to huge performance gains. Although a significant amount of code can easily be run in parallel, there are some learning techniques, such as the Support Vector Machine, that cannot be easily parallelized. ...

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Parallel R Model Prediction Building and Analytics

January 27, 2012
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Modifying R code to run in parallel can lead to huge performance gains. Although a significant amount of code can easily be run in parallel, there are some learning techniques, such as the Support Vector Machine, that cannot be easily parallelized. H...

Read more »

Parallel R Model Prediction Building and Analytics

January 27, 2012
By
Parallel R Model Prediction Building and Analytics

Modifying R code to run in parallel can lead to huge performance gains. Although a significant amount of code can easily be run in parallel, there are some learning techniques, such as the Support Vector Machine, that cannot be easily parallelized. How...

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SAS Macro Simplifies SAS and R integration (Updated)

January 26, 2012
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SAS Macro Simplifies SAS and R integration (Updated)

Many of us feel very enthusiastic about R. It's free, it features cutting edge applications, it has a large community of users contributing for mutual benefit, and on and on. There are also many things to like about SAS, including stability, backwards...

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Parallel R Model Prediction Building and Analytics

January 26, 2012
By
Parallel R Model Prediction Building and Analytics

Modifying R code to run in parallel can lead to huge performance gains. Although a significant amount of code can easily be run in parallel, there are some learning techniques, such as the Support Vector Machine, that cannot be easily parallelized. Ho...

Read more »

ESPN Prediction Performance for the NFL

January 25, 2012
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ESPN Prediction Performance for the NFL

Description: ESPN 'experts' predict the National Football League wins/losses each week.  The above chart shows the percentage of their correct guesses and an overall trend, week by week. Data: http://espn.go.com/nfl/picks Analysis: ...

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Geocode your data using, R, JSON and Google Maps’ Geocoding APIs

January 24, 2012
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Over the last year and half, I have faced numerous challenges with geocoding the data that I have used to showcase my passion for location analytics.  In 2012, I decided to take thing in my control and turned to R.  Here, I am sharing a simpl...

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Geocode your data using, R, JSON and Google Maps’ Geocoding APIs

January 24, 2012
By

Over the last year and half, I have faced numerous challenges with geocoding the data that I have used to showcase my passion for location analytics.  In 2012, I decided to take thing in my control and turned to R.  Here, I am sharing a simpl...

Read more »

Analyzing US Government Contract Awards in R

January 24, 2012
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Analyzing US Government Contract Awards in R

As I was exploring open data sources, I came across USA spending. This site contains information on US government contract awards and other disbursements, such as grants and loans. In this post, we will look at data on contracts awarded in the state...

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Analyzing US Government Contract Awards in R

January 24, 2012
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Analyzing US Government Contract Awards in R

As I was exploring open data sources, I came across USA spending. This site contains information on US government contract awards and other disbursements, such as grants and loans. In this post, we will look at data on contracts awarded in the state ...

Read more »

Analyzing US Government Contract Awards in R

January 23, 2012
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Analyzing US Government Contract Awards in R

As I was exploring open data sources, I came across USA spending. This site contains information on US government contract awards and other disbursements, such as grants and loans. In this post, we will look at data on contracts awarded in the state of...

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Think Complexity

January 23, 2012
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Think Complexity

Think Complexity On Friday I turned in the manuscript for Think Complexity, which will be published by O'Reilly Media in March (or, at least, that's the schedule). For people who can't stand to wait that long, I am going to publish exce...

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Analyzing US Government Contract Awards in R

January 23, 2012
By
Analyzing US Government Contract Awards in R

As I was exploring open data sources, I came across USA spending. This site contains information on US government contract awards and other disbursements, such as grants and loans. In this post, we will look at data on contracts awarded in the state o...

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