2724 search results for "GIS"

Multidimensional scaling of REM album covers: FlagSpace revisited

December 11, 2012
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Multidimensional scaling of REM album covers: FlagSpace revisited

By way of following up on an old in-joke, and doing something constructive because I couldn’t get to sleep, I thought I would revisit the Flag Space plot that I blogged about a while back and learn how to do it. … Continue reading →

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Visualizing Baltimore 3.1: Crime and Vacant Properties, Neighborhood Level, Bit More Polished

December 11, 2012
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Visualizing Baltimore 3.1: Crime and Vacant Properties, Neighborhood Level, Bit More Polished

Redos of the plots from this post: Bit more communicative, though the overplotting is a bit annoying. Code: ## gis libraries library(spBayes) library(MBA) library(geoR) library(fields) library(sp) library(maptools) library(rgdal) library(classInt) library(lattice) library(xtable) library(spatstat) library(splancs)   ## Other packages library(ggplot2) library(foreign) library(stringr)...

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US State Maps using map_data()

December 11, 2012
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US State Maps using map_data()

Today’s short post will show how to make a simple map using map_data(). Let’s assume you have data in a CSV file that may look like this: Notice the lower case state names; they will make merging the data much easier. The variable of inte...

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XLLoop examples

December 10, 2012
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XLLoop examples

Today I want to follow up with the XLLoop framework post. Please read the XLLoop framework post first to setup the XLLoop before trying the examples below. My first example is based on the TFX Package – to retrieve real-time FX quotes. To try this example, please first install the TFX Package. Please note that

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Visualizing Baltimore 3: Crime and Vacant Properties, Neighborhood Level

December 10, 2012
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Visualizing Baltimore 3: Crime and Vacant Properties, Neighborhood Level

A few quick plots of West Baltimore neighborhoods, first Sandtown-Winchester: and Harlem Park: These aren’t very polished, I’ll put up better versions. Here’s the code for those that want it: ## gis libraries library(spBayes) library(MBA) library(geoR) library(fields) library(sp) library(maptools) library(rgdal)...

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Visualizing Baltimore 2: Vacant Property and Some More Crime

December 10, 2012
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Visualizing Baltimore 2: Vacant Property and Some More Crime

One of the key predictors in my model for this crime project I’m working on is vacant houses and lots. I’ll speak to some findings about the relationship between levels of the different types of crime and vacant property in...

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"Economics-style" graphs with bezier() from Hmisc

December 10, 2012
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"Economics-style" graphs with bezier() from Hmisc

So, I really think this one is pretty cool. We spend much of our time in R making graphs with data, but what if you have a theory that you’d like to express graphically? Something like what I’ll call “economics-style” graphs, i...

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Using (R) Markdown, Jekyll, & GitHub for a Website

December 10, 2012
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Introduction Markdown has been growing in popularity for writing documents on the web. With the introduction of R Markdown (see also Jeromy Anglim’s post on getting started with R Markdown) and knitr, R Markdown has simplified the publishing of R analysis on the web. I recently converted my website from Wordpress to Jekyll. Jekyll...

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Handling missing data with Amelia

December 9, 2012
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Handling missing data with Amelia

So, what if you have data, but some of the observations are missing? Many statistical techniques assume no missingness, so we might want to “fill in” or rectangularize our data, by replacing missing observations with plausible substitutes....

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Evaluating term popularity with twitteR

December 8, 2012
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Evaluating term popularity with twitteR

I really wanted to put something together for this series on the twitteR package. Unfortunately, at the moment the number of interesting things than can be done with twitteR, as opposed to through API calls and RCurl, is limited. Regardless, I have Ye...

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