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<h1>Using R for Geodemographic Analysis</h1>
<h2>R Basics</h2>
<p>R began as a statistics program, and is still used as one my many users. At a simple level you can type in “3 + 4”, press return, and R will respond “7”. The code you type in in this tutorial is shown like this:</p>
<pre><code class="r">3 + 4
</code></pre>
<p>And R's output is shown like this: </p>
<pre><code>[1] 7
</code></pre>
<p>R has developed into a GIS as a result of user contributed packages, or libraries, as R refers to them. We will be using several libraries in this practical, and will load them as necessary. </p>
<p><em>If you are using this worksheet outside of the course, you may need to install the R libraries as well as loading them. To do this, run 'install.package(“package_name”)'.</em></p>
<p>We won't spend too much time on the basics of using R - if you want to find out more, there are some good tutorials at <a href="http://www.social-statistics.org/?p=764">http://www.social-statistics.org/?p=764</a> or <a href="http://rpubs.com/nickbearman/gettingstartedwithr">http://rpubs.com/nickbearman/gettingstartedwithr</a>. </p>
<p>We are going to use a program called <a href="http://www.rstudio.com/" title="R Studio website">R Studio</a>, which works on top of R and provides a good user interface. I'll talk a little bit about it in the presentation, but the key areas of the window are these:</p>
<p><img src="data:image/png;base64,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" alt="Screenshot of R Studio"/></p>
<p>Open up R Studio (click Start > All Programs > RStudio > RStudio or double-click the icon on the desktop) and arrange the windows so you can see the instructions in the web browser along side R Studio. </p>
<h2>Index Scores</h2>
<p>Index scores are an important part of geodemographic classification as they show how the rate of a particular characteristic is for that particular geodemographic group compared to the national average. </p>
<p>For example, the table below shows index scores for broadsheet and tabloid newspaper readership. A score of 100 indicates an OAC SuperGroup where newspaper readership is the same as the national average. The City Living SuperGroup have a score of 144 for broadsheet newspapers, which means the readership of broadsheet newspapers for them is 44% higher than the national average. The Blue Collar Communities SuperGroup have an index score of 73.2, which means their readership of broadsheet newspapers is 21.8% lower (100-73.2 = 21.8) than the national average. </p>
<p><strong>Table 1: Index Scores for broadsheet and tabloid newspaper readership</strong></p>
<!-- html table generated in R 3.0.3 by xtable 1.7-1 package -->
<!-- Thu Jul 10 15:50:00 2014 -->
<TABLE border=1>
<TR> <TH> OAC SuperGroup </TH> <TH> Broadsheet Index Score </TH> <TH> Tabloid Index Score </TH> </TR>
<TR> <TD> Blue Collar Communities </TD> <TD align="right"> 73.2 </TD> <TD align="right"> 110.8 </TD> </TR>
<TR> <TD> City Living </TD> <TD align="right"> 144.0 </TD> <TD align="right"> 82.2 </TD> </TR>
<TR> <TD> Countryside </TD> <TD align="right"> 103.9 </TD> <TD align="right"> 104.9 </TD> </TR>
<TR> <TD> Prospering Suburbs </TD> <TD align="right"> 109.1 </TD> <TD align="right"> 94.5 </TD> </TR>
<TR> <TD> Constrained by Circumstances </TD> <TD align="right"> 78.2 </TD> <TD align="right"> 108.4 </TD> </TR>
<TR> <TD> Typical Traits </TD> <TD align="right"> 97.1 </TD> <TD align="right"> 96.4 </TD> </TR>
<TR> <TD> Multicultural </TD> <TD align="right"> 120.2 </TD> <TD align="right"> 96.0 </TD> </TR>
</TABLE>
<p>We are going to make a graph of these values. We're using the <code>ggplot2</code> library, but there are many different ways of creating a graph. </p>
<p>When writing code for R, as with any programming language, it is good to include comments - these are bits of text that R ignores, but we can use them to explain what is happening. In R, these are lines that start with a #. This is useful if we pass our code on to someone else (so they know what the code is doing) and for ourselves, when we come back to a piece of code six months later and can't remember what it was for!</p>
<p>The code below creates a graph of the index scores. We are going to take this code, and alter it to show the Tabloid news paper data. </p>
<p>In the R Studio window, click New (top-left) and choose R Script (or use Ctrl-Shift-N):</p>
<p><img src="data:image/png;base64,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" alt=""/></p>
<p>As we work through each section, copy and paste it into the new R script. Later on, we will edit this code to create a graph of index scores for tabloid newspapers. </p>
<p>Copy the code in the section below and paste it into the R script window at the top. To run the code, highlight the bit of code you want to run and then either click the 'Run' button (top right) or, and then press Ctrl-Enter on the keyboard (hold down Control and press Enter). If you get any error messages, check you have copied all of the code and not missed any bits out. </p>
<pre><code class="r">#Load libraries
library(scales)
library(ggplot2)
#set up data and data frame
oac_names <- c("Blue Collar Communities","City Living","Countryside","Prospering Suburbs","Constrained by Circumstances","Typical Traits","Multicultural")
broadsheets <- c(73.2, 144, 103.9, 109.1, 78.2, 97.1, 120.2)
oac_broadsheets <- data.frame(oac_names,broadsheets)
#convert the percentage values (e.g. 144%) to decimal increase or decrease (e.g. 0.44)
oac_broadsheets$broadsheets <- broadsheets / 100 - 1
</code></pre>
<p>This code loads some libaries, and then sets up a data frame containing the index score information. At any time, we can get R to tell us what a variable contains. Just type the variable name in the console to get R to print the variable:</p>
<pre><code class="r">oac_broadsheets
</code></pre>
<pre><code> oac_names broadsheets
1 Blue Collar Communities -0.268
2 City Living 0.440
3 Countryside 0.039
4 Prospering Suburbs 0.091
5 Constrained by Circumstances -0.218
6 Typical Traits -0.029
7 Multicultural 0.202
</code></pre>
<p>Can you see how the values have been altered from an index score (where 100 is the average) to a percentage change (where 0% is the average)?</p>
<p>The next step is to pick the colours, and then create the graph. Cooy this code, run it and then we'll play around with it. R should create the graph, as shown in this document. If you get any error messages, check you have copied all of the code and not missed any bits out. </p>
<pre><code class="r">#select the colours we are going to use
my_colour <- c("#33A1C9","#FFEC8B","#A2CD5A","#CD7054","#B7B7B7","#9F79EE","#FCC08F")
#plot the graph - this has several bits to it
#the first three lines setup the data and type of graph
ggplot(oac_broadsheets, aes(oac_names, broadsheets)) +
geom_bar(stat = "identity", fill = my_colour, position="identity") +
theme(axis.text.x=element_text(angle=90,hjust=1,vjust=1,size=12)) +
#this line add the lables to each bar
geom_text(aes(label = paste(round(broadsheets * 100,digits = 0), "%"), vjust = ifelse(broadsheets >= 0, -0.5, 1.5)), size=3) +
#these lines as the axis labels and these fonts
theme(axis.title.x = element_text(size=12)) +
theme(axis.title.y = element_text(size=12)) +
scale_y_continuous("Difference from national average for broadsheet",labels = percent_format()) +
scale_x_discrete("OAC SuperGroups")
</code></pre>
<p><img 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" alt="plot of chunk unnamed-chunk-6"/> </p>
<p>This code uses the <code>ggplot</code> function to create a nice looking graph of the index scores (above). There is quite a lot going on in this code, but don't worry about trying to understand every command at this point. You can find out more about any R command by typing <code>?_command_</code> into the console. For example, <code>?ggplot</code>.</p>
<p>Now instead of broadsheet readership, we will create a graph for tabloid readership. Firstly in the code you copied into the R Script window, replace this line:</p>
<pre><code class="r">broadsheets <- c(73.2, 144, 103.9, 109.1, 78.2, 97.1, 120.2)
</code></pre>
<p>with this</p>
<pre><code class="r">tabloids <- c(110.8,82.2,104.9,94.5,108.4,96.4,96.0)
</code></pre>
<p>As we're doing tabloids now, we need to replace any instance of broadsheets with tabliods. Change:</p>
<pre><code class="r">oac_broadsheets <- data.frame(oac_names,broadsheets)
</code></pre>
<p>to </p>
<pre><code class="r">oac_tabloids <- data.frame(oac_names,tabloids)
</code></pre>
<p>And do the same for the rest of the code.</p>
<p>You should end up with a graph like this:</p>
<p><img src="data:image/png;base64,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" alt="plot of chunk unnamed-chunk-11"/> </p>
<p>This is our new graph! Compare it with the graph above. What does it tell us about the readership of different areas? Is this a surprise?</p>
<h2>Geodemographic Map of Liverpool</h2>
<p>Now that we know the newspaper readership, it would also be useful to know how the different geodemographic classifications are distributed across Liverpool. We are going to use the 2001 version of the Output Area Classification (OAC) as described in the presentation. However, first of all we need to read in a shapefile for Liverpool. We are going to be using the 2001 Census geography of Output Areas. </p>
<p>R uses what it calls a working directory, which is a folder where it will store the files you are currently working on. In the 'Documents' folder, create a folder called 'GIS'. We will then tell R to use this folder as its working directory. Run the command below. </p>
<pre><code class="r"># Set working directory
setwd("M:/Documents/GIS")
</code></pre>
<p>All the data we are using is freely available, and while some of it has already been prepared for you, you don't need to be based at a University to access it. For example, the 2001 Output Area data is available from
<a href="https://geoportal.statistics.gov.uk/geoportal/catalog/main/home.page">https://geoportal.statistics.gov.uk/geoportal/catalog/main/home.page</a> by searching for Output areas (E+W) 2001 Boundaries (Generalised, Clipped). I have already downloaded this data, and just clipped out the Liverpool area for this exercise. </p>
<p>To read in the data, we need to load another library - <code>maptools</code>. Run the lines of code below which will download and read in the data. </p>
<pre><code class="r">#load library
library(maptools)
#download file
download.file("https://raw.githubusercontent.com/nickbearman/r-geodemographic-analysis-20140710/master/liverpool_OA.zip", "liverpool_OA.zip", method = "internal") #if you are running this on OSX, you will need to replace method = "internal" with method = "curl"
#unzip file
unzip("liverpool_OA.zip")
#read in shapefile
liverpool <- readShapeSpatial('liverpool_OA/liverpool', proj4string = CRS("+init=epsg:27700"))
</code></pre>
<p>This will read in the shapefile to a SpatialPolygonsDataFrame called <code>liverpool</code>. We can have a quick look at the data using the <code>plot</code> command. Run:</p>
<pre><code class="r">plot(liverpool)
</code></pre>
<p><img src="data:image/png;base64,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" alt="plot of chunk unnamed-chunk-16"/> </p>
<p>This just contains the spatial information, showing where the Output Areas are. We also need to know which Output Areas are in which SuperGroup. </p>
<ul>
<li>Go to <a href="http://www.ons.gov.uk/ons/guide-method/geography/products/area-classifications/ns-area-classifications/index/datasets/output-areas/output-areas.html">http://www.ons.gov.uk/ons/guide-method/geography/products/area-classifications/ns-area-classifications/index/datasets/output-areas/output-areas.html</a> </li>
<li>Click <strong>Cluster Membership - Output Areas</strong> (on the right hand side)</li>
<li>Choose <strong>Download</strong> and click <strong>Next</strong></li>
<li>Choose the <strong>North-West</strong> option</li>
<li>Download the CSV file</li>
<li>Extract the files from the zip file and move <code>J31A0301_2101_GeoPolicy_NW_OA.CSV</code> to your working folder. </li>
</ul>
<p>Now run this code to read in the CSV file and rename the columns.</p>
<pre><code class="r">#read in OAC by OA csv file
OAC <- read.csv("J31A0301_2101_GeoPolicy_NW_OA.csv",header=TRUE,skip=5)
#select certain columns
OAC <- subset(OAC, select = c("OA_CODE","DATA_VALUE","DATA_VALUE.1","DATA_VALUE.2","DATA_VALUE.3","DATA_VALUE.4","DATA_VALUE.5"))
#rename columns
colnames(OAC) <- c("OA_CODE","Supergroup Name","Supergroup Code","Group Name","Group Code","Subgroup Name","Subgroup Code")
</code></pre>
<p>If you have time, have a look at the CSV file in Excel. Can you see how R has read it in? What do you think the <code>header=TRUE</code> and <code>skip=5</code> bits of the command mean?</p>
<h2>Joining Data</h2>
<p>The next stage is to join this data onto the data slot of the OA object. This code uses the <code>match()</code> function to examine which rows in the <code>OAC</code> data frame match with those in the <code>liverpool@data</code> dataframe. The matches are done using the OA code columns in both objects. If you print the first few rows of the data slot for both objects, you will see the fields we will be matching.</p>
<pre><code class="r">#print first six rows for the data frames we will be joining
head(liverpool@data)
</code></pre>
<pre><code> OA01CD OA01CDOLD
0 E00032985 00BYFA0001
1 E00032986 00BYFA0002
2 E00032987 00BYFA0003
3 E00032988 00BYFA0004
4 E00032989 00BYFA0005
5 E00032990 00BYFA0006
</code></pre>
<pre><code class="r">head(OAC)
</code></pre>
<pre><code> OA_CODE Supergroup Name Supergroup Code Group Name
1 00BLFA0001 Prospering Suburbs 4 Prospering Semis
2 00BLFA0002 Typical Traits 6 Settled Households
3 00BLFA0003 Typical Traits 6 Settled Households
4 00BLFA0004 Typical Traits 6 Least Divergent
5 00BLFA0005 Prospering Suburbs 4 Prospering Older Families
6 00BLFA0006 Prospering Suburbs 4 Prospering Semis
Group Code Subgroup Name Subgroup Code
1 4c .. 4c1
2 6a .. 6a1
3 6a .. 6a2
4 6b .. 6b3
5 4b .. 4b2
6 4c .. 4c2
</code></pre>
<p>We are joining the <code>OA01OLD</code> and the <code>OA_CODE</code> fields - you should be able to see that the first few match. The code below joins them together, and then does another <code>head()</code> command to show the joined data. </p>
<pre><code class="r">#Join OAC classification on to LSOA shapefile
liverpool@data = data.frame(liverpool@data, OAC[match(liverpool@data[, "OA01CDOLD"], OAC[,"OA_CODE"]),])
#Show head of liverpool
head(liverpool@data)
</code></pre>
<pre><code> OA01CD OA01CDOLD OA_CODE Supergroup.Name Supergroup.Code
0 E00032985 00BYFA0001 00BYFA0001 City Living 2
1 E00032986 00BYFA0002 00BYFA0002 City Living 2
2 E00032987 00BYFA0003 00BYFA0003 Multicultural 7
3 E00032988 00BYFA0004 00BYFA0004 City Living 2
4 E00032989 00BYFA0005 00BYFA0005 City Living 2
5 E00032990 00BYFA0006 00BYFA0006 City Living 2
Group.Name Group.Code Subgroup.Name Subgroup.Code
0 Transient Communities 2a .. 2a2
1 Transient Communities 2a .. 2a2
2 Afro-Caribbean Communities 7b .. 7b1
3 Settled in the City 2b .. 2b2
4 Transient Communities 2a .. 2a2
5 Transient Communities 2a .. 2a2
</code></pre>
<h2>Graphs of Individual Newspaper Titles (optional)</h2>
<p>We also have the index scores for individual newspaper titles (<a href="https://raw.githubusercontent.com/nickbearman/r-geodemographic-analysis-20140710/master/newspapers_full.csv">https://raw.githubusercontent.com/nickbearman/r-geodemographic-analysis-20140710/master/newspapers_full.csv</a>). If you have time, see if you can make a graph for one of these newspapers, using the code above to help. Remember to change the axis label as well!</p>
<h2>Lunch</h2>
<p>This is where I am planning to break for lunch, depending how the timing goes. If you get to this point before lunch, feel free to experiment with the code you have been using and see if you can apply some of it to your own data. </p>
<h2>Mapping the Data</h2>
<p>Now we have the data prepared, we can map it. Creating a map in R has several stages to it, which we will go through. The first stage is just to plot the map. To do this, we also need to select which colours we want to use for each category. This is done in the lines below, using hexadecimal colour codes. Copy this code into a script and run it. </p>
<pre><code class="r">#Define a set of colours, one for each of the OAC supergroups
my_colour <- c("#33A1C9","#FFEC8B","#A2CD5A","#CD7054","#B7B7B7","#9F79EE","#FCC08F")
#Create a basic OAC choropleth map
plot(liverpool, col=my_colour[liverpool@data$Supergroup.Code], axes=FALSE,border = NA)
</code></pre>
<p><img src="data:image/png;base64,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alt="plot of chunk unnamed-chunk-20"/> </p>
<p>This shows us the map, but we also need a legend and other details on it. The second stage adds these details. Copy the code below into your script, and run it. </p>
<pre><code class="r">#Name the groups we've used
oac_names <- c("Blue collar communities","City Living","Countryside","Prospering suburbs","Constrained by circumstances","Typical traits","Multicultural")
#Add the legend (the oac_names object was created earlier)
legend(x=332210, y=385752, legend=oac_names, fill=my_colour, bty="n", cex=.8, ncol=1)
#Add North Arrow
SpatialPolygonsRescale(layout.north.arrow(2), offset= c(332610,385852), scale = 1600, plot.grid=F)
#Add Scale Bar
SpatialPolygonsRescale(layout.scale.bar(), offset= c(333210,381252), scale= 5000, fill= c("white", "black"), plot.grid= F)
#Add text to scale bar
text(333410,380952,"0km", cex=.8)
text(333410 + 2500,380952,"2.5km", cex=.8)
text(333410 + 5000,380952,"5km", cex=.8)
#Add a title
title("OAC Group Map of Liverpool")
</code></pre>
<p>Your map should end up looking something like this:</p>
<p><img src="data:image/png;base64,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" alt=""/></p>
<p>There is quite a lot happening here, so here is a bit of explanation. The pairs of six digit numbers represent the location of the different objects. When you plot a graph in R, the coordinates are set to the same as the spatial data (BNG in this example), so you also have to position the map items in BNG coordinates. </p>
<p>If you just re-run one line, R will just add that again to the plot. This can be useful if you are experimenting with the position, but you may need to run the whole block of code again to see what is going on. Running the line starting with <code>plot(liverpool.....</code> will clear the plot and start again. Use this if it gets too messy. </p>
<p>You might need to move some of the components to have a better map layout. There is a function called <code>locator()</code> which can help you find coordinates. Run <code>locator()</code> in the console, then click anywhere in the plot window, and then click finish (top-right of the plot window). R will then give you the coordinates of where you clicked. Try adjusting the coordinates to move the North arrow to the top left of the map. </p>
<p>Secondly, you can see the <code>cex=</code> command used quite a bit. This tells R to scale that item. A value of 1 represents 100%, so 0.8 gets R to reduce the item in size by 20%. Try adjusting the size. </p>
<p>Experiment with adjusting the different elements, size, location and colour. How do you think you would add a data source to the map?</p>
<h2>Calculating Index Scores</h2>
<p>I've provided the index scores for you, but where do they come from? When creating the 2001 OAC, they also created a OAC Grand Index, which is a series of index scores for different variables cross tabulated against OAC SuperGroups, Groups and SubGroups. We've already used the index scores for tabloid and broadsheet newspapers, but we also have index scores for individual titles. This data has come from the Grand Index, which you can download it from <a href="http://areaclassification.org.uk/2010/09/07/oac-grand-index/">http://areaclassification.org.uk/2010/09/07/oac-grand-index/</a>. Have a look and see what different variables you might find useful. </p>
<p>We are going to use them in an example below, but before that I want to explain briefly how they are calculated. It is calculated as a ratio, with 100 being the national average. Let's say we have 1,435,000 broadsheet newspaper readers nationally, out of a total of 4,966,590 newspaper readers. Within the Blue Collar Communities we have 135,000 readers out of 639,000 readers in total (in the Blue Collar Communities). The index score (of broadsheet newspaper readers in the Blue Collar Community SuperGroup) is:</p>
<p>\[
\frac{\text{Broadsheet readers in Blue Collar Communities}} {\text{Total National Broadsheet readers}} / \frac{\text{Total Readers in Blue Collar Communities}} {\text{Total National Newspaper Readers}} * 100
\]</p>
<p>If we put some numbers in:</p>
<p>\[
\frac{135,000} {1,435,000} / \frac{639,000} {4,966,590} * 100 = 73.1
\]</p>
<p><em>The numbers don't quite match with the table at the beginning (73.2) because of rounding. These numbers are based on <a href="http://www.pressgazette.co.uk/uk-newspapers-ranked-total-readership-print-and-online">http://www.pressgazette.co.uk/uk-newspapers-ranked-total-readership-print-and-online</a>, for August 2013, accessed 2nd July 2014.</em></p>
<h2>Using OAC Index Scores in an example</h2>
<p>If we decide to open a corner shop in a particular location then it might be useful to know what newspapers we are likely to sell most of. We know which OAC Group our corner shop falls into, and we know which classifications tend to read which newspapers, so we can combine the two together to work out which newspapers to stock. </p>
<p>I've cut out a subset from the Grand Index mentioned above, and you can load this from a CSV file:</p>
<pre><code class="r">#download file
download.file("https://raw.githubusercontent.com/nickbearman/r-geodemographic-analysis-20140710/master/newspapers_full.csv", "newspapers_full.csv", method = "internal")
#Read in CSV file called newspapers_full.csv
newspapers_full <- read.csv("newspapers_full.csv",header=TRUE)
</code></pre>
<pre><code class="r">#print the whole data frame to view it
newspapers_full
</code></pre>
<pre><code>## X Independent Daily.Telegraph Guardian
## 1 1: Blue Collar Communities 74.09 76.50 72.51
## 2 2: City Living 153.59 101.48 171.60
## 3 3: Countryside 101.57 121.67 90.94
## 4 4: Prospering Suburbs 105.57 127.63 94.00
## 5 5: Constrained by Circumstances 78.58 82.79 73.10
## 6 6: Typical Traits 96.96 103.70 102.63
## 7 7: Multicultural 122.62 86.40 138.75
## Finaicial.Times Times Daily.Express Daliy.Mail Sun Daily.Mirror
## 1 64.01 78.73 97.76 89.07 114.53 118.56
## 2 153.24 139.91 81.12 87.04 79.70 83.77
## 3 98.67 106.61 127.78 115.48 96.10 93.96
## 4 103.51 114.58 109.39 117.23 86.80 90.33
## 5 82.29 74.28 93.11 92.75 117.37 108.68
## 6 80.22 101.91 97.11 100.94 94.16 98.06
## 7 149.98 103.22 87.20 88.58 105.92 98.94
## Daily.Star
## 1 133.90
## 2 79.57
## 3 91.31
## 4 68.68
## 5 129.96
## 6 91.74
## 7 99.50
</code></pre>
<p>This gives us the index scores. For example, newspaper readers from the Blue Collar Communities are less likely than average to read the Independent. Our proposed corner shop is at coordinates 341442,388619 which we can plot on to the map using: (if the map isn't visible, then re-run the code to plot the map)</p>
<pre><code class="r">text(341442,388619,"X", cex=1.2)
</code></pre>
<p>Our shop is in the 'Prospering Suburbs' SuperGroup, and we can see from the table that it's probably worth stocking the Daily Telegraph, the Times and the Daily Mail. </p>
<p>What about the Financial Times? What other things might it be worth considering which papers to stock? </p>
<hr/>
<p><img src="http://i.creativecommons.org/l/by-sa/4.0/88x31.png" alt=""/></p>
<p>This work is licensed under the Creative Commons Attribution-ShareAlike 4.0 International License. To view a copy of this license, visit <a href="http://creativecommons.org/licenses/by-sa/4.0/deed.en">http://creativecommons.org/licenses/by-sa/4.0/deed.en</a>. Based upon <a href="http://rpubs.com/nickbearman/gettingstartedwithr">Getting Started with R</a> by Nick Bearman.</p>
<p>This page is <a href="http://rpubs.com/nickbearman/r-geodemographics">http://rpubs.com/nickbearman/r-geodemographics</a> and all the files are available in a <a href="https://github.com/nickbearman/r-geodemographic-analysis-20140710" title="GitHub repository">GitHub repository</a>. Feel free to make use of these exercises and/or <a href="https://guides.github.com/activities/forking/" title="Forking Projects">fork</a> this work. This worksheet was created using R 3.0.3 and R Studio 0.98.507 on OSX and tested on Microsoft Windows 7 using R 3.0.1 and R Studio 0.98.507 on 03/07/2014 by <a href="https://www.linkedin.com/in/nickbearman" title="Nick Bearman Linkedin Profile">Nick Bearman</a>. </p>
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