Want to share your content on R-bloggers? click here if you have a blog, or here if you don't. Last year I published the above graphic, which then got converted into the below for the book London: The Information Capital. I have had many requests for the code I used to create the plot so here it is!

The data shown is the Office for National Statistics flow data. See here for the latest version. The file I used for the above can be downloaded here (it is >109 mb uncompressed so you need a decent computer to load/plot it all at once in R). You will also need this file of area (MSOA) codes and their co-ordinates. The code used is pasted below with comments above each segment. Good luck!

``` library(plyr) library(ggplot2) library(maptools) ```

Load the flow data required – origin and destination points are needed. See above for where you can get the table used here.

``` ```

`input`
We only need the first 3 columns of the above

``` ```

`input`

The UK Census file above didn’t have coordinates just area codes. Here is a lookup that provides those. See above for download.

``` ```

`centroids`

Lots of joining to get the xy coordinates joined to the origin and then the destination points.

``` ```

`or.xy`

Now for plotting with ggplot2.This first step removes the axes in the resulting plot.

``` ```

`xquiet`

Let’s build the plot. First we specify the dataframe we need, with a filter excluding flows of <10

``` ggplot(dest.xy[which(dest.xy\$trips>10),], aes(oX, oY))+ ```

The next line tells ggplot that we wish to plot line segments. The “alpha=” is line transparency and used below

``` geom_segment(aes(x=oX, y=oY,xend=dX, yend=dY, alpha=trips), col="white")+ ```

Here is the magic bit that sets line transparency – essential to make the plot readable

``` scale_alpha_continuous(range = c(0.03, 0.3))+ ```

Set black background, remove axes and fix aspect ratio

``` theme(panel.background = element_rect(fill='black',colour='black'))+quiet+coord_equal() ```

We used ggave() to export from R and then we imported the pdf into Illustrator to produce the final graphic for print… 