After my last post on the ONS data structure this post is the first of a few on using that structure and some other public data, mostly UK government data, and mapping it using R. This first post is about getting shapefiles from various locations, loading them into R and plotting them.
I have been looking through the ONS geographic data on their Geo Portal and there are acronyms and variables everywhere so I thought it best to understand what they all mean. Whenever I refer to the output areas and super output areas I’m referring to the ones as at the 2011 census in England and Wales.
Sometimes I have a spreadsheet containing lots of spreadsheets of similar formats all using the same colour scheme. And if after a while I decide I don’t like the colours any more then it can be quite annoying to change all of the colours. So I decided to write this short little macro to change the colours.
"You know they'll never really die while the Trunk is alive[...]
It lives while the code is shifted,
and they live with it, always Going Home."
- Moist von Lipwig, Going Postal, Chapter 13
It is a year and a day since Sir Terry Pratchett died, author of the Discworld series amongst other things, died. But it is nice to see that a year on that he still lives on, not just through his books but through the Clacks Overhead. This was a little movement by web developers to keep his memory alive.
Time is of the essence with this post so please excuse the strange mix of notations later on. One of my friends sent me this puzzle from fivethirtyeight.com and here is my solution to how the dog needs to catch the duck.
Lots of peoples first instinct is times faster but this is really just a lower bound, i.e. if the dog travels less than π times faster than the duck then the duck can just read radially to the antipoint of the dogs starting position.
There are a few key assumptions here that we can make from the beginning:
In SAS it is easy to loop a macro between two numbers
%DO I=1 %TO 10; ... %END;
But if you have a list of non-sequential numbers or text you want to run your macro over, e.g. a list of towns, it can be a bit trickier. This SUGI paper gives a macro which lets you do just that. A few years ago I looked at that macro and didn't really understand how it worked and not wanting to use code I didn't understand I wrote my own version.
I’ve been trying to improve my Excel choropleth map spreadsheet from my first post.
The first thing I tried was to try to update it using some maps created on ClearlyandSimply.com. So I’ve created two new versions, one for Europe and one of the World. Both using the maps from ClearlyandSimply.com, with a few small alterations to the code so that on hovering over the map it tells you the country not the abbreviation. I did try to make my own UK maps of Constituency boundaries and Counties but using this technique but no matter how hard I tried I couldn’t get it to work. If you do get it to work, please let me know. Note that in both the Europe and World map the data may not be accurate and is only there for illustrative purposes.
I was setting up some trackers at work the other day using some OLAP cubes in Excel across a number of different variables (about 20) to track monthly sales which I could refresh each month. Once I’d set the sales tracker up I realised that I wanted to look at average price across the same variables so I made a copy of the spreadsheet and went through each of the pivot tables changing them to track average price. When I then wanted to look at sales mix (%sales that month) I thought there must be a better way so decided to write some VBA to do all of this for me.