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vizLib pioneers data visualisation of library users - Library & Information Update blog

vizLib pioneers data visualisation of library users

Mapping of library use in Leicestershire – as part of the 5-month vizLib project – could lead to a revolution in library service improvement.

The vizLib project crunched through 2.5m Talis records to turn them into maps that can be morphed and animated. This has opened up new dimensions on user data, that don't emerge from the numbers alone (though the short time-scale, and limited funding, mean that potential impacts on policy are not fully clear).

A public workshop to present the project already has 40 people interested nationally (with some on its waiting list), without any advertising.

The staff member behind this (unique?) project, Robert Radburn, has even won an 'Improvement and Development Award' at a council awards ceremony.

“vizLib has given us an unprecedented understanding of the way in which the people of Leicestershire use our library services,” says Robert.

 “In a time when many public sector offerings are facing cut backs, research such as this is vital in ensuring that policy and funding support what citizens want, and that the standards of our provision remain high.”

I've long been personally keen to find a library system that has done a 'Social Network Analysis' (SNA) of their library users, as I suspected it could throw up valuable insights.

I've not delved into Robert's research, but this certainly seems to be the kind of thing Leicestershire have done. Though Robert tells me that his project users neither SNA software, nor Geographical Information System (GIS) software – in fact they made use of Processing.org's open source software, for visual artists et al. ("Processing is an open source programming language and environment for people who want to program images, animation, and interactions. It is used by students, artists, designers, researchers, and hobbyists for learning, prototyping, and production"). 

(Another aside, I'm also keen to uncover a library service that has undertaken a Psychographic segmentation analysis of its users - as this could perhaps uncover large segments of 'missing' users that are rendered invisible by the usual clunky demographic segmentations. Psychographic segmentation – which looks more deeply, into people's values, motivations and lifestyles – would also makes clear how to most effectively target each segment of users, in library marketing campaigns. CILIP trainer, and marketing expert, Terry Kendrick has found one US library which has used psychographic segmentation - though it's not clear whether they use their analysis in any ongoing or strategic manner).

Dan Jellinek wrote a nice article Leicestershire's project in a recent issue of his excellent e-Government Bulletin.

Here's what Dan wrote:

Leicestershire Pioneers ‘Data Visualisation’ For Service Improvement

A series of pioneering projects using ‘data visualisation’ techniques to show how public services are used and what people feel about them was unveiled this month by Leicestershire County Council.

Leicestershire is working on the projects with City University London’s ‘giCentre’ (http://www.gicentre.org), a geographical information research unit. An initial five-month project, now complete, has been testing visualisation techniques to help policymakers analyse residents’ library usage.

Interactive graphical formats were used to link a database of 450,000 lending records from 54 libraries to user household addresses, helping managers to see how borrower location, library size, transport links and other factors might affect service take-up (see http://bit.ly/6OPMiX ).

Examples of visualisation techniques used include a ‘Tree map’ [SEE BOTTOM GRAPHIC IN THIS POST] built up of blocks, whose size and colour reflect key data points such as geographical location and frequency of library use. A separate ‘flow map’  [SEE TOP GRAPHIC] uses clusters of lines to show how far people are travelling to each library.

The results allow complex data and systems to be analysed in far more effective ways than poring over tables of figures, Robert Radburn, Research Manager at Leicestershire, told E-Government Bulletin. “How do you go about looking through 450,000 records?”

The charts could help library managers spot patterns which could suggest which services are doing well and which are under-performing, Radburn said. “Certain areas have higher or lower than expected use, in some areas people travelling a lot further than once thought. We can ask – why is this library doing better than that?”

The council is already beginning a further service data visualisation project: the creation of a public website to display a range of information about council services and spending alongside customer satisfaction survey data. The new work – also with the giCentre – is supported by £32,000 of funding from the Department for Communities and Local Government (CLG) as part of its ‘Timely information to citizens’ initiative, and will include data from Leicestershire’s ‘Place Survey’, a poll of citizens’ views now required to take place in all local government areas in England every two years (http://bit.ly/5c9BiK).

The county hopes to extend visualisation techniques even wider in due course and is investigating possibilities for funding for projects in other service areas as well, Radburn said.

NOTE: Leicestershire is holding a workshop on its libraries data visualisation project on 3 March at Loughborough University. For more information email: robert.radburn@leics.gov.uk
NOTE: Article originally published in E-Government Bulletin issue 302.


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Matthew Mezey
(News Editor, Library and Information Update magazine)

Comments

# Richard Hawkins said:

Data visualisation?

Go here: www.informationisbeautiful.net if you haven’t already, I love this guys stuff!

29 January 2010 16:36
# Matthew Mezey said:

Hi Richard,

Yes, David McCandless' information graphics are great - we've used at least one in Update magazine recently, and they keep cropping up at conferences I'm at.

Funnily enough, I know David  - the guy behind the Information is Beautiful webisite, and accompanying book.

It was David who introduced to me to the 'Getting Things Done' (GTD) personal productivity system that lots of cool geeks use... and me.

Actually, I find it rather onerous and I'm only loosely using it right now! ;-)

I plan to get back on the GTD wagon soon though....

I talked about GTD briefly at that CILIP staff brown bag lunch (Learning lunch), if you remember - when people were talking about books that had somehow inspired them to change.

I certainly like the idea of emptying my mind of all the promises and open loops - and putting them instead into a trusted and effective system, that really works.

Then I can have a 'Mind Like Water', or whatever the GTD founder, David Allen, calls it.

Relaxed productivity! ;-)

I noticed that social media guru Euan Semple once bought a t-shirt with the GTD slogan 'Empty Your Mind' on it :-)

(I think it was that one, anyway).

Are any LIS pros using GTD...?

Matthew

29 January 2010 16:53
# Gareth Osler said:

Bought the GTD book (am still signed up to the newsletter, some great philosophy), tried some opensource software, BUT it's just too damned complicated!  I might try it again if I ever bought a smart 'phone and there was s/w for it.  What I could do with is some decent note taking software (with more than basic handling of tagging as well).  Something that cropped up recently and that I wouldn't mind giving a go is concept mapping software:

cmap.ihmc.us/conceptmap.html

http://cmap.ihmc.us/download/

I have an urge to try it out on the 'reader-centred' approach (AKA Reader Development movement), would be interesting to see a concept map of public libraries maybe as well!

01 February 2010 10:30
# Matthew Mezey said:

re GETTING THINGS DONE (GTD)...

Hi Gareth,

I agree that trying to digest the 'Getting Things Done' book - and philosophy/practice) isn't the easiest thing ever. (Or was it the software that was complex, rather than the book?).

Actually, another of David Allen's books - 'Ready for Anything' - has a 'Remind Yourself of the Fundamentals' chapter in it.

And it's only about 8 pages long!  ;-)

I've seen handouts etc from David's training courses too - they're fairly brief and to the point. There's a nice colourful new graphic of his system that is pretty common the web now.

I must admit that I'm a bit low-tech - and don't have a laptop or iPhone running any helpful little GTD programs.

I've heard some folks saying how great the Evernote app is on the iPhone - but not sure how helpful that would be for following the GTD system).

(I'm still wanting a Mac netbook to appear on the horizon - but the iPad doesn't seem to be it. I guess I need to resign myself to the fact that they will never produce one, and get a PC one instead. The bottom of the range MacBook is still about £700 and somewhat heavier than a netbook).

Concept-mapping software sounds like fun :-)

How different would it be from the various mind-mapping tools that are out there, I wonder? (Some of which seem able to organise almost your entire organisational life!).

Do have  a go at creating a concept map of public libraries - I'm sure we could put it on the blog, in the magazine, or somewhere - to see what people make of it. (Or maybe you have your own blog).

Not quite sure what people actually use a concept map for, though...?!

To clarify your underlying model? To spot gaps and contradictions? So everyone is singing from the same hymnsheet...?

Matthew Mezey

(News Editor, Library and Information Update magazine)

twitter.com/MatthewMezey

01 February 2010 11:13
# Gareth Osler said:

Very quickly as I'm out to work in a minute.

I can remember reading a John Adair book years ago, and reading that managers must clarify their "concept of the business they are in" (possibly his decision making book, this was back in the 80's).

In terms of the reader-centred approach, it would be mainly as a research tool, a lot of the principles and concepts of this field are to be found in examples of good practice, I think these need abstracting out so that they can be applied to new technologies (my interest)  and applied creatively by managers.

Anyway, quoting from the website:

"[Cmap] empowers users to construct, navigate, share and criticize knowledge models represented as concept maps. It allows users to, among many other features, construct their Cmaps in their personal computer, share them on servers (CmapServers) anywhere on the Internet, link their Cmaps to other Cmaps on servers, automatically create web pages of their concept maps on servers, edit their maps synchronously (at the same time) with other users on the Internet, and search the web for information relevant to a concept map"

01 February 2010 11:56
# Matthew Mezey said:

Hi Gareth,

Social media guru Euan Semple just sent round his newsletter - and its focus this time is... productivity!

Here's a nice little video of how he uses Google Reader, Twitter and Daylight (which I'd not heard of) as regular productivity tools:  http://bit.ly/9r9rqr

He says that the book 'Getting Things Done' "made more difference than any other."

He recommends these blogs too:

Dumb Little Man - Tips For Life

Escape from Cubicle Nation

The Rat Race Trap

Marc and Angel Hack Life

43 Folders

And also the books:

The Power Of Less - Leo Babauta. A wonderful little book from the writer of the Zen Habits blog on how to keep things simple.

Work The System - Sam Carpenter. Extols the virtues of systematising the things you do to make them more efficient and less stressful.

You can sign up for his newsletter here:

euansemple.com/mailing-list

Matthew Mezey

(News Editor, Library and Information Update magazine)

twitter.com/MatthewMezey

02 February 2010 11:00
# Gareth Osler said:

I'm not too sure about a TODO list manager (although Daylight looks quite sophisticated).  One reason why I liked GTD was its (if I remember this correctly) 'future projects' screens, not sure you get this with a TODO list.

I use Twitter, but I would really like a feature whereby people would tag their posts personal or business, I'm only interested in the business essentially, it would be a most useful filter.  I could cover more tweeters with it.

An RSS feed reader of course goes without saying.  Google has recently added a feature whereby you can use Google Reader (which I use) to monitor a page for changes for where a RSS feed is not available: philbradley.typepad.com/.../official-google-reader-blog-follow-changes-to-any-website.html

02 February 2010 23:43
# Matthew Mezey said:

Library usage data visualisation - some links for you to follow up, if you want to learn more:

http://www.tinyurl.com/vizlib  

www.gicentre.org/.../radburn-gisruk09-revised.pdf

www.uptap.net/.../Rober%20Radford%20presentation.pdf

http://gicentre.org/clg/

Matthew Mezey

(News Editor, Library and Information Update magazine)

05 February 2010 14:29
# Tim Coates said:

Can you use this analysis to show how useful the public library service is being in each postcode?  If you superimpose a map of population and postcodes or ward boundaries will it show those where the library is more used, or less used?   Can you use it to identify, then, where there is a problem of lack of appropriate service, stock or outreach?  Has anyone done that?

07 February 2010 19:07
# Matthew Mezey said:

Hi Tim,

It's probably best to contact Robert in Leicestershire about this directly: robert.radburn@leics.gov.uk (Though check through some of those links to presentations and papers first).

Even better, go along to his upcoming national workshop...?

It seems there's been a lot of interest, which seems like a good sign.

He'll be writing up the event for Library + Information Update magazine, for those who can't make it along.

Matthew Mezey

(News Editor, Library and Information Update)

08 February 2010 10:46
# Elspeth Hyams said:

Without doing a literature search (so I don't know the answer immediately.  Does anyone else? ) this  is a welcome enquiry.  The topic suggests the sort of project that the Library & Information Research Coalition (http://lisresearch.org/) will be looking out for.

The sort of data mash-up implied by Tim's question is an example of the way that geographic information specialists and social scientists are combining datasets.  A particularly good recent example was showcased at the recent (December 2009) conference of the Digital Curation Centre.  See Mark Birkin of the University of Leeds National e-Infrastructure for Social Simulation (NeISS)'s presentation.

www.dcc.ac.uk/.../programme

Elspeth Hyams, Editor, Update

08 February 2010 14:12
# Tim Coates said:

Thank you, Elspeth.  This work would not only help to manage the outreach services effectively, but also show to councils and councillors how the library service was being used and how useful it was in the community.  It was exactly this kind of analysis Sue Charteris was asking Wirral council to demonstrate they had used when planning to resite the library services-- and of course they couldn't .  If you propose to close a library you will be able to see which communities would be affected. If you resite it you can see what assumptions are being made about use after the move, and the reasonableness of those assumptions can be discusssed.  This is an important tool.

08 February 2010 20:31
# Gareth Osler said:

You know I would love to do some postcode analysis of library data but I am only a humble library assistant and I don't want to make a pain in the butt of myself more than I already have done (and believe me I have!).  So the status quo for me I'm afraid :|

09 February 2010 20:51