Archive for the ‘Open Data’ Category

LMI for All – coming soon

May 12th, 2013 by Graham Attwell

A quick and overdue update on the Labour Market Information for All project, which we are developing together with Raycom, the University of Warwick and Rewired State and  is sponsored by the UK Commission for Employment and Skills (UKCES).

LMI for All will provide an online data portal bringing together existing sources of labour market information (LMI) that can inform people’s decisions about their careers.  The database will contain robust LMI from national surveys and data sources providing a common and consistent baseline to use alongside less formal sources of intelligence. Due for release at the end of May 2013, access to the database will be through an open API. the results of queries can then be embedded by developers in their own web sites of apps. We will also provide a code library to assist developers.

The project builds on the commitment by the UK government to open data. despite this, it is not simple. As the Open Data White Paper (HM Government, 2012)highlights,  data gathered by the public sector is not always readily accessible. Quality of the data, intermittent publication and a lack of common standards are also barriers. A commitment is given to change the culture of organisations, to bring about change: ‘This must change and one of the barriers to change is cultural’ (p. 18).

We have talked to a considerable number of data providers including government bodies. It is striking that all have been cooperative and wishing to help us in providing access to data. However, the devil is in the detail.

Much of the data publicly collected, is done so on the condition that is is non disclosive e.e. that it is impossible to find out who submitted that data. And of course the lower the level of aggregation, the easier it is to identify where the data is coming from. And the more the data is linked, the more risk there s of disclosure.

We have developed ways of getting round this using both statistical methods (e.g. estimation) and technical approaches (data aggregation). But it remains a lot of work preparing the data for uploading to our database. And I guess that level of work will discourage others from utilising the potential of open data. It may explain why, transport excluded, their remain limited applications built on the open data movement in the UK.

It may suggest that the model we are working on, of a publicly funded project providing access to data, and then providing tools to build applications on top of that data, could provide a model for providing access to public data.

In the meantime if you are interested in using our API and developing your own applications for careers guidance and support, please get in touch.

 

Anonymising open data

December 6th, 2012 by Graham Attwell

Here is the next in our occasional series about open and linked data. I wrote in a previous post that we are worki8ngt on developing an application for visualising Labour market Information for use in careers guidance.

One of the major issues we face is the anonymity of the data. fairly obviously, the mo0re sources of data are linked, the more possible it may become to identify people through the data. The UK information Commissioner’s Office has recently published a code of practice on “Anonymisation: managing data protection risk” and set up an Anonymisation Network. In the foreword to the code of practice they say:

The UK is putting more and more data into the public domain.

The government’s open data agenda allows us to find out more than ever about the performance of public bodies. We can piece together a picture that gives us a far better understanding of how our society operates and how things could be improved. However, there is also a risk that we will be able to piece together a picture of individuals’ private lives too. With ever increasing amounts of personal information in the public domain, it is important that organisations have a structured and methodical approach to assessing the risks.

The key points about the code are listed as:

  • Data protection law does not apply to data rendered anonymous in such a way that the data subject is no longer identifiable. Fewer legal restrictions apply to anonymised data.
  • The anonymisation of personal data is possible and can help service society’s information needs in a privacy-friendly way.
  • The code will help all organisations that need to anonymise personal data, for whatever purpose.
  • The code will help you to identify the issues you need to consider to ensure the anonymisation of personal data is effective.
  • The code focuses on the legal tests required in the Data Protection Act
Particularly useful are the Appendices which presents a list of key anonymisation techniques, examples and case studies and a discussion of the advantages and disadvantages of each. These include:
  • Partial data removal
  • Data quarantining
  • Pseudonymisation
  • Aggregation
  • Derived data items and banding
The report is well worth reading for anyone interested in open and linked data – even if you are not from the UK. Note for some reason files are downloading with an ashx suffix. But if you just change this locally to pdf they will  open fine.

Open data and Careers Choices

November 21st, 2012 by Graham Attwell

A number of readers have asked me about our ongoing work on using data for careers guidance. I am happy to say that after our initial ‘proof of process’ or prototype project undertaken for the UK Commission for Employment and Skills (UKCES), we have been awarded a new contract as part of a consortium to develop a database and open APi. The project is called LMI4All and we will work with colleagues from the University of Warwick and Raycom.

The database will draw on various sources of labour market data including the Office of National Statistics (ONS) Labour Force Survey (LFS) and the Annual survey of Hours and Earnings (ASHE). Although we will be developing some sample clients and will be organising a hackday and a modding day with external developers, it is hoped that the availability of an open API will encourage other organisations and developers to design and develop their own apps.

Despite the support for open data at a policy level in the UK and the launch of a series of measures to support the development of an open data community, projects such as this face a number of barriers. In the coming weeks, I will write a short series of articles looking at some of these issues.

In the meantime, here is an extract from the UKCES Briefing Paper about the project. You can download the full press release (PDF) at the bottom of this post. And if you would like to be informed about progress with the project, or better still are interested in being involved as a tester or early adapter, please get in touch.

What is LMI for All?

LMI for All is a data tool that the UK Commission for Employment and Skills is developing to bring together existing sources of labour market information (LMI) that can inform people’s decisions about their careers.

The outcome won’t be a new website for individuals to access but a tool that seeks to make the data freely available and to encourage open use by applications and websites which can bring the data to life for varying audiences.

At heart this is an open data project, which will support the wider government agenda to encourage use and re-use of government data sets.

What will the benefits be?

The data tool will put people in touch with some of the most robust LMI from our national surveys/sources therefore providing a common and consistent baseline for people to use alongside wider intelligence.

The data tool will have an access layer which will include guidance for developers about what the different data sources mean and how they can be used without compromising quality or confidentiality. This will help ensure that data is used appropriately and encourage the use of data in a form that suits a non-technical audience.

What LMI sources will be included?

The data tool will include LMI that can answer the questions people commonly ask when thinking about their careers, including ‘what do people get paid?’ and ‘what type of person does that job?’. It will include data about characteristics of people who work in different occupations, what qualifications they have, how much they get paid, and allow people to make comparisons across different jobs.

The first release of the data tool will include information from the Labour Force Survey and the Annual Survey of Hours and Earnings. We will be consulting with other organisations that own data during the project to extend the range of LMI available through the data tool.

LMI for All Briefing Paper

What is happening with open data?

October 10th, 2012 by Graham Attwell

One of the better actions undertaken in the later days of the last UK Labour government was to embrace the open data movement. Following a campaign lead by Nigel Shadbolt and Tim Berners Lee and backed by the Guardian newspaper under the slogan (if I remember right) of  ’Free our Data’, the governement agreed in pronciple that much of governement funded data should be placed in teh public domain and be freely reusable. The campain was sparked by plans to chanrge large fees for  access to mapping data produced by the publicly owned and funded Ordnance Survey agency.

A new website – data.gov.uk -  was set up as an access point for data and to allow developers to post links to tools and apps.

When Labour lost power to the new right wing Conservative- Liberal Democrat Coalition, many feared for the future of the initiative. Yet somewhat surprisingly the new Government embraced the Open Data movement, putting pressure on local governmental bodies to allow free access to their data. Partly this may have been due to a libertarian approach to more open government. However more important may have been research suggesting that there could be a major new market for private enterprises producing apps based on open data.

However such a vision seems to have been misplaced. A cursory examination of the apps page on the data.gov.uk web site suggests a steady stream of new apps. However many of these are of a relatively limited appeal or have mainly a research use. I selected an app at random from the app site and came up with ‘Accident Blackspots in England’ which provides a series of embeddable maps plotting accident rates per thousand registered vehicles in England using 2010 data from The Department of Transport.  I am sure this will be of use to planning specialists but is hardly the kind of thing people are going to pay for on an app store. There are also quite a few apps providing access to the league tables of pubic sector performance so beloved  previous labour gvernement – e.g school league tables. Once more probably not the most marketable of products.

The one category in which there has been some modest take off is in transport apps. However even here these are very much focused on the heavily poulated urban cities with little of use for more rural areas.

So what has gone wrong – if indeed anything has? Whilst it is very welcome that such data is being openly released and this is a boon for research, the truth is that only a very limited subset of data is going to be of general interest. And even within this subset, the differences in the way data is formatted and presented and the uncertainty of in what form future such data will be released, means that working with such open data is not simple – especially if developers wish to link different data sets. I doubt that a major market will emerge based on open public data. I believe that open data will fuel research and public service development. However apps providing access to services will continue to require public support, if only to clean and standardise data and provide a more advanced data service to app developers, rather than just access to raw data.

 

Using Google interactive charts and WordPress to visualise data

August 25th, 2012 by Graham Attwell

This is a rare techy post (and those of you who know me will also know that my techy competence is not so great so apologies for any mistakes).

Along with a university partner, Pontydysgu bid for a small contract to develop a system to allow the visualisation of labour market data. The contractors had envisaged a system which would update automatically from UK ONS quarterly labour market data: a desire clearly impossible within the scope of the funding.

So the challenge was to design something which would make it easy for them to manually update the data with visualisations being automatically updated from the amended data. Neither the contractors or indeed the people we were working with in the university had any great experience of using visualisation or web software.

The simplest applications seemed to me to be the best for this. Google spreadsheets are easy to construct and the interactive version of the chart tools will automatically update when embedded into a WordPress bog.

Our colleagues at the university developed a comprehensive spreadsheet and added some 23 or so charts.  So far so good. Now was the time to develop the website. I made a couple of test pages and everything looked good. I showed the university researchers how to edit in WordPress and how to add embedded interactive charts. And that is where the problems started. They emailed us saying that not only were their charts not showing but the ones i had added had disappeared!

The problem soon became apparent. WordPress, as a security feature, strips what it sees as dangerous JavaScript code. We had thought we could get round this by using a plug in called Raw.  However in a WordPress multi-site, this plug in will only allow SuperAdmins to post unfiltered html. This security seems to me over the top. I can see why wordpress.com will prevent unfiltered html. And I can see why in hosted versions unfiltered html might be turned off as a default. But surely, on a hosted version, it should be possible for Superadmins to have some kind of control over what kind of content different levels of users are allowed to post. The site we are developing is closed to non members so we are unlikely to have a security risk and the only Javascript we are posting comes from Google who might be thought to be trusted.

WordPress is using shortcodes for embeds. But there are no shortcodes for Google Charts embed. There is shortcode for using the Google Charts API but that would invalidate our aim of making the system easy to update. And of course, we could instead post an image file of the chart, but once more that would not be dynamically updated.

In the end my colleague Dirk hacked the WordPress code to allow editors to post unfiltered html but this is not an elegant answer!

We also added the Google code to Custom Fields allowing a better way to add the embeds.

Even then we hot another strange and time wasting obstacle. Despite the code being exactly the same, code copied and posted by our university colleagues was not being displayed. The only difference in the code is that when we posted it it had a lot of spaces, whist theirs appeared to be justified. It seems the problem is a Copy/ Paste bug in Microsoft Explorer 9, which is the default bowser in the university, which invalidates some of the javascript code. The work around for this was for them to install Firefox.

So (fingers crossed) it all works. But it was a struggle. I would be very grateful for any feedback – either on a better way of doing what we are trying to achieve – or on the various problems with WordPress and Google embed codes. Remember, we are looking for something cheap and easy!

 

Youth Unemployment in Europe

May 28th, 2012 by Graham Attwell

One of the results of the recession in Europe has been spiralling youth unemployment. VETNET, the vocational education and training network of the European Research Association, is planning a debate around youth unemployment at its annual conference in Seville in September.

As a contribution to that debate, I will be looking at some of the data about youth unemployment.

The main comparative data available is the European Labour Force Survey. and fortunately Google provide access to this data through its excellent Public Data Explorer site. This interactive charts shows the changes in youth unemployment in the different European Member States since 1983.

 

Open and Linked Data and Mediation

April 13th, 2012 by Graham Attwell

There has been an explosion of interest in Open Data and the potential for linking data to produce new social apps. Yet despite all this attentions, and the growing access to data in some countries such as the UK, the development of new apps has been less than impressive.

Rather than full apps, probably the main use has been the development of interactive visualizations allowing users to explore different data sets and quick visualisations of different data sets. The Guardian newspaper data blog has led the way in the UK and in particular has shown the value of open journalism such as in this discussion on how they got the colours of the maps right.

But the development of more advanced apps has been slower. Probably the biggest take off has been around transport allowing real time timetable tracking etc. But even here the problem of the social purpose and use of data apps is an issue. take this compelling app from the German newspaper Suddeutsche . Its hows graphic representations of train journeys in Germany, providing information on each train’s itinerary and the details of any delay. There is also an interactive timeline, allowing you to watch previous days’ travel play out. Its fun. But I can’t really see that it is much use! Or take this app – available in various forms – using crowd sourced data to find the nearest post box in the UK. Do we really need it? Why not just ask somebody / anybody?

In education there are a number of apps for finding schools etc. But there is little use of open and linked data for learning.

We have been working with a number of organisations to produce open and linked data apps for use in careers guidance. There are now three iterations of what we variously call a TEBO (Technologically Enhanced Boundary Object) or Careers dashboard.

The first was a quick demonstrator which we built to see how it might work. The second works through an API to the Careers Wales beta web site. And the third – more technically advanced – iteration is a database and API developed for UKCES which is not publicly available at present.

One of issues being raised in this work is mediation. In general government / agencies seem to regard data as just standing on its own. Within the TEBO concept we always stressed the need for social mediation and had ideas for a number of ways in which this might happen using social software e.g Question and Answer applications.

In fact mediation takes place at a series of levels – including the selection of data originally collected, and the way data is selected for use and display within an application. Different people will need different apps for interrogating the same data. For instance our Careers Dashboard may have potential interest and use for:

  • Young people thinking about career choices;
  •  Young people applying to further or higher education, seeking an apprenticeship or employment;
  • Adults who are newly unemployed;
  •  Long term unemployed adults;
  •  Adults considering re-entering education and training (e.g. women returners);
  • Adults thinking about a change in career direction (e.g. mid-career changers);
  • Parents and carers supporting young people wishing to enter further education, vocational training or employment
  • Career professionals – careers teachers, careers advisers and subject teachers; and
  • Various others (e.g. educational planners and policymakers, professionals preparing funding applications, researchers).

However, mediation seems to be commonly understood as intervention and then posed as a dichotomy between non intervention or intervention or to put it another way – let end users access to data or only let professionals access to data. This seems to me a misunderstanding of both the potentials and limitations of the data but of the potentially rich ways in which mediation happens and the ways in which technologically can be used in such processes.

It would be interesting to look at mediation within physical communities and through extended web and social media based communities. It would also be interesting to link mediation to the potential quality of careers interventions (i.e. after mediation takes place.)

More to follow…..

 

 

 

 

What we’ve been doing

April 10th, 2012 by Graham Attwell

the last three months have been pretty hectic. So much that I have been somewhat lackadaisical in posting on this blog. Partly it has been due to the sheer volume of work and also traveling so much. For some reason I always find it difficult to blog when I am on the road. Another reason is that a lot of the work has been developmental and has naturally generated a series of notes and emails but little writing. Its time to make amends.

In this post I will give a short run down on what we have been up to. Over the next couple of weeks I will post in a bit more detail about the different projects and ideas. All the work shares a series of ideas in common:

  • The work is based on the ideas of open education and open data
  • The projects seek to enable practitioners to develop their own learning materials
  • Most of the project incorporate various elements of social software but more importantly seek to utilise social software functionality to develop a shared social dimension to learning and knowledge sharing
  • Most of the work supports both face to face and online learning. However we have been looking hard at how learning and knowledge development is socially mediated in different contexts.

Open Data

Over the last year we have been working with a series of ideas and applications for using open data for careers guidance. Supported by the Mature-IP project, by Careers Wales and Connexions Northumberland and more lately UKCES, we have been looking at how to use open data around Labour Market Information for careers advice and guidance. Needless to say, it has not proved as easy as we thought, raising a whole series of issues around target users, mediation,  and data sources, data reliability and data interpretation, amongst others.

We have encountered a series of technical issues but these can be overcome. More important is understanding the social uses of open data for learning and decision making which is much harder!

Webquests 2.o

The original idea of  Webquests was based around a series of questions designed to encourage learners to search for new meaning and deeper understanding using web based tools and resources. Although Webquests have been used for some time in schools and colleges, we have been working to adopt an updated Webquest 2.0 approach to the needs of learners in Small and Medium Enterprises. These inquiry–oriented activities take place in a Web 2.0–enhanced, social and interactive open learning environment (face to face and/or on–line) that combine at the same time collaborative learning with self–paced learning.

Once more, this work has posed a series of challenges. While we have been pretty successful in using webquests 2.0 with SMEs, it has proved harder to enable practitioners to develop their own online learning materials.

Work based learning

We have been continuing to explore how to use technology to support work based learning and in particular how to use mobile technologies to extend learning to different contexts in Small and Medium Enterprises. We are especially interested in focusing on work practices and how technology can be used to support informal learning and practice in the workplace, rather than the acquisition of more formal knowledge. In order to finance this work we have developed a number of funding applications entailing both background research and (more enjoyably) visits to different companies.

We are fairly confident that we will get support to take this work forward in the near future.

Social media and social empowerment

We have been looking at how to use social media and in particular internet radio, not for promoting social inclusion, but for giving a voice and opportunity for expression to those excluded form access to traditional education and media. Once more, we are confident that we will be able to launch a new initiative around this in the next couple of months.

We will be publishing more about this work over the next couple of weeks. If you are interested in any of these ideas or projects please get in touch.

LMI for All

March 23rd, 2012 by Graham Attwell

Over the last year we have been working on a series of ideas for using open data in careers guidance. We call these applications under the generic name of Technology Enhanced Boundary Objects.

In the last six weeks we have been working with the Institute for Employment Research, University of Warwick and Cambridge Econometrics on a project for the UK Commission for Employment and Skills on a database, code named ‘LMI for All’.

The Stakeholder Briefing explains:

LMI matters: accessible and intelligible labour market information (LMI) is vital for the effective functioning of the UK labour market. Young people entering the labour market for the first time, and people of all ages re-entering it or seeking to move between jobs, need up-to-date information on the opportunities available. But too often this information is located in a number of places and highly technical, reducing its value to non-experts.

The government has emphasised the importance of careers information to its plans for growth. The National Careers Service’s new web portal, which will launch in April 2012, will provide up–to-date information on occupations, progression routes, wages and employment trends. But over the longer term more can be done to provide nuanced information, more closely connected to the original data sources.

One way in which this could be achieved, which this project will explore, is through the creation of a comprehensive database that pools information from key LMI sources into one place. This database would be accessible to web developers who could develop targeted interfaces: connecting the right information to the right audiences…….

The database will be developed in line with the UK Government’s open data principles3 and will be accessible to web developers from the private or non-profit sectors to use to develop targeted interfaces that provide the information that their target audience requires, in the way that best meets their needs. This will ensure that the data can be used flexibly and creatively to meet real demand for LMI.

The prototype database draws on a number of different data sources including the quarterly Labour Force Survey, O*NET data and Job Centre vacancies. We have developed an API to provide access to the data and last Tuesday UKCES organised a hack-day where, in a one day workshop, developers from Rewired State took part in a competition to develop applications based on the database.  The Rewired State blog provides screen shots and brief details of the different apps developed.

The results of the project will be fed through to the English government with recommendations as to how this work might be further developed.

Free information

December 11th, 2011 by Graham Attwell

FSCONS: YaCy Demo from Michael Christen on Vimeo.

OK….this is a techy video. But it is important. In an age when large software companies are increasingly controlling the internet, YaCy has been developed as a free search engine that anyone can use to build a search portal for their intranet or to help search the public internet. YaCy developers say:  “When contributing to the world-wide peer network, the scale of YaCy is limited only by the number of users in the world and can index billions of web pages. It is fully decentralized, all users of the search engine network are equal, the network does not store user search requests and it is not possible for anyone to censor the content of the shared index. We want to achieve freedom of information through a free, distributed web search which is powered by the world’s users.”

  • Search Pontydysgu.org

    News Bites

    MOOCs and beyond

    A special issue of the online journal eLearning Papers has been released entitled MOOCs and beyond. Editors Yishay Mor and Tapio Koshkinen say the issue brings together in-depth research and examples from the field to generate debate within this emerging research area.

    They continue: “Many of us seem to believe that MOOCs are finally delivering some of the technology-enabled change in education that we have been waiting nearly two decades for.

    This issue aims to shed light on the way MOOCs affect education institutions and learners. Which teaching and learning strategies can be used to improve the MOOC learning experience? How do MOOCs fit into today’s pedagogical landscape; and could they provide a viable model for developing countries?

    We must also look closely at their potential impact on education structures. With the expansion of xMOOC platforms connected to different university networks—like Coursera, Udacity, edX, or the newly launched European Futurelearn—a central question is: what is their role in the education system and especially in higher education?”


    The cost of austerity and privatisation

    There is growing concern over the consequences of the English (Scotland, Wales and Northern Ireland have different policies) government’s cutbacks and privatisation of  careers guidance for young people. The International Centre for Guidance Studies reports on a discussion paper called ‘Cost to the Economy of Government Policy on Career Guidance: A Business Case for Funding and Strengthening Career Guidance in Schools‘ from Lizzie Taylor who is an Careers England Affiliate Member. “The report claims that the economic consequence of current government policy on career education is an escalating annual cost to young people in reduced and lost earnings, reaching £676m p.a. in 2018 before dropping back slightly to £665 m p.a.2022. The total cost in reduced and lost earnings to young people in the period 2013 to 2022 is estimated as £3.2bn.”


    Open Education 2030

    The Institute for Prospective Technological Studies (IPTS) –part of the Joint Research Center of the European commission –  is calling upon experts and practitioners to come up with visionary papers and imaginative scenarios on how Open Education in 2030 in Europe might look with a major focus on Open Educational Resources and Practices, in different education sectors.

    The foresight scenarios submitted can be normative or descriptive, idealistic or provocative, critical or imaginary, reflective or polemic, imaginative or concrete, comprehensive or selective, general or specific. They should be both inspiring and scientifically sound.

    Submissions are free to choose any angle, subject, approach, but they say the future vision and/or scenario should address the key question of how Open Education in 2030 in Europe might look, and include the role of OER.

    More details from the EU Europa website.


    PLE Conference Update

    I wasn’t overoptimistic about the Personal Learning Environments Conference this year. Discussions about PLEs have been subsumed in the hype over MOOCs. And most conferences are struggling with the ongoing recession. But I am delighted that we have received 59 submissions including a number of great proposals for interactive workshops.

    The PLE Conference takes place on 10 and 12 July in Berlin.


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