countculture

Open data and all that

Posts Tagged ‘local government

How to help build the UK’s open planning database: writing scrapers

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This post is by Andrew Speakman, who’s coordinating OpenlyLocal’s planning application work.

As Chris wrote in his last post announcing OpenlyLocal’s progress in building an open database of planning applications, while we can do the importing from the main planning systems, if we’re really going to cover the whole country, we’re going to need the community’s help. I’m going to be coordinating this effort and so I thought it would be useful to explain how we’re going to do this (you can contact me at planning@openlylocal.com).

First, we’re going to use the excellent ScraperWiki as the main platform for writing external scrapers. It supports Python, Ruby and PHP, and has worked well for similar schemes. It also means the scraper is openly available and we can see it in action. We will then use the Scraperwiki API to upload the data regularly into OpenlyLocal.

Second, we’re going to break the job into manageable chunks by focus on target groups of councils, and just to sweeten things – as if building a national open database of planning applications wasn’t enough ;-) – we’re going to offer small bounties (£75) for successful scrapers for these councils.

We have some particular requirements designed to make the system maintainable, and do things the right way, but not many are fixed in stone, so feel free to respond with suggestions if you want to do it in a different way.

For example, the scraper should keep itself current (running on a daily basis), but also behave nicely (not putting an excessive load on Scraperwiki or the target website by trying to get too much data in one go). In addition we propose that the scrapers should operate by updating current applications on a daily basis and also make inroads into the backlog by gathering a batch of previous applications.

We have set up three example scrapers that operate in the way we expect: Brent (Ruby), Nuneaton and Bedworth (Python) and East Sussex (Python). These scrapers perform 4 operations, as follows:

  1. Create new database records for any new applications that have appeared on the site since the last run and store the identifiers (uid and url).
  2. Create new database records of a batch of missing older applications and store the identifiers (uid and url). Currently the scrapers are set up to work backwards from the earliest stored application towards a target date in the past
  3. Update the most current applications by collecting and saving the full application details. At the moment the scrapers update the details of all applications from the past 60 days.
  4. Update the full application details of a batch of older applications where the uid and url has been collected (as above) but the application details are missing. At the moment the scrapers work backwards from the earliest “empty” application towards a target date in the past

The data fields to be gathered for each planning application are defined in this shared Google spreadsheet. Not all the fields will be available on every site, but we want all those that are there.

Note the following:

  • The minimal valid set of fields for an application is: ‘uid’, ‘description’, ‘address’, ‘start_date’ and ‘date_scraped’
  • The ‘uid’ is the database primary key field
  • All dates (except date_scraped) should be stored in ISO8601 format
  • The ‘start_date’ field is set to the earliest of the ‘date_received’ or ‘date_validated’ fields, depending on which is available
  • The ‘date_scraped’ field is a date/time (RFC3339) set to the current time when the full application details are updated. It should be indexed.

So how do you get started? Here’s a list of 10 non-standard authorities that you can choose from. Aberdeen, Aberdeenshire, Ashfield, Bath, Calderdale, Carmarthenshire, Consett, Crawley, Elmbridge, Flintshire. Have a look at the sites and then let me know if you want to reserve one and how long you think it will take to write your scraper.

Happy scraping.

Planning Alerts: first fruits

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PlanningAlerts is coming soon

Well, that took a little longer than planned…

[I won't go into the details, but suffice to say our internal deadline got squeezed between the combination of a fast-growing website, the usual issues of large datasets, and that tricky business of finding and managing coders who can program in Ruby, get data, and be really good at scraping tricky websites.]

But I’m pleased to say we’ve now well on our way to not just resurrecting PlanningAlerts in a sustainable, scalable way but a whole lot more too.

Where we’re heading: a open database of UK planning applications

First, let’s talk about the end goal. From the beginning, while we wanted to get PlanningAlerts working again – the simplicity of being able to put in your postcode and email address and get alerts about nearby planning applications is both useful and compelling – we also knew that if the service was going to be sustainable, and serve the needs of the wider community we’d need to do a whole lot more.

Particularly with the significant changes in the planning laws and regulations that are being brought in over the next few years, it’s important that everybody – individuals, community groups, NGOs, other websites, even councils – have good and open access to not just the planning applications in their area, but in the surrounding areas too.

In short, we wanted to create the UK’s first open database of planning applications, free for reuse by all.

That meant not just finding when there was a planning application, and where (though that’s really useful), but also capturing all the other data too, and also keep that information updated as the planning application went through the various stages (the original PlanningAlerts just scraped the information once, when it was found on the website, and even then pretty much just got the address and the description).

Of course, were local authorities to publish the information as open data, for example through an API, this would be easy. As it is, with a couple of exceptions, it means an awful lot of scraping, and some pretty clever scraping too, not to mention upgrading the servers and making OpenlyLocal more scalable.

Where we’ve got to

Still, we’ve pretty much overcome these issues and now have hundreds of scrapers working, pulling the information into OpenlyLocal from well over a hundred councils, and now have well over half a million planning applications in there.

There are still some things to be sorted out – some of the council websites seem to shut down for a few hours overnight, meaning they appear to be broken when we visit them, others change URLs without redirecting to the new ones, and still others are just, well, flaky. But we’ve now got to a stage where we can start opening up the data we have, for people to play around with, find issues with, and start to use.

For a start, each planning application has its own permanent URL, and the information is also available as JSON or XML:

There’s also a page for each council, showing the latest planning applications, and the information here is available via the API too:

There’s also a GeoRSS feed for each council too allowing you to keep up to date with the latest planning applications for your council. It also means you can easily create maps or widgets for the council, showing the latest applications of the council.

Finally, Andrew Speakman, who’d coincidentally been doing some great stuff in this area, has joined the team as Planning editor, to help coordinate efforts and liaise with the community (more on this below).

What’s next

The next main task is to reinstate the original PlanningAlert functionality. That’s our focus now, and we’re about halfway there (and aiming to get the first alerts going out in the next 2-3 weeks).

We’ve also got several more councils and planning application systems to add, and this should bring the number of councils we’ve got on the system to between 150 and 200. This will be an ongoing process, over the next couple of months. There’ll also be some much-overdue design work on OpenlyLocal so that the increased amount of information on there is presented to the user in a more intuitive way – please feel free to contact us if you’re a UX person/designer and want to help out.

We also need to improve the database backend. We’ve been using MySQL exclusively since the start, but MySQL isn’t great at spatial (i.e. geographic) searches, restricting the sort of functionality we can offer. We expect to sort this in a month or so, probably moving to PostGIS, and after that we can start to add more features, finer grained searches, and start to look at making the whole thing sustainable by offering premium services.

We’ll be working too on liaising with councils who want to offer their applications via an API – as the ever pioneering Lichfield council already does – or a nightly data dump. This not only does the right thing in opening up data for all to use, but also means we don’t have to scrape their websites. Lichfield, for example, uses the Idox system, and the web interface for this (which is what you see when you look at a planning application on Lichfield’s website) spreads the application details over 8 different web pages, but the API makes this available on a single URL, reducing the work the server has to do.

Finally, we’re going to be announcing a bounty scheme for the scraper/developer community to write scrapers for those areas that don’t use one of the standard systems. Andrew will be coordinating this, and will be blogging about this sometime in the next week or so (and you can contact him at planning at openlylocal dot com). We’ll also be tweeting progress at @planningalert.

Thanks for your patience.

PlanningAlerts is dead, long-live PlanningAlerts

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Planning Alerts screengrab

One of the first and best examples of how data could make a difference to ordinary people’s lives was the inspirational PlanningAlerts.com, built by Richard Pope, Mikel Maron, Sam Smith, Duncan Parkes, Tom Hughes and Andy Armstrong.

In doing one simple thing – allowing ordinary people to subscribe to an email alert when there was a planning application near them, regardless of council boundaries – it showed that data mattered, and more than that had the power to improve the interaction between government and the community.

It did so many revolutionary things and fought so many important battles that everyone in the open data world (and not just the UK) owes all those who built it a massive debt of gratitude. Richard Pope and Duncan Parkes in particular put masses of hours writing scrapers, fighting the battle to open postcodes and providing a simple but powerful user experience.

However, over the past year it had become increasingly difficult to keep the site going, with many of the scrapers falling into disrepair (aka scraper rot). Add to that the demands of a day job, and the cost of running a server, and it’s a tribute to both Richard and Duncan that they kept PlanningAlerts going for as long as they did.

So when Richard reached out to OpenlyLocal and asked if we were interested in taking over PlanningAlerts we were both flattered and delighted. Flattered and delighted, but also a little nervous. Could we take this on in a sustainable manner, and do as good a job as they had done?

Well after going through the figures, and looking at how we might architect it, we decided we could – there were parts of the problem that were similar to what we were already doing with OpenlyLocal – but we’d need to make sustainability a core goal right from the get-go. That would mean a business plan, and also a way for the community to help out.

Both of those had been given thought by both us and by Richard, and we’d come to pretty much identical ideas, using a freemium model to generate income, and ScraperWiki to allow the community help with writing scrapers, especially for those councils didn’t use one of the common systems. But we also knew that we’d need to accelerate this process using a bounty model, such as the one that’s been so successful for OpenCorporates.

Now all we needed was the finance to kick-start the whole thing, and we contacted Nesta to see if they were interested in providing seed funding by way of a grant. I’ve been quite critical of Nesta’s processes in the past, but to their credit they didn’t hold this against us, and more than that showed they were capable and eager to working in a fast, lightweight & agile way.

We didn’t quite manage to get the funding or do the transition before Richard’s server rental ran out, but we did save all the existing data, and are now hard at work building PlanningAlerts into OpenlyLocal, and gratifyingly making good progress. The PlanningAlerts.com domain is also in the middle of being transferred, and this should be completed in the next day or so.

We expect to start displaying the original scraped planning applications over the next few weeks, and have already started work on scrapers for the main systems used by councils. We’ll post here, and on the OpenlyLocal and PlanningAlert twitter accounts as we progress.

We’re also liaising with PlanningAlerts Australia, who were originally inspired by PlanningAlerts UK, but have since considerably raised the bar. In particular we’ll be aiming to share a common data structure with them, making it easy to build applications based on planning applications from either source.

And, finally, of course, all the data will be available as open data, using the same Open Database Licence as the rest of OpenlyLocal.

Videoing council meetings redux: progress on two fronts

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Tonight, hyperlocal bloggers (and in fact any ordinary members of the public) got two great boosts in their access to council meetings, and their ability to report on them.

Windsor & Maidenhead this evening passed a motion to allow members of the public to video the council meetings. This follows on from my abortive attempt late last year to video one of W&M’s council meeting – see the full story here, video embedded below – following on from the simple suggestion I’d made a couple of months ago to let citizens video council meetings. I should stress that that attempt had been pre-arranged with a cabinet member, in part to see how it would be received – not well as it turned out. But having pushed those boundaries, and with I dare say a bit of lobbying from the transparency minded members, Windsor & Maidenhead have made the decision to fully open up their council meetings.

Separately, though perhaps not entirely coincidentally, the Department for Communities & Local Government tonight issued a press release which called on councils across the country to fully open up their meetings to the public in general and hyperlocal bloggers in particular.

Councils should open up their public meetings to local news ‘bloggers’ and routinely allow online filming of public discussions as part of increasing their transparency, Local Government Secretary Eric Pickles said today.

To ensure all parts of the modern-day media are able to scrutinise Local Government, Mr Pickles believes councils should also open up public meetings to the ‘citizen journalist’ as well as the mainstream media, especially as important budget decisions are being made.

Local Government Minister Bob Neill has written to all councils urging greater openness and calling on them to adopt a modern day approach so that credible community or ‘hyper-local’ bloggers and online broadcasters get the same routine access to council meetings as the traditional accredited media have.

The letter sent today reminds councils that local authority meetings are already open to the general public, which raises concerns about why in some cases bloggers and press have been barred.

Importantly, the letter also tells councils that giving greater access will not contradict data protection law requirements, which was the reason I was given for W&M prohibiting me filming.

So, hyperlocal bloggers, tweet, photograph and video away. Do it quietly, do it well, and raise merry hell in your blogs and local press if you’re prohibited, and maybe we can start another scoreboard to measure the progress. To those councils who videocast, make sure that the videos are downloadable under the Open Government Licence, and we’ll avoid the ridiculousness of councillors being disciplined for increasing access to the democratic process.

And finally if we can collectively think of a way of tagging the videos on Youtube or Vimeo with the council and meeting details, we could even automatically show them on the relevant meeting page on OpenlyLocal.

Written by countculture

February 22, 2011 at 11:32 pm

Not the way to build a Big Society: part1 NESTA

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I took a very frustrating phone call earlier today from NESTA, an organisation I’ve not had any dealings with it before, and don’t actually have a view about it, or at least didn’t.

It followed from an email I’d received a couple of days earlier, which read:

I am contacting you about a project NESTA  are currently working on in partnership with the Big Society Network called Your Local Budget.

Working with 10 pioneer local authorities, we are looking at how you can use participatory budgeting to develop new ways to give people a say in how mainstream local budgets are spent. Alongside this we will also be developing an online platform that enables members of the public to understand and scrutinise their local authority’s spending, and connect with each other to generate ideas for delivering better value for money in public spending.

We would like to share our thinking and get your thoughts on the online tool to get a sense of what is needed and where we can add value. You are invited to a round table discussion on Friday 19 November, 11am – 12.30pm at NESTA that will be chaired by Philip Colligan, Executive Director of the Public Services Lab. Following the meeting we intend to issue an invitation to tender for the online tool.

Apart from the short notice & terrible timing (it clashes with the Open Government Data Camp, to which you’d hope most of the people involved would be going), the main question I had was this:

Why?

I got the phone call because I couldn’t make the round table, and for some feedback, and this was the feedback I gave: I don’t understand why this is being done. At all.

Putting aside the participatory budgeting part (although this problem seems to be getting dealt with by Redbridge council and YouGov, whose solution is apparently being offered to all councils), there’s the question of the “online platform that enables members of the public to understand and scrutinise their local authority’s spending, and connect with each other to generate ideas for delivering better value for money in public spending.

Excuse me? Most of the data hasn’t been published yet, there are several known organisations and groups (including OpenlyLocal) that have publicly stated they going to to be importing this data and doing things with it – visualising it, and allowing different views and analysis. Additionally, OpenlyLocal is already talking with several newspaper groups to help them re-use the data, and we are constantly evolving how we match and present the data.

Despite this, Nesta seems to have decided that it’s going to spend public money on coming up with a tendered solution to solve a problem that may be solved for zero cost by the private sector. Now I’m no roll-back-the-government red-in-tooth-and-claw free marketeer, but this is crazy, and I said as much to the person from Nesta.

Is the roundtable to decide whether the project should be done, or what should be done? I asked. The latter I was told. So, they’ve got some money and  have decided they’re going to spend it, even though the need may not be there. At a time when welfare payments are being cut, essential services are being slashed, for this sort of thing to happen is frankly outrageous.

There are other concerns here too – I personally think websites such as this are not suitable for a tender process, as that doesn’t encourage or often even allow the sort of agile, feedback-led process that produces the best websites. They also favour those who make their living by tendering.

So, Nesta, here’s a suggestion. Park this idea for 12 months, and in the meantime give the money back to the government. If you want to act as an angel funding then act as such (and the ones I’ve come across don’t do tendering). A reminder, your slogan is ‘making innovation flourish’, but sometimes that means stepping back and seeing what happens. This is not the way to building a Big Society

Written by countculture

November 17, 2010 at 2:27 pm

Open data, fraud… and some worrying advice

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One of the most commonly quoted concerns about publishing public data on the web is the potential for fraud – and certainly the internet has opened up all sorts of new routes to fraud, from Nigerian email scams, to phishing for bank accounts logins, to key-loggers to indentity theft.

Many of these work using two factors – the acceptance of things at face value (if it looks like an email from your bank, it is an email from them), and flawed processes designed to stop fraud but which inconvenience real users while making life easy from criminals.

I mention this because of some pending advice from the Local Government Association to councils regarding the publication of spending data, which strikes me as not just flawed, but highly dangerous and an invitation to fraudsters.

The issue surrounds something that may seem almost trivial, but bear with me – it’s important, and it’s off such trivialities that fraudsters profit.

In the original guidance for councils on publishing spending data we said that councils should publish both their internal supplier IDs and the supplier VAT numbers, as it would greatly aid the matching of supplier names to real-world companies, charities and other organisations, which is crucial in understanding where a local council’s money goes.

When the Local Government Association published its Guidance For Practitioners it removed those recommendations in order to prevent fraud. It has also suggested using the internal supplier ID as a unique key to confirm supplier identity. This betrays a startling lack of understanding, and worse opens up a serious vector to allow criminals to defraud councils of large sums of money.

Let’s take the VAT numbers first. The main issue here appears to be so-called missing trader fraud, whereby VAT is fraudulently claimed back from governments. Now it’s not clear to me that by publishing VAT numbers for supplier names that this fraud is made easier, and you would think the Treasury who recommend publishing the VAT numbers for suppliers in their guidance (PDF) would be alert to this (I’m told they did check with HMRC before issuing their guidance).

However, that’s not the point. If it’s about matching VAT numbers to supplier names there’s already several routes for doing this, with the ability to retrieve tens of thousands of them in the space of an hour or so, including this one:

http://www.google.co.uk/#sclient=psy&hl=en&q=%27vat+number+gb%27+site:com

Click on that link and you’ll get something like this:

Whether you’re a programmer or not, you should be able to see that it’s a trivial matter to go through those thousands of results and extract the company name and VAT number, and bingo, you’ve got that which the LGA is so keen for you not to have. So those who are wanting to match council suppliers don’t get the help a VAT number would give, and fraudsters aren’t disadvantaged at all.

Now, let’s turn to the rather more serious issue of internal Supplier IDs. Let me make it clear here, when matching council or central government suppliers, internal Supplier IDs are useful, make the job easier, and the matching more accurate, and also help with understanding how much in total redacted payees are receiving (you’d be concerned if a redacted person/company received £100,000 over the course of a year, and without some form of supplier ID you won’t know that). However, it’s not some life-or-death battle over principle for me.

The reason the LGA, however, is advising councils not to publish them is much more serious, and dangerous. In short, they are proposing to use the internal Supplier ID as a key to confirm the suppliers identity, and so allow the supplier to change details, including the supplier bank account (the case brought up here to justify this was the recent one of South Lanarkshire, which didn’t involve any information published as open data, just plain old fraudster ingenuity).

Just think about that for a moment, and then imagine that it’s the internal ID number they use for you in connection with paying your housing benefits. If you want to change your details, say you wanted to pay the money into a different bank account, you’d have to quote it – and just how many of us would have somewhere both safe to keep it and easy to find (and what about when you separated from your partner).

Similarly, where and how do we really think suppliers are going to keep this ID (stuck on a post-it note to the accounts receivable’s computer screen?), and what happens when they lose it? How do they identify themselves to find out what it is, and how will a council go about issuing a new one should the old one be compromised – is there any way of doing this except by setting up a new supplier record, with all the problems that brings.

And how easy would it be to do a day or two’s temping in a council’s accounts department and do a dump/printout of all the Supplier IDs, and then pass them onto fraudsters. The possibilities – for criminals – are almost limitless, and the Information Commissioner’s Office should put a stop to this at once if it is not to lose a serious amount of credibility.

But there’s an bigger underlying issue here, and it’s not that organisations such as the LGA don’t get data (although that is a problem), it’s that such bodies think that by introducing processes they can engineer out all risk, and that leads to bad decisions. Tell someone that suppliers changing bank accounts is very rare and should always be treated with suspicion and fraud becomes more difficult; tell someone that they should accept internal supplier IDs as proof of identity and it becomes easy.

Government/big-company bureaucrats not only think like government/big-company bureaucrats, they build processes that assumes everyone else does. The problem is that that both makes more difficult for ordinary citizens (as most encounters with bureaucracy make clear), and also makes it easy for criminals (who by definition don’t follow the rules).

Written by countculture

October 26, 2010 at 11:38 am

Opening up council accounts… and open procurement

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Since OpenlyLocal started pulling in council spending data, it’s niggled at me that it’s only half the story. Yes, as more and more data is published you’re beginning to get a much clearer idea of who’s paid what. And if councils publish it at a sufficient level of detail and consistently categorised, we’ll have a pretty good idea of what it’s spent on too.

However, useful though that is, that’s like taking a peak at a company’s bank statement and thinking it tells the whole story. Many of the payments relate to goods or services delivered some time in the past, some for things that have not yet been delivered, and there are all sorts of things (depreciation, movements between accounts, accruals for invoices not yet received) that won’t appear on there.

That’s what the council’s accounts are for — you know, those impenetrable things locked up in PDFs in some dusty corner of the council’s website, all sufficiently different from each other to make comparison difficult:

For some time, the holy grail for projects like OpenlyLocal and Where Does My Money Go has been to get the accounts in a standardized form to make comparison easy not just for accountants but for regular people too.

The thing is, such a thing does exist, and it’s sent by councils to central Government (the Department for Communities and Local Government to be precise) for them to use in their own figures. It’s a fairly hellishly complex spreadsheet called the Revenue Outturn form that must be filled in by the council (to get an idea have a look at the template here).

They’re not published anywhere by the DCLG, but they contain no state secrets or sensitive information; it’s just that the procedure being followed is the same one as they’ve always followed, and so they are not published, even after the statistics have been calculated from the data (the Statistics Act apparently prohibit publication until the stats have been published).

So I had an idea: wouldn’t it be great if we could pull the data that’s sitting in all these spreadsheets into a database and so allow comparison between councils’ accounts, thus freeing it from those forgotten corners of government computers.

This would seem to be a project that would be just about simple enough to be doable (though it’s trickier than it seems) and could allow ordinary people to understand their council’s spending in all sorts of ways (particularly if we add some of those sexy Where Does My Money Go visualisations). It could also be useful in ways that we can barely imagine  – some of the participatory budget experiments going in on in Redbridge and other councils would be even more useful if the context of similar councils spending was added to the mix.

So how would this be funded. Well, the usual route would be for DCLG or perhaps the one of the Local Government Association bodies such as IDeA to scope out a proposal, involving many hours of meetings, reams of paper, and running up thousands of pounds in costs, even before it’s started.

They’d then put the process out to tender, involving many more thousands in admin, and designed to attract those companies who specialise in tendering for public sector work. Each of those would want to ensure they make a profit, and so would work out how they’re going to do it before quoting, running up their own costs, and inflating the final price.

So here’s part two of my plan, instead going down that route, I’d come up with a proposal that would:

  • be a fraction of that cost
  • be specified on a single sheet of paper
  • paid for only if I delivered

Obviously there’s a clear potential conflict of interest here – I sit on the government’s Local Public Data Panel and am pushing strongly for open data, and also stand to benefit (depending on how good I am at getting the information out of those hundreds of spreadsheets, each with multiple worksheets, and matching the classification systems). The solution to that – I think – is to do the whole thing transparently, hence this blog post.

In a sense, what I’m proposing is that I scope out the project, solving those difficult problems of how to do it, with the bonus of instead of delivering a report, I deliver the project.

Is it a good thing to have all this data imported into a database, and shown not just on a website in a way non-accountants can understand, but also available to be combined with other data in mashups and visualisations? Definitely.

Is it a good deal for the taxpayer, and is this open procurement a useful way of doing things? Well you can read the proposal for yourself here, and I’d be really interested in comments both on the proposal and the novel procurement model.

New feature: one-click FoI requests for spending payments

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Thanks to the incredible work of Francis Irving at WhatDoTheyKnow, we’ve now added a feature I’ve wanted on OpenlyLocal since we started imported the local spending data: one-click Freedom of Information requests on individual spending items, especially those large ones.

This further lowers the barriers to armchair auditors wanting to understand where the money goes, and the request even includes all the usual ‘boilerplate’ to help avoid specious refusals. I’ve started it off with one to Wandsworth, whose poor quality of spending data I discussed last week.

And this is the result, the whole process having taken less than a minute:

The requests are also being tagged. This means that in the near future you’ll be able to see on a transaction page if any requests have already been made about it, and the status of those requests (we’re just waiting for WDTK to implement search by tags), which will be the beginning of a highly interconnected transparency ecosystem.

In the meantime it’s worth checking the transaction hasn’t been requested before confirming your request on the WDTK page (there’s a link to recent requests for the council on the WDTK form you get to after pressing the button).

I’m also trusting the community will use this responsibly, digging out information on the big stuff, rather than firing off multiple requests to the same council for hundreds of individual items (which would in any case probably be deemed vexatious under the terms of the FoI Act). At the moment the feature’s only enabled on transactions over £10,000.

Good places to start would be those multi-million-pound monthly payments which indicate big outsourcing deals, or large redacted payments (Birmingham’s got a few). Have a look at the spending dashboard for your council and see if there are any such payments.

A Local Spending Data wish… granted

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The very wonderful Stuart Harrison (aka pezholio), webmaster at Lichfield District Council, blogged yesterday with some thoughts about the publication of spending data following a local spending data workshop in Birmingham. Sadly I wasn’t able to attend this, but Stuart gives a very comprehensive account, and like all his posts it’s well worth reading.

In it he made an important observation about those at the workshop who were pushing for linked data from the beginning, and wished there was a solution. First the observation:

There did seem to be a bit of resistance to the linked data approach, mainly because agreeing standards seems to be a long, drawn out process, which is counter to the JFDI approach of publishing local data… I also recognise that there are difficulties in both publishing the data and also working with it… As we learned from the local elections project, often local authorities don’t even have people who are competent in HTML, let alone RDF, SPARQL etc.

He’s not wrong there. As someone who’s been publishing linked data for some time, and who conceived and ran the Open Election Data project Stuart refers to, working with numerous councils to help them publish linked data I’m probably as aware of the issues as anyone (ironically and I think significantly none of the councils involved in the local government e-standards body, and now pushing so hard for the linked data, has actually published any linked data themselves).

That’s not to knock linked data – just to be realistic about the issues and hurdles that need to be overcome (see the report for a full breakdown), and that to expect all the councils to solve all these problems at the same time as extracting the data from their systems, removing data relating to non-suppliers (e.g. foster parents), and including information from other systems (e.g. supplier data, which may be on procurement systems), and all by January, is  unrealistic at best, and could undermine the whole process.

So what’s to be done? I think the sensible thing, particularly in these straitened times, is to concentrate on getting the raw data out, and as much of it as possible, and come down hard on those councils who publish it badly (e.g. by locking it up in PDFs or giving it a closed licence), or who willfully ignore the guidance (it’s worrying how few councils publishing data at the moment don’t even include the transaction ID or date of the transaction, never mind supplier details).

Beyond that we should take the approach the web has always done, and which is the reason for its success: a decentralised, messy variety of implementations and solutions that allows a rich eco-system to develop, with government helping solve bottlenecks and structural problems rather than trying to impose highly centralised solutions that are already being solved elsewhere.

Yes, I’d love it if the councils were able to publish the data fully marked up, in a variety of forms (not just linked data, but also XML and JSON), but the ugly truth is that not a single council has so far even published their list of categories, never mind matched it up to a recognised standard (CIPFA BVACOP, COFOG or that used in their submissions to the CLG), still less done anything like linked data. So there’s a long way to go, and in the meantime we’re going to need some tools and cheap commodity services to bridge the gap.

[In a perfect world, maybe councils would develop some open-source tools to help them publish the data, perhaps using something like Adrian Short's Armchair Auditor code as the basis (this is a project that took a single council, WIndsor & Maidenhead, and added a web interface to the figures). However, when many councils don't even have competent HTML skills (having outsourced much of it), this is only going to happen at a handful of councils at best, unless considerable investment is made.]

Stuart had been thinking along similar lines, and made a suggestion, almost a wish in fact:

I think the way forward is a centralised approach, with authorities publishing CSVs in a standard format on their website and some kind of system picking up these CSVs (say, on a monthly basis) and converting this data to a linked data format (as well as publishing in vanilla XML, JSON and CSV format).

He then expanded on the idea, talking about a single URL for each transaction, standard identifiers, “a human-readable summary of the data, together with links to the actual data in RDF, XML, CSV and JSON”. I’m a bit iffy about that ‘centralised approach’ phrase (the web is all about decentralisation), but I do think there’s an opportunity to help both the community and councils by solving some of these problems.

And  that’s exactly what we’ve done at OpenlyLocal, adding the data from all the councils who’ve published their spending data, acting as a central repository, generating the URLs, and connecting the data together to other datasets and identifiers (councils with Snac IDs, companies with Companies House numbers). We’ve even extracted data from those councils who unhelpfully try to lock up their data as PDFs.

There are at time of writing 52,443 financial transactions from 9 councils in the OpenlyLocal database. And that’s not all, there’s also the following features:

  • Each transaction is tied to a supplier record for the council, and increasingly these are linked to company info (including their company number), or other councils (there’s a lot of money being transferred between councils), and users can add information about the supplier if we haven’t matched it up.
  • Every transaction, supplier and company has a permanent unique URL and is available as XML and JSON
  • We’ve sorted out some of the date issues (adding a date fuzziness field for those councils who don’t specify when in the month or quarter a transaction relates to).
  • Transactions are linked to the URL from which the file was downloaded (and usually the line number too, though obviously this is not possible if we’ve had to extract it from a PDF), meaning anyone else can recreate the dataset should they want to.
  • There’s an increasing amount of analysis, showing ordinary users spending by month, biggest suppliers and transactions, for example.
  • The whole spending dataset is available as a single, zipped CSV file to download for anyone else to use.
  • It’s all open data.

There are a couple of features Stuart mentions that we haven’t yet implemented, for good reason.

First, we’re not yet publishing it as linked data, for the simple reason that the vocabulary hasn’t yet been defined, nor even the standards on which it will be based. When this is done, we’ll add this as a representation.

And although we use standard identifiers such as SNAC ids for councils (and wards) on OpenlyLocal, the URL structure Stuart mentions is not yet practical, in part because SNAC ids doesn’t cover all authorities (doesn’t include the GLA, or other public bodies, for example), and only a tiny fraction of councils are publishing their internal transaction ids.

Also we haven’t yet implemented comments on the transactions for the simple reason that distributed comment systems such as Disqus are javascript-based and thus are problematic for those with accessibility issues, and site-specific ones don’t allow the conversation to be carried on elsewhere (we think we might have a solution to this, but it’s at an early stage, and we’d be interested to hear other idea).

But all in all, we reckon we’re pretty much there with Stuart’s wish list, and would hope that councils can get on with extracting the raw data, publishing it in an open, machine-readable format (such as CSV), and then move to linked data as their resources allow.

Written by countculture

August 3, 2010 at 7:45 am

Local Spending in OpenlyLocal: what features would you like to see?

with 2 comments

As I mentioned in a previous post, OpenlyLocal has now started importing council local spending data to make it comparable across councils and linkable to suppliers. We now added some more councils, and some more features, with some interesting results.

As well as the original set of Greater London Authority, Windsor & Maidenhead and Richmond upon Thames, we’ve added data from Uttlesford, King’s Lynn & West Norfolk and Surrey County Council (incidentally, given the size of Uttlesford and of King’s Lynn & West Norfolk, if they publish this data, any council should be able to).

We’ve also added a basic Spending Dashboard, to give an overview of the data we’ve imported so far:

Of course the data provided is of variable quality and in various formats. Some, like King’s Lynn & Norfolk are in simple, clean CSV files. Uttlesford have done it as a spreadsheet with each payment broken down to the relevant service, which is a bit messy to import but adds greater granularity than pretty much any other council.

Others, like Surrey, have taken the data that should be in a CSV file and for no apparent reason have put it in a PDF, which can be converted, but which is a bit of a pain to do, and means maunal intervention to what should be a largely automatic process (challenge for journos/dirt-hunters: is there anything in the data that they’d want to hide, or is it just pig-headedness).

But now we’ve got all that information in there we can start to analyse it, play with it, and ask questions about it, and we’ve started off by showing a basic dashboard for each council.

For each council, it’s got total spend, spend per month, number of suppliers & transactions, biggest suppliers and biggest transactions. It’s also got the spend per month (where a figure is given for a quarter, or two-month period, we’ve averaged it out over the relevant months). Here, for example, is the one for the Greater London Authority:

Lots of interesting questions here, from getting to understand all those leasing costs paid via the Amas Ltd Common Receipts Account, to what the £4m paid to Jack Morton Worldwide (which describes itself as a ‘global brand experience agency’) was for. Of course you can click on the supplier name for details of the transactions and any info that we’ve got on them (in this case it’s been matched to a company – but you can now submit info about a company if we haven’t matched it up).

You can then click on the transaction to find out more info on it, if that info was published, but which is perhaps the start of an FoI request either way:

It’s also worth looking at the Spend By Month, as a raw sanity-check. Here’s the dashboard for Windsor & Maidenhead:

See that big gap for July & August 09. My first thought was that there was an error with importing the data, which is perfectly possible, especially when the formatting changes frequently as it does in W&M’s data files, but looking at the actual file, there appear to be no entries for July & August 09 (I’ve notified them and hopefully we’ve get corrected data published soon). This, for me, is one of the advantages of visualizations: being able to easily spot anomalies in the data, that looking at tables or databases wouldn’t show.

So what further analyses would you like out of the box: average transaction size, number of transactions over £1m, percentage of transactions for a round number (i.e. with a zero at the end),  more visualizations? We’d love your suggestions – please leave them in the comments or tweet me.

Written by countculture

July 26, 2010 at 9:44 am

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