2 Improving accountability through
open data
The Government's aims
5. One main aim of the Government's policy on open
data is to improve the ability of citizens to hold Government
to account. The Prime Minister made this clear in 2010:
We're going to rip off that cloak of secrecy
and extend transparency as far and as wide as possible. By bringing
information out into the open, you'll be able to hold government
and public services to account. You'll be able to see how your
taxes are being spent. Judge standards in your local schools and
hospitals. Find out just how effective the police are at fighting
crime in your community. Now I think that's going to do great
things. It's certainly going to save us money. With a whole army
of effective armchair auditors looking over the books, ministers
in this government are not going to be able to get away with all
the waste, the expensive vanity projects and pointless schemes
that we've had in the past.[6]
6. Ministers have regularly restated their support
for open data as an aid to accountability; in 2012 the Rt Hon
Francis Maude MP, Minister for the Cabinet Office, said:
"These are the first formative years of
this new Age of Open Data. [...] the prize is effective personalised
21st century democracy. Transparency will create empowered citizens
that can expose corruption, get the best value out of their governments
and have equal access to valuable raw data."[7]
7. The Open Data White Paper, 'Unleashing the Potential',
published in June 2012, gave more detail on the Government's aspirations,
including ways in which it could help in "Building a transparent
society" [8].
Opening up public service data was creating a "living library
of information" to help people hold Government to account.[9]
The Government called this "a completely different way of
governing", for instance giving anyone in the country the
means to challenge public authorities on how public money is being
spent.[10] More data
would be put into the public domain, there would be significant
improvements to the website data.gov.uk, which brings data released
by Government together in one searchable website, and amendments
to the Freedom of Information Act would make it much easier for
citizens to get access to public sector datasets in a useful form.[11]
Good examples
8. To what extent is this transparent vision becoming
a practical reality? There are several examples of the use of
data on public services to increase the ability of the public
to keep a check on how they are performing. Many witnesses mentioned
data.police.uk, which shows reported crimes and their outcomes
in detail, down to street level. This has been well-used by the
public, with more than 53 million visits from 22 per cent of all
family households in England and Wales since its launch in 2011.[12]
Public debate about a variety of public services has also been
informed by other recent releases of open public sector data.
Greater public transparency in health spending has, for instance,
been created by Mastodon C, a start-up company whose work was
welcomed by several of our witnesses.[13]
One of Mastodon C's projects looked at GPs' prescription data
and demonstrated that, for example, the NHS could have saved more
than £200 million a year if the generic version of statins
had been prescribed rather than the patented version.
9. On environmental issues, the greenhouse gas emissions
statistics released annually by the Department of Energy and Climate
Change were welcomed by Ruth Dixon and Professor Christopher Hood
of Oxford University as "a consistent and informative dataset"
that allows meaningful comparisons over time.[14]
Openly Local is a project which is attempting, it says, "to
develop an open and unified way of accessing Local Government
information" including numerical data. At the time of our
inquiry the project offered access to data on spending, councillors'
expenses and planning applications for over 140 local authorities.[15]
Barriers to accountability
10. Along with such promising examples of good practice,
we had some evidence that there were barriers to the achievement
of greater accountability through open government data. There
was some evidence that the Government's original clear focus on
accountability as the key goal of open data had recently been
diluted by other priorities. Dr Ben Worthy, a lecturer in politics
at Birkbeck, University of London, told us that there was uncertainty
about "which of the 'economic, social and political' aims
[for open data] the Government supports. Observers have noted
a shift in emphasis from the democratic aims of government transparency
and accountability to the economic aims of encouraging growth."[16]
11. Full Fact, an independent organisation which
provides advice and information to help people check the facts
against claims made by politicians and the media, acknowledged
that the Government's agenda of "open by default" had
helped to "set the right ambition for open data generally".[17]
But it was critical of much of the Government's actual performance
in providing greater accountability: "Open data is a great
thing of which we have seen too little, too late, too poorly done.
Because it has been poorly done the take up has been limited."[18]
12. The Institute for Government observed that "the
accessibility, quality, and presentation of government data varies
widely between departments and datasets."[19]
There is certainly evidence of accuracy and quality issues with
some of the data releases. The UK Data Service (UKDS), a data
resource funded by the Economic and Social Research Council to
support researchers, teachers and policymakers, told us that there
were "countless examples of (avoidable) errors" in government
data releases. One example, according to UKDS, was the recent
publication by the Treasury of the Bona Vacantia Unclaimed Estates
List, which gives details of property which has passed to the
Crown because the previous owner has died with no will or known
family. UKDS noted that the date of birth of at least 132 people
(more than 1% of the total) was "reported as being after
their date of death. (And the marital status of some suggests
that other ages are wrong too - for example, there is a two month
old widow!)". UKDS criticised the "lack of quality control
mechanisms".[20]
Owen Boswarva, a data consultant and open data activist, who is
a non-executive member of the Defra Network Transparency Panel
and submitted his evidence to us in a personal capacity, was critical
of what he called "the indiscriminate dumping of small, low-value
datasets on Data.gov.uk" which had "created the illusion
of progress - 9,000 datasets [at the time of writing] sounds like
a lot, but what proportion is that of what total?"[21]
13. Accountability can also be hampered by over-cautious
official attitudes, according to Heather Savory, Chair of the
Open Data User Group, which exists to help Government understand
the requirements of people who are using, or could use, the datasets
it collects. Ms Savory told us that there were "perceived
risks among civil servants" in relation to open data, who
could be "concerned because their data is not perfect"
but, Ms Savory observed "no data set is perfect."[22]
She also identified "a lack of belief that the technical
community can deal with this stuff" whereas an outsider keen
on making use of open data might say to Government "Just
give me big, dirty data. I'll deal with it."[23]
Similar points were made by Tom Steinberg, who drew attention
to an apparent inconsistency of approach across Government. He
noted that the figure for GDP, "which is probably the single
number that people in Whitehall care about more than anything
else" is frequently published then revised "yet there
have been much less important data sets that have not been released
because we cannot make a mistake."[24]
14. Stephan Shakespeare believed that these dilemmas
could be resolved, and his Review report set out:
a twin-track policy for data-release, which recognises
that the perfect should not be the enemy of the good: a simultaneous
"publish early even if imperfect" imperative AND a commitment
to a "high quality core". This twin-track policy will
maximise the benefit within practical constraints. It will reduce
the excuses for poor or slow delivery; it says "get it all
out and then improve".[25]
15. The intention, the Review continued, "is
that as much as possible is published to a high quality standard,
with departments and wider public sector bodies taking pride in
moving their data from track 1 to track 2."[26]
Mr Shakespeare explained in oral evidence to us that this entails
identifying:
the data sets that need to be clean and need
to be published to certain high standards, and that should be
track [two]. All the rest is published as track [one]quick
and dirty, as one might say, so long as one knows that it is dirtyand
left to the data scientists to do what they can.[27]
16. Stephan Shakespeare's proposal that
the Government should adopt a "twin-track" approach
to data release is a practical and realistic way of maintaining
the momentum on open data, which recognises that "the perfect
should not be the enemy of the good: a simultaneous 'publish early
even if imperfect' imperative AND a commitment to a 'high quality
core'". Regular publication of imperfect government data
will provide Departments with a powerful incentive to improve
it. We recommend that the Government should adopt the twin-track
approach to data release advocated by Stephan Shakespeare. Government
should 'publish early even if imperfect', as well as being committed
to a 'high quality core'. As long as Government is clear about
its limitations, there will always be a role for data that is
imperfect but improvable.
17. Other witnesses identified limitations with data.gov.uk
that made it less accessible, and therefore less useful for the
general public. The National Statistician, Jil Matheson, complained
that data.gov.uk "does not yet have the functionality that
we would like to see for accessing statistics. One of the really
important ways of people being able to understand what is there
is to be able to visualise it."[28]
18. It is very difficult to assess the performance
of Government in enhancing accountability through opening up its
data. The concept of open data is poorly defined and there are
no accepted measures of what is published. This allows supporters
of open data to claim the revolution is well under way and the
sceptics to say nothing has changed.
19. It is often pointed out that more than 13,000
datasets can now be found on data.gov.uk, but it is unclear how
many of these represent simple republishing of data already published
on other government sites. Some data sets are small and others
large. And it is possible for departments to get more data out
by publishing it in smaller bundles or updating it more frequently,
in such a way that there is little or no extra public benefit.
In these circumstances, measuring progress on this important agenda
is difficult if not impossible. Simply putting data "out
there" is not enough to keep Government accountable.
20. We invite the Government to publish a clear
list of open data, indicating when each data series became open
in each case.
Outsourcing and transparency
21. Several witnesses argued that the principles
of open data should be applied consistently to all organisations
that provide public services, including those in the private or
voluntary sectors. They observed that, in the new world of frequent
outsourcing of public service delivery, this was particularly
important.
22. The Information Commissioner, Christopher Graham,
told us that he was concerned that outsourcing potentially undermined
the principles of understanding, accountability and open data,
arguing that "it is important that outsourcing does not lead
to a decrease in transparency in public services."[29]
Dr Rufus Pollock, Director of the Open Knowledge Foundation, also
raised this issue, noting with concern that open data principles
are not "embedded in [government] procurement rules".[30]
He continued: "One of the biggest risks and dangers we have
seen evidence of both in the US and here is that you outsource
some service and, bam, all your information is gone."[31]
Tom Steinberg also saw this as a key issue for the future, telling
us that, there could be "a real problem to public accountability
in situations where companies are used to provide public services,
instead of government bodies."[32]
23. More positively, it was suggested to us that
open data could help Government at all levels to improve its performance
in commissioning private and voluntary sector providers, ODI arguing
that "choice and competition would be enhanced if data on
the performance of public service providers were published in
a consistent fashion and made available to service users and external
experts."[33]
24. There was support from the Information Commissioner
for the idea of Government releasing detailed data about the performance
of private providers in delivering public services. He told us:
"Opening this information as fully as possible to public
scrutiny would promote efficiency in the use of public funds and
also help to build public confidence in outsourcing."[34]
The Commissioner welcomed the Government's commitment in the National
Action Plan to "take steps to ensure transparency about outsourced
services is provided in response to freedom of information requests."[35]
Procurement and Open Data
25. Several witnesses called for the whole range
of public sector procurement processes to be reformed to encourage
open data, especially in the case of IT contracts. Tom Steinberg
for example told us that "open data will only become widespread
if its provision is tied to the procurement of information systems."[36]
The Information Commissioner made a similar point, telling us
that he is encouraging 'transparency by design', advising public
authorities to "think about open data requirements when they
are procuring and designing new IT systems."[37]
26. The Cabinet Office Minister, Nick Hurd MP, told
us that Cabinet Office is working with the Government Digital Service
"on a piece of work to include open data clauses in IT procurement";
money has been made available for Departments, agencies and local
authorities to "release data where there are short-term technical
barriersi.e. where someone is saying, 'We are going to
have to charge you to get those datasets out'."[38]
27. The ODI went further, calling for open data publication
to be "written into every government contract", whether
for IT or not.[39] Stephan
Shakespeare urged that in government procurement, there should
always be, for tendering companies,
a box that says, "What is your open-data
strategy?" so they are required to say in advance what their
attitude to this is. That could then make them feel that it may
be detrimental to their getting the contract if they state that
they will not share the data.[40]
Sir Nigel Shadbolt observed that there was "a
stronger view that procurement should have a clause that says,
'It shall be produced as open data.'"[41]
28. Open data principles
should be applied not only to government departments but also
to the private companies with which they make contracts.
29. We recommend that companies contracting with
the Government to provide contracted or outsourced goods and services
should be required to make all data open on the same terms as
the sponsoring department. This stipulation should be included
in a universal standard contract clause which should be introduced
and enforced across Government from the beginning of the financial
year 2015-16.
The right to data?
30. Several witnesses were uneasy with the current
position in which the Government and local authorities decide
whether to make data available or not. Sir Nigel Shadbolt observed
that there are currently "public data principles in the White
Paper that are endorsed as Government policy. The question is
whether they are being implemented routinely."[42]
Sir Nigel told us that "The presumption to publish has some
way to go."[43]
In these circumstances, he said "People think it is sufficiently
difficult and challenging that you might need to legislate for
it."[44]
31. There were other suggestions that present arrangements
for open data release lacked the necessary clout. Dr Rufus Pollock
of the Open Knowledge Foundation was concerned that even the Open
Data User Group had to persuade organisations to provide data
in an open way: "Heather [Savory] is doing a sterling job,
but it was rather interesting that she had to go to persuade the
Land Registry to do this or persuade X to do that."[45]
He said that in theory "things like that are in FOI, but
they should be operationalised more effectively."[46]
32. The Information Commissioner's Office set out
its understanding of the current statutory provisions on open
data, noting that on 1 September 2013 amendments to FOIA came
into force. These are:
intended to enable open data - giving requesters
the right to receive datasets in open, re-usable formats (if reasonably
practicable) and under an open licence, though public authorities
can use a charged licence in certain circumstances. The amendments
also place an obligation on public authorities to publish previously
requested datasets proactively, as part of their Freedom of Information
publication scheme.[47]
33. But there was some confusion among our witnesses
as to what difference this makes to the current legal position
of open data. Tom Steinberg raised the issue of whether the Freedom
of Information Act should be "expanded ... so that people
have similar powers to access data sets to those they have to
access paper documents."[48]
34. Heather Savory of the Open Data User Group said
that she believed that recent legislation had effectively "established
an enhanced right to data because it introduces a statutory duty
for public authorities to publish their data for re-use."[49]
Although she agreed that "we do not have clean legislation
[...] if you look at the complex network of legislation that we
have, there is already a presumption to publish data and there
are duties for public bodies to make their data available for
re-use."[50]
35. The Information Commissioner considered that
open data and the right to information, were "mutually supportive".[51]
This was because "there must be a right for the public to
'pull' information from government as well as a government commitment
to 'push' data out proactively."[52]
Stephan Shakespeare and Sir Nigel Shadbolt both advocated explicit
legislation to set out a right to data; Sir Nigel observed that
policies come and go but "legislation has a way of sticking
around."[53]
36. Mr Hurd was clear that there was no statutory
right to open data, confirming that he was at the moment "against
any further legislation in this area other than evolution of the
Freedom of Information Act and the transposition of the EU directive
[Directive 2003/98/EC which encourages the re-use of public sector
information]."[54]
37. There is confusion about the concept of the
'right' to data held by Government. On the one hand, the Minister
told us that there is no right to data, but there is evidence
to suggest that, in effect, a presumption already exists that
government data will be published in an open format.
38. The Government needs to recognise that the
public has the inherent 'right to data', like Freedom of Information.
The Government should clarify its policy and bring forward the
necessary legislation, without delay.
Privacy and open data: managing
the risks
39. If there is to be the 'right to data', the 'right
to privacy' must also be recognised. We heard substantial evidence
of the risks to individual privacy that could be created by ill-considered
open data releases. Full Fact noted the risk that the reputation
of open data might be vulnerable to public anxiety over privacy
and the state. There will soon be "far greater volumes of
far more personal information stored by public bodies than we
would have thought possible not long ago."[55]
Open data would "serve as a constant reminder of this and
occasional mistakes will bring it crashing into public debate."[56]
40. As we were completing the inquiry, the potential
for data release to cause such public concern was demonstrated
by the case of Care.data. At the beginning of 2014 there were
a number of reports of opposition from campaigners, and in some
cases medical practitioners, to the Care.data programme in England.[57]
The programme, as explained by NHS England:
will make increased use of information from medical
records with the intention of improving healthcare, for example
by ensuring that timely and accurate data are made available to
NHS commissioners and providers so that they can better design
integrated services for patients. In the future, approved researchers
may also benefit. The Health and Social Care Information Centre
will link personal confidential data (PCD) extracted from GP systems
with PCD from other health and social care settings.[58]
41. The main concerns about Care.data were said to
be the risk that personal medical details would become publicly
available, and that data collected for public purposes would be
exploited for profit by the private sector. Even strong advocates
of open data, such as Stephan Shakespeare, were in no doubt about
the sensitivity of medical information. Mr Shakespeare, commenting
on the general issue of medical data, told us: "I want to
make it quite clear that the revealing of personal medical data
could be extremely painful to the person and that it is incredibly
important to avoid that."[59]
42. Sir Nigel Shadbolt observed that young people
were sometimes said to be "giving up on privacy" with
the spread of social media and other digital developments. However
he identified a new caution about privacy among young people,
with the development of:
a very nuanced view of what is available to open
and what is not. As they grow upI have seen this processfrom
no concern at all to a recognition that this will stay with them
in their interview process as they go for jobs in the future,
they become much more concerned about the issues and limits of
privacy.[60]
43. Dr Pollock raised the complex issue of crime
statistics. He said that in the UK when crime data was first published
"there was this whole debate that I could work out where
this had occurredhad a rape happened in a house, I would
know something very significant personally about someone. There
is clearly going to be ongoing debate."[61]
44. Dr Pollock accepted that "some of the most
interesting data will have a relationship with personal information."[62]
The default position, he said,
has to be that we protect privacy in the first
instance, but it is important that there are cases where we make
public interest tradeoffs. We think that we are entitled to know
the directors of public companies; it is not something that is
private.[63]
45. We were assured that there were ways of ensuring
privacy is maintained in the right cases. Mr Shakespeare referred
to "safe-haven technology, which means you can make data
available in a way that you cannot take it out of the box, if
you like, and you can access it remotely without removing it from
the database."[64]
46. Ministers were also confident that a satisfactory
balance could be achieved between open data and individual privacy.
While re-iterating that "the government's position is that
data should be open by default," they made it clear that
"by definition open data is not personal data. The government
takes the issue of privacy seriously."[65]
The Ministers made it clear that "anonymisation techniques
mean that data can still be released while providing protection
to the individual citizen".[66]
They give the example of crime data which is "grouped at
the level of a few streets to prevent victims being identified".[67]
47. When releasing
data, it is the responsibility of Government to avoid risk that
individuals may be identified against their will. There has been
an effective campaign to highlight unease about the release of
anonymised NHS patient data for academic and pharmaceutical research
as part of the Care.data programme. There is a clear need to reassure
the public about personal privacy. However, it is also important
to explain what open data can do to make public services more
accountable and responsive to the needs of society. The recent
controversy over Care.data demonstrates the danger that concerns
about privacy will unduly undermine the case for open data.
Increasing engagement
48. Some witnesses argued that Government should
take bold steps to promote widespread public use of data to hold
Government to account. Owen Boswarva for example welcomed the
increased availability of spending and performance data in a reusable
format, but told us that it was "no substitute for meaningful
public consultation and open decision-making."[68]
49. Dr Worthy told us that in order to bring about
real accountability and participation the data also needed to
be linked to "clear and functioning accountability mechanisms."
But what he called the "eye-catching idea" of the "Armchair
Auditor" had, he said, failed to become a reality, despite
some successes: "there are few signs of a wider 'army'."[69]
He says that this is in part because "the information is
not yet consistent, so questioning and understanding it is not
easy."[70] The armchair
auditor also, Dr Worthy observes, "needs to be a particular
type of person: engaged and interested in local government, with
a good grasp of how government works and motivation and skills
to dedicate time to it. To have all these traits in combination
is rare."[71]
50. Involve, a body which promotes wider participation
in public life through a mixture of research and practical action,
made similar points, telling us that
the public currently do not understand how open
data applies to them or what they care about; research into public
awareness of open data has found that awareness is low in part
because open data is perceived as an abstract issue, with unclear
benefits to everyday life.[72]
51. While experts may make extensive use of open
data repositories, such as data.gov.uk, such repositories, according
to Involve, "are unlikely to be visited by the average citizen."[73]
Instead Involve argue that there is "potential for government
and civil society to get information to citizens in the places
that they already visit - be it online (e.g. paying for their
TV licence) or offline (e.g. in a GP surgery waiting room)."[74]
52. Involve also urged Government to promote a set
of data engagement guidelines developed by a group led by Tim
Davies, co-director of Practical Participation, and open data
research coordinator at the Web Foundation. These are known as
the 'five stars of open data engagement', a system of rating the
usefulness and accessibility of data to the general public.[75]
If introduced in Government, the system would be intended to encourage
publishers of data to make it "accessible [to] all without
discrimination" and to make information and data usable in
a wide range of ways[76].
'One Star' engagement indicates where organisations' releases
are driven solely by need and demand, while 'Five Star' engagement
indicates that there is close collaboration with users and that
the organisation is working with other organisations to integrate
data sources.
53. It is clear that using open data to encourage
engagement is not a simple matter. What appears to some to be
neutral can be seen by others as politically motivated, as Dr
Worthy warned us "although technology is often presented
as a neutral good", it could be "extremely political."[77]
He cited local government spending data, which he saw as "very
politicised. It is about local versus central Government."[78]
54. There is no sign of the promised
emergence of an army of armchair auditors. There is little or
no evidence that the Cabinet Office is succeeding in encouraging
greater public engagement in using data to hold the public sector
to account.
55. Open data is important and touches
people's lives at many points. Yet Government and some of the
experts sometimes make too much use of jargon and so can alienate
and confuse people who do not have expert knowledge of the technical
terms. This can undermine efforts to encourage more people to
get involved in holding Government to account.
56. The Government should adopt a star-rating
system for engagement, as recommended by Involve, for measuring,
and reporting to Parliament on, Departments' progress on increasing
accountability through open data. The Government should expect
Departments to set out plans to move towards Five Star Engagement
for all their data releases.
General conclusions on accountability
57. We welcome the clear lead on
open data that has come from successive Governments. There have
been some useful moves to improve accountability and engagement
in recent years, with positive developments such as the establishment
of the Open Data User Group. However there is much still to be
done.
58. There should be a presumption
that restrictions on government data releases should be abolished.
It may be necessary to exempt certain data sets from this presumption,
but this should be on a case-by-case basis, to provide for such
imperatives as the preservation of national security or the protection
of personal privacy.
59. The Cabinet
Office must give a much higher priority to ensuring that more
interesting and relevant data is made open, and that the release
mechanisms encourage people to use it and, where appropriate,
hold Government and local authorities to account. Beginning
in April 2014, targets should be set for the release of totally
new government datasets - not the republishing of existing ones.
6 Podcast by the Prime Minister, 29 May 2010 Back
7
Speech to the World Bank by the Rt Hon Francis Maude MP, 30 January
2012 Back
8
Cabinet Office, Open Data White Paper: Unleashing the Potential
CM 8353, June 2012 Back
9
As above Back
10
As above Back
11
As above pp 11-12 Back
12
See for instance "The geeky revolution that will change our lives",
The Times, 28 October 2013 Back
13
For example Nick Hurd MP and Rt Hon Michael Fallon MP (OD 28);
Open Data Institute (OD 09) para 30; Q21 ff Back
14
Ruth Dixon and Professor Christopher Hood (OD 04) para 8.2 Back
15
Openly Local
website Back
16
Dr Ben Worthy (OD 27) Back
17
Full Fact (OD11) Back
18
As above Back
19
Institute for Government (OD 17) Back
20
UK Data service (OD 08) para 18 Back
21
Owen Boswarva (OD 06) para 7 Back
22
Q51 Back
23
As above Back
24
Q69 Back
25
Shakespeare Review, p 11 Back
26
As above Back
27
Q94 Back
28
Q226 Back
29
Information Commissioner's Office (OD 26) para 16 Back
30
Q40 Back
31
As above Back
32
Tom Steinberg (OD 24) Back
33
Institute for Government (OD 17) Back
34
Information Commissioner's Office (OD 26) para 15 Back
35
As above Back
36
Tom Steinberg (OD 24) Back
37
Information Commissioner's Office (OD 12) para 16 Back
38
Q174 Back
39
Open Data Institute (OD 25) para 16 Back
40
Q99 Back
41
As above Back
42
Q103 Back
43
Q103 Back
44
As above Back
45
Q45 Back
46
As above Back
47
Information Commissioner's Office (OD 12) para 6 Back
48
Q43 Back
49
Q48 Back
50
As above Back
51
Information Commissioner's Office (OD 26) para 6 Back
52
As above Back
53
Q108 Back
54
Q172 Back
55
Full Fact (OD 11) Back
56
As above Back
57
For example, "NHS Patient Data to be made available for sale to drug and insurance firms"
The Guardian, 20 January 2014 and "Four in 10 GPs to opt out of NHS database",
The Telegraph, 24 January 2014 Back
58
NHS England: Care.data Guide for GP Practices Back
59
Q120 Back
60
Q123 Back
61
Q71 Back
62
As above Back
63
As above Back
64
Q120 Back
65
Nick Hurd MP and Rt Hon Michael Fallon MP (OD 28) Back
66
As above Back
67
As above Back
68
Owen Boswarva (OD 06) para 4 Back
69
Dr Ben Worthy (OD 03) para 7.1 Back
70
As above, para 7.2 Back
71
As above Back
72
Involve (OD 10) para 3.9 Back
73
As above para 3.10 Back
74
As above Back
75
Open Data Engagement website Back
76
As above Back
77
Q25 Back
78
As above Back
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