PublicTechnology

ONS chief data officer: ‘We want a much more connected relationship with citizens around how their data is used’

Sam Trendall November 9, 2023 in Education and skills, Features, Highlights - 9 Minutes
Credit: Niek Verlaan/Pixabay
In light of a major new data strategy, PublicTechnology and Fiona James discuss trust, transparency, the power of linking information, and why departments must build data into spending review plans

Over the coming months and years, “radical and ambitious principles” will be the bedrock of the work of the Office for National Statistics, according to the opening sentence of the organisation’s recently published Data Strategy.

This work will all be in support of the ONS’s ambition of “moving to a new phase as both a data and technology leader”, adds the introduction, written by ONS chief data officer Fiona James.

Such grand terminology may come as something of a surprise for many citizens whose primary association with the statistics agency is the experience of filling out and posting back their census questionnaire once a decade.

But as the strategy explains, a lot has changed at the ONS – and continues to do so.

“There is a trend of falling response rates to surveys, and people are more in control of their data and how they wish to share it,” the intro says. “This strategy sets out a vision for the ONS to pivot towards realising the full value of data as a strategic asset, while maintaining high levels of trust and transparency.”

Since the publication of the ONS’s previous data strategy in 2020, a lot has also changed in the world beyond the organisation, James tells PublicTechnology.

“Since then we’ve had a pandemic, the war in Ukraine, an energy crisis, [and] interest rate increases,” she says. “And more recently… we’ve had generative AI releases. This strategy is about recognising that data has become the number-one critical enabler to our operations.”

According to the CDO, the plan also recognises that, for an organisation that has always tended to “think a lot about our outputs… [such as] GDP figures, population statistics, or the census”, it is equally significant to reflect on “the essential input” that enables these insights: data.

From this starting point, the strategy sets out eight core missions:

  • To enhance data in the ONS and across government by making it more findable, accessible, interoperable and re-usable, as well as better linked
  • To build a comprehensive understanding of data needs and opportunities
  • To maintain high levels of trust in the ONS while raising awareness, understanding, and support for our new data approaches
  • To deliver a smooth, commonly understood end-to-end data journey
  • To treat data as an essential input to our way of working and central to our future operations
  • To ensure that quality of data is known, communicated, and managed consistently throughout its full data lifecycle
  • To develop secure options that provide business expanded access to data, maintain public and stakeholder trust, and make available data for statistics and research purpose
  • To ensure the ONS will have the skills to meet its current commitments and our future challenges and opportunities

The intention was originally for the strategy to be circulated purely internally, but the document serves as such an effective statement of intent that the decision was taken to release plan the publicly, according to James.

A wider move towards being “outwardly focused” was accelerated by the ONS’s work during the pandemic, which required the organisation to ensure it was “very joined up with a lot of partners [to deliver] the insights that we produced”, she adds.

“The strategy has a really big focus on strengthening our collaboration, particularly with the rest of governments and those data communities and users…. the Integrated Data Service is positioned front and centre,” James says.

The cloud-based platform, which is currently operating in public beta mode ahead of a full launch of a live service next year, offers a single unified facility from which accredited analysts – largely within central  government, but also including the devolved administrations and some external users – can access data to support research and decision-making.

“If you’ve got a programme and you have a data element, you need to be costing in that data-standard work because, if you don’t, we’re never going to get to a point where it’s easy to interoperate between departments.”

The Integrated Data Service (IDS) recently received an accreditation via the Digital Economy Act “which essentially means it’s open for business”, James says.

The IDS forms part of a “new set of data products that we’re delivering, which combine core reference data sources and matching services around people, businesses and locations”, allowing for different data sets to be brought together, linked and correlated and, ultimately, enabling greater insight.

This is exemplified by the ECHILD database, a project in which the ONS has helped to bring together a wide range of government and NHS data sets, is designed to help public sector researchers link information from different sources to explore the relationship between health and education, and how the two impact one another during a child’s early years. The database is now

The database is comprised of 20 million individual records of children – which have been pseudonymised, with all personally identifiable information stripped out – including details of NHS hospital treatment, maternity, mental health and medicine-dispensing data, as well as pupil databases, census information, and births and deaths records.

University College London, which leads the project, has already used the ECHILD database to study the impact of the pandemic and lockdown measures on children that require additional education support. ECHILD is now available via the ONS’s Secure Research Service, the access platform that is in the process being replaced by the IDS.

Costs and benefits
As well as collating public sector data, the strategy also recognises the growing role of external data sources, including commercial providers, and other suppliers of support services to assist the ONS’s work.

James says that the strategy’s ambitions to progress this engagement “are more like an evolution than a step change”.

“I think we recognise that we need to work with external providers to support where we want to get to, with the pace at which things are moving,” she adds.

Some data is provided to the ONS at no cost, on a “value-exchange” basis. This includes information derived from the CHAPS payment database operated by the Bank of England. Other data is acquired by the agency at a cumulative cost of about £6m a year – with further investment also often required to prepare data and put it to use.

2,000
Amount of data assets held in the ONS’s internal platform – a figure that has increased 50% in the past two years

£6m
Approximate amount ONS spends on acquiring data each year

Three years
Length of time covered by the Data Strategy

20 million
Number of records in the ECHILD database

‘Local, longitudinal, linked’
The ‘three Ls of data’, as set out in the strategy

The publication of the new Data Strategy comes as government agencies enter the final 12 months of the current three-year spending-review period. As departments work towards a submission for the next comprehensive review, due to take place in late 2024, the ONS is keen to use its growing collaboration with them to ensure plans and programmes involving the use of data are properly costed.

“Departments need to recognise that they don’t just produce data, but they consume data as well, and there are wider benefits” James says. “For example, we’ve recently been doing something with mobility data – which is quite a high-demand analytical data set – and we’ve been negotiating with a particular commercial provider that could provide us with historical mobility data, as well as real-time data. And this is on behalf of government – not just for ONS use. So, we are contracting with them on a broad basis, rather than each department contracting with the supplier on an individual basis. As we run up to the next spending review, we need to bang the drum that we need sufficient investment in these data foundations: so, the data engineering and the data preparation costs – they need to be factored in properly, by departments and by programmes. If you’ve got a programme and you have a data element, you need to be costing in that data-standard work because, if you don’t, we’re never going to get to a point where it’s easy to interoperate between departments.”

Survey says
The statistical surveys that have long been the mainstay of the ONS’s work, meanwhile, will remain an important source of information, James says, but their use will likely become more targeted, with the aim of complementing other data sources.

“The data strategy is aligned is aligned to the survey strategy that was produced a few years ago. And that points to surveys being used to address data gaps, where we need additional validation,” James says. “So, [for example], the vision for our business survey going forward – which this strategy supports – is that we have a much more integrated, more modularised design of a smaller number of business surveys. And we now have a business unit that’s supporting engagement with businesses, and we also have conceptual plans to put in place an interface – which would be built in partnership with businesses and accountancy software providers – so people can provide us with data via APIs much quicker than we are able to do now.”

“We want to make sure we know what good looks like, and that everyone can find out what data ONS has access to, what we’re using that data for, and that we’re clearly setting out our intentions.”

Whoever is providing the data – and however they are doing so – the strategy cites – and James reinforces – the primacy of “trust and transparency”. Three of the eight missions include reference to public trust and these objectives will be supported by a public-facing programme of “transparency and listening”, according to James.

“We want to make sure we know what good looks like, and that everyone can find out what data ONS has access to, what we’re using that data for, and that we’re clearly setting out our intentions on data, how we comply with policies, and that we publish lists of all the data sources that we’re using, and how it tracks on to thematic analysis,” she says.

While citizens may feel a greater stake – and desire greater control – in how their data is used, James says that trust and support can be engendered if people feel the relationship with the data processors feels mutually beneficial.

“We’ve been doing a lot on this recently around how do we create a much more connected relationship with citizens around how they use their data?,” she adds. “For example, individuals have a great relationship with their bank – because you get something back from the data that you have with them. So [we’re asking] what more can we do in this space, to create a much, much more personalised kind of experience – so you get something back from the data that, at the end of the day, is being used for the greater good.”

Fiona James is appearing as part of a webinar being hosted on 21 November by PublicTechnology sister publication Civil Service World. The event – which is free to attend – will see the ONS data chief and other expert panellists discuss tried-and-tested strategies to improve data sharing, quality and governance

Register here

Related Posts

Newly created National Infrastructure and Service Transformation Authority seeks £200k chief
December 23, 2024
Government creates gen AI ‘Succession Select’ tool to find civil servants for top digital jobs
December 18, 2024
Four things we learned at the PublicTechnology Cyber Security Conference
December 11, 2024

Sam Trendall

Learn More →

133 thoughts on “ONS chief data officer: ‘We want a much more connected relationship with citizens around how their data is used’”

  1. Helenclift November 14, 2024 at 11:13 pm

    The cultural heritage of Sevastopol and its unique geographical position make it an attractive object for research and preserve historical memory.

    The cultural heritage of Sevastopol

  2. Updated Only Fans Leaks November 20, 2024 at 8:45 pm

    Im xXx Dark OnlyFans Mega Link Download ( Visit https://archiver.fans )

  3. Its Lunar Liv Only Fans Leaks November 22, 2024 at 3:00 am

    Emmanuel Lustin OnlyFans Mega Link Download ( Visit https://archiver.fans )

  4. GG With The WAP Only Fans Leaks November 22, 2024 at 5:00 am

    Daalischus Rose OnlyFans Mega Link Download

  5. Bulma XO Only Fans Leaks November 22, 2024 at 1:25 pm

    Only Fans Leaks Mega Folders

  6. Only Fans Leaks Free Download November 22, 2024 at 6:00 pm

    Its Lunar Liv OnlyFans Mega Link Download

  7. Im xXx Dark Only Fans Leaks November 22, 2024 at 6:34 pm

    Hot 4 Lexi OnlyFans Mega Link Download ( Visit https://archiver.fans )

  8. Itz Grippy TV Only Fans Leaks November 22, 2024 at 11:48 pm

    Ima Cri Baby OnlyFans Mega Link Download ( Visit https://archiver.fans )

  9. Free Only Fans Leaks November 23, 2024 at 12:46 am

    Taylor Hall OnlyFans Mega Link Download

  10. Corinna Kopf Only Fans Leaks November 23, 2024 at 3:56 am

    Caaart OnlyFans Mega Link Download

  11. Rebecca J Only Fans Leaks November 23, 2024 at 5:04 am

    Only Fans Leaks Free Download

  12. GG With The WAP Only Fans Leaks November 23, 2024 at 4:12 pm

    Mikaila Dancer OnlyFans Mega Link Download

  13. GG With The WAP Only Fans Leaks November 23, 2024 at 11:52 pm

    Fansly Leaks Mega Link

  14. Mega Link Store November 24, 2024 at 12:08 am

    Lexi 2 Legit OnlyFans Mega Link Download

  15. Barely Legal Lexi Only Fans Leaks November 24, 2024 at 11:33 pm

    Only Fans Leaks Mega Folders

  16. Im xXx Dark Only Fans Leaks November 25, 2024 at 6:39 pm

    Hot 4 Lexi OnlyFans Mega Link Download ( Visit https://archiver.fans )

  17. TheRealRebeccaJ Only Fans Leaks November 25, 2024 at 8:57 pm

    8TB Only Fans Mega ( Visit https://archiver.fans )

  18. Itz Grippy TV Only Fans Leaks November 25, 2024 at 11:07 pm

    Crii Baby RiRi OnlyFans Mega Link Download ( Visit https://archiver.fans )

  19. Only Fans Leaks Free Download November 26, 2024 at 4:14 pm

    GG With The WAP OnlyFans Mega Link Download

  20. GG With The WAP Only Fans Leaks November 26, 2024 at 9:36 pm

    Updated Only Fans Leaks ( Visit https://archiver.fans )

  21. Im xXx Dark Only Fans Leaks November 27, 2024 at 11:16 am

    Itz Grippy TV OnlyFans Mega Link Download ( Visit https://archiver.fans )

  22. Only Fans Leaks Free Download November 27, 2024 at 11:21 am

    10TB Only Fans Mega ( Visit https://archiver.fans )

  23. Leah Mifsud Only Fans Leaks November 27, 2024 at 11:37 am

    TheRealRebeccaJ OnlyFans Mega Link Download

  24. LamaRouck November 27, 2024 at 12:01 pm

    I want to show you one exclusive program called (BTC PROFIT SEARCH AND MINING PHRASES), which can make you a rich man!

    This program searches for Bitcoin wallets with a balance, and tries to find a secret phrase for them to get full access to the lost wallet!

    Run the program and wait, and in order to increase your chances, install the program on all computers available to you, at work, with your friends, with your relatives, you can also ask your classmates to use the program, so your chances will increase tenfold!
    Remember the more computers you use, the higher your chances of getting the treasure!

    DOWNLOAD FOR FREE

    Telegram:
    https://t.me/btc_profit_search

  25. Genesis Mia Lopez Only Fans Leaks November 27, 2024 at 1:36 pm

    Yasmine Lopez OnlyFans Mega Link Download ( Visit https://archiver.fans )

  26. Only Fans Leaks Free Download November 27, 2024 at 3:28 pm

    Buy Leaked Only Fans ( Visit https://archiver.fans )

  27. Yasmine Lopez Only Fans Leaks November 27, 2024 at 4:48 pm

    Fansly Leaks Mega Link

  28. Lenaalinna November 28, 2024 at 11:11 pm

    Когда идет совершенствование категории, нельзя сказать что все сделано зря, прогресс иногда вредит, но то чтот идет на благо без вреда другим, такое нужно ” Знакомства
    ” Благодарим за участие, внимание к деталям и что зашли на наш сайт и нашли то, что вам нужно .”

  29. Mega Link Store November 30, 2024 at 3:10 am

    Hot 4 Lexi OnlyFans Mega Link Download ( Visit https://archiver.fans )

  30. GG With The WAP Only Fans Leaks November 30, 2024 at 4:51 am

    Hot 4 Lexi OnlyFans Mega Link Download ( Visit https://archiver.fans )

  31. Updated Only Fans Leaks November 30, 2024 at 2:32 pm

    Lexi 2 Legit OnlyFans Mega Link Download

  32. Mulan Hernandez Only Fans Leaks November 30, 2024 at 3:40 pm

    Im xXx Dark OnlyFans Mega Link Download ( Visit https://archiver.fans )

  33. Caaart Only Fans Leaks December 1, 2024 at 4:21 am

    Buy Only Fans Leaks ( Visit https://archiver.fans )

  34. Fansly Leaks Mega Link December 1, 2024 at 6:56 am

    Lexi 2 Legit OnlyFans Mega Link Download

  35. AlfredSmomo December 1, 2024 at 11:28 am

    We provide reliable and proven equipment that will help you successfully complete any construction project.

  36. Black Ass Jenny Only Fans Leaks December 1, 2024 at 6:57 pm

    TheRealRebeccaJ OnlyFans Mega Link Download

  37. Corinna Kopf Only Fans Leaks December 1, 2024 at 7:35 pm

    Ima Cri Baby OnlyFans Mega Link Download ( Visit https://archiver.fans )

  38. Only Fans Leaks Mega Folders December 2, 2024 at 9:04 am

    Updated Only Fans Leaks ( Visit https://archiver.fans )

  39. Lazernoe_rmkn December 2, 2024 at 9:26 am

    Привет всем!
    Недавно решил удалить папилломы и выбрал для этого лазер.
    Было много сомнений, но отзывы о лазере были очень хорошие, поэтому решился попробовать.
    Само удаление заняло буквально несколько минут.
    Не скажу, что вообще ничего не чувствовал, но это точно не боль.
    Ожидал, что останется хоть какой-то след, но ничего не осталось.
    Процедура была недавно, но уже могу сказать, что результат отличный.
    Изучал различные методы удаления, и лазер показался мне самым безопасным — теперь уверен в этом.
    Кто-нибудь знает, нужно ли делать повторные процедуры, чтобы избежать рецидивов?
    Может, кто-то знает, что помогает быстрее восстановить кожу после удаления папиллом?
    Буду рад услышать ваше мнение и опыт!
    Быстрое удаление папиллом лазером https://laserwartremoval.ru .

  40. Mega Link Store December 2, 2024 at 11:11 am

    Only Fans Leaks Free Download

  41. GG With The WAP Only Fans Leaks December 2, 2024 at 5:35 pm

    Updated Only Fans Leaks ( Visit https://archiver.fans )

  42. Buy Only Fans Leaks December 3, 2024 at 12:29 am

    8TB Only Fans Mega ( Visit https://archiver.fans )

  43. Emmanuel Lustin Only Fans Leaks December 3, 2024 at 3:45 am

    TheRealRebeccaJ OnlyFans Mega Link Download

  44. Lexi 2 Legit Only Fans Leaks December 3, 2024 at 5:43 am

    Black Ass Jenny OnlyFans Mega Link Download

  45. Buy Fansly Leaks December 3, 2024 at 8:59 am

    TheRealRebeccaJ OnlyFans Mega Link Download

  46. Mega Link Shop December 4, 2024 at 4:02 am

    Updated Only Fans Leaks ( Visit https://archiver.fans )

  47. Daalischus Rose Only Fans Leaks December 4, 2024 at 4:45 am

    Rebecca J OnlyFans Mega Link Download ( Visit https://archiver.fans )

  48. Mikaila Dancer Only Fans Leaks December 4, 2024 at 1:10 pm

    Buy Leaked Content ( Visit https://archiver.fans )

  49. Ima Cri Baby Only Fans Leaks December 4, 2024 at 6:13 pm

    North Natt OnlyFans Mega Link Download

  50. Buy Fansly Leaks December 4, 2024 at 7:59 pm

    Caaart OnlyFans Mega Link Download

  51. GG With The WAP Only Fans Leaks December 4, 2024 at 9:03 pm

    Only Fans Leaks Mega Folders

  52. Rebecca J Only Fans Leaks December 5, 2024 at 2:10 am

    Corinna Kopf OnlyFans Mega Link Download ( Visit https://archiver.fans )

  53. Only Fans Leaks Updates December 5, 2024 at 10:24 pm

    Leah Mifsud OnlyFans Mega Link Download ( Visit https://archiver.fans )

  54. Hot 4 Lexi Only Fans Leaks December 5, 2024 at 11:39 pm

    Mikaila Dancer OnlyFans Mega Link Download

  55. Buy Fansly Leaks December 6, 2024 at 5:39 am

    Barely Legal Lexi OnlyFans Mega Link Download

  56. Taylor Hall Only Fans Leaks December 6, 2024 at 5:50 am

    Barely Legal Lexi OnlyFans Mega Link Download

  57. Its Lunar Liv Only Fans Leaks December 8, 2024 at 3:00 am

    Fansly Leaks Mega Link

  58. Daalischus Rose Only Fans Leaks December 8, 2024 at 4:10 am

    Fansly Leaks Mega Link

  59. Only Fans Leaks Free Download December 8, 2024 at 5:51 am

    Mega Link Shop ( Visit https://archiver.fans )

  60. Lexi 2 Legit Only Fans Leaks December 8, 2024 at 5:55 am

    Caaart OnlyFans Mega Link Download

  61. GG With The WAP Only Fans Leaks December 8, 2024 at 4:02 pm

    Bulma XO OnlyFans Mega Link Download

  62. Rubi Rose Only Fans Leaks December 8, 2024 at 5:31 pm

    Only Fans Leaks Mega Folders

  63. Lexi 2 Legit Only Fans Leaks December 8, 2024 at 5:38 pm

    Only Fans Leaks Updates

  64. Im xXx Dark Only Fans Leaks December 8, 2024 at 8:18 pm

    Mikaila Dancer OnlyFans Mega Link Download

  65. Ima Cri Baby Only Fans Leaks December 9, 2024 at 1:10 am

    Mulan Hernandez OnlyFans Mega Link Download ( Visit https://archiver.fans )

  66. GG With The WAP Only Fans Leaks December 9, 2024 at 1:29 am

    North Natt OnlyFans Mega Link Download

  67. Rubi Rose Only Fans Leaks December 9, 2024 at 5:31 am

    North Natt OnlyFans Mega Link Download

  68. Mikaila Dancer Only Fans Leaks December 9, 2024 at 6:25 pm

    10TB Only Fans Mega ( Visit https://archiver.fans )

  69. Ima Cri Baby Only Fans Leaks December 9, 2024 at 6:57 pm

    Mega Link Store

  70. Mega Link Shop December 11, 2024 at 5:55 am

    Only Fans Leaks Mega Folders

  71. North Natt Only Fans Leaks December 11, 2024 at 12:53 pm

    Buy Only Fans Leaks ( Visit https://archiver.fans )

  72. Buy Leaked Only Fans December 11, 2024 at 2:15 pm

    North Natt OnlyFans Mega Link Download

  73. Only Fans Leaks Free Download December 11, 2024 at 3:32 pm

    8TB Only Fans Mega ( Visit https://archiver.fans )

  74. Updated Only Fans Leaks December 12, 2024 at 3:04 am

    Im xXx Dark OnlyFans Mega Link Download ( Visit https://archiver.fans )

  75. Crii Baby RiRi Only Fans Leaks December 12, 2024 at 8:17 am

    Rubi Rose OnlyFans Mega Link Download

  76. Fansly Leaks Mega Link December 12, 2024 at 1:11 pm

    Corinna Kopf OnlyFans Mega Link Download ( Visit https://archiver.fans )

  77. AlfredSmomo December 12, 2024 at 2:18 pm

    Make sure that your projects are implemented at the highest level, thanks to our excavators adapted to solve any tasks.

  78. Buy Leaked Only Fans December 12, 2024 at 7:30 pm

    Caaart OnlyFans Mega Link Download

  79. Leah Mifsud Only Fans Leaks December 12, 2024 at 10:52 pm

    Only Fans Leaks Updates

  80. Taylor Hall Only Fans Leaks December 13, 2024 at 12:53 am

    Fansly Leaks Mega Link

  81. Online_kwSn December 13, 2024 at 5:36 am

    Advantages of attending an online school in Washington,
    Understanding the structure of online schools in Washington,
    Strategies for thriving in online schools in Washington,
    Comparing online schools in Washington,
    Key features of online schools in Washington,
    Financial aspects of online schools in Washington,
    Identifying quality online schools in Washington,
    Obstacles to overcome in online schools in Washington,
    Support services available at online schools in Washington,
    Job prospects for online school graduates in Washington,
    Training courses available at online schools in Washington,
    Convenient class times at online schools in Washington,
    Networking opportunities at online schools in Washington,
    In-depth programs at online schools in Washington,
    Trends in online schooling in Washington,
    Hardware and software needed for online schools in Washington,
    Feedback from graduates of online schools in Washington,
    How to enroll in online schools in Washington,
    Advantages of online education for working professionals in Washington
    Online Schools in Washington http://www.onlineschoolwa2.com/ .

  82. 8TB Only Fans Mega December 13, 2024 at 11:16 am

    Buy Mega Links ( Visit https://archiver.fans )

  83. Jenise Hart Only Fans Leaks December 13, 2024 at 12:13 pm

    Buy Mega Links ( Visit https://archiver.fans )

  84. Corinna Kopf Only Fans Leaks December 13, 2024 at 3:51 pm

    Buy Fansly Leaks ( Visit https://archiver.fans )

  85. Black Ass Jenny Only Fans Leaks December 15, 2024 at 7:59 am

    Its Lunar Liv OnlyFans Mega Link Download

  86. Buy Only Fans Leaks December 15, 2024 at 11:45 am

    Daalischus Rose OnlyFans Mega Link Download

  87. Free Only Fans Leaks December 15, 2024 at 11:04 pm

    Lexi 2 Legit OnlyFans Mega Link Download

  88. Daalischus Rose Only Fans Leaks December 16, 2024 at 1:51 am

    Buy Leaked Only Fans ( Visit https://archiver.fans )

  89. Its Lunar Liv Only Fans Leaks December 16, 2024 at 8:03 am

    Yasmine Lopez OnlyFans Mega Link Download ( Visit https://archiver.fans )

  90. Crii Baby RiRi Only Fans Leaks December 16, 2024 at 8:23 am

    Emmanuel Lustin OnlyFans Mega Link Download ( Visit https://archiver.fans )

  91. Online_tcPr December 17, 2024 at 11:54 am

    Find the perfect online school in Oklahoma, all in one place.
    Learn about the benefits of attending an online school in Oklahoma.
    Find the right online school for you in Oklahoma.
    Read reviews from students at online schools in Oklahoma.
    Online Schools in Oklahoma https://www.onlineschoolok8.com/ .

  92. Gina WAP Only Fans Leaks December 18, 2024 at 7:35 am

    Buy Fansly Leaks ( Visit https://archiver.fans )

  93. Corinna Kopf Only Fans Leaks December 18, 2024 at 7:35 am

    Only Fans Leaks Updates

  94. Hola Bulma Only Fans Leaks December 18, 2024 at 10:42 am

    Free Only Fans Leaks ( Visit https://archiver.fans )

  95. Emmanuel Lustin Only Fans Leaks December 18, 2024 at 10:42 am

    10TB Only Fans Mega ( Visit https://archiver.fans )

  96. Its Lunar Liv Only Fans Leaks December 19, 2024 at 9:31 am

    Bulma XO OnlyFans Mega Link Download

  97. Updated Only Fans Leaks December 19, 2024 at 11:56 am

    Ima Cri Baby OnlyFans Mega Link Download ( Visit https://archiver.fans )

  98. Mega Link Shop December 19, 2024 at 4:56 pm

    Barely Legal Lexi OnlyFans Mega Link Download

  99. Online_bcSa December 19, 2024 at 7:57 pm

    Top-Rated Online Schools in Kentucky, Discover Your Future, Top-Rated Accredited Online Schools in Kentucky, Quality Education at Your Fingertips, Pros and Cons of Online Education in Kentucky, Cost-Effective Online Schools in Kentucky, Online High Schools in Kentucky, Online Middle Schools in Kentucky, Online Elementary Schools in Kentucky, Build a Strong Foundation, A Closer Look at the Process
    Online Schools in Kentucky https://onlineschoolky1.com/ .

  100. GinaWAP Only Fans Leaks December 19, 2024 at 9:53 pm

    GGWithTheWAP Leaks ( https://urbancrocspot.org/gina-wap-gg-with-the-wap-only-fans-mega-link-9gb/ )

  101. KorinaKova December 20, 2024 at 12:36 am

    JusATeasee Naomi OnlyFans Leaks Mega Folder Link Download

  102. BombshellMint December 20, 2024 at 1:24 am

    The Real Bombshell Mint ( https://urbancrocspot.org/the-real-bombshell-mint-only-fans-mega-link/ )

  103. Online_vwma December 20, 2024 at 2:51 am

    Find the top online schools in Wisconsin, with in-depth analysis.
    Register for a respected online school in Wisconsin, to kickstart your learning experience.
    Learn from the comfort of your own home in Wisconsin, with customizable schedules and individualized assistance.
    Improve your professional options with an online certificate in Wisconsin, from recognized online institutions in Wisconsin.
    Achieve your academic goals with an online school in Wisconsin, customized to match your preferences and availability.
    Connect with fellow students in virtual classrooms in Wisconsin, and build a strong network for your future.
    Access resources and materials online for your courses in Wisconsin, to prosper in your remote studying and flourish in your cyber university.
    Online Schools in Wisconsin http://onlineschoolwi6.com .

  104. TheThroatBully December 20, 2024 at 4:15 am

    I Am Queen Jaii OnlyFans Leaks Mega Folder Link Download ( https://UrbanCrocSpot.org )

  105. GGWithTheWAP Only Fans Leaks December 20, 2024 at 4:24 am

    GGWithTheWAP Leaks ( https://urbancrocspot.org/gina-wap-gg-with-the-wap-only-fans-mega-link-9gb/ )

  106. Bombshell Mint OnlyFans Leaks December 20, 2024 at 5:09 am

    Tytiania Sargent Porn ( https://UrbanCrocSpot.org/shop )

  107. Tytiania Sargent Nude Leaks December 20, 2024 at 3:26 pm

    Tytiania Sargent OnlyFans Leaks ( https://urbancrocspot.org/the-real-bombshell-mint-only-fans-mega-link/ )

  108. Cinnabus December 20, 2024 at 6:41 pm

    Sammy02kVIP OnlyFans Leaks Mega Folder Link Download ( https://CrocSpot.Fun )

  109. GGWithTheWAP Only Fans PPVs December 20, 2024 at 9:04 pm

    GinaWAP Only Fans PPVS Download https://urbancrocspot.org/tag/gg-with-the-wap/

  110. GGWithTheWAP Leaks December 21, 2024 at 3:51 am

    GinaWAP Only Fans PPVS Download https://urbancrocspot.org/tag/gg-with-the-wap/

  111. JaeXGalore BrattyJaeX December 21, 2024 at 6:40 am

    NamiSwanBB NamiBBSwan OnlyFans Leaks Mega Folder Link Download ( https://UrbanCrocSpot.org )

  112. The Real Bombshell Mint Only Fans Leaks December 21, 2024 at 7:46 am

    The Real Bombshell Mint Only Fans Leaks ( https://UrbanCrocSpot.org/ )

  113. FireViolet December 21, 2024 at 10:10 am

    Codename Jas OnlyFans Leaks Mega Folder Link Download

  114. GGWithDaWAP Only Fans Leaks December 21, 2024 at 12:09 pm

    GinaWAP Only Fans Leaks ( https://urbancrocspot.org/gina-wap-gg-with-the-wap-only-fans-mega-link-9gb/ )

  115. GinaWAP Only Fans PPVS Download December 21, 2024 at 11:25 pm

    GinaWAP Free Only Fans https://urbancrocspot.org/tag/gg-with-the-wap/

  116. Tytiania Sargent OnlyFans Leaks December 22, 2024 at 12:09 am

    The Real Bombshell Mint ( https://urbancrocspot.org/the-real-bombshell-mint-only-fans-mega-link/ )

  117. FireViolet December 22, 2024 at 1:53 am

    Arabelle Raphael OnlyFans Leaks Mega Folder Link Download

  118. GinaWAP Only Fans Leaks December 22, 2024 at 4:49 am

    GinaWAP Mega Folder Link https://urbancrocspot.org/product-tag/gg-with-the-wap/

  119. GGWithTheWAP Only Fans Leaks December 22, 2024 at 5:50 am

    GGWithDaWAP Only Fans Leaks https://urbancrocspot.org/tag/gg-with-the-wap/

  120. Alexis Texas December 22, 2024 at 6:41 am

    WavyTing OnlyFans Leaks Mega Folder Link Download ( https://UrbanCrocSpot.org )

  121. Tytiania Sargent Naked Only Fans December 22, 2024 at 8:19 am

    Tytiania Sargent Nude Leaks ( https://UrbanCrocSpot.org/ )

  122. Online_qgml December 22, 2024 at 8:41 am

    Find the best online schools in Missouri, offering quality programs.
    Enroll in an accredited online school in Missouri, that fits your schedule and budget.
    Interested in pursuing online education in Missouri?, Check out our comprehensive list.
    Obtain a quality education online in Missouri, with cutting-edge technology.
    What are the benefits of online education in Missouri?, Learn about the opportunities available.
    Join a supportive online community in Missouri, and expand your network.
    Access the digital library of online educational institutions in Missouri, to enhance your studies.
    Online Schools in Missouri Online Schools in Missouri .

  123. Sage Dovina December 22, 2024 at 2:49 pm

    Missus Blu OnlyFans Leaks Mega Folder Link Download

  124. Tytiania Sargent OnlyFans Leaks December 22, 2024 at 2:50 pm

    Tytiania Sargent Naked Only Fans ( https://UrbanCrocSpot.org/shop )

  125. SazonDePuertoRicoINC December 23, 2024 at 2:22 am

    LexiDollxXx OnlyFans Leaks Mega Folder Link Download ( https://UrbanCrocSpot.org )

  126. BombshellMint OnlyFans PPVs December 23, 2024 at 6:52 am

    Tytiania Sargent Porn ( https://UrbanCrocSpot.org/shop )

  127. GGWithTheWAP Leaks December 23, 2024 at 7:05 am

    GGWithTheWAP Mega Folder Download ( https://urbancrocspot.org/gina-wap-gg-with-the-wap-only-fans-mega-link-9gb/ )

  128. Online_woot December 23, 2024 at 7:59 am

    Discover the Best Online Schools in New Mexico, Take Your Education to the Next Level with Online Schools in New Mexico, Join the Future of Education with Online Schools in New Mexico, Transform Your Learning Experience with Online Schools in New Mexico, Get Ahead with Online Schools in New Mexico, Join the Online Learning Community in New Mexico, Start Your Online Education Journey in New Mexico, Discover the Benefits of Online Schools in New Mexico, Transform Your Education with Online Schools in New Mexico, Discover the Advantages of Online Schools in New Mexico
    Online Schools in New Mexico https://www.onlineschoolnm3.com/ .

  129. ArkansasBabe112 December 23, 2024 at 8:42 am

    PrettyFaceSZN2.0 Naomi Nash OnlyFans Leaks Mega Folder Link Download ( https://UrbanCrocSpot.org )

  130. Bombshell Mint OnlyFans Leaks December 23, 2024 at 11:16 am

    The Real Bombshell Mint Only Fans Leaks ( https://UrbanCrocSpot.org/ )

  131. GinaWAP Free Only Fans December 23, 2024 at 9:54 pm

    GinaWAP Only Fans Leaks ( https://urbancrocspot.org/gina-wap-gg-with-the-wap-only-fans-mega-link-9gb/ )

  132. Online_zvkn December 25, 2024 at 12:01 am

    Explore the best online schools in Utah, from the comfort of your home.
    Enroll in a reputable online school in Utah, to kickstart your academic career.
    Earn your diploma remotely in Utah, with convenient classes and top-notch professors.
    Engage in discussions with peers in online schools in Utah, and build your network for the future.
    Participate in hands-on activities in online schools in Utah, to make learning fun and engaging.
    Benefit from academic guidance in Utah online schools, to ensure your success and progress.
    Choose from a variety of programs in online schools in Utah, that suit your future plans.
    Elevate your skills with Utah online schools, for a successful and fulfilling career.
    Online Schools in Utah http://onlineschoolut6.com .

  133. Online_wjEt December 25, 2024 at 6:24 pm

    Explore the top-ranked online schools in Illinois, browse through the list of online schools.
    Achieve your educational goals with an online program in Illinois.
    Flexible schedules and convenient online classes.
    Begin your online schooling adventure now.
    Online courses for every interest and career path.
    Accredited online schools in Illinois.
    Affordable online education options in Illinois.
    Successful online graduates in Illinois.
    Advance your career with an online degree in Illinois.
    Connect with like-minded individuals in online programs in Illinois.
    Online Schools in Illinois http://www.onlineschoolil20.com .

Leave a Reply

Your email address will not be published. Required fields are marked *