Home - Advanced and Predictive Analytics Network in Local Government
Welcome to APAN
Responding to the increasing use of predictive analytics within councils, the LGA has created a new online network for practitioners, bringing together practical help, support and an area for discussion on the use of advanced and predictive analytics into one place.
The Advanced & Predictive Analytics Network in Local Government (APAN) provides a network for local government data analysts and other invited experts to discuss, share and consider the opportunities, benefits and risks of using advanced analysis and predictive analytics in local government settings.
This is an interactive space where councils can share learning and support one another in a rapidly evolving area of innovation.
In time, we hope for the network to feature a range of discussions on the potential for data use to aid policy decisions and provide evidence for interventions. The network priorities will be determined by our users of this service. It will give councils an opportunity to showcase their use of projects, offer the evidence for their decisions, as well as share the systems and algorithms deployed for wider transparency, sharing and scrutiny.
We set out more detail about the partner organisations we are working with and the features in this network and how to use them in the "about pages" link.
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Mark Williams added a new Resources.01 Jun 2026 - 07:54Royal Borough of Kingston upon Thames have kindly shared a presentation they delivered to staff on the benefits of address data. Many thanks to Marshall Keene who is the application lead at... See morelikes 0Comments 0 Comments
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Robert Steele likes this.
Mark Williams added a new Resources.27 Apr 2026 - 14:17Guidance and policy for government departments on how to identify, own and maintain the quality of critical data assets. https://www.gov.uk/government/collections/data-asset-management-in-governmentlikes 1Comments 0 Comments -
Mark Williams added a new Resources.27 Apr 2026 - 14:17Guidance and policy for government departments on how to identify, own and maintain the quality of critical data assets. https://www.gov.uk/government/collections/data-asset-management-in-governmentlikes 1Comments 0 Comments
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Matt Lemmens likes this.
Mark Williams added a new Resources.09 Mar 2026 - 11:49GDS have shared their securing personal data across government 10 principles and guide. https://dataingovernment.blog.gov.uk/2026/02/27/securing-personal-data-across-government/likes 1Comments 0 Comments -
Mark Williams added a new Resources.09 Mar 2026 - 11:49GDS have shared their securing personal data across government 10 principles and guide. https://dataingovernment.blog.gov.uk/2026/02/27/securing-personal-data-across-government/likes 1Comments 0 Comments
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Mark Williams added a new Resources.27 Feb 2026 - 13:04The Local Government Reorganisation (LGR) Digital and Cyber Playbook brings together practical guidance, tools, case studies and templates to help councils plan and deliver the digital, data,... See morelikes 0Comments 0 Comments
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Kate Cooper added a new Resources.24 Feb 2026 - 10:54Part 5 of the Data (Use and Access) Act 2025 came into force on 5 February 2026 and introduces several changes to UK data protection law. This explainer from the LGA provides a high-level... See morelikes 0Comments 0 Comments
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Mark Williams added a new Resources.12 Feb 2026 - 11:46How to develop a data strategy, the value of developing a strategy and how to land organisational buy-in. Including speakers from Essex County Council and North Yorkshire Council.... See morelikes 0Comments 0 Comments
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Mark Williams added a new Resources.23 Jan 2026 - 13:22The ICO have produced a guide for the Data Use and Access Act 2025 (DUAA) about what it means for organisations.... See morelikes 0Comments 0 Comments
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Michelle Pickford added a new Resources.23 Jan 2026 - 10:10The LG Inform online training page offers a range of training sessions designed to help users understand and use the LG Inform and LG Inform Plus systems effectively. These sessions are quick,... See morelikes 0Comments 0 Comments
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Michelle Pickford added a new Resources.23 Jan 2026 - 10:08The NIHR (National Institute for Health and Care Research) Research Career Funding Programmes resource provides essential information on various funding opportunities for individuals pursuing... See morelikes 0Comments 0 Comments
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Michelle Pickford added a new Resources.23 Jan 2026 - 10:06The framework from the LGA is designed to support heads of key council services to identify and articulate the cyber, digital, data, and technology (CDDAT) skills needed to effectively execute the... See morelikes 0Comments 0 Comments
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Michelle Pickford added a new Resources.23 Jan 2026 - 09:54The UK GDPR Guidance and Resources page by the Information Commissioner's Office (ICO) provides comprehensive information and tools to help organisations comply with the UK General Data Protection... See morelikes 0Comments 0 Comments
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Michelle Pickford added a new Resources.23 Jan 2026 - 09:51This resource from the Information Commissioner's Office (ICO) offers a detailed guide to the Re-use of Public Sector Information (RPSI). It outlines the responsibilities of public sector... See morelikes 0Comments 0 Comments
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Michelle Pickford added a new Resources.23 Jan 2026 - 09:40This resource from the Information Commissioner's Office (ICO) offers guidance and resources for organisations on complying with the Freedom of Information (FOI) Act. It addresses various aspects... See morelikes 0Comments 0 Comments
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Michelle Pickford edited a Resources.23 Jan 2026 - 09:37The Cyber Unpacked resource from the Local Government Association (LGA) offers a series of concise explainer videos aimed at helping local government officers and councillors grasp essential... See morelikes 0Comments 0 Comments
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Michelle Pickford added a new Resources.23 Jan 2026 - 09:37The Cyber Unpacked resource from the Local Government Association (LGA) offers a series of concise explainer videos aimed at helping local government officers and councillors grasp essential... See morelikes 0Comments 0 Comments
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Michelle Pickford added a new Resources.23 Jan 2026 - 09:32Open Referral UK is an open data standard that provides a consistent way to publish and describe information. This makes it easier for people to find what they need and supports connected local... See morelikes 0Comments 0 Comments
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Marianne Lewis and one other person like this.
Mark Williams added a new Resources.06 Jan 2026 - 08:51This guide provides councils in England with questions to help them comply with the Public Sector Equality Duty (PSED) and data protection law when procuring artificial intelligence (AI) based... See morelikes 2Comments 0 Comments -
Michelle Pickford added a new Resources.23 Jan 2026 - 09:01A comprehensive library of smart city use cases, showcasing innovative solutions implemented by local governments across London. It provides detailed examples of how technology is being used to... See morelikes 0Comments 0 Comments
How to join
Anyone may view the advanced and predictive analytics resources section .
The network's real work takes place with the interactions and discussions between its members in the discussion section (which requires users to be logged in). If you wish to participate in discussions, other activities or with information you would like to share by uploading into the resources section, then please join the network. Membership is free and open to any local government officials. You require to log in using the button at the top right of this screen.
Not signed up yet? This hub is hosted by Local Government's Knowledge Hub. You have to be registered and can sign up via Knowledge Hub here.
Requests to join are automatically accepted from those with a local government email address. Requests to join from other parties will be reviewed on a case-by-case basis as wider membership is by invitation only and is based upon expertise and responsibilities to Local Government.

