AndreaBozzo/ceres-open-data-index huggingface dataset:
Cultural Infrastructure Map 2024

London’s first Cultural Infrastructure Map brings together new research and information that has previously not existed in one place. It plots the location of cultural infrastructure and enables the user to view it alongside useful contextual data.This page contains cultural infrastructure data sets collected from summer 2024 to summer 2025 and published in 2024 and 2025. Data sets are uploaded as they become available over this period. Audits of facilities or infrastructure are a snapshot in time and based on best available information. We welcome contributions or updates to the datasets from Londoners and others which can be submitted through the Cultural Infrastructure Map . Data and analysis from GLA GIS Team form a basis for the policy and investment decisions facing the Mayor of London and the GLA group. GLA Intelligence uses a wide range of information and data sourced from third party suppliers within its analysis and reports. GLA Intelligence cannot be held responsible for the accuracy or timeliness of this information and data. The GLA will not be liable for any losses suffered or liabilities incurred by a party as a result of that party relying in any way on the information contained in this report. Contains OS data © Crown copyright and database rights 2024. NOTE: The data is based on Ordnance Survey mapping and the data is published under Ordnance Survey’s ‘presumption to publish’. NOTE: To access the data from previous cultural infrastructure audits, please visit: https://data.london.gov.uk/dataset/cultural-infrastructure-map

Organization: Greater London Authority
Employment Rates by Ethnicity

Employment Rate by broad ethnic groups - Indian, Bangladeshi/Pakistani, Black, Mixed, White and Other; and BAME total for each year since 2004.The data are taken from the Annual Population Survey (APS), produced by the Office for National Statistics.

Tags: age, borough-economic, economic-activity, economic-inactivity, employment-status, ethnic-group, gender, group, unemployment, young
Organization: Greater London Authority
Community Outreach Programme Evaluation 2023-24

ICF Consulting Services Ltd were commissioned to undertake an Evaluation of The Community Outreach Programme. The evaluation aims to assess the outcomes and impacts of The Community Outreach Programme for the 2023-24 period. The Community Outreach Programme was designed to enhance adult education and skills provision in London, focusing on underserved communities. The programme funded 28 community organisations with an annual turnover of less than £500,000 to deliver various activities that engage and support Londoners into adult education. The turnover threshold was specifically intended to encourage smaller community organisations to apply. The programme ran between October 2023 and August 2024. Furthermore, the Programme was partly funded by London Multiply to ensure programme activity had a numeracy focus to help reduce negative perceptions and support Londoners to access numeracy provision.The report includes recommendations for future rounds of The Community Outreach Programme and highlights key findings for the GLA to consider. The Mayor/GLA welcomed the key findings from the 2023-24 Community Outreach Programme Evaluation report and have provided a response to 5 key areas for attention in separate paper.

Organization: Greater London Authority
Housing and Health

Description This data companion pack is a resource intended to frame and be read alongside the linked Evidence Review: Housing and Health Inequalities in London (available on the Institute of Health Equity website) . The resource provides intelligence and context on the housing and health inequalities in London only, while the accompanying rapid review of evidence for interventions contains the recommendations for action.​ This pack is intended to provide a high-level overview of the best available data on housing in London and the key housing-related health inequalities issues faced by Londoners, in correlation with the IHE Evidence Review: Housing and Health Inequalities in London.​ This pack identifies how certain groups in the population are at greatest risk of housing-related health inequalities, as well as noting gaps in available data for particularly excluded groups. The pack provides a platform for partnership work on housing-related health inequalities across London, including providing an overview of key issues, and identifying key gaps in intelligence that would help improve understanding of housing-related inequalities across the capital. ​ Audience It will be useful for health leaders, analysts, officers, and policy makers from local and regional government, integrated care systems, and more, to address ​housing-related health inequalities by - Advocating for the need for action to address housing inequalities, given impacts on health and health inequalities ​ Framing the context for the interventions highlighted in the linked rapid review of interventions​ Engaging communities ​ ​Development of this resource The Institute of Health Equity (IHE), Greater London Authority (GLA) Health, GLA City Intelligence Unit, Office for Health Improvement and Disparities London (OHID), Association of Directors of Public Health London (ADPH), and NHSE have collaboratively produced this report, as part of the Building the Evidence (BTE) programme of work The sources of data available and topics included have been identified from existing published data, working in partnership through iterative discussion The resource is provided in PDF and PowerPoint format to support colleagues in their work to There is no current plan for periodic updates of this resource, though this will be discussed on completion of this programme of work Other useful resources: The Integrated Care Systems (ICS) Housing Profile is a resource that aims to support people working in ICSs and ICBs to understand, and work jointly with partners to mitigate and tackle the key housing-related issues that drive poor health in London.

Tags: Homelessness, Housing, health, housing, inequalities, overcrowding, overheating, population, private rented sector, social housing
Organization: Greater London Authority
GLA Adult Education Budget

From 1 August 2019, the Secretary of State for Education delegated responsibility for the commissioning, delivery, and management of London’s Adult Education Budget (AEB) to the Mayor of London.In early 2020, the AEB Mayoral Board agreed that AEB programme data should be published following the Department for Education’s Further Education and Skills data publication and in line with the UK Code of Practice for Official Statistics (which the Greater London Authority has signed up to on a voluntary basis). This GLA AEB data publication provides information on adult (aged 19+) GLA-funded Further Education, comprising Education and training and Community learning (excluding apprenticeships, traineeships, advanced learner loans, the offender learning and skills service, and education and training services funded by the Education and Skills Funding Agency). Note that in August 2024, the AEB changed to the Adult Skills Fund (ASF). As a result, it is not possible to directly compare ASF data with participation and enrolment from previous years under the AEB. The most recent ASF data releases are available here: GLA Adult Skills Fund - London Datastore Wherever in-year data is used, it presents provisional, reported to date figures. These are updated in subsequent data returns, and should not be considered the final record of provision in that time period.

Tags: Skills and Employment
Organization: Greater London Authority
OPDC's Grants Data

OPDC is a Mayoral Development Corporation, established by the Mayor of London with a statutory objective to secure the regeneration of our area, which spans across three London boroughs – Ealing, Brent and Hammersmith & Fulham. Our area includes the vast Park Royal industrial estate, the Old Oak development area around the new High Speed 2 Old Oak Common interchange, and the protected 67 hectares of parkland at Wormwood Scrubs.

Organization: Greater London Authority
Public Transport Journeys by Type of Transport

Number of journeys on the public transport network by TFL reporting period, by type of transport. Data is broken down by bus, underground, DLR, tram, Overground and cable car.Period lengths are different in periods 1 and 13, and the data is not adjusted to account for that.Docklands Light Railway journeys are based on automatic passenger counts at stations.Overground and Tram journeys are based on automatic on-carriage passenger counts.Reliable Overground journey numbers have only been available since October 2010.The IFS cloud cable car service began 28 June 2012. Weekly passenger statistics are available from the TFL website.

Tags: Waltham Forest, Wandsworth, Westminster, buses, cable-car, greenwich, journeys, london, network, newham, passengers, transport, travel, tube
Organization: Greater London Authority
Violence Reduction Unit

The Royal Docks Team is a multi-disciplinary team that brings together officers from across the Greater London Authority, the London Borough of Newham and the London Economic Action Partnership. Home to London’s only Enterprise Zone, the Royal Docks is one of the most significant regeneration projects in the UK. The team was established in 2017 to help deliver the cohesive transformation of the Royal Docks into a vibrant, mixed-use destination with culture and community at its heart at Wormwood Scrubs.

Organization: Greater London Authority
LFB financial and performance reporting 2022/23

As part of budget guidance, the Mayor asks that the LFB (London Fire Commissioner) publish financial and performance monitoring. The aim is that this information is available on our external website within 25 working days after each quarter end. The London Fire Commissioner is the fire and rescue authority for London, and the LFC runs the London Fire Brigade.

Tags: KPIs, budget, finance, london fire brigade, london fire commissioner, performance
Organization: Greater London Authority
London's diverse population

A number of characteristics of individuals are protected under the 2010 Equality Act, in order to limit the discrimination and disadvantage of groups with one or several shared characteristics. This table brings together a range of sources to present estimates of London's population by gender, age, ethnicity, religion, disability status, country of birth and sexual identity. It also shows population breakdowns for subgroups in each of these categories by broad age group and ethnicity.The socio-economic position of individuals is not a protected characteristic, but is nonetheless an important factor affecting outcomes. The table therefore also includes social class.The latest update showcases London's population as in 2023.

Organization: Greater London Authority
Good Work for All programme deep dive

In 2021, in the midst of a pandemic, which had profound and often tragic impact on the lives of Londoners, the Greater London Authority (GLA), launched Good Work for All (GWfA) programme to prioritise training, education, and employability support that enabled Londoners to gain relevant skills, retrain, and move into good work in sectors key to London’s recovery.The GLA have completed a deep dive of GWfA, which highlights the following: Learner Participation: This programme benefited more than 20,000 Londoners, who studied more than 27,000 learning aims. Increased Job Quality: 53% of enrolments were in priority sectors with long-term economic growth and job creation potential. 49% of learners had a positive economic outcome. Skills Development: The programme has successfully upskilled many individuals, enhancing their employability and opening doors to new career opportunities. Diverse Representation: Our efforts to promote diversity in hiring practices have led to a more inclusive workforce, reflecting the communities we serve. In 2022/23, 64% of GWfA learners were from a Black, Asian or Minority Ethnic background.

Tags: Skills and Employment, employment
Organization: Greater London Authority
Statistical GIS Boundary Files for London

The Zip folder contains a range of key GIS boundary files for ESRI and Map Info covering Greater London.The folder includes:- Output Area (OA) 2011,- Lower Super Output Area (LSOA) 2004 and 2011,- Middle Super Output Area (MSOA) 2004 and 2011,- London Wards (two files: City of London merged into single area and split into seperate wards). There are separate download file for 2014 & 2018 boundaries.- London Boroughs- Greater London boundary Note: The OA to MSOA boundaries have been generalised to reduce file size/loading time.On maps created using these boundaries the copyright must be stated. This is: "Contains National Statistics data © Crown copyright and database right [2015]" and "Contains Ordnance Survey data © Crown copyright and database right [2015]"For more information about boundary data sharing read these Terms and Conditions of Supply.

Tags: 2001, 2011, areas, boundaries, boundary, census, esri, gis, map, mapinfo, mapping, shape, shapefile, shapefiles
Organization: Greater London Authority
In-work poverty in London

This work looks at in-work poverty in London between 1996 and 2023. It provides an overview of the links between working-age poverty and employment participation at the individual and household levels in the capital. Some key findings include: Poverty has changed. There are now more people in poverty in London who are in a working family than in a workless family. The reverse was true 30 years ago. Insecure forms of work such as part-time work and self-employment are linked to poverty. Ethnic minority workers and those with no educational qualifications are most likely to be working and in poverty. Working families with three or more children have seen their poverty rate increase sharply since the introduction of the two-child benefit cap on Universal Credit. Single parents have a high likelihood of in-work poverty, though the number of people in work and in poverty has also risen sharply among Londoners living as a couple.

Tags: Employment, demographics, family type, in-work poverty, income, poverty, universal credit, work
Organization: Greater London Authority
Labour Market Analysis of London’s Priority Sectors

Overview This page presents a labour market analysis related to the Mayor of London’s priority sectors, as identified in the Local Skills Improvement Plan (LSIP). Each report (found below) explores a different economic sector in detail by bringing together data from a wide range of sources.By offering insights into both current and historical trends, the analysis helps contextualise how each sector is performing, including relative to other industries and regions. These reports serve as a resource for strategic planning and policy-making in London. An FAQ guide has been published alongside these reports to help users navigate their contents. When using this analysis, please be aware of the following: The analysis is not intended to be fully comprehensive or exhaustive. It is a snapshot analysis of key data as it pertains to each sector in London. The data presented here reflects the information available at the time of publication. However, as the dataset relies on external sources, it may be subject to updates or revisions as new information becomes available or corrections are made by the original data providers. Users are encouraged to verify the data periodically for the latest version. Due to limitations in data collection methods or reporting frameworks, some aspects of the dataset may reflect biases or gaps inherent to the original data sources. The analysis does not represent the full body of evidence on which Mayoral Policies are, or will be, based. Outputs should be triangulated with other sources of information and analysis to develop a more rounded statistical and contextualised picture of any specific policy issues.

Tags: Business, Construction, Skills and Employment, apprenticeships, data, demographics, digital, employment, further education, healthcare, higher education, hospitality, job-postings, jobs, labour market, sectors, skills, vacancies
Organization: Greater London Authority
Integrated Care Systems London Housing Profile

The Integrated Care Systems Housing Profile (ICS Housing Profile) is a resource that aims to support people working in ICSs and ICBs to understand, and work jointly with partners to mitigate and tackle the key housing-related issues that drive poor health in London. The ICS Housing Profile presents key housing data for London at sub-regional ICS geography and borough level. The data is presented across the three narrative themes of housing quality, security, and affordability. Whilst those working in ICSs and ICBs will be aware of the broad impacts of housing on health, we hope this resource will help colleagues to better understand the specific housing issues that are driving health inequalities and healthcare usage, in the area they’re working in. ​ For those looking to delve deeper into the data, the accompanying workbooks can be used to find more information on housing trends over time, different geographical breakdowns and alternative metrics. Development of the resource This resource has been produced collaboratively by the Greater London Authority Group Public Health Unit and the City Intelligence Unit. The data included in this report is the most recent available at the time the report was written. The resource is provided in PDF and PowerPoint format to support colleagues in their work. There is no current plan for periodic updates of this resource. The resource includes: ICS Housing Profile (in PDF or PowerPoint format) Housing Profile Data Summary (workbook 1) – this includes more data to explore beyond the figures set out in the profile Housing Profile Figures (workbook 2) – this includes data behind the figures only Other useful resources: The Housing and Health page provides intelligence and context on the housing and health inequalities in London. The Cost of Poor Housing page estimates the annual cost to the NHS of homes in poor condition in London.

Organization: Greater London Authority
MPS Dedicated Ward Officer Abstractions and Strengths

07/07/2026***Please Note: This dataset is currently undergoing redevelopment as part of migration to the Enterprise Data Platform (EDP). As a result, the next expected publication will be on or around 15th July 2026, with data up to the end on June 2026. The regular publication on the 8th of each month should resume in August.***The Dedicated Ward Officer Abstraction dataset contains aggregated data to Team level, showing the number of minutes of abstractions for each team on a per month basis. The following fields are included in the dataset:· Month· BCU· Borough· Borough Code· Team· Abstracted from Duty· Abstraction Type· Abstracted MinutesCounting Rules:All Activity for Dedicated Ward Officers is queried, and within those activities, each activity type is classified as either an Abstraction Activity or a Non Abstraction Activity. The data is then grouped by Month, BCU, Borough, Team and Abstraction type, and the total duration the officers spent on this abstraction type is summed.We describe an abstraction as any activity where the officer is on duty but taking part in activity that is outside of their normal role.27/11/2025An additional column, Ward Codes, has been incorporated into the dataset. These codes are derived from team names and may not precisely align with the exact areas they cover.

Organization: Greater London Authority
Children Who Became or Were Subject to a Child Protection Plan (CPP), Borough

Children and young people who became or were subject of a Child Protection Plan (CPP).Where a child was made the subject of a child protection plan more than once in the year within the same authority, each occasion has been counted.Rates per 10,000 under 18.Includes unborn children.See more on the DfE website. Note: From February 2025, some previously published figures have been adjusted due to revised population estimates. As noted in the source dataset: "Rates per 10,000 children are calculated based on ONS mid-year population estimates for children aged 0 to 17 years. Revised/new population estimates for 2012 to 2022, based on 2021 Census data, were used to calculate revised rates for 2013 to 2023 in this publication."

Tags: children, cpp, protection, social-services
Organization: Greater London Authority
London Building Stock Model 2 (LBSM 2)

The London Building Stock Model v2 provides energy efficiency data for all London homes. This includes information on EPC ratings, heating systems, insulation levels and building fabric.This dataset represents an update of the original London Building Stock Model, and it brings together data from Energy Performance Certificates (EPCs), alongside data from other sources such as the London borough councils and the GLA. For properties that don't have data from an EPC or an alternative source, we’ve generated modelled values for these properties through machine learning. For more information on our methodology, please see this blog post.An interactive map for this data is available here. The data from the London Building Stock Model interactive map has been made available through the data extracts below.The current version of the London Building Stock Model v2 is based on data from October 2024.The data contains Ordnance Survey mapping and the data is published under Ordnance Survey's 'presumption to publish'. © Crown copyright and database rights 2023

Organization: Greater London Authority
Population on Electoral Roll, Borough

Numbers of people on local authority electoral registers.The table shows total number of local government electors includes residential qualifiers and attainers, Peers and European Union citizens. Local government areas are unitary authorities, London boroughs and district councils in England; unitary authorities in Wales; council areas in Scotland and Northern Ireland.This table is derived from data supplied to ONS by Electoral Registration Officers and shows the number of people who on 1 December were registered to vote in the parliamentary and local elections in the UK. The residence qualification requires a person to be normally living at the address on the qualifying date, even if temporarily absent. People having more than one place of residence, such as students, may therefore be included on more than one register.In Northern Ireland, eligibility for registration requires three month's residence within the province. Overseas electors are not resident in the United Kingdom, but must previously have been resident here and included in the electoral register (unless they were too young to register). They are registered in the same parliamentary constituency as before they went abroad. Attainer is the term used to describe a person who attains the age of 18 during the currency of the register, and is entitled to vote at an election held on or after his or her eighteenth birthday.Annual data available on the ONS website.*NOTE: The 2024 data will not be published due to missing figures that do not include LA (Local Authority) statistics - more information can be found on Electoral registration statistics for the UK - Office for National Statistics.*

Tags: attainers, demography, electoral, electorate, electors, population, registers, roll, voting
Organization: Greater London Authority