AndreaBozzo/ceres-open-data-index huggingface dataset:
Royal Docks and Beckton Riverside OAPF

The Royal Docks and Beckton Riverside is designated as an Opportunity Area (OA) in the London Plan and is one of the largest regeneration areas in London. Prepared jointly by the GLA, TfL, London Borough of Newham and the GLA Royal Docks Team, the Royal Docks and Beckton Riverside OAPF (‘the RD+BR OAPF’) provides a planning framework to guide emerging and ongoing development in the area, and sets the context for the proposed extension of the DLR to Thamesmead via Beckton Riverside. The RD+BR OAPF identifies the potential, with transport and connectivity improvements in place, for the OA to provide 38,600 new homes and create 55,800 new jobs. The RD+BR OAPF is guided by the Mayor’s Good Growth objectives and has been informed by engagement with stakeholders and local communities.The documents were signed-off in Mayoral Decision 3081. The Appendix prefix to each document comes from the Mayoral Decision. The main document is Appendix A.

Organization: Greater London Authority
Fires in Greater London - Fire Facts

Our Fire Facts report Fires in Greater London provides the most in depth review of fire data in LFB's 150 year history. The publicly available data (2000 to 2021) is divided into four sections: long term trends, where fires happen, fires in the home and fires in other buildings.The published Fire Facts is available on the LFB website.The underpinning data for the publication for the latest report is available in an Excel file. For data privacy /sensitivity reasons, the data does not include the real incident number so cannot (at present) be joined to other data for incidents available on the London Datastore.

Tags: LFB London Fire Brigade, fires, london fire commissioner
Organization: Greater London Authority
Domestic Migration

The Covid-19 pandemic impacted both domestic and international migration patterns. This briefing is intended to provide a summary of pre-pandemic domestic migration relating to London, to provide a baseline against which new data can be compared. The Office for National Statistics provide annual data on internal migration moves into and out of each local authority in England and Wales, and for this report we used the data for the year ending mid 2020 that were released in June 2021.

Tags: Boroughs, Demography, Employment, Migration, Population
Organization: Greater London Authority
The rising cost of living and its effects on Londoners

This work looks at the spiralling cost of living and the challenges facing Londoners including the rising poverty levels in the capital.The latest update is dated August 2022. The report and public attitudes and behaviour charts (published 1 February 2022) were republished (7 April 2022) to correct a calculation error. This error was due to manual calculation.

Tags: cost of living, cpi, disposable income, employment, fuel poverty, housing costs, income, inequality, inflation, wages
Organization: Greater London Authority
Young People Not in Employment, Education or Training, Borough

Table shows number and proportion of young people aged 16-18 who are not in employment, education or training (NEET). Also in the spreadsheet are figures for those aged 16-24 by region and 'NUTS2/3' areas.These tables now relate to academic age 16-18 which includes some information on those with an actual age of 19 and the information is now calculated on where a young person is resident and not as previously where educated. Therefore, data post Sep 12 cannot be directly compared with data before that.The annual local authority NEET figures provide an estimate, based on average figures for November to January each year.The 2010 data has been taken from the NCCIS database which has been reworked to attribute those in education back to their resident area, which means that this data will not match local CCIS information for this period. This data relies on the original submission containing accurate information about the resident area and should be taken as a guide only.The 16-24 regional data can also be found on the Labour Market Indicators page.Related links: DfE website - NEETS,DfE website - Participation in Education and TrainingMonthly data only available under license from NCCIS This dataset is one of the Greater London Authority's measures of Economic Fairness. Click here to find out more.

Tags: economic-fairness, neet, neets, nuts2, nuts3, young-people, youth
Organization: Greater London Authority
London's Zero Carbon Pathways Tool

London’s Zero Carbon Pathways Tool shows four ways that carbon emissions might be reduced to net zero by 2030.The Tool, developed by Element Energy, accompanies the report “Analysis of a Net Zero 2030 Target for Greater London” also written by Element Energy. This report should be read in conjunction with the tool for an explanation of the assumptions behind the four pathways.In the Tool, energy and carbon results are presented by sector, as well as some sector specific results such as vehicle kilometres for transport and supply by fuel type for district heat. Modelling has been done on a pan-London basis, so borough level results are an estimate only.This Zero Carbon Pathways Tool is an update of an earlier tool published in 2018, which showed pathways to net zero emissions by 2050. This older tool can also be found below.

Organization: Greater London Authority
LAEI 2019 - Borough Air Quality Data for LLAQM

Following the release of the latest London Atmospheric Emissions Inventory (LAEI) 2019, additional data has been produced at Borough level, to assist London boroughs with their LLAQM (London Local Air Quality Management) duties.The data below is based on the NOx, NO2, PM10 and PM2.5 emissions and ground level NOx, NO2 and PM concentrations already published as part of the LAEI 2019. It includes the following datasets, which can be downloaded below: Maps of ground level concentrations across each borough for NOx, NO2, PM2.5 (annual mean), and PM10 (both annual mean and number of daily means over 50µg/m3) for years 2019, 2025 and 2030. Maps are provided as JPG and PDF files, and in two versions: one with an OS base map included (Conc2) and one without it (Conc1). Dashboards of emissions at borough level (tables and graphs) by source type for 2013, 2016, 2019, 2025 and 2030, for NOx, PM10, PM2.5 and CO2 Charts and tables of emissions by source type at borough level for NOx, PM10, PM2.5 and CO2, as reported in the dashboard of emissions. Additionally, a more detailed split of emissions for 2019, 2025 and 2030 is provided in alternative charts. Update 25 04 2023: Emissions and Concentration Maps for forecast years 2025 and 2030 have been added.

Organization: Greater London Authority
LFB Payments over £250 - 2022/23

This dataset is for 2022/23 (April 2022 to March 2023) only. See also: Data for 2021/22 Data for 2020/21 Data for 2019/20 Data for 2018/19 Data for 2017/18 Data for 2016/17 and earlier Payments over £250 made by the London Fire Brigade* as part of the government and Mayor of London's transparency agenda.The Local Government Transparency Code 2015 requires the data to indicate VAT for payments which cannot be recovered; there are no such payments for LFB as all VAT is recoverable.The Local Government Transparency Code also requires a 'merchant category' to be added to payment details. LFB has 'ProClass' data and this is added to published data. Please note that most of LFB suppliers and contractors currently have a ProClass classification but a small number of payments may not have a ‘merchant category’.* The London Fire Commissioner is the fire and rescue authority for London and runs the London Fire Brigade (LFB).

Organization: Greater London Authority
London Business Survey 2022

In 2014 the Office for National Statistics (ONS) designed the London Business Survey (LBS), on behalf of the London Enterprise Panel and the GLA. In 2021 the GLA requested an alternative to the London Business Survey, to provide a snapshot of businesses in London without the use of a bespoke survey. As such the ONS - London team has compiled various published datasets from multiple sources into a singular workbook. It is important to note that all data in this workbook is already in the public realm and has been compiled into this format for the convenience of users. As part of this project some bespoke adhoc data requests were produced to best match the original questions from the 2014 survey questions (where possible). Data is provided at the London or local authority level where it is published, however there are some cases where data is limited to the national level. Data is provided for the most recent year available. This varies by dataset.

Tags: Business, COVID-19, EU, Economic Activity, Sectors, business births, business failures, confidence, economy, employess, exports, imports, profitability, revenue, skills, sme, supply chains, tariffs, training, workforce, working from home
Organization: Greater London Authority
Assessment of Local Risks supporting the London Safety Plan 2017

This page is about the Assessment of Local Risks (AoLR) which supported the Brigade's London Safety Plan 2017 (LSP2017). This 2017 plan has now been replaced by the Brigade's new Community Risk Management Plan (CRMP) - Your London Fire Brigade: our plan for 2023-29. This new plan, plus the Assessment of Risk which supports, it are available on the LFB website here.The 2017 Assessment of Local Risk was a public facing document, designed to help increase the understanding of how risk (from fire and other emergencies) in London has changed over time and how different elements combine together to give a picture of risk.The AoLR 2017 was not the only process the LFB uses to determine and provide its services, but it does give a high level overview which can be used to understand the basic concepts of fire cover and the steps the LFB are taking to make people safe.The Brigade sets out how its prevention, protection and response activities will best be used to mitigate the impact of risk on communities in its Integrated Risk Management Plan (IRMP). The Brigade’s IRMP was formerly known as the London Safety Plan (LSP). The LSP 2017 originally covered the four year period from April 2017 to March 2021 (but was extended to 31 March 2023) and is available here. Previous LSPs are available on the LFB web site here. The methodology used for the Assessment of Risk was reviewed and updated as part of the preparation for the new Community Risk Management Plan (CRMP) which runs from April 2023.Ward level data is also published on this page for the 2017 AoLR (in XLS and CSV formats). This data underpins a postcode look-up tool available on the LFB web site here.

Tags: LFB London Fire Brigade, fire and rescue service
Organization: Greater London Authority
Comparison of available population estimates

At the April 2023 meeting of the Population Statistics User Group, the GLA Demography team presented an overview of currently available sources of population estimates for the previous decade, namely: The original ONS mid-year population estimates (including rolled-forward estimates for 2021) Experimental outputs from the ONS's Dynamic Population Model The modelled population backseries produced by the GLA to act as inputs to our 2021-based interim population projections The slides from the presentation are published here together with packages of comparison plots for all local authority districts and regions in England to allow users to easily view some of the key differences between the sources for their own areas.The plots also include comparisons of the Dynamic Population Model's provisional 2022 estimates of births with the modelled estimates of recent births produced by the GLA.

Tags: demography, estimates, population
Organization: Greater London Authority
London Industrial Land Supply Study

AECOM, with Avison Young and Maccreanor Lavington undertook a comprehensive review and update of the London industrial land supply baseline for the GLA. It builds on the London Industrial Land Supply Study 2015 and also gives an overview of businesses/employment in industrial activities and the industrial property market.The Executive Summary of the new study report is available within the Economy section of the London Plan Evidence | London City Hall website.The Main Report and the Appendices are available below. Appendix A includes details on the quantity of industrial land uses for different London geographies over time. Appendix B assesses the economic function, character and role of Strategic Industrial Locations (SILs) in the capital. Appendix C explores an approach to assess the theoretical intensification potential of ten example SILs. This high-level desk-based research reflects the best information available to AECOM, and the land use figures have been subject to verification by the London boroughs. It represents a starting point for further local evidence work to inform planning and development. Please note that Appendices A and B include minor clarifications compared to the versions published in January 2023. Please see the respective Content pages.

Organization: Greater London Authority
Average Band D Council Tax, Region

Revised details of the level of council tax set by local authorities in England for 2012-13 were announced on 9 May 2012.Council tax can be measured in ‘Band D’ or in ‘per dwelling’ terms. Band D has historically been used as the standard for comparing council tax levels between and across local authorities, as this measure is not affected by the varying distribution of properties in bands that can be found across authorities. Additionally, the number of Band D equivalent dwellings are collected at around the same time that the council tax levels are set by the local authority, whereas the ‘per dwelling’ calculation uses chargeable dwellings figures that are captured some five months in advance of setting council tax levels. The Band D measure therefore better reflects the latest position.https://www.gov.uk/government/collections/council-tax-statisticshttps://www.gov.uk/government/statistical-data-sets/live-tables-on-council-tax

Tags: band-d, council, council-tax, housing, tax
Organization: Greater London Authority
Incident response times - Fire Facts

This Fire Facts report sets out the key information on the response times to the 999 calls received by the London Fire Brigade.It includes data and analysis on the various stages of emergency response from how long it takes people to call the fire brigade when a fire starts to how long it takes to handle the 999 call and for fire engines to arrive on scene and resolve the incident.The methodology for counting fire engine response times changed slightly in 2015; see annex B to the 2017 document to see the methodology; Annex B to the 2016 documents highlights the changes that were made in 2015.

Tags: 999-calls, fire, fire-brigade, fire-engine-times, lfb, lfepa, london fire brigade, london-fire-brigade
Organization: Greater London Authority
Electricity Consumption, Borough

Electricity consumption by sector.Data for Middle Super Output Areas (MSOA) also available.Department for Environment and Climate Change are carrying out further analysis of the consistency between the 2008 sub-national data and the 2008 data published at UK level in the Digest of UK energy statistics; at this stage we recommend that users consider that these data are provisional.Read DECCs quarterly publication 'Energy Trends' for further information.Data on DECC website

Tags: consumption, electricity, energy, resources
Organization: Greater London Authority
Planning and Development Control Statistics, Borough

Planning decisions by: type of development, speed of decision, type and speed, major or minor and enforcement actions.Regional figures are rounded and do not necessarily sum to the independently rounded national figures.Speed of Decision: Figures exclude 'county matters' decisions. The percentages do not relate directly to the total number of decisions taken, as some applications (eg. an application for a determination as to whether planning permission is required) can neither be granted nor refused.Type and Speed: Percentages may not add up to one hundred due to rounding.Enforcement Actions: TSNs are authorised by the Town and Country Planning Act, new sections 171E to 171H, inserted by Planning and Compulsory Purchase Act 2004 from 28 March 2005. Data collected from July 2005. Where a series of interim injunctions is granted to restrain the same breach of planning control, only the first injunction is recorded here.Statistics back to 1999-00 available on Communities and Local Government website.https://www.gov.uk/government/statistical-data-sets/live-tables-on-planning-application-statistics

Tags: decisions, development, enforcement, housing, major, minor, planning, speed, type
Organization: Greater London Authority
Workforce Integration and Inclusion in London's Growth Sectors

Workforce Integration and Inclusion in London’s growth sectors The GLA commissioned Work Advance and Institute for Employment Studies to conduct qualitative research to identify sector specific reasons driving the underrepresentation of certain groups of Londoners in the workplace. The relevant sectors are: Green Economy, Creative and Cultural Industries, Digital & Tech, Health and Hospitality. The qualitative research had the following objectives: Establish the main reasons for underrepresentation in each sector and ways to address these. Establish ways to address the barriers identified and access opportunities in the relevant sectors Capture different routes and opportunities for accessing the sector, including both informal and formal routes for accessing the sectors.

Tags: Skills and Employment, diversity, employment, inclusion, labour market
Organization: Greater London Authority
Google Mobility by Borough

These data provide evidence of how movement in London was been affected by the various control measures for COVID-19 and how much they recovered once those measures were eased. NOTE: Google stopped updates on 15th Oct 2022 This page summarises changes in activity from baseline obtained from Google's Mobility Report including: Retail and recreation Grocery and pharmacy Parks Transit stations Workplaces percent Residential Google collects location data shared by users of Android smartphones, and compares the time and duration of visits to locations to the median values on the same day of the week in the five weeks from 3 Jan 2020.

Tags: CAZmodel, highstreetdata
Organization: Greater London Authority
Population projections documentation

The GLA Interim 2021-based population projections (January 2023) comprise both trend-based variant projections and housing-led scenario projections. This dataset contains the detailed methodology documentation for the model and is published alongside the population projections data to assist users in understanding the projections and identifying which set of projections is most appropriate for their needs. The projections themselves can be downloaded here: Population and Household Projections

Organization: Greater London Authority
Effective practice in English and maths for adult learners in London

This report, commissioned by the GLA and produced by the Learning and Work Institute, aims to identify barriers to participation and achievement in basic English and maths training (at level 2 and below) and highlight examples of good practice that can be used to support London’s Adult Education Budget (AEB) providers to deliver improved social and economic outcomes for learners.This includes recommendations for providers, and the GLA as the commissioning authority, based on the different stages of the learner journey including, engagement and recruitment, motivation and retention, progression and achievement, and some cross-cutting recommendations that run through each of the stages.

Organization: Greater London Authority
Impacts of rising cost of living on London

Description and Purpose This data companion pack is a resource intended to frame and be read alongside the linked rapid review of evidence for interventions to address the cost of living crisis (available on the Institute of Health Equity website) . The resource provides intelligence and context on the cost of living crisis in London only, while the accompanying rapid review of evidence for interventions to mitigate the impacts of the rising cost of living on London, contains the recommendations for action.​ This pack is intended to provide a high-level overview of the impacts of the costs of living crisis on London and the need Londoners have for support to deal with the cost of living crisis through intelligence available in the public domain. This pack identifies how certain groups in the population already experiencing health inequalities are at greatest risk of poverty and worsening health due to the cost of living crisis. Given there are significant gaps in intelligence available, this pack also highlights these gaps and limitations in our understanding. Audience It will be useful for health leaders, analysts, officers, and policy makers from local and regional government, integrated care systems, NHS, academia, VCS organisations and partners across London to support their work to address the costs of living crisis by​ Advocating for the need for action to address the rising cost of living 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

Organization: Greater London Authority
London-wide Ultra Low Emission Zone Expansion 2023

To help clear London's air and improve public health, the Ultra Low Emission Zone (ULEZ) is expanding across all London boroughs from 29 August 2023. The current ULEZ covers inner London up to (but not including) the North and South Circular Roads. The new boundary will be the same as the existing London-wide Low Emission Zone. For more information on the ULEZ expansion please visit: https://tfl.gov.uk/modes/driving/ultra-low-emission-zone/ulez-expansion-2023

Tags: Air Quality, Transportation, ULEZ
Organization: Greater London Authority
Labour force with no or low qualifications

Number and rate of residents aged 18-64 who have no or low qualifications. Low qualifications are defined as anyone who's highest level of qualification is NVQ Level 1 (i.e. 1-4 GCSEs or equivalent). This dataset is one of the Greater London Authority's measures of Economic Fairness. Click here to find out more.

Tags: economic-fairness
Organization: Greater London Authority