AndreaBozzo/ceres-open-data-index huggingface dataset:
MPS Crime Statistics Financial Year 2022/23

The data used in the in the Annual Crime Statistics 2022 - 23 Dashboard is available here: 2022 - 2023 crime statistics | Metropolitan Police, along with the related data definitions. Please note that, this data sets is updated on the 4th of each April. Last extraction occurred April 2023.Total Notifiable Offence (TNO) data follows the Home Office counting rules for recorded crime (https://www.gov.uk/government/publications/counting-rules-for-recorded-crime ). The “Other Crime” offence data follows the Home Office counting rules but have been grouped by specific features (e.g. Hate Crime): please see dashboard for definitions.Measures include Offences, Sanction Detections, and the Sanction Detection Rate (total number of sanction detections divided by the total number of offences in a given period).All data is broken down by financial year for each crime type, and can be filtered by Basic Command Unit (BCU) and Borough. NB: The Borough shown is the ‘investigating’ Borough not necessarily the Borough where the offence occurred. Due to an internal IT deployment, from 27th February these datasets may be temporarily disrupted. Work is ongoing to rebuild these datasets.

Organization: Greater London Authority
Southmere Park Tiny Forest Report (Nov '23)

Southmere Park Tiny Forest was planted by the Thamesmead community in February 2022 as part of the CLEVER Cities London project and has since been contributing to nationwide Tiny Forest Research. Through citizen science, Earthwatch Europe are studying the benefits that Tiny Forests can bring to the environment and the surrounding communities. Biodiversity; flood management; tree growth and carbon storage; thermal comfort; and people and social benefits are the key areas monitored through citizen science. The latest monitoring results and feedback from Southmere Park events are highlighted in this report.

Tags: NBS, Peabody, Thamesmead, awareness, biodiversity, clevercities, community, engagement, green, social cohesion, water
Organization: Greater London Authority
CLEVER Cities Survey South Thamesmead

CLEVER Cities is an EU funded international project which aims to regenerate cities with the strategic planning approach called "Nature-Based-Solutions (NBS)." It focuses on three main front-runner cities; London, Hamburg, and Milan, to learn from their hands-on experiences and local knowledge in implementing NBS approach.As part of the CLEVER Cities project, regenerations and improvements have been made and planned for South Thamesmead in London. This community survey aims to explore local residents' opinions of the regeneration and their local area, with a particular focus nature and outdoor spaces.The questionnaires covered the following topics: Neighbourhood, including regeneration Community and socialising Outdoors and nature Satisfaction with local area Agreement with statements about specific areas of South Thamesmead Mental health & wellbeing Demographics

Tags: CLEVER Cities, NBS, Peabody, Thamesmead, clevercities, community, demographics, mental health, nature, neighbourhood, outdoors, planning, regeneration, satisfaction, social cohesion, survey, well being, wellbeing
Organization: Greater London Authority
CLEVER Cities: South Thamesmead Green Space Observation Data

Over the course of the week of the 31st of August to the 5th of September 2021, the Clever Cities team was able to collect data based on the on the observations of the intensity and type of use in two open spaces in Thamesmead, South East London: Abbey Way and Southmere Square. Observations were made of both of these places at three different times during the day. While collecting data, the team made note of each person that entered the space, how old they were, their gender, whether they were in a group or by themselves, what they were doing within the space, and how long they stayed. These observations occurred during a morning and in two afternoon time slots on each of the following days: Tuesday 31st, Friday 3rd, Saturday 4th, and Sunday 5th. From these observations, a number of conclusions were drawn about how the space is being used. These observations essentially confirmed our understanding of how these spaces function given their relative locations, the equipment and infrastructure present.

Tags: Abbey Way, Southmere, Thamesmead, clevercities, database, green, green spaces, observation, recreational
Organization: Greater London Authority
COVID-19 Restrictions Timeseries

National and local restrictions and policies affecting London, by date.Supplied as an experimental dataset to provide context for analysis of other social or economic datasets, for instance, footfall and spend data timeseries.Information was mainly gathered from government announcements published by the Prime Minister's Office.The restrictions and policies included are: School closures - complete closures only Pub closures - excluding pubs that serve food Shop closures - non-essential Eating Places closures - including pubs that serve food Stay at home orders Household mixing indoors banned Working from home encouraged Rule of 6 indoors 10pm curfew on hospitality Eat Out to Help Out scheme

Tags: Busyness, highstreetdata
Organization: Greater London Authority
Housing Research Notes

Housing Research Notes are a series of analytical reports from the Greater London Authority focusing on individual issues of relevance to housing policy in London. The most recent Housing Research Note (published in November 2023) estimates the annual cost to the NHS of homes in poor condition in London. It also estimates the cost of repairing all the homes in London that are in poor condition, calculating how long it would take the savings to pay off the repair costs. The analysis is broken down by tenure and compared with the same figures for the rest of England.Previous Housing Research Notes have analysed topics including housing supply, Help to Buy policy, short-term lettings, international comparisons, the factors behind increasing private rents and race equality.

Tags: analysis, build to rent, changes of use, developer, help to buy, house prices, housing, housing association, housing market, housing transactions, large sites, local authority, new build, report, research, small sites, supply
Organization: Greater London Authority
London Output Area Classification

The page gives access to the 2021 London Output Area Classification (2021 LOAC), a new free and open source geodemographic classification for London. Based on 2021 census data it uses nearly 70 measures to classify each of more than 26,000 output areas in London within a hierarchical structure.Here we present a lookup table of the LOAC, descriptions of the 7 supergroups and 16 groups, and profiles of each borough.

Organization: Greater London Authority
Areas of Intensification

Intensification Areas are built up areas with good existing or potential public transport links and can support redevelopment at higher than existing densities. They have significant capacity for new jobs and homes but at a level below that which can be achieved in the Opportunity Areas. The GIS files show the indicative boundaries, please contact the relevant London Borough to confirm accuracy. NOTE: The boundaries are based on Ordnance Survey mapping and the data is published under Ordnance Survey's 'presumption to publish'.Contains OS data © Crown copyright and database rights 2019.Greater London Authority - Contains public sector information licensed under the Open Government Licence v3.0

Tags: MapLondon, planningconstraintsmap
Organization: Greater London Authority
London Wellbeing and Sustainability Measure

The Mayor of London committed to developing a London Wellbeing and Sustainability Measure in his 2021 manifesto. This was to help measure London’s success as a place to live and work for all its residents. It would counteract the fact that, for years, London’s success has been mostly measured only in terms of its material wealth. After a comprehensive and thorough development process, we are pleased to present the first iteration of the London Wellbeing and Sustainability Measure.This page hosts a summary report that accompanied publication of the first iteration, a user guide created by the Centre for Thriving Places, as well as the data for the 64 constituent indicators that make up the London Wellbeing and Sustainability Measure in one spreadsheet.Please visit our dedicated website to explore the data more fully through an interactive explorer tool.

Organization: Greater London Authority
Civil Partnerships

Number of civil partnership ceremonies by place of formation.The Civil Partnership Act 2004 came into force on 5 December 2005 in the UK, the first day couples could give notice of their intention to form a civil partnership. The first day that couples could normally form a partnership was 19 December 2005 in Northern Ireland, 20 December 2005 in Scotland and 21 December 2005 in England and Wales (18 civil partnerships were formed under special arrangements before these dates. These are included in the figures. All were in England and Wales). The Act enables same-sex couples aged 16 and over to obtain legal recognition of their relationship. Figures are based on country of formation and not country of residence. These relate only to civil partnerships taking place in the constituent countries of the UK. They do not include civil partnerships of UK residents taking place abroad, but do include non UK residents who form a partnership in the UK. Figures for England and Wales are based on date of formation. Figures for Scotland and Northern Ireland are based on date of registration.

Tags: barking-and-dagenham, barnet, bexley, brent, bromley, camden, ceremonies, city-of-london, civil, croydon, demography, ealing, enfield, greenwich, hackney, hammersmith-and-fulham, haringey, harrow, havering, hillingdon, hounslow, islington, kensington-and-chelsea, kingston-upon-thames, lambeth, lewisham, merton, newham, partnership, redbridge, richmond-upon-thames, southwark, sutton, tower-hamlets, waltham-forest, wandsworth, westminster
Organization: Greater London Authority
London Wellbeing and Sustainability Measure (development work)

The Mayor of London committed to developing a London Wellbeing and Sustainability Measure in his 2021 manifesto. This was to help measure London’s success as a place to live and work for all its residents. It would counteract the fact that, for years, London’s success has been mostly measured only in terms of its material wealth. GLA City Intelligence led the development of this measure of wellbeing and sustainability. It brings together data on the multiple aspects of our lives that form the basis of our collective wellbeing. This enables us to track which aspects of our lives are getting better over time and focus on the areas that need improvement.The London Wellbeing and Sustainability Framework was developed through a review of frameworks used by other cities, liaising with likely users of the measure to understand how it could inform their work, and by conducting in-depth qualitative research with a range of Londoners to ensure it reflects the things that matter to people.From this, City Intelligence produced a draft framework, a qualitative research report based on research with Londoners between December 2021 and January 2022, and a community engagement report based on roundtables with community groups in January 2022.Following this, in August 2022, City Intelligence produced a draft proposal for a measure, which included a document setting out the work undertaken so far and how this had led to the proposals, and a document providing further supporting detail on the recommended data for the measure.In January 2023, City Intelligence held a key stakeholder consultation involving boroughs and London organisations to refine its proposal and finalise the draft framework.You can download detailed reports below on this participatory research process we underwent with Londoners.In October 2023, City Intelligence officially launched the London Wellbeing and Sustainability Measure . This followed an intensive period of data collation of a wide array of London's data on wellbeing, which we have made available via the Data Explorer tool .If you have any questions regarding the London Wellbeing and Sustainability Measure, please get in touch by sending an email to socialevidence@london.gov.uk.

Organization: Greater London Authority
2011 London Output Area Classification

The 2021 London Output Area Classification (LOAC) has been created by the CDRC and published on 2 October 2023. Data and supporting information are on the datastore here. This page gives access to the OLD 2011 London Output Area Classification (LOAC), an open source geospatial classification, using a combination of over 60 variables from the 2011 Census to classify every small area in London within a hierarchical structure.The 2011 London classification used the same variables and methodology as the UK 2011 Area Classifications, but provided a finer level of classification for London.Users can download the LOAC reports and data from this page.An interactive map of the 2011 LOAC can be found on the CDRC mapmaker website.

Tags: loac, segmentation
Organization: Greater London Authority
Financial Conduct Authority data on mortgage type and fixed rate end date by region, as at end 2022

This dataset contains two sheets showing: The number of regulated mortgages outstanding as at end 2022 in the UK by region/country, broken down by interest rate type (for example fixed rate, Standard Variable Rate etc) The number regulated fixed rate mortgages outstanding as at end 2022 in the UK by region/country, broken down by the month in which the fixed rate ('incentive rate') ends The data was provided to the GLA by the FCA, and the source is FCA Mortgages Performance Product Sales Data (PSD007).

Tags: housing market, mortgage
Organization: Greater London Authority
Fatal fires in Greater London - Fire Facts

This Fire Facts publication - first published in 2018 - provides a range of statistical data about fire deaths in London. It includes a time series of data back to 1966, data for fire deaths by London borough, where people die, what causes the fires where people die, plus ethnicity and gender data about those who die in fires.

Tags: demography, ethnicity, fire, fire death, gender
Organization: Greater London Authority
Employees earning below the London Living Wage (LLW)

Percentage of respondents in work earning less than the London Living Wage (LLW) taken from the ONS Annual Survey of Hours and Earning (ASHE). Data is provided by whether the employee is male or female and works full-time or part-time. Data is also provided by borough. Also includes employees earning below the UK Living Wage by region outside London. The minimum wage levels in each year are stated in the table. This dataset is one of the Greater London Authority's measures of Economic Fairness. Click here to find out more.

Tags: borough-economic, earnings, economic-fairness, employment, income, llw, low-income, nmw, poverty
Organization: Greater London Authority
LFB Statement of Assurance - supporting data

Each year, London's fire and rescue authority is required to prepare an annual Statement of Assurance (SoA) in accordance with the Fire and Rescue National Framework for England. This is to " provide annual assurance on financial, governance and operational matters ". The format of the Statement follows guidance produced by the government (May 2013). Governance of London's fire and rescue service changed on 1 April 2018, when the former London Fire and Emergency Planning Authority (LFEPA) was abolished and the London Fire Commissioner (LFC) became the fire and rescue authority for London. The LFC runs the London Fire Brigade (LFB). The SoAs for 2017/18 onwards will be approved by the LFC - see the LFC decisions page here ; SoAs up to and including 2016/17 were approved by the former LFEPA . From the statement for 2014/15, the Brigade has published supporting data as an appendix to the Statement. This page includes the supporting data for SoAs from that date. Originally, this data was to help assess the impact of the changes to fire stations and fire engines made on 9 January 2014 and agreed as part of the Fifth London Safety Plan (LSP5). Also, the impact of removing a 13 further fire engines from service in June 2016 (as part of the budget savings for 2016/17). The SoA for the preceding financial year (April to March) is normally published in the Autumn. Data sets that support the latest SoA are palso published here. The LFB has published full datasets for incidents attended since January 2009, plus a dataset which details of every fire engine (pumping appliance) sent to an incident. These datasets, which are updated on a monthly basis, are: LFB incident attended since January 2009. Fire engine mobilisations since January 2009.

Tags: LFB London Fire Brigade, LFEPA, emergency services, fiire
Organization: Greater London Authority
Macroeconomic scenarios for London's economy post COVID-19

The main aim of this work is to develop a set of high level macro economic scenarios for the medium-term (to the end of 2022) and for the long-term (to 2030) in order to inform the development of recovery strategies in London, reflecting unprecedented uncertainty on the economic outlook. The primary scenario dimensions include Effectiveness/nature of public health response and Effectiveness/impact of economic support measures. Other scenario dimensions include: Brexit and migration; International economic context; Technology and innovation; Financial climate; Political economy; Economic Geography and GHG emissions. This is an agile project - GLA Economics will continue to track actual data in order to review the assessment of the likelihood of alternative scenario outcomes. Successive updates will be released when they become available for the benefit of external stakeholders in tackling the COVID-19 crisis.

Tags: COVID-19, economic activity, projections, recovery, scenarios
Organization: Greater London Authority
London Green and Blue Cover

The GLA have produced a dataset that provides a more accurate estimate of the extent of the London’s green infrastructure - the city’s parks, gardens, trees, green spaces, rivers and wetlands, and features such as green roofs. The green cover layer was created by combining classified near-infrared aerial imagery (NDVI) with land use datasets and resulted in a green cover estimate for London of between 48-51 percent. The baseline is presented as a range to account for variations in the analysis of aerial imagery. The methodology is set out in the report below and a web map created to visualise the data.The final green cover layer is available to download in a geospatial format (shape files). Contains OS data © Crown copyright and database rights 2019. Contains Verisk Analytics GeoInformation Group UKMap data. NOTE: The data is based on Ordnance Survey mapping and the data is published under Ordnance Survey's 'presumption to publish'.

Organization: Greater London Authority
London Building Stock Model (LBSM)

The Mayor is committed to cutting fuel poverty and increasing the energy efficiency of buildings across London. To help target where action is most needed, the Mayor has developed a London Building Stock Model with the UCL Energy Institute. The London Building Stock Model is a database of all the energy and carbon data collected through the Mayor’s energy programmes and policies. It provides a snapshot of all London’s buildings (both domestic and non-domestic) with information on their energy performance certificates as of 2017. More information is available here, and an interactive map is available here.Most of the data from the London Building Stock Model interactive map has been made available through the data extracts below. Please note that the data extracts are based on Ordnance Survey's list of London properties as of 2023. However, as the London Building Stock Model data is from 2017, some of the properties might not have any London Building Stock Model data attached to them.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
Affordable Housing Open Data

Building affordable and council homes is a priority for the Mayor in tackling London's housing crisis and a key component of the London Housing Strategy. The GLA Housing team monitor a range of housing statistics produced by the Department for Levelling Up, Housing and Communities (DLUHC), and this spreadsheet contains a section from the Affordable Housing Open Data. This data has been used to measure the number of affordable and council homes built in London since 2016/17 and includes all affordable homes built, including those which did not receive funding from the GLA.This dataset does not incorporate DLUHC data for 2021/22 or GLA data for 2022/23.

Tags: Housing, affordable homes, council-housing, social-housing
Organization: Greater London Authority
Monitoring the employment impact of mayoral programmes and initiatives

GLA Economics has produced a report ‘Monitoring the employment impact of mayoral programmes and initiatives’. The analysis allows us to estimate the number of jobs associated with GLA Group-led activity from the start of the Mayoral term (2016). The data available to download here shows gross jobs by job type, programme and policy area.Please note the report was amended on 18 May 2023 to reflect more up-to-date figures on the number of affordable home starts from the Affordable Housing Programme. This update reflects a change from 96,360 homes in December 2022 to 116,782 homes, as of March 2023. In addition, some terminology in the report was changed to specify clearly that the estimate provided is based on housing starts.

Tags: GLA group, Skills and Employment, apprenticeships, employment, mayoral, skills, workplace jobs
Organization: Greater London Authority
Pay and Inflation Trends in London and the UK, 2010-2022

IntroductionThis note summarises trends in pay in London and the UK since 2010 and compares them to inflation trends. The focus is on median gross weekly earnings for all employees (full- and part-time) working in London. The counterfactual analysis is based on annual pay estimates. Notes on the data The employee pay estimates in this note do not cover self-employed jobs and come from a survey of UK businesses. There are, moreover, several discontinuities in the ONS ASHE series (e.g. in 2004, 2006, 2011 and 2021). The growth rates calculated over these periods are illustrative, not precise figures. During the pandemic earnings estimates were affected by compositional changes and the furlough scheme, making interpretation more difficult. Data collection disruption and lower response rates also mean that estimates for 2020 and 2021 are subject to greater uncertainty. Real earnings (earnings adjusted for inflation) have been calculated by adjusting nominal (unadjusted) earnings using the Consumer Prices Index including owner occupiers’ housing costs (CPIH). The CPIH is the most comprehensive measure of inflation in the UK.

Tags: earnings, employment, labour market
Organization: Greater London Authority