AndreaBozzo/ceres-open-data-index huggingface dataset:
MOPAC Surveys

MOPAC conducts three ongoing surveys, providing a regular overview of how London residents experience and perceive the police. The Public Attitude Survey (PAS) - a survey of 19,200 London residents per year capturing a wide range of perception data. The User Satisfaction Survey (USS) - a survey of 9,600 victims of high volume crime about their experience of reporting a single incident to the police. The Telephone Digital Investigation Unit Survey (TDIU) - a survey of victims of high volume crime reporting either online or by telephone to the MPS TDIU, about their experience of reporting a single incident to the police. The questions asked in each of these surveys can be found in the PDF files below.A pack of findings from the surveys is published quarterly - the Public Voice pack. Please find these in the files below.

Organization: Greater London Authority
Workforce Jobs

Workforce Jobs (WFJ) is a quarterly measure of the number of jobs in the UK and is the preferred measure of the change in jobs by industry.It is a compound source that draws on a range of employer surveys, household surveys and administrative sources. WFJ is the sum of employee jobs measured primarily by employer surveys, self-employment jobs from the Labour Force Survey, and government-supported trainees and Her Majesty's Forces from administrative sources.The spreadsheet shows change since last quarter and last year, with graphs displaying these trends.Data is available by industry from NOMIS WEB. Data back to Sep 1981 available for the UK, and back to March 1996 for UK regions (included in spreadsheet).Seasonally adjusted. The figures in this dataset are adjusted to compensate for seasonal variations in employment.UK totals include overseas based HM Forces personnel that cannot be assigned to a region.Supporting information is now available to identify a small number of estimates that are deemed unreliable from https://www.nomisweb.co.uk/articles/654.aspx. Data is rounded to the nearest 1000.Relevant link: http://www.nomisweb.co.uk/ For Borough level modelled estimates and projections of jobs see the GLA Employment Projections. Note - previously published figures may differ slightly from those published in December 2024 due to revisions made by Nomis. Find more information here: https://www.nomisweb.co.uk/articles/1414.aspx?utm_source

Tags: employees, employment, industry, jobs, self-employed, workforce, workplace
Organization: Greater London Authority
London Fire Brigade Mobilisation Records

London Fire Brigade is the busiest fire and rescue service in the country and one of the largest firefighting and rescue organisations in the world. This dataset contains the details of every fire engine (pumping appliance) sent to an incident since January 2009. Information is provided for the appliance mobilised, where it was deployed from and the times recorded for arriving at the incident.The main dataset on this page (zip file) contains the details of every fire engine mobilisation to an incident since 1 January 2009. This is a large data file, more suitable for data analysts, and those who have data manipulation tools and experience.There is a smaller dataset which has the fire engine mobilisations in the last three years, which will be easier for those who have more limited data analysis skills and tools.Both datasets are updated every month. Also available are all LFB incident records since January 2009. This data about the incidents attended by the London Fire Brigade includes the fire station area where the incident happened; the fire station area is currently used for mobilising and other administrative purposes.On 9 January 2014, ten London fire stations were closed as part of the Authority’s Fifth London Safety Plan (LSP5), and fire station areas were changed to reflect these closures with the station areas of closed stations being distributed to adjacent fire station areas. To provide consistent incident data, stations grounds have been changed for all incidents in this data set and reflect the station areas in use since 9 January 2014.

Tags: emergency-response, fire, fire-brigade, incidents, lfb
Organization: Greater London Authority
National Statistics UPRN Lookup (March 2026) (Epoch 125) User Guide

<p>This User Guide contains information about the NSUL including: directory content; data currency; the methodology for assigning areas to postcodes; data formats; data quality and limitations and details of recent changes that have impacted on the data. Various annexes and tables provide more detailed supporting information. The download includes PDF and ODT versions of the user guide. (File size - 416 KB)</p>

Tags: 2026, Address Products, DOC_NSUL_UG, Documents, Great Britain, MAR_2026, NSUL, National Statistics UPRN Lookup, UPRN, User Guide, ZIP File
Organization: Office for National Statistics
Economic Inactivity Rate by Broad Ethnic Group (working-age)

Economic inactivity rates broken down by ethnic group. The economically inactive population is comprised of those who are unable or do not wish to enter employment. The data are taken from the Annual Population Survey, produced by the Office for National Statistics.

Tags: borough-economic, economic-activity, economic-inactivity, employment, employment-status, ethnic-group, gender, unemployment
Organization: Greater London Authority
Census Commissioned Tables 2001, 2011 and 2021

Until recently it was difficult to find out what commissioned tables were available from these censuses. ONS hold copies of all the tables published from the 2021, 2011 and 2001 censuses but they didn't publish details of these. In October 2024 they released lists of the tables available from 2001 to 2021 and since then have updated the lists periodically.ONS lists of commissioned tables 2001,2011 and 2021Lists for 2011 and 2021 give hyperlinks to the data. All the 2021 and 2011 tables are currently on the ONS website, but ONS are planning to move 2011 tables and eventually the earlier 2021 tables to archived versions. Hopefully the hyperlinks will keep up! Each workbook includes a sheet labelled "Find Table" so users can search tables by topic.The GLA lists below should have been superseded. But ONS don't include some 'ad hoc' 2021 commissioned tables in their list so my list can be more complete. The 2001 and 2011 ONS and GLA lists should have the same tables, except for delays in updating them. I've dated my lists below so you can see their currency.2001 tables were never published on the ONS website but were (and are) available on request from Census.Customer.Services@ons.gov.uk We've also published most of the 2001 tables in bulk here on the Datastore.Most 2011 tables commissioned by the Census Information Scheme (CIS) have also been put on the Datastore though this is now a little out of date.CIS members should send any requests for census data to census@london.gov.uk as we co-ordinate and fund commissioned table requests on behalf of members.

Tags: census, population
Organization: Greater London Authority
Physically Active Children

Percentage of school children who spend a minimum of two hours each week on high quality PE and school sport within and beyond the curriculum.There is the potential for error in the collection, collation and interpretation of the data (bias may be introduced due to poor response rates and selective opt out of larger children which it is not possible to control for).The percentage of children attending state schools belonging to a School Sport Partnership who participate in at least 2 hours of high quality PE and school sport in a typical week of the academic year.TNS Social Research: Annual Survey of School Sport Partnerships on behalf of the Department for Children, Schools and Families.Visit the APHO website

Tags: active, children, exercise, sport
Organization: Greater London Authority
Key Stage 3 Results, Percentage of Pupils Achieving Level 6 or Above, Borough

The percentage of pupils achieving level 6 or above in the 2009 key stage 3 teacher assessments. The 2009 figures are based on provisional Key Stage 3 teacher assessments (TA) data collected from schools and Local Authorities (LAs) by the Qualifications and Curriculum Development Agency. Pupil age is generally 14 year olds at Key Stage 3.

Tags: attainment, education, ks3, level-6, pupils
Organization: Greater London Authority
Key Stage 3 Results, Percentage of Pupils Achieving Level 5 or Above, Borough

The percentage of pupils achieving level 5 or above in the 2009 key stage 3 teacher assessments.The 2009 figures are based on provisional Key Stage 3 teacher assessments (TA) data collected from schools and Local Authorities (LAs) by the Qualifications and Curriculum Development Agency.Pupil age is generally 14 year olds at Key Stage 3.

Tags: attainment, education, ks3, level-5, pupils
Organization: Greater London Authority
Mayor's Education Inquiry

On the 19th of October 2012 the Mayor published the final report from his Education Inquiry. For more information and to see the Mayor's response to the Education Inquiry's findings, please see the link below: https://www.london.gov.uk/what-we-do/education-and-youth/improving-standards-schools-and-teaching/mayors-ambitions-education

Tags: education, inquiry, young-people
Organization: Greater London Authority
London's Food Exports

Regional Trade Statistics Custom tables, UK Trade info from HMRC. Key Points: 1) In the decade to 2011, the value of London’s food exports rose by £0.7 billion to £1.8 billion. As a share of all goods exported from the capital, food’s share has remained stable at around 5 per cent.2) The value of beverage exports make up the largest proportion of London’s food exports, which at £821.4 million made up 46 per cent of all London food exports in 2011.Over two-fifths of these beverage exports were to EU countries, with a further 34 per cent destined for Asia and Oceania.3) The EU is the largest market region for London’s food exports, accounting for half of all exports by value. Asia and Oceania was the second most important region in 2011. Looking at individual countries, in 2011 the Irish Republic had the highest total value of food exports from London (with a 14 per cent share of London’s global food exports), followed by France and Hong Kong respectively.Relevant link: https://www.uktradeinfo.com/Statistics/BuildYourOwnTables/Pages/Table.aspx

Tags: exports, food, trade
Organization: Greater London Authority
London Atmospheric Emissions Inventory (LAEI) 2008

The LAEI 2008 has since been superseded. Click here for the full list of releases. Estimates of eight key and six subsidiary pollutants are included for the base year 2008 and projected forward to 2011 and 2015. The LAEI area covers the 32 London Boroughs and the City of London and up to the M25 motorway.Technical Information:Due to the size of the LAEI database this dataset has been zipped and needs to be downloaded in two parts. The front-end MS Access database is available in two formats - 2000 and 2003. Please choose the appropriate one depending on which version of MS Office (Access, Excel and Word) you have installed on your machine. MS Access 2003 Format Database (226mb zipped) MS Access 2000 Format Database (219mb zipped) All users will also need to download the supporting files and folders in order for either databases to function properly.To use the LAEI please download either of the front-end databases and the supporting files to a local drive and extract the contents to a new folder using the "use folder names" option. Double-click the LAEI_2008.mdb file to start the system.Due to the size of this database we recommend working on a local drive rather than over a network.For further details please consult the User Guide and Emission Estimation Methodology Guide which can be found in the Documentation folder after the files have been extracted. In particular please note the final section regarding software object libraries which may be important if you experience any compatibility problems with different version of Access and Excel.Find out about Clearing London's air here

Tags: air-pollution, laei, nitrogen-dioxide, particulate-matter
Organization: Greater London Authority
London Assembly Cycle Survey Responses

Results of first public survey of users of the cycle hire scheme and cycle superhighways used to inform London Assembly Transport Committee report, 'Pedal Power: cycle hire scheme and cycle superhighways', November 2010.Results of online survey by London Assembly Transport Committee of 1,297 users of the cycle hire scheme and cycle superhighways undertaken over September to October 2010. The survey was self-selecting and as such is not intended to be representative of all users.

Tags: assembly, bike-hire, cycling, public-transport, superhighways, survey, transport
Organization: Greater London Authority
Integrated Seismic and Subsidence Analysis of Conjugate Margin Systems in the Eastern Black Sea - Line 3 Raw Seismic Data (NER/T/S/2003/00114 and NER/T/S/2003/00885)

PROJECT DETAILS ONLY - NO DATA. 14 OBS stations and 9 land stations (6045, 6146, 6113, 6048, 6111, 6145, 6120, 6078, 6092)

Tags: NERC_DDC, Refraction (seismic)
Organization: British Geological Survey (BGS)
Detailed Country of birth (2011 Census), Borough

Detailed Country of birth, by borough from the 2011 Census.Most detailed country of birth (274 countries), by borough.Data taken from 2011 Census Commissioned table CT0048 (ONS).Source: 2011 Census (27 March).File contains two tables of the same data with boroughs arranged down the side and along the top.

Tags: 2011, barking-and-dagenham, barnet, bexley, boroughs, brent, bromley, camden, census, city-of-london, country, croydon, demography, detailed, diversity, ealing, enfield, expanded, greenwich, hackney, hammersmith-and-fulham, haringey, harrow, havering, hillingdon, hounslow, islington, kensington-and-chelsea, kingston-upon-thames, lambeth, lewisham, merton, nationality, newham, population, redbridge, richmond-upon-thames, southwark, sutton, tower-hamlets, waltham-forest, wandsworth, westminster
Organization: Greater London Authority
Bus Use and Supply Data 1999-2022

Data and technical analysis for London Assembly Transport Committee report on bus services in London (October 2013).The technical analysis published in support of the Transport Committee's report on bus services in London includes: the number of bus passenger journeys in London compared to rest of England for 2004/5-2012/13; annual actual and forecast bus passenger journeys and bus kilometres operated for 1999-2022; number of annual bus passenger journeys for each London bus route from 1999/00 to 2012-13; population growth and estimated changes in bus demand; annual bus passenger journeys and bus subsidy levels for 2007/08-2012/13; gross expenditure and passenger kilometeres operated per public transport mode; and use of concessionary fare by type on London Underground and bus service.

Tags: bus, bus-services, buses, demand, forecasting, passenger-journeys, population, travel
Organization: Greater London Authority
Empty Homes

Who owns the empty homes. Each year the Department for Communities and Local Government collects data on the number of empty homes from each local authority in England and from other Government departments and bodies (HSSA Statistics). LA data are reported figures. Regions' totals include estimated values for missing data. Hence summing LA figures would not yield region's figure. LA data are reported figures. # indicates figure not supplied.Regions' totals include estimated values for missing data. Hence summing LA figures would not yield region's figure. England total is sum of all regions' figures with estimates. "-" indicates not applicable or non-derivable.".." indicates not available. Stock information on Registered Social Landlord stock and Private Sector stock have not been collected on 2009's HSSA return to reduce data burdens on local authorities. This information will be published separately in a live table on the CLG website in December or early 2010. Total stock information refers to all stock and as a result the sum of local authority stock and 'other' public stock will not sum to the total stock for any given local authority. Regional totals as supplied by DCLG may differ from individual boroughs due to additional cross-referencing with other bodies such as Government departments and the Housing Corporation.

Tags: barking-and-dagenham, barnet, bexley, brent, bromley, camden, city-of-london, croydon, dwellings, ealing, empty, enfield, greenwich, hackney, hammersmith-and-fulham, haringey, harrow, havering, hillingdon, homes, hounslow, housing, islington, kensington-and-chelsea, kingston-upon-thames, lambeth, lewisham, merton, newham, ownership, private, public, redbridge, richmond-upon-thames, southwark, sutton, tower-hamlets, vacancy, waltham-forest, wandsworth, westminster
Organization: Greater London Authority
Excess Winter Deaths, Borough

Excess Winter Deaths (EWD) by age and conditions (underlying cause of death) expressed as average per year based on 7 years pooled data, 2004-2011. EWD trend expressed as average per year based on 3 years data.The Excess Winter Mortality Index (EWM Index was calculated based on the 'ONS Method' which defines the winter period as December to March, and the non-winter period as August to November of that same year and April to July of the following year.This winter period was selected as they are the months which over the last 50 years have displayed above average monthly mortality. However, if mortality starts to increase prior to this, for example in November, the number of deaths in the non-winter period will increase, which in turn will decrease the estimate of excess winter mortality.The EWM Index will be partly dependent on the proportion of older people in the population as most excess winter deaths effect older people (there is no standardisation in this calculation by age or any other factor).Excess winter mortality is calculated as winter deaths (deaths occurring in December to March) minus the average of non-winter deaths (April to July of the current year and August to November of the previous year). The Excess winter mortality index is calculated as excess winter deaths divided by the average non-winter deaths, expressed as a percentage.Relevant link: http://www.wmpho.org.uk/excesswinterdeathsinEnglandatlas/

Tags: barking-and-dagenham, barnet, bexley, brent, bromley, camden, city-of-london, croydon, deaths, ealing, enfield, greenwich, hackney, hammersmith-and-fulham, haringey, harrow, havering, hillingdon, hounslow, islington, kensington-and-chelsea, kingston-upon-thames, lambeth, lewisham, merton, mortality, newham, redbridge, richmond-upon-thames, southwark, sutton, tower-hamlets, waltham-forest, wandsworth, westminster, winter
Organization: Greater London Authority
London Consumer Expenditure Estimates 2011-2036

Consumer expenditure data to 2036 broken down by London borough, post code sectors, and industry sectors.1 - Aggregated Borough Base2 - Aggregated Postal Base Greater London3 - Aggregated Regional BaseThe Aggregated category contains spending data on the following sectors: Convenience Comparison – Bulky Comparison - Not Bulky DIY Gardening Accommodation Services Restaurants and Cafes Takeaway / Snack Spending On Licence (i.e. Pubs & Wine Bars) Leisure Other Goods and Services Other Spending (Mostly Household related, Health and Education) 4 - Detailed Borough Base5 - Detailed Regional BaseThe detailed category contains spending data on sectors including: Food Non-alcoholic beverages Alcoholic beverages Tobacco Clothing and footwear Actual rentals for housing Imputed rentals for housing Maintenance and repair of the dwelling Water supply and miscellaneous services relating to the Electricity, gas & other fuels Furniture & Textiles Household Goods and Services Medical Products Medical Services Purchase of vehicles Operation of personal transport equipment Transport services Postal services Telecommunications Services Audio-visual Other major durables for recreation and culture Other recreational items and equipment More information on GLA website

Tags: comparison-goods, consumer-expenditure, convenience-goods, leisure, retail
Organization: Greater London Authority
State of the Environment report for London

London’s Environment Revealed is a joint report on the State of the Environment in London, produced by the Greater London Authority, Environment Agency, Natural England and the Forestry Commission. The report looks at the state of London’s environment today, highlights the improvements that have been made, and the challenges the city faces. The report also features many projects and schemes at a local level that have improved the environment in London in recent years. The report uses a series of indicators to illustrate the changes in the state of the environment within eight themes: Climate change, Flood risk, Water quality, Water resources, Waste, Air quality, noise and transport, Biodiversity, and Landscape and green infrastructure. The report was first published in 2011. It has been refreshed in 2013 through an update of the indicators.

Tags: environment, living-environment, soe
Organization: Greater London Authority
London Comparison Goods Retail Floorspace Need Scenarios 2011-2036

Modelled scenarios of comparison goods retail floorspace need 2011 to 2036 associated with the Experian/GLA publication: "Consumer Expenditure and Comparison Goods Floorspace Need in London". The data is provided for the main London Plan geographies including sub-regions, Central Activities Zone, Outer/Inner London, boroughs and town centres. It includes the ability to test 5 development scenarios with sensitivity testing for consumer expenditure growth, test year and retail floorspace productivity. Further details of methodology and assumptions are contained in the associated report.

Tags: floorspace, retail
Organization: Greater London Authority
Healthy Lifestyle Behaviours

Range of modelled indicators of health lifestyle choices. These estimates must be used with caution. They will almost certainly not mirror precisely any available measures from local studies or surveys (although research by NatCen and others have shown that they tend to be related). 1) Current smoking among adults (aged 16 or over). Current smokers were defined in the HSfE if the respondent reported that they were a 'current cigarette smoker'. 2) Binge drinking for adults (aged 16 or over). Adult respondents to the HSfE were defined to be binge drinkers if they reported that in the last week they had drunk 8 or more units of alcohol if they were a man, or 6 or more units of alcohol if they were a woman, on any one day or more. 3) Obesity among adults (aged 16 or over). Adult respondents to the HSfE were defined to be obese if they were recorded as having a body mass index (BMI) of 30 or above. 4) Consumption of 5 or more portions of fruit and vegetables a day among adults (aged 16 or over). They had reported that they had consumed 5 or more portions of fruit and vegetables on the previous day Modelled data for Obesity, Binge drinking, Smoking and Fruit and Vegetable consumption is available for MSOAs from the HNA website. Modelled sports participation data for LSOAs is also available from the same site. Neighbourhood Statistics are also available from the Office for National Statistics here.

Tags: diet, drinking, fruit, health, lifestyle, obesity, smoking, vegetables
Organization: Greater London Authority