AndreaBozzo/ceres-open-data-index huggingface dataset:
Hillingdon Reduction and Recycling Plan

This is the Reduction and Recycling Plan (RRP) for the London Borough of Hillingdon.London Local authorities are developing their Reduction and Recycling Plans (RRPs) setting out key actions for cutting waste and boosting recycling for the period 2023 to 2026. The RRPs are used to drive and promote local activity that will also play an important role helping to achieve the Mayor’s London-wide targets to cut food waste by 50 per person and achieve 65 per cent municipal waste recycling by 2030. Click here to navigate to other Boroughs' reduction and recycling plans.

Tags: RRP
Organization: Greater London Authority
Local Units and Enterprises by Employment Size, Borough

Number local units or enterprises shows the number of businesses by employment size band.A local units is a place of work factory, a shop, or a branch. An enterprise can be thought of as the overall business, made up of all the individual sites or workplaces (local units). It is defined as the smallest combination of legal units (generally based on VAT and/or PAYE records) that has a certain degree of autonomy within an enterprise group.SME data can be found in these table. An SME is any business with less than 250 employees. Micro-enterprises have up to 10 employees. Small enterprises have up to 50 employees. Medium-sized enterprises have up to 250 employees.Figures are provided for VAT and/or PAYE based enterprises and local units. Where an enterprise has several local units, the location of the enterprise is generally the main operating site or the head office.Since 2008 the publication has been enhanced to include enterprises based on PAYE employers that are not also registered for VAT, extending the scope from the previous VAT based enterprise publication. This is a major change to the scope of the publication. The increase in units is most noticeable in the VAT-exempt industries of finance (J), education (M), health (N) and public administration (L, O and Q).Analysis for VAT and/or PAYE based enterprises can be found on the ONS website in their reports titled UK Business: Activity, Size and Location using the link below. Where an enterprise has several local units, the location of the enterprise is generally the main operating site or the head office.Data on size of firms (micro-business, SME, large) for business and employees in London by industry can be found on the ONS website. Trend data by MSOA is also available.

Tags: borough-economic, business, employee, employees, employment, enterprises, idbr, local-units, micro, paye, size, sizeband, sme, vat
Organization: Greater London Authority
Catchment Data Explorer: Waterbody Reasons for Not Achieving Good Status (RNAGS) & Reasons for Deterioration (RFD)

This data can be accessed from the Catchment Data Explorer: https://environment.data.gov.uk/catchment-planning. 

Water body reasons for not achieving good status (RNAGS) identify the pressures that are impacting the status classification of water bodies. Reasons for deterioration (RFDs) identify the pressures that have caused the status of individual quality elements to deteriorate. 
A level of certainty (suspected, probable or confirmed) is also assigned to each reason for not achieving good status. 
This data supports the Water Framework Directive river basin management plans that can be found here: https://environment.data.gov.uk/catchment-planning Attribution statement: © Environment Agency copyright and/or database right 2026. All rights reserved. 

Tags: Area management/restriction/regulation zones and r, Cycle 1, Cycle 2, Cycle 3, Cycle 4, Cycle 5, Reasons for not achieving good, WFD, Water Framework Directive WFD, classification, environment, groundwater, surface waters, water body classification
Organization: Environment Agency
OPDC Local Plan Policies Map

The Policies Map illustrates geographically all site specific policies set out in OPDC's Local Plan as adopted in June 2022. If you have any queries please get in contact at planningpolicy@opdc.london.gov.uk. 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 2022.

Organization: Greater London Authority
City of London Reduction and Recycling Plan

This is the Reduction and Recycling Plan (RRP) for the City of London.London Local authorities are developing their Reduction and Recycling Plans (RRPs) setting out key actions for cutting waste and boosting recycling for the period 2023 to 2026. The RRPs are used to drive and promote local activity that will also play an important role helping to achieve the Mayor’s London-wide targets to cut food waste by 50 per person and achieve 65 per cent municipal waste recycling by 2030. Click here to navigate to other Boroughs' reduction and recycling plans.

Tags: RRP
Organization: Greater London Authority
Camera Captures and Confirmed Vehicles seen in the Congestion Charge Zone by Month

Camera Captures and Confirmed Vehicles seen in the Congestion Charge Zone by MonthCamera Captures and Confirmed Vehicles seen in the Congestion Charge Zone by Month during charging hours. Camera Captures since July 2010 and Confirmed Vehicles since October 2016.The count of captures is based on the unique Automatic Number Plate Recognition (ANPR) camera captures per day, which are added up to provide the total number for the month. This means that if the same ANPR camera VRM (Vehicle Registration Mark) interpretation is made more than once on a single day, it is only counted once; if it is made on multiple days during the month it is counted multiple times. The count of captures reflects the total number of unique VRM interpretations prior to validation and verification.The count of confirmed vehicles is based on unique confirmed vehicles per day, which are added up to provide the total number for the month. This means that if the same vehicle is seen more than once on a single day, it is only counted once; if it is seen on multiple days during the month it is counted multiple times.Drop from Jan 2011 for captures is due to removal of Western Extension.Monthly fluctuations are as a direct result of the number of Congestion Charging days each month and seasonal trends (i.e. school holidays).

Tags: congestion-charge, traffic, vehicles, zone
Organization: Greater London Authority
Sub-regional Pupil Projections

This page contains input data sources and output projections for the Sub-regional Pupil Projections.The input data sources provided on this page are the school numbers data from the school census, at school-level, Local Authority level, and Subregion level (ITL Level 2). The births data used for these projections can be found here.The output projections are at Subregion, Region, and England level. They provide ten-year projections from the most recent academic year of available School Census data, and cover National Curriculum Years from Reception up to Year 11. The main variables of the dataset are explained below. itl22cd & itl22nm: The geography names and codes. Most geographical areas in the datasets are ITL Level 2 Subregions, but the dataset also contains ITL Level 1 Regions and England in total. acd_year & year: The academic year in question in yyyy/yyyy format, and a single numeric year variable corresponding to the first year in the academic year. school_stage, nc_year, nc_year_number: nc_year is the National Curriculum Year from Reception to Year 11, and nc_year_number is a numeric variable with 0 corresponding to Reception, 1 corresponding to Year 1, etc. school_stage is whether the NC year is Primary or Secondary. mean_projection, upper_pi, lower_pi: These are the central forecast for the quantity in question, the upper 95% prediction interval, and the lower 95% prediction interval. This dataset is new and experimental, and in the short-term the exact figures published may be subject to minor changes as we continue to make revisions.

Organization: Greater London Authority
Havering Reduction and Recycling Plan

This is the Reduction and Recycling Plan (RRP) for the London Borough of Havering.London Local authorities are developing their Reduction and Recycling Plans (RRPs) setting out key actions for cutting waste and boosting recycling for the period 2023 to 2026. The RRPs are used to drive and promote local activity that will also play an important role helping to achieve the Mayor’s London-wide targets to cut food waste by 50 per person and achieve 65 per cent municipal waste recycling by 2030. Click here to navigate to other Boroughs' reduction and recycling plans.

Tags: RRP
Organization: Greater London Authority
Merton Reduction and Recycling Plan

This is the Reduction and Recycling Plan (RRP) for the London Borough of Merton.London Local authorities are developing their Reduction and Recycling Plans (RRPs) setting out key actions for cutting waste and boosting recycling for the period 2023-2026. The RRPs are used to drive and promote local activity that will also play an important role helping to achieve the Mayor’s London-wide targets to cut food waste by 50 per person and achieve 65 per cent municipal waste recycling by 2030. Click here to navigate to other Boroughs' reduction and recycling plans.

Organization: Greater London Authority
Bromley Reduction and Recycling Plan

This is the Reduction and Recycling Plan (RRP) for the London Borough of Bromley.London Local authorities are developing their Reduction and Recycling Plans (RRPs) setting out key actions for cutting waste and boosting recycling for the period 2023 to 2026. The RRPs are used to drive and promote local activity that will also play an important role helping to achieve the Mayor’s London-wide targets to cut food waste by 50 per person and achieve 65 per cent municipal waste recycling by 2030. Click here to navigate to other Boroughs' reduction and recycling plans.

Tags: RRP
Organization: Greater London Authority
Newham Reduction and Recycling Plan

This is the Reduction and Recycling Plan (RRP) for the London Borough of Newham.London Local authorities are developing their Reduction and Recycling Plans (RRPs) setting out key actions for cutting waste and boosting recycling for the period 2023 to 2026. The RRPs are used to drive and promote local activity that will also play an important role helping to achieve the Mayor’s London-wide targets to cut food waste by 50 per person and achieve 65 per cent municipal waste recycling by 2030. Click here to navigate to other Boroughs' reduction and recycling plans.

Tags: RRP
Organization: Greater London Authority
Low Carbon Environmental Goods and Services Sector (LCEGS) snapshot dataset

The Low Carbon Environmental Goods and Services sector comprises products and services from across the economy, which actively enable a shift towards a green economy. This dataset forms part of London's Low Carbon Environmental Goods and Services Sector (LCEGS) snapshot report. The report provides an update for the financial year 2023/24 and is published here: London Low Carbon Market Snapshot 2025 | London City Hall The dataset provides the key metrics for the Level 2 sub-sectors of the LCEGS dataset used within the snapshot report 2023/24, for London, the Sub-regional Partnerships and Boroughs. Metrics include: Sales £m; GVA £m; Export Total £m; Total Imports £m; Number of companies; Total Number of Employees; Forecast Sales 2024/25 - 2028/29.

Tags: green economy, green jobs
Organization: Greater London Authority
Redbridge Reduction and Recycling Plan

This is the Reduction and Recycling Plan (RRP) for the London Borough of Redbridge.London Local authorities are developing their Reduction and Recycling Plans (RRPs) setting out key actions for cutting waste and boosting recycling for the period 2023 to 2026. The RRPs are used to drive and promote local activity that will also play an important role helping to achieve the Mayor’s London-wide targets to cut food waste by 50 per person and achieve 65 per cent municipal waste recycling by 2030. Click here to navigate to other Boroughs' reduction and recycling plans.

Tags: RRP
Organization: Greater London Authority
Employment Rates by Gender and Age or Disability, Borough

Employment rates broken down by gender, age or disability. The data are taken from the Annual Population Survey (APS), produced by the Office for National Statistics.Employment Rate by Gender, for working age, and Age groups: 16-24, 25-34, 35-49, 50-64, and disability groups: All disabled, Both DDA & also work-limiting, DDA only disabled, Work-limiting only disabled, Not disabled, recently replaced with: Equality Act core or work-limiting disabled, EA core disabled, Work-limiting disabled, Not EA core or work-limiting disabled. 18/03/2015 Data has been reweighted in line with the latest ONS estimates.

Tags: age, borough-economic, disability, economic-activity, economic-inactivity, employment, employment-status, gender, unemployment
Organization: Greater London Authority
Barking and Dagenham Reduction and Recycling Plan

This is the Reduction and Recycling Plan (RRP) for the London Borough of Barking and Dagenham.London Local authorities are developing their Reduction and Recycling Plans (RRPs) setting out key actions for cutting waste and boosting recycling for the period 2023 to 2026. The RRPs are used to drive and promote local activity that will also play an important role helping to achieve the Mayor’s London-wide targets to cut food waste by 50 per person and achieve 65 per cent municipal waste recycling by 2030. Click here to navigate to other Boroughs' reduction and recycling plans.

Tags: RRP
Organization: Greater London Authority
Ealing Reduction and Recycling Plan

This is the Reduction and Recycling Plan (RRP) for the London Borough of Ealing.London Local authorities are developing their Reduction and Recycling Plans (RRPs) setting out key actions for cutting waste and boosting recycling for the period 2023 to 2026. The RRPs are used to drive and promote local activity that will also play an important role helping to achieve the Mayor’s London-wide targets to cut food waste by 50 per person and achieve 65 per cent municipal waste recycling by 2030. Click here to navigate to other Boroughs' reduction and recycling plans.

Tags: RRP
Organization: Greater London Authority
Sutton Reduction and Recycling Plan

This is the Reduction and Recycling Plan (RRP) for the London Borough of Sutton.London Local authorities are developing their Reduction and Recycling Plans (RRPs) setting out key actions for cutting waste and boosting recycling for the period 2023 to 2026. The RRPs are used to drive and promote local activity that will also play an important role helping to achieve the Mayor’s London-wide targets to cut food waste by 50 per person and achieve 65 per cent municipal waste recycling by 2030. Click here to navigate to other Boroughs' reduction and recycling plans.

Tags: RRP
Organization: Greater London Authority
Brent Reduction and Recycling Plan

This is the Reduction and Recycling Plan (RRP) for the London Borough of Brent.London Local authorities are developing their Reduction and Recycling Plans (RRPs) setting out key actions for cutting waste and boosting recycling for the period 2023 to 2026. The RRPs are used to drive and promote local activity that will also play an important role helping to achieve the Mayor’s London-wide targets to cut food waste by 50 per person and achieve 65 per cent municipal waste recycling by 2030. Click here to navigate to other Boroughs' reduction and recycling plans.

Tags: RRP
Organization: Greater London Authority
Catchment Data Explorer: Waterbody Protected Areas

This data can be accessed from the Catchment Data Explorer: https://environment.data.gov.uk/catchment-planning. 

The Water Framework Directive / Water Environment Regulations requires the Environment Agency to maintain, review and keep up to date a register of the protected areas lying (whether wholly or partly) within the district.
The register must include the following protected areas
(a)a drinking water protected area;
(b)an area or body of water for the time being designated or otherwise identified as requiring special protection for the protection of surface water and groundwater or for the conservation of habitats or species directly, including, in particular—
(i)areas designated for the protection of economically significant aquatic species (including shellfish water protected areas);
(ii)bodies of water designated as recreational waters (bathing waters);
(iii)nutrient-sensitive areas;
(iv)areas designated for the protection of habitats or species where the maintenance or improvement of the status of water is an important factor in the protection of the habitats or species.

This data supports the Water Framework Directive river basin management plans that can be found here: https://environment.data.gov.uk/catchment-planning Attribution statement: © Environment Agency copyright and/or database right 2026. All rights reserved. 

Tags: Cycle 1, Cycle 2, Cycle 3, Cycle 4, Cycle 5, Shellfish Waters, WFD, Water Framework Directive WFD, bathing water, drinking water protected areas, environment, groundwater, habitats and species, nutrient sensitive areas, nvz, protected areas, river basin management plans, surface waters
Organization: Environment Agency
Registered Social Landlord Housing Stock

Number of Registered Social Landlord dwellings.Note: from 2002 the figures in this table are not comparable to those in the main dwelling stock table because the stock figures from 2002 in this table include social rent bedspaces as well as social rent self-contained units; the main dwelling stock tables are based on self-contained units only. Data based on data collected by the Housing Corporation via the annual Regulatory and Statistical Return (RSR) and presents stock for general needs social housing rental stock and for supported housing and/or housing for older people housing stock.Note that stock figures from 1997 to 2001 are based on counts of self-contained units only. From 2002 the stock figures include self-contained units and bedspaces. From 2005 there was some general needs stock was reclassified as supported stock. This may have resulted in some of the older person stock being counted as bed spaces rather than self contained units.The districts, unitary authorities and counties listed above are based on 1 April 1998 boundaries. Figures for any "new" re-organised areas have been estimated retrospectively applying the new boundaries back to 1997, making appropriate assumptions for any county re-organisation which involved cutting across districts.Numbers can increase dramatically from one year to another as a result of Large Scale Voluntary Transfers from local authority stock. Decreases are usually the result of sales or demolitions.Data on dwelling stock from DCLG website

Tags: dwellings, landlords, social-housing, stock, tenure
Organization: Greater London Authority
Earnings by Workplace, Borough

This dataset provides information about earnings of employees who are working in an area, who are on adult rates and whose pay for the survey pay-period was not affected by absence.Tables provided here include total gross weekly earnings, and full time weekly earnings with breakdowns by gender, and annual median, mean and lower quartile earnings by borough and UK region. These are provided both in nominal and real terms.Real earnings figures are on sheets labelled "real", are in 2016 prices, and calculated by applying ONS’s annual CPI index series for April to ASHE data.Annual Survey of Hours and Earnings (ASHE) is based on a sample of employee jobs taken from HM Revenue & Customs PAYE records. Information on earnings and hours is obtained in confidence from employers. ASHE does not cover the self-employed nor does it cover employees not paid during the reference period.The earnings information presented relates to gross pay before tax, National Insurance or other deductions, and excludes payments in kind.The confidence figure is the coefficient of variation (CV) of that estimate. The CV is the ratio of the standard error of an estimate to the estimate itself and is expressed as a percentage. The smaller the coefficient of variation the greater the accuracy of the estimate. The true value is likely to lie within +/- twice the CV.Results for 2003 and earlier exclude supplementary surveys. In 2006 there were a number of methodological changes made. For further details goto : http://www.nomisweb.co.uk/articles/341.aspx. The headline statistics for ASHE are based on the median rather than the mean. The median is the value below which 50 per cent of employees fall. It is ONS's preferred measure of average earnings as it is less affected by a relatively small number of very high earners and the skewed distribution of earnings. It therefore gives a better indication of typical pay than the mean.Survey data from a sample frame, use caution if using for performance measurement and trend analysis '#' These figures are suppressed as statistically unreliable. ! Estimate and confidence interval not available since the group sample size is zero or disclosive (0-2).Furthermore, data from Abstract of Regional Statistics, New Earnings Survey and ASHE have been combined to create long run historical series of full-time weekly earnings data for London and Great Britain, stretching back to 1965, and is broken down by sex.

Tags: borough-economic, earnings, gender, income, long-term, men, pay, salary, sex, trends, women, workplace
Organization: Greater London Authority
London Fire Brigade - gender, ethnicity and disability pay gap

Data on this page shows the gender and ethnicity pay gap reporting and (from 2021) disability pay gap reporting for staff employed by the London Fire Brigade. The London Fire Commissioner (LFC) is the fire and rescue authority for London, and runs the London Fire Brigade (LFB). As a functional body reporting to the Mayor of London, LFB has a commitment to undertake work to narrow any gaps. LFB agree with the Mayor of London that this is necessary in order to address any inequalities and reduce gaps where these are evident. The Equality Act 2010 (Specific Duties and Public Authorities) Regulations 2017 requires that the London Fire Brigade publish the difference between the rate of pay of male and female full-pay employees to show any gender pay gap. Annual data is available from March 2016. And, although it is not a statutory requirement, the LFB also publish ethnicity and disability (from 2021) pay gap data in line with good practice. Annual data for ethnicity is available annually from March 2017. With effect from 1 April 2018, the individual holding the office of London Fire Commissioner (LFC) is appointed by the Mayor of London and is not an LFB employee. However, in the interests of transparency, the London Fire Commissioner has been taken into account for the purposes of reporting this pay gap data.

Organization: Greater London Authority
Central Activities Zone

The Central Activities Zone covers London’s geographic, economic and administrative core. It’s unique combination of uses should be promoted and enhanced while also improving its environment and attractiveness for residents, visitors and businesses alike. 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