AndreaBozzo/ceres-open-data-index huggingface dataset:
London's Jobs History

A London series by industry and a borough series (no industry) 1984 to 2011.These data have been used by GLA Economics to forecast long-term employment projections and within GLA Economics' models for exports, tourism and life sciences. The two series are:1. London Employment Jobs: a London level series which includes Employee Jobs and Self-Employment Jobs from 1984 to 2010 with industries by GLA Economics sectors on a SIC 2007 basis 2. A borough level Employee Jobs series 1984 to 2010 (no industry breakdown)Methods and assumptions behind the data are explained in the GLA Economics Working Paper 52 Data Download Notes Borough Data Source: ONS Employee Jobs, ONS Business Surveys, GLA Economics assumptions Data are for employees and do not include self-employment jobs Data are adjusted for series discontinuities only - no additional corrections have been made 1998 data for Richmond and 2000 data for Greenwich where employee increases are high have not been adjusted Sector Data Source: ONS Employee Jobs, LFS, GLA Economics assumptions 2010 data are provisional Data include employees and self-employment jobs

Tags: borough-economic, jobs
Organization: Greater London Authority
GLA 'New Methods' Conference 30th September 2019

Notes and slides from the Conference at City Hall on 30 September 2019 examining the role of new approaches, methods and tools in helping shape public policy and the delivery of public services on the ground. . Seen in the round, rather than as discrete innovations, these amount to a growing revolution in our approach to public service design and delivery. The combined use of machine learning, the Internet of Things, user-centred design, mapping applications, tools that engage citizens, dynamic simulation - and much more besides – has been growing in recent years: now, they are moving centre stage. This conference showcased actual applications recently developed in London and elsewhere, how and why they were created, and consider how they might evolve, given the array of challenges facing the city, from cybersecurity to Brexit

Organization: Greater London Authority
Pupils with Statements of Special Educational Needs (SEN), Borough

Pupils with statements of Special Educational Needs (SEN), based on where the pupil attends school.Includes Nursery, Primary, Middle, Secondary, Independent and Special schools, Pupil Referral Units, City Technology Colleges and Academies.Excludes dually registered pupils.Expressed as a percentage of the total number of pupils in all schools.National and regional totals have been rounded to the nearest 10.See more on the DfE website.

Tags: pupils, schools, sen, special-educational-needs
Organization: Greater London Authority
GLA Poll Results 2017

The GLA undertakes regular polling of Londoners' views. The results from these polls appear on this page, if interested in other years data click here. December 2017 – YouGov/GLA poll results Link to PDF of topline (PDF) Link to crosstabs tables (XLS) November 2017 - YouGov/GLA poll results Link to PDF of topline (PDF) Link to crosstabs tables (XLS) October 2017 - YouGov/GLA poll results Link to PDF of topline (PDF) Link to crosstabs tables (XLS) October 2017 – Communal heating consumer face-to-face survey Link to PDF of topline (PDF) Link to crosstabs tables (XLS) Link to final report (PDF) September 2017 – YouGov/GLA poll results Link to PDF of topline (PDF) Link to crosstabs tables (XLS) August 2017 – YouGov/GLA poll results Link to PDF of topline (PDF) Link to crosstabs tables (XLS) July 2017 – YouGov/GLA poll results Link to PDF of topline (PDF) Link to crosstabs tables (XLS) June 2017 – YouGov/GLA poll results 2 Link to PDF of topline (PDF) Link to crosstabs tables (XLS) June 2017 – YouGov/GLA poll results Link to PDF of topline (PDF) Link to crosstabs tables (XLS) April 2017 – YouGov/GLA poll results Link to PDF of topline (PDF) Link to crosstabs tables (XLS) March 2017 – YouGov/GLA poll results Link to PDF of topline (PDF) Link to crosstabs tables (XLS) February 2017 – YouGov/GLA poll results 2 Link to PDF of topline (PDF) Link to crosstabs tables (XLS) February 2017 – YouGov/GLA poll results Link to PDF of topline (PDF) Link to crosstabs tables (XLS) January 2017 – YouGov/GLA poll results Link to PDF of topline (PDF) Link to crosstabs tables (XLS)

Organization: Greater London Authority
GLA Poll Results 2015

The GLA undertakes regular polling of Londoners' views. The results from these polls appear on this page, if interested in other years data click here. September 2015 - economy, sugar, awareness of London government and work of Mayor Link to PDF of toplines (PDF) Link to crosstabs tables (XLS) July 2015 - Energy, renting, online shopping and airports Link to PDF of toplines (PDF) Link to Excel tables (XLS) March 2015 - Growth, recycling and reuse Link to PDF of toplines (PDF) Link to PDF of tables January 2015 – Economy, cost of living, living wage, affordable eating, cooking fats, physical activity major events Link to PDF of toplines (PDF) Link to Excel tables (XLS)

Organization: Greater London Authority
GLA Poll Results 2016

The GLA undertakes regular polling of Londoners' views. The results from these polls appear on this page, if interested in other years data click here. December 2016 – YouGov/GLA poll results Link to PDF of topline (PDF) Link to crosstabs tables (XLS) December 2016 – Transport Link to PDF of topline (PDF) November 2016 – YouGov/GLA poll results Link to PDF of topline (PDF) Link to crosstabs tables (XLS) October 2016 – Public spending and taxation Link to PDF of topline (PDF) Link to analysis of results (PDF) August 2016 – Promoting London Abroad Link to PDF of topline (PDF) August 2016 – Pubs and Clubs Link to PDF of topline (PDF) July 2016 – Devolution Link to PDF of topline (PDF) March 2016 – congestion, night-tube, noise, volunteering and growth Link to PDF of toplines (PDF) Link to crosstabs tables (XLS) January 2016 – culture, anti-social behaviour, sport & exercise, digital technology Link to PDF of toplines (PDF) Link to crosstabs tables (XLS)

Organization: Greater London Authority
Cumulative Impact Assessment of Welfare Reform in London

This analysis assesses the impact of national changes to the tax and welfare system since 2010 on households in London, using analysis commissioned by the GLA City Intelligence Unit and delivered by Landman Economics. The analysis uses micro-simulation modelling techniques to assess the impact on household incomes in London of changes made to welfare, personal taxes and the introduction of the National Living Wage between May 2010 and October 2018. The impact of these reforms are assessed at the household and individual level, and across a range of demographic characteristics.

Tags: demography, diversity, equality, welfare
Organization: Greater London Authority
Equality, Diversity and Inclusion Evidence Base for London

The Mayor has a role to play in leading, shaping and responding to changes in London through the work of the GLA group. Inclusive London: the Mayor's equality, diversity and inclusion strategy sets out how he will help address the inequalities, barriers and discrimination experienced by groups protected by the Equality Act 2010, as well as wider issues. These include poverty and socio-economic inequality, and the challenges and disadvantage facing groups like young people in care, care leavers, single parents, migrants and refugees.This report, the equality, diversity and inclusion evidence base for London, informs the strategy. It presents evidence on London's diverse population, as well as the inequalities experienced by Londoners in areas such as housing, education, employment, transport, crime, health, social integration, culture and sport.

Tags: diversity, equality, inclusion
Organization: Greater London Authority
Exploring how to measure social integration using digital and online data

As part of the Mayor's Social Integration Strategy published in March 2018, one of the commitments was to develop a more comprehensive set of measures for social integration and to carry out bespoke and innovative data collection for London to achieve this.This scoping study conducted by the Centre for Analysis of Social Media at Demos and commissioned by the GLA is the first step towards looking at more innovative data collection methods.The report highlights the potential opportunities and pitfalls in using digital and online data in measuring social integration in London, identifies a diverse selection of sources available and provides an outline of potential use cases for this data across the breadth of social integration measures.A handy one-page matrix of all of the evaluated sources is also available to download separately.

Tags: social integration
Organization: Greater London Authority
Low Emission Bus Zones

Low Emission Bus Zones use buses with top-of-the-range engines and exhaust systems that meet or exceed the highest Euro VI emissions standards. The zones have been prioritised in the worst air quality hotspots outside central London where buses contribute significantly to road transport emissions. Information includes length of route, estimated emissions reduction and date of implementation (or 'in development). For more information on the Low Emission Bus Zone programme, please visit -https://www.london.gov.uk/WHAT-WE-DO/environment/environment-publications/low-emission-bus-zones-evaluation-first-seven-zonesTransport for London - UK Open Government Licence (OGL v2)

Tags: EV, MapLondon, airqualitymap, electricity, power
Organization: Greater London Authority
Average Private Rents, Borough

Summary of average monthly rents in private rental market, recorded per 12 month rolling period.Data updated bi-annually by local authority areas for England. These statistics used to be produced quarterly but since 2013 have been updated bi-annually in Q1 and Q3 only.VOA note on these statistics: "The sample used to produce these statistics is not statistical and may not be consistent over time as such these data should not be compared across time periods or between areas." This table only reflects the data available from the VOA and does not indicate level of statistical significance of the differences between areas or changes over time.The release presents the mean (average), median, lower quartile, and upper quartile gross monthly rent paid (ignoring any adjustment for services not eligible for housing benefit), for a number of bedroom/room categories for each Local Authority (LA) in England for the 12 month period stated. Full set of local authority tables available on the VOA website.

Tags: barking-and-dagenham, barnet, bexley, brent, bromley, camden, city-of-london, croydon, ealing, enfield, greenwich, hackney, hammersmith-and-fulham, haringey, harrow, havering, hillingdon, home, hounslow, housing, islington, kensington-and-chelsea, kingston-upon-thames, lambeth, lewisham, merton, newham, private, redbridge, rent, richmond-upon-thames, rooms, southwark, sutton, tower-hamlets, waltham-forest, wandsworth, westminster
Organization: Greater London Authority
London Average Air Quality Levels

The data shows roadside and background average readings for Nitric Oxide, Nitrogen Dioxide, Oxides of Nitrogen, Ozone, Particulate Matter (PM10 and PM2.5), and Sulphur Dioxide. Measured in Micrograms per Cubic Meter of Air (ug/m3). The spreadsheet shows which Index level each reading falls in, and contains charts showing pollutant levels by time of day per month. Trend graphs of Nitrogen Dioxide and Particulate Matter PM2.5 are on the London Dashboard. Link to GLA Air Quality page

Tags: air-pollution, air-quality, aq, daily, emissions, hourly, index, levels, monitoring, nitrogen-dioxide, no, no2, nox, o3, particulate-matter, pm10, pm25, pollution, so2
Organization: Greater London Authority
Potential Impacts of Skills-based Immigration Policies in London

These workbooks contain the supporting data that sits behind GLA Economics Current Issues Notes 58 and 59.The Government recently set out plans for a ‘skills-based’ immigration system post-Brexit. To inform debate, GLA Economics has produced two Current Issues Notes aimed at understanding which areas of London’s labour market are likely to be most affected by the proposals. Current Issues Note 58: Which occupations may be most affected by the new £30,000 minimum salary and RQF3+ skills threshold proposals? Who works in these roles? How does the list of affected occupations change as the salary threshold is reduced towards £21,000? Current Issues Note 59: In which occupations is the greatest disruption most likely from the proposed £30,000 minimum salary and RQF3+ skills threshold proposals? Notes: These workbook bring together supporting data from the Office for National Statistic (ONS) that sits behind this work; for reference purposes, they also set out some of the modelled estimates used in our analysis. Please be aware: these modelled estimates have been produced with restrictions on data availability and are based on a number of simplifying assumptions. Our approach to data imputation is set out in detail in Current Issues Notes 58 and 59 and described only briefly in these workbooks. For further information users are advised to consult the notes provided in each workbook and the original ONS data publications.

Organization: Greater London Authority
Pupils Eligible for Free School Meals, Borough

Table of Free School Meal arrangements in maintained nursey, primary and secondary schools.Includes middle schools as deemed.Includes pupils who are sole or dual registrations. Includes boarders.National and regional totals, number on roll and number of pupils used in free school meal calculations based on Achievement and Attainment Tables have been rounded to the nearest 10. There may be discrepancies between the sum of constituent items and totals as shown.Link to DFE website

Tags: free-school-meals, fsm, poverty, primary, pupils, schools, secondary
Organization: Greater London Authority
Permanent Exclusions from School, Borough

Figures for maintained primary, secondary and special schools are as confirmed by Local Authorities as part of the data checking exercise.Figures for CTCs, academies and non-maintained special schools are as reported by schools and are unconfirmed.National totals, regional totals and totals across school types have been rounded to the nearest 10.Includes middle schools as deemed.The number of permanent exclusions expressed as a percentage of the number (headcount) pupils in Primary, Secondary and Special schools, excluding dually registered pupils in special schools in January 2007.x less than 5, or a rate based on less than 5.Figures have been rounded to the nearest 10.See more on statistics on excluded pupils on the DfE website or read more on permanent and fixed-period exclusions on the DfE website.

Tags: education, permanent-exclusions, pupils, schools
Organization: Greater London Authority
LAEI 2016 - Borough Air Quality Data for LLAQM

Following the release of the latest London Atmospheric Emissions Inventory (LAEI) 2016, 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 concentrations already published as part of the LAEI 2016. It includes the following datasets, which can be downloaded below: Borough-specific data files containing: 2016 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). Maps are provided as JPEG 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 2010, 2013 and 2016, for NOx, PM10, PM2.5 and CO2 London-wide data files: A Source Apportionment (Excel) tool, providing a summary table and chart of emissions split by source at a chosen location (1km2 resolution) and at borough level A summary table providing key borough level statistics in relation to population exposed to NO2 concentrations above the Limit Values (40µg/m3 annual mean and 60µg/m3 annual mean as a proxy for the hourly mean Limit Value)

Organization: Greater London Authority
Schools and Pupils by Type of School, Borough

Table shows numbers of all Schools and Pupils by Type of School.School types included in this publication are State-Funded Primary, Secondary and Special schools, Independent schools, Pupil Referral Units, and Alternative Provision.See DfE websiteFull daily dataset of all schools and pupil numbers are available from the DFE EduBase siteCartogram created from this data:

Tags: independent, primary, private, pupils, schools, secondary
Organization: Greater London Authority
Internet Use by Borough, and Population Sub-Groups

This table shows whether people aged 16 or over have ever used or never used the internet by a range of variables such as age, ethnicity, pay, occupation, qualifications, and disability.The question asked in the Labour Force Survey is "When did you last use the internet?" This question is only asked to people aged 16 and over. The first time this data was available was 2011 Q1.At borough level the data showed ever used or never used. For London and Rest of UK the data is broken down by a range of indicators, including age, ethnic group, weekly pay, occupation levels, qualification levels, and economic activity.The APS sampled around 333,000 people in the UK (around 27,000 in London). As such all figures must be treated with some caution.Data was supplied directly by ONS under request from the Greater London Authority. Numbers rounded to the nearest thousand.Other Internet Access data can be found on the ONS website. This is national data based on the Opinions and Lifestyle Survey.

Tags: internet
Organization: Greater London Authority
First Language Spoken at Home, Borough

Table of Numbers and proportion of adult population (16+) who speak English at home as their first language, by borough.Data is taken from the third quarter (July-Sep) Labour Force Survey. Language questions are asked once every three years (2006, 2009, 2012 etc).The question asked to all people aged 16 and over is What is your first language at home?95% confidence intervals are provided. Denominator is 16+ population from ONS mid-year estimates. Numbers are rounded to hundred.Note: The 2011 Census gathered data about language, and that is considered a more accurate source of language data. LFS data is published here for completeness and trend purposes.

Tags: diversity, english, language
Organization: Greater London Authority
Place of Residence by Place of Work, Region

Table to show all people in work in the UK by their place of residence and place of work (main job). The data helps to show commuting patterns since 2004. Matrix shows where workers commute from (residence) and to (workplace).Commuting data from the Annual Population Survey 2010 has been presented here using Prezi software.How does London get to work?Commuting in London on Prezi.

Tags: commuting, employment, travel
Organization: Greater London Authority
Migrants to the United Kingdom by Decade of Arrival, Borough

Number of migrants by decade of arrival to the United Kingdom. Includes all decades since 1970. Data shown for years 2004 to 2016.Numbers are rounded to nearest thousand.Figures are based on surveys and 95% confidence intervals are provided.Special Licence Access data to the Annual Population Survey. Approved ONS Researchers only.

Tags: arrival, immigration, international, migrants, migration, uk
Organization: Greater London Authority
Social Integration by Borough

Percent who agree that their local area is a place where people from different backgrounds get on well together. This question is asked in the Public Attitudes Survey (PAS).The PAS is run by the Mayor's Office for Policing and Crime (MOPAC). It is a continuous survey, based on a random sample of respondents at pre-selected addresses with a total of 3,200 Londoners normally interviewed face-to-face each quarter to yield an annual sample of 12,800 interviews.For more indicators on social integration see the GLA's Social Integration Headline Measures.

Organization: Greater London Authority
Pension Credit Claimants, Borough

Pension Credit was introduced in October 2003.It is a non-contributory, income-related benefit. Its purposes are: To lift the poorest pensioners out of poverty by providing a contribution to a minimum guaranteed income for those aged 60 and over living in Great Britain. To reward those aged 65 and over who have made modest provision for their retirement. It is not necessary to have paid National Insurance contributions to be eligible. Pension Credit replaced the Minimum Income Guarantee (MIG), which, itself, replaced Income Support for older people in April 1999. However, the principle of a guaranteed minimum income continues to apply.There are two parts to Pension Credit: the guarantee credit and the savings credit. The guarantee credit provides financial help for people aged 60 or over whose income is below a certain level set by the law. The level that applies depends on personal circumstances; this is the standard minimum guarantee. The awarded amount will depend on other sources of income, such as other pensions and savings. Extra amounts will be added to the standard minimum guarantee for those who have: relevant housing costs severe disabilities caring responsibilitiesThe savings credit is an extra amount for people aged 65 or over who have made some provision for their retirement (such as savings or a second pension) which brings their income above a level set by Parliament, called the ‘savings credit threshold’. The aim is to reward pensioners who have modest income or savings. A savings credit can be given on top of a guarantee credit. Claimants may still get a savings credit even if their income is above the standard minimum guarantee level.DWP data downloaded from NOMIS website

Tags: benefits, dwp, pension, retirement
Organization: Greater London Authority
LFB payments over £250 - 2018/19

This dataset is for 2018/19 only. See also: 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. As of November 2012 the threshold for expenditure changed from £500 to £250 at request of the Mayor.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 Transparency Code also requires a 'merchant category' to be added to payment details. LFB has 'Proclass' data and this has been added to published data (from January 2015). Please note that approximately 75 per cent of LFB vendors currently have a Proclass classification and this may result in a small number of payments not having a ‘merchant category’.* The London Fire Commissioner is the fire and rescue authority for London and runs the London Fire Brigade (LFB).

Tags: LFB London Fire Brigade, finance, spending, transactions, transparency
Organization: Greater London Authority
London input-output tables

The London IO tables provide an overview of activity across sectors and key aggregates (production, consumption and expenditure) as well as the interlinkages between sectors and London’s trade (with the rest of the UK, the EU and the rest of the world). The IO tables are product x product rather than industry x industry.The data is for the product definition of sectors, and sector coverage aligns with the 2014 London Business Survey. See https://data.london.gov.uk/gla-economics/london-business-survey-2014/Explanation of the content of the tables, applications of their use, and details on the methodology are available here: https://www.london.gov.uk/business-and-economy-publications/london-input-output-tables

Tags: GVA, Input-output, Sectors, consumption, expenditure, production, trade
Organization: Greater London Authority