AndreaBozzo/ceres-open-data-index huggingface dataset:
School Workforce Census

The School Workforce Census is a statutory data collection for all maintained nursery, primary, secondary, middle-deemed primary, middle-deemed secondary, local authority maintained special and non-maintained special schools, academies including free schools, studio schools and university technical colleges and city technology colleges in England. It also collects data on those staff members employed centrally by the local authority but who spend the majority of their time working in schools.
The School Workforce Census collects information about individual teachers, teaching assistants and other school staff and some information about the schools themselves, such as the number of teaching vacancies. The individual information collected includes characteristics of staff, gender and ethnicity etc., types of contract and how they are deployed on full or part time, permanent, roles and responsibilities, salary details, sickness absence details, qualifications held and for a sample of secondary schools the curriculum taught.
The School Workforce Census is collected on an annual basis in November and was first collected in 2010. Prior to this teacher data was collected on an annual basis in January in aggregate form from Local Authorities and schools.

Organization: Department for Education
Prison National Offender Management Information System (p-NOMIS) and Inmate Information System (IIS)

Operational database used in prisons for the management of offenders. It contains offenders' personal details, age group, type of offence(s), type of custody (including those remanded on bail and sentenced), sentence length, prisoner movement data (internal and external), case note information, addresses of the prisoner (release, reception and curfew) and involvement in breaches of prison discipline. It also includes full details of the prisoners’ visits history, activities (both paid/unpaid work and offender rehabilitation programmes) and details of the prisoners’ financial records whilst in prison.


Organization: Ministry of Justice
Workforce Management Information - Ministry of Defence January to December 2015

Monthly management information on staff numbers and paybill costs in Civil Service departments, their agencies and their executive NDPBs.
For workforce numbers, both payroll and non-payroll (contingent labour, including consultants) information is provided, split between full-time equivalents (FTE) and headcount, with payroll staff numbers mapped to standard Civil Service grades.
For costs, payroll paybill information is broken down into its component parts i.e. salaries, allowances, employers pensions contributions etc. For non-payroll costs, these are split between costs for consultancy and those of other non-payroll workers.
Staffing numbers are as at the last day of the month for the reference month. Cost information is that for the reference month. For baseline 2014/15 returns, staffing numbers are as at 31 March 2015, and paybill costs are for the financial year 2014/15."

Organization: Ministry of Defence
Thermal Harrow Properties 2014

LiDAR derived polgons illustrating propeties within the Borough of Harrow with underlying thermal values and postcode data attached. Available in two file formats; primarily available as a Geography Markup Language (.gml) file with the schema (.XSD) being stored within the zipped file for the GML format. Also available to download as a shapefile (.shp) in the additional resources section.

Organization: London Borough of Harrow
Index of Multiple Deprivation

__The Index of Multiple Deprivation__, commonly known as the IMD, is the official
measure of relative deprivation for small areas in England. It is the most widely used of the Indices of Deprivation. The Index of Multiple Deprivation ranks every small area in England from 1 (most deprived area) to 32,844 (least deprived area) (2015). These small areas are called Lower-layer Super Output Areas.

__The Indices of Deprivation 2015__ provide a set of relative measures of deprivation for small areas (Lower-layer Super Output Areas) across England, based on seven different domains of deprivation:
* Income Deprivation
* Employment Deprivation
* Education, Skills and Training Deprivation
* Health Deprivation and Disability
* Crime
* Barriers to Housing and Services
* Living Environment Deprivation

Each of these domains is based on a basket of indicators. As far as is possible, each indicator is based on data from the most recent time point available; in practice most indicators in the Indices of Deprivation 2015 relate to the tax year 2012/13. Combining information from the seven domains produces an overall relative measure of deprivation, the Index of Multiple Deprivation. In addition, there are seven domain-level indices, and two supplementary indices: the Income Deprivation Affecting Children Index and the Income Deprivation Affecting Older People Index. A range of summary measures are available for higher-level geographies which includes local authority districts, in 2015 there were 326 local authority districts. These are based on the geographic boundaries for these areas at the time of publication.
The Index of Multiple Deprivation, domain indices and the supplementary indices, together with the higher area summaries, are collectively referred to as the Indices of Deprivation. You will find attached to this dataset resources from not only the 2015 Indices but previous years as well.

Further information can be found at 

https://www.gov.uk/government/uploads/system/uploads/attachment_data/file/467901/English_Indices_of_Deprivation_2015_-_Frequently_Asked_Questions.pdf



Organization: Barrow Borough Council
Ratio of median house price to median earnings by district, from 1997

This dataset contains the ratio of median house price to median earnings by district from 1997 to 2012.

This data set uses the median house price data from Land Registry on residential house price transactions at full market value, this means it excludes all: commercial transactions, transfer, conveyances, assignments or lease at a premium with nominal rent which are: Right to Buy sales at a discount, subject to a lease, subject to an existing mortgage, by way of a gift or exchange or under a court order or Compulsory Purchase Order. This is compared to the median income data of full time workers from the Annual Survey of Hours and Earnings (ASHE) produced by the ONS. 

This data was derived from Table 577, available for download as an [Excel spreadsheet](https://www.gov.uk/government/uploads/system/uploads/attachment_data/file/85872/table577.xls).  

Organization: Ministry of Housing, Communities and Local Government
Govt construction strategy performance data

The government has been publishing cost data since 2012 in order to understand the cost of government construction, to drive down costs and to deliver 15 to 20% savings by the end of this Parliament. The July 2014 data shows that costs are continuing to go down, and it gives a level of comparison data which will assist a greater debate between industry and government as we work towards securing a sustainable low cost position. By publishing this data central government will take the lead in driving transparency and collaboration, and challenge public and private sector construction clients where appropriate.

The latest report builds on the departmental construction cost benchmarks (£/m2, £/km, etc) published in July 2013. It also sets out the corresponding cost reduction trajectories (ie the speed with which cost reduction will be achieved) and the actual cost reductions achieved during 2013 to 2014.

Taken together this information shows the range of costs currently paid for departmental construction projects and the plans departments are implementing to reduce those costs. It also provides further evidence that the overarching target of the Government Construction Strategy – to achieve a sustainable reduction in the cost of construction by 15 to 20% by the end of this Parliament – remains practicable.

Organization: Cabinet Office
National Register of Social Housing (NROSH)

Development of the National Register for Social Housing (NROSH) was started by the Department for Communities and Local Government (DCLG) in 2004. NROSH aimed to be a database of all social housing properties in England, with a range of details captured on each property. NROSH was transferred to the Tenant Services Authority, the social housing regulator, in April 2010 and was discontinued in May 2011. Ownership of the latest NROSH dataset passed from the TSA to the Homes and Communities Agency (HCA) when responsibility for social housing regulation passed to the Regulation Committee of the HCA in April 2012. 

In addition to being out of date, the records submitted by social landlords to NROSH are of varying quantity and quality with many incomplete, inaccurate or missing records. The database may also contain a number of duplicate entries.

Two datasets are available. One is the latest NROSH database held by the HCA as at May 2011.  This release contains a large subset of the full NROSH dataset (48 from 201 fields in total; for 4,826,417 unique property records). The data in this release does not include those fields where data could enable specific identification of vulnerable people or other sensitive personal data. It also excludes fields where a minimum completion threshold is not met (generally fields where less than 25% of records have data). There are still issues of quality, incomplete data, and potential duplication of records in the data that accompanies this release that HCA is not able to resolve. 

Additional information, including data that falls below the minimum quality thresholds for this release, may be requested from the HCA (Referrals & Regulatory Enquiries Team, mail@homesandcommunities.co.uk).

The 48 fields included in this release are summarised and described in the two tables accompanying this metadata. The data is contained in five compressed single CSV files: NROSH Data Extract Part 1; - 2; - 3; -4 and -5. Due to the large volume of records, analysis will require database software (MS Excel will not support analysis).  

Also available is a snapshot of the NROSH database held by DCLG as at March 2010. The data is that which was reported by social landlords in line with the system specifications and includes a selected set of fields on property address, type of accommodation, form of structure, number of rooms and bedspaces are included. 

Organization: Homes England
UK Climate Averages

Site specific (293 individual stations) monthly average (1981 - 2010)
					
					The data consists of:
					Max Temp (degrees C) 
					Min Temp (degrees C) 
					Sunshine (hours) 
					Rainfall (mm) 
					Raindays >=1.0mm (days) 
					Days of Air Frost (days) 
					Monthly mean wind speeds at 10m (knots)
					
					District and Region monthly average (1961-1990, 1971-2000, 1981-2010)
					
					The data consists of:
					Max Temp (degrees C) 
					Min Temp (degrees C) 
					Sunshine (hours) 
					Rainfall (mm) 
					Raindays >=1.0mm (days) 
					Days of Air Frost (days)
					
					UK monthly average (1961-1990, 1971-2000, 1981-2010)
					
					The data consists of:
					Max Temp (degrees C) 
					Min Temp (degrees C) 
					Sunshine (hours) 
					Rainfall (mm) 
					Raindays >=1.0mm (days) 
					Days of Air Frost (days)

Organization: Met Office
Police recorded crime: transferred or cancelled records

Police record some crimes which are subsequently transferred or cancelled, where it is judged that a crime did not take place, or was recorded in error. The Home Office Counting Rules (HOCR) set out circumstances under which a crime report may be transferred or cancelled. These include situations where a crime is considered to have been recorded in error or where, having been recorded, additional verifiable information becomes available that determines that no crime was committed (for further information see the ‘general rules’ section of the HOCR)

Organization: Home Office
Opiate and crack-cocaine users

This research report uses available data to estimate the number of new users of opiates and, or crack-cocaine (OCUs) between 2005 and 2013. This paper estimates that around 5,000 to 8,000 individuals may have started using opiates and, or crack-cocaine in 2013, which is down by about a fifth compared with 2005 and down hugely since the 1980s and 1990s when there was a large surge in new users of opiates and, or crack-cocaine (OCUs).

The data does suggest that the number of new OCUs may have flattened since around 2011, though there are no signs that it is set to turn upwards.

The report also finds evidence of a possible shift in certain characteristics of new OCUs, with more older initiates, and more individuals coming to treatment sooner in their drug-using careers.

Organization: Home Office
Wirral Council Procurement Information

This dataset provides information on Wirral Council contracts relating to invitations to tender to provide goods and/or services with a value exceeding £5000 but less than £10,000, and contracts, commissioned activity, purchase orders, framework agreements and any other legally enforceable agreement with a value that exceeds £5,000 but is less than £10,000. Details are provided as outlined in the contract register to meet the Local Government Transparency Code 2015 requirements. Details of contracts with a value exceeding £10,000 are available via The Chest.

Organization: Wirral Metropolitan Borough Council
Youth Unemployment Statistics in Scotland

This publication will complement the main Office for National Statistics (ONS) regional labour market publication.  The estimates are compiled by ONS and will be based on the rolling quarterly data from the Labour Force Survey. It will focus on the latest available youth unemployment data covering the period August - October 2011 and look at the change over the past year.  A time series of data back to January - March 2008 will also be published.

Source agency: Scottish Government

Designation: Official Statistics not designated as National Statistics

Language: English

Alternative title: Youth Unemployment in Scotland

Organization: Scottish Government
Ceremonial County boundaries of England

Polygon dataset showing each current English County as definied by the Lord Lieutenancies Act 1997. Boundaries are mostly based on OS Boundaryline. This data is released under Ordnance Survey Open Data Licence http://www.ordnancesurvey.co.uk/business-and-government/licensing/using-creating-data-with-os-products/os-opendata.html

Organization: Ministry of Housing, Communities and Local Government
Youth Reoffending in Northern Ireland

This bulletin provides information on the one year proven reoffending rate for a cohort of youths who received a non-custodial disposal at court, a diversionary disposal or were released from custody during 2010/11.

Source agency: Justice (Northern Ireland)

Designation: Official Statistics not designated as National Statistics

Language: English

Alternative title: Youth Reoffending in Northern Ireland

Organization: Department of Justice (Northern Ireland)
Youth Justice Board caseload statistics

The Youth Justice Annual Workload Data covers the workload of Youth Offending Teams (YOTs) in England and Wales and contains information on:

proven offences which have resulted in a disposal; court remands; disposals; intensive supervision and surveillance programmes; young people in custody.

Source agency: Justice

Designation: Official Statistics not designated as National Statistics

Language: English

Alternative title: Youth Justice Board caseload statistics

Organization: Ministry of Justice
Young Persons Guarantee

Statistics on the Young Persons Guarantee (YPG) which offers a guarantee of an offer of a job, training or work experience to all Jobseekers aged 18 - 24 reaching 6 months on Jobseekers allowance. This is a joint publication with the Department for Business Innovation & Skills (BIS), the Devolved Administrations and the Department for Work & Pensions (DWP). The Scottish Government will provide estimates of the number of starts in Scotland for the Routes into Work strand of the YPG.

Source agency: Scottish Government

Designation: Official Statistics not designated as National Statistics

Language: English

Alternative title: Young Persons Guarantee

Organization: Scottish Government
Young Persons Behaviour and Attitudes Survey

YPBAS is a school-based survey conducted among 11-16 year-olds. The research covers a range of topics such as demographics, social support, money, school, subject choices & further education, starting a business, nutrition, sport and physical activity, libraries, arts, modern technology, environment, travelling to school, road safety, policing, attitudes towards domestic violence, anti-social behaviour and personal safety, knife culture, smoking, alcohol, drugs and sexual experience & knowledge.

Source agency: Northern Ireland Statistics and Research Agency

Designation: Official Statistics not designated as National Statistics

Language: English

Alternative title: YBAS

Organization: Northern Ireland Statistics and Research Agency
Young people in the labour market

This analysis looks at the economic activity of young people aged 16 to 24 in the UK. Both the unemployment rate and the proportion who are unemployed in this age group are examined. In doing so, we explain how the unemployment rate is calculated, and how this measure is affected by changes in the proportion of people who are economically inactive. Data on the percentage of inactive young people in full-time education are also included in this release.

Source agency: Office for National Statistics

Designation: National Statistics

Language: English

Alternative title: Young people in the labour market

Organization: Office for National Statistics
Year 12 and 14 Examination performance at Post Primary schools in Northern Ireland

The purpose of this statistical release is to present an analysis of examination performance for pupils in year 12 and year 14 at post-primary schools in Northern Ireland. The data are taken from the Summary of Annual Examination Results (SAER) process, which collates and validates data with schools.

Source agency: Education (Northern Ireland)

Designation: National Statistics

Language: English

Alternative title: SAER

Organization: Department of Education (Northern Ireland)
Worklessness Summary Statistics: Unemployment

Model-based Unemployment Estimates; statistically modelled data, which show the number who are unemployed and the unemployment rate as a percentage of the economically active population.
Source: Office for National Statistics (ONS)
Publisher: Neighbourhood Statistics
Geographies: Local Authority District (LAD), Government Office Region (GOR), National
Geographic coverage: England and Wales
Time coverage: April 2005 - March 2006 to April 2006 - March 2007
Type of data: Modelled data

Organization: Office for National Statistics
Worklessness Summary Statistics: Economic activity rate and employment rate

Annual Population Survey; information on the number and percentage of people who are employed, economically active, and economically inactive.
Source: Office for National Statistics (ONS), Annual Population Survey (APS)
Publisher: Neighbourhood Statistics
Geographies: Local Authority District (LAD), Government Office Region (GOR), National
Geographic coverage: England and Wales
Time coverage: April 2005 - March 2006 to April 2006 - March 2007
Type of data: Survey

Organization: Office for National Statistics
Working Tax Credit (WTC)

Working Tax Credit (WTC) is additional to CTC for families with children. It tops up the earnings of such families on low or moderate incomes, and includes an element equal to 70% (in 2005-06) of eligible childcare costs. A family/s entitlement to WTC depends on its income.
Source: HM Customs and Revenue
Publisher: HM Customs and Revenue
Geographies: Lower Layer Super Output Area (LSOA), Local Authority District (LAD), County/Unitary Authority, Government Office Region (GOR), National
Geographic coverage: Great Britain
Time coverage: 2005, 2006
Type of data: Administrative data

Organization: Office for National Statistics
working age families

Adults of working age who receive additional allowances for dependent children - a subset of claimants who appear on the DWP working age client group dataset.

Source: Department for Work and Pensions (DWP)

Publisher: Nomis

Geographies: Local Authority District (LAD), County/Unitary Authority, Government Office Region (GOR), National, Parliamentary Constituency

Geographic coverage: Great Britain

Time coverage: 1995 to 2005

Type of data: Administrative data

Organization: Department for Work and Pensions
Workforce Planning for Psychology Services in NHSScotland

Psychology Services - All staff survey: national Oracle database of NHSScotland psychology services workforce.  Statistical information to describe the clinical workforce employed in NHSScotland Psychology services.  Data includes NHS Board, professional group, target age of patients treated, area of work, tier of operation, band, gender and age. As from May 2010 these statistics can be designated as National Statistics products. This publication will be released quarterly from June 2011.

Source agency: ISD Scotland (part of NHS National Services Scotland)

Designation: National Statistics

Language: English

Alternative title: Workforce Planning for Psychology Services in NHSScotland

Organization: ISD Scotland
Land Ownership

Land owned by, leased to or licenced to Hastings Borough Council (Polygon Dataset) and land owned by the Hastings and St Leonards Foreshore Charitable Trust. Always refer to the current registered title plan at the Land Registry for confirmation of registered extent.
Upon accessing this Licenced Data you will be deemed to have accepted the terms of the Public Sector End User Licence - INSPIRE (http://www.ordnancesurvey.co.uk/business-and-government/public-sector/mapping-agreements/inspire-licence.html)

Organization: Hastings Borough Council
Thurrock Smoke Control Orders

This dataset shows the boundaries of Smoke Control Orders. A Smoke Control Order is designed to reduce air pollution, prohibit residents from using solid fuel burning fires in their homes, unless “authorised fuel” (i.e. smokeless fuel) is burnt or the fuel is burnt in an “exempt appliance”, which is designed not to emit smoke.
Upon accessing this Licensed Data you will be deemed to have accepted the terms of the Public Sector End User Licence – INSPIRE

Organization: Thurrock Council
Local Wildlife Sites

Local Wildlife Sites in the Hastings Borough Council Administrative Area. A Local Wildlife Site is a non-statutory designation applying to a site of borough-wide importance recognising the wildlife value of the site to the local community. Upon accessing this Licenced Data you will be deemed to have accepted the terms of the Public Sector End User Licence - INSPIRE (http://www.ordnancesurvey.co.uk/business-and-government/public-sector/mapping-agreements/inspire-licence.html)

Organization: Hastings Borough Council
Airport Departing Passenger Survey

A survey of passengers at a range of UK airports.

The  surveys  have  included  questions  on  journey  purpose,  final  and  intermediate surface  origins/destinations,  means  of  transport  to  and  from  airports,  route  flown, country  of  residence  and  income.  This  information  is  used  in  assessing  the  type  of market served by airports and consequently for forecasting air transport demand and for planning airport facilities.


Organization: Civil Aviation Authority