AndreaBozzo/ceres-open-data-index huggingface dataset:
Sentinel Stroke National Audit Programme Clinical results 21/22

The clinical component of SSNAP prospectively collects a minimum dataset for every stroke patient since December 2012 to measure processes of acute care, rehabilitation and care in the community. SSNAP also collects outcome measures at 6 months. The aim is to improve the quality of stroke care by auditing stroke services against evidence based standards.

The latest SSNAP periodic report presents national and named team results for the entire inpatient stroke care pathway. It is based on patients admitted or discharged from hospital in the most recent 3-monthly time period.

This report contains results for important measures of inpatient stroke care including stroke unit care, thrombolysis, therapy assessments and intensity, timings of interventions, and discharge standards. It also provides comparisons where appropriate against the previous 4 periodic reports to show changes over time.

A SSNAP scoring system has been derived to enable hospitals to compare their performance against other hospitals and benchmark against the national result. This summary of performance is based upon results for 44 key indicators which are grouped into 10 domains covering key aspects of stroke care. An overall score is calculated from domain scores adjusted for case ascertainment and audit compliance. Please see technical guidance for details about how the SSNAP scores are calculated.

Extremely high standards have been set with the aim of stimulating hospitals to identify where improvements are needed and drive change. Nowhere else in the world has set as stringent standards and the results should be read in this context.
SSNAP Summary Results: This excel file contains summary information by named team for 44 key indicators within 10 domains of care in addition to measures of overall performance based on the SSNAP scoring system.

SSNAP Summary Results: This excel file contains summary information by named team for 44 key indicators within 10 domains of care in addition to measures of overall performance based on the SSNAP scoring system.

Full Results Portfolio: This is a very detailed file containing results for every stroke measure collected by SSNAP. It is intended as a reference document for those who wish to drill-down in more detail than the summary results.


Organization: Healthcare Quality Improvement Partnership
Camden Neighbourhood Profile - Camden New Town

The neighbourhood profiles are 22 data profiles that, collectively, cover the whole borough of Camden. The profiles contain comprehensive, verifiable and up-to-date statistics from a variety of sources about the community characteristics, assets and strengths, challenges and needs in each neighbourhood. They are designed to help the Council, other statutory partners and the VCS understand what is being delivered in small areas and the resources that already exist in each area, and identify any gaps.

The neighbourhoods are composites of lower super output areas (LSOAs), which are smaller than wards. The neighbourhoods do not conform to administrative boundaries or electoral wards. Their borders are instead based on the actual way that residents identify with particular areas and how they really move about within certain localities.

Tags: statistics
Organization: London Borough of Camden
Sentinel Stroke National Audit Programme (SSNAP) - Post-acute organisational audit 2021

The SSNAP post-acute organisational audit is a snapshot audit which supersedes the first organisational audit of post-acute stroke service commissioning carried out in 2015. It reports on the structure and organisation of post-acute stroke services in England, Wales and Northern Ireland. The results reflect the organisation of post-acute stroke services as of 1 April 2021. In total 664 post-acute stroke service providers submitted information to the audit.

The results of the 2021 post-acute organisational audit contain national and service level findings on the organisation of stroke services, including collection and reporting on data such as staffing levels, access to timely multidisciplinary care and 7-day working.

National Report: Contains national results for many key aspects of post-acute stroke service organisation, including the 14 key indicators, it gives a comprehensive overview of the organisation of post-acute inpatient and community-based multidisciplinary services and highlights areas of good practice and areas requiring improvements.

The full results portfolio: Presents service level and national performance against the 14 key indicators (KIs) identified for the 2021 Post-acute organisational audit. The majority of which were applied to post-acute inpatient and community-based multidisciplinary teams only. It gives a comprehensive overview of the organisation of post-acute inpatient and community-based multidisciplinary services.

Organization: Healthcare Quality Improvement Partnership
Sentinel Stroke National Audit Programme (SSNAP) - Acute Organisational Audit 2019

The SSNAP acute organisational audit is a snapshot audit which runs on a biennial basis and reports on the structure and organisation of acute stroke services in England, Wales and Northern Ireland. The results of the 2019 acute organisational audit contain national and hospital level findings on the organisation of stroke services, in particular acute care organisation, staffing levels and skill mix, provision of stroke treatments, TIA (mini stroke) services, engagement with patients and carers, and pathway at discharge. The results reflect the organisation of stroke services as of 3 June 2019. 100% of eligible hospitals in England, Wales and Northern Ireland participated in the audit.

The full results portfolio of named hospital results, available to download below, describes the performance for all 169 participating sites in England, Wales and Northern Ireland. All participating sites were measured against 10 key indicators of acute stroke service organisation enabling hospitals to compare their performance with others and benchmark themselves against national standards and results.

Full Results Portfolio: A very detailed file showing hospital level results for the 10 key indicators of acute stroke service organisation as well as every data item benchmarked against the national average.

National report: Includes national level results for the 2019 acute organisational audit. Includes national performance against 10 key indicators and many important aspects of acute stroke service organisation, clinical commentary, changes over time and country comparisons

Organization: Healthcare Quality Improvement Partnership
Sentinel Stroke National Audit Programme (SSNAP) - Acute Organisational Audit 2021

The SSNAP acute organisational audit is a snapshot audit which runs on a biennial basis and reports on the structure and organisation of acute stroke services in England, Wales and Northern Ireland. The results of the 2021 acute organisational audit contain national and hospital level findings on the organisation of stroke services, in particular acute care organisation, staffing levels and skill mix, provision of stroke treatments, TIA (mini stroke) services, engagement with patients and carers, and pathway at discharge. The results reflect the organisation of stroke services as of 1 October 2021. 100% of eligible hospitals in England, Wales and Northern Ireland participated in the audit.

The full results portfolio of named hospital results, available to download below, describes the performance for all 157 participating sites in England, Wales and Northern Ireland. All participating sites were measured against 10 key indicators of acute stroke service organisation enabling hospitals to compare their performance with others and benchmark themselves against national standards and results.

Full Results Portfolio: A very detailed file showing hospital level results for the 10 key indicators of acute stroke service organisation as well as every data item benchmarked against the national average.

National report: Includes national level results for the 2021 acute organisational audit. Includes national performance against 10 key indicators and many important aspects of acute stroke service organisation, clinical commentary, changes over time and country comparisons

Organization: Healthcare Quality Improvement Partnership
Phase 2 Lowland Grassland Survey of Wales


      This project comprised of a detailed survey of plant communities in semi-natural lowland grassland vegetation across Wales. The purpose of this data capture was to characterise the semi-natural lowland grassland vegetation of Wales and to provide a systematic conservation assessment of the sites surveyed. The survey locations and sites vary in size and complexity from small uniform hay-meadows of less than 1 ha, to extensive wet-dry pasture systems covering over 100 ha. The datasets which were produced from this project have been extensively validated and verified. However, the main limitation of these datasets is their age. Habitat composition may change over time due to successional trends, agricultural treatments or even planned developments, which means that there is no guarantee
 that the information within these datasets is still representative on the ground today. However they do provide an important long-term catalogue of data which can be used to monitor changes to the grassland environments overtime.  The dataset contributes to JNCC's UK Lowland Grassland Database, held by the Lowland Grassland Lead Co-ordination Network at EN in Peterborough.

The original Phase 2 Grassland Survey datasets (1987 – 2004) have now been put into a folder called Archive and the whole dataset has been updated with new and re-mapped sites. These now have the suffix 2020, and cover a time period 1989 – 2018.
    

Tags: Biodiversity, Habitats and biotopes, Nature conservation
Organization: Natural Resources Wales
Phase 2 Lowland Peatland Survey of Wales


      This dataset is part of the Phase 2 Habitats surveys conducted across Wales. It consists of a detailed survey of plant communities in lowland peatland vegetation.  The survey work was split into two time periods, with the first Phase 2 lowland peatland surveys being conducted between 1977 and 1982. There was then a break between this and the second tranche of surveys which have occurred from 2004 onwards. These more modern surveys were conducted on sites already covered on the 1997-1982 surveys and on newer identified sites. The surveys were conducted at Phase 2 (plant community) level of herbaceous mire habitats predominantly within the lowland environment of Wales. Key project outputs include site-based assessments of community type, distribution and ecology and evaluative accounts
 of vegetation and its condition. Strategic outputs include Area of Search/regional/all Wales synthesis and analysis of data to inform site selection, conservation and restoration. This part of the Phase 2 survey just includes species datasets collected by Countryside Council for Wales and Natural Resources Wales in-house expert Phase 2 survey team.  Peer-based quality assurance is carried out within the team and by CCW's Peatland Specialist. Regular meetings are held to ensure consistent community and species determination and survey protocol application.

The primary objective of the survey is to characterise and evaluate the vegetation cover of lowland peatlands in Wales to ensure the identification, protection and management of important peatland sites.  All Wales coverage although sites vary in size and complexity. The survey programme is almost wholly confined to lowland mires, i.e. those below the upper functional limit of agricultural enclosure. A few mires above this limit may be considered where they display essentially lowland characteristics or where survey would provide additional critical information for rare communities. The survey encompasses all lowland Sites of Special Scientific Interest (SSSI) supporting at least one independently qualifying peatland feature. The only exceptions to this are (i) the largest of the raised mi
res (namely Cors Fochno, Cors Caron, and Fenns, Whixall, Bettisfield, Wem and Cadney Mosses), and (ii) any sites for which recent reliable information collected in a manner broadly comparable to that of the current survey is already available. Non-statutory sites are included if they have peatland features considered likely to be of individually qualifying status or if they have a notable mire element. A 0.5 ha threshold for individual or groups of communities has been used to help prioritise sites for survey.

    

Tags: Biodiversity, Habitats and biotopes, Plants
Organization: Natural Resources Wales
Waste Permit Returns Data Interrogator


      All operators of regulated waste management facilities have to provide us with details of the quantities and types of waste they deal with i.e. waste received into site and waste sent on from site to other facilities or processes. This data is used to monitor compliance but has historically been used by the EC, DEFRA and local authorities to assist in planning for new waste facilities and for monitoring against statutory targets. We have provided this data in an interrogatable format.
    

Tags: Utility and governmental services
Organization: Natural Resources Wales
East Riding of Yorkshire Nox Tubesv1

This is a point datasete showing the location of NOx tubes within the East Riding of Yorkshire. Although every attempt has been made to identify all such locations within the East Riding of Yorkshire there may be some that have been overlooked.

Tags: East Riding of Yorkshire, Environmental Monitoring Facilities, Human Health and Saftey, INSPIRE, nox, tubes
Organization: East Riding of Yorkshire Council
Building Standards (DEPRECATED) - Scotland

A Building Standards Register is maintained by local authorities under the terms of Section 24 of the Building (Scotland) Act 2003. Local authorities are responsible for granting permission for work to be done (building warrant) and for a completed building to be occupied (completion certificate). These registers are online and searchable and published as weekly lists in a similar way to planning applications.

Registers typically contain details of applications at the following stages of the building warrant process:

- Received
- Decided
- Commenced
- Completed

The datasets are presented as follows:

1. Building Standards - Weekly Lists (Points):  A point layer showing an amalgamation of the current calendar year's weekly lists for all Scottish planning authorities in terms of applications registered and/or decided by a local authority. This should be a complete dataset across Scotland using X/Y co-ordinates, UPRN or postcode as corresponding geometry. This is categorised by application status, local authority and date of weekly list.
2. Building Standards - Weekly Lists (Polygons): A polygon layer showing an amalgamation of the current calendar year's weekly lists for most Scottish local authorities in terms of applications registered and/or decided by a local authority. This is only for authorities that publish site boundary mapping data online. This is categorised by application status, local authority and date of weekly list.
3. Building Standards - historic year layers (Points): Point layer for all previous year's building standards applications with summary details for most Scottish local authorities. This should be a complete dataset across Scotland using X/Y co-ordinates, UPRN or postcode as corresponding geometry.
4. Building Standards - historic year layers (Polygons): Polygon layers for all previous year's building standards applications with summary details for most Scottish local authorities. This is only for authorities that publish site boundary mapping data online and is not complete across Scotland.

This data is collected and published weekly (for weekly lists) and this metadata record is updated weekly.

We strongly recommend that, when using the WFS for this dataset, because of it's size you should use it with a filter.

*Moray's data has currently been removed from this dataset. We will find a solution to this in due course*

Tags: Buildings, Land use
Organization: Scottish Government SpatialData.gov.scot
National Diabetes Inpatient Audit - Harms

The Audit seeks to monitor these four complications:

Did the patient require injectable rescue treatment for Hypoglycaemia (Hypo) more than 6 hours after admission?

Was the patient diagnosed with new onset Diabetic KetoAcidosis (DKA) more than 24 hours after admission?

Was the patient diagnosed with new onset Hyperglycaemic Hyperosmolar State (HHS) more than 24 hours after admission?

Was the patient diagnosed with a new onset foot ulcer more than 72 hours after admissions?

Organization: NHS Digital
UK Performance Indicators, 2002/03 to 2020/21

The UK Performance Indicators provide comparative data on the performance of higher education (HE) providers across several areas.

The areas that the Performance Indicators cover are: 
 - Widening participation
 - Non-continuation rates (including projected outcomes)
 - Experimental statistics - UK Performance Indicators for Alternative Providers
 - Employment of leavers (2002/03 to 2016/17)

In May 2021 we announced the discontinuation of the HESA UK Performance Indicators (UKPIs) in the form in which they had been published by HESA since 2003. We reached this decision in response to the significant changes in the policy and regulatory environments across the nations of the UK over the period since these indicators had been launched. In making this decision, we recognised the fact that development of the indicators had failed to keep pace with those changes in the wider environment. In particular, the emergence of extensive new suites of regulatory measures in recent years alongside lack of development in the UKPIs had led to a situation in which statistical coherence in key measures for users was compromised. The HESA UKPIs published in 2022 were therefore the final edition.

Organization: Higher Education Statistics Agency
RCOphth NOD National Cataract Audit Year 6 data

The data is for the sixth prospective year of the National Cataract Audit corresponding to the 2021 NHS year (01/04/2021 to 31/03/2022). The data was collected as part of routine clinical care on electronic medical record systems in 159 participating centres. The three metrics used in the national cataract audit are case ascertainment and adjusted rates for posterior capsular rupture and visual acuity loss. The denominator for case ascertainment was the number of cataract operations reported to NHS digital or Digital Health and Care Wales (DHCW) performed using phacoemulsification. Operative data is more consistent than postoperative data as not all centres use the electronic medical record systems in all areas of their hospital eye service. Postoperative results do not include operations performed in the last 2 months of the audit year or for centres with <50 eligible operations in the postoperative time period. Visual acuity estimates are only produced for centres with at least 50 eligible operations with the relevant visual acuity measurement. Comprehensive information regarding the eligibility criteria used in the National Cataract Audit can be found on the audit website (www.nodaudit.org.uk). Results are provided for contributing NHS Trusts, Welsh Health Boards, Independent Sector Treatment Centres (ISTC), one private sector provider centre and one centre from Guernsey. The results for Bradford Teaching Hospitals NHS Foundation Trust include patients from Airedale Hospital NHS Foundation Trust as cataract surgery for Airedale patients is performed in Bradford Teaching Hospitals NHS Foundation Trust sites. Results for Moorfields Eye Hospital NHS Foundation Trust include data for patients treated in Bedford Hospital from the Bedfordshire Hospitals NHS Foundation Trust and data for patients treated in the Croydon Health Services NHS Trust.

Organization: Royal College of Ophthalmologists
BEIS Organogram of Staff Roles & Salaries

Organogram (organisation chart) showing all staff roles. Names and salaries are also listed for the Senior Civil Servants.
Organogram data is released by all central government departments and their agencies. Snapshots are published on 31st January, 30th April, 31st July and 31st October. The published data is validated and released in CSV format and OGL-licensed for reuse. For more information about this series, see: http://guidance.data.gov.uk/organogram-data.html. Note for data from March 2023: Staff are still reported as BEIS until the transfer of function order has been complete and employees have moved to DBaT, DSIT and DESNZ payroll systems

Organization: Department for Business, Energy and Industrial Strategy
FCA: Financial promotions quarterly data 2023 Q2

The FCA analyses the data, from 1 April 2023 and 30 June 2023, resulting from action it has taken against authorised firms breaching financial promotion rules and referrals, and investigations into unregulated activity.

This data provides an overview of how the FCA is working to improve standards across the market so that consumers are provided with clear and fair financial promotions which are not misleading.

The latest data shows the FCA reviewed 301 financial adverts relating to authorised firms, and its engagement resulted in 1,507 promotions being amended or withdrawn. Retail lending (with 29%), and retail investments (41%) are the sectors with the highest amend/withdraw outcomes, amounting to just over 70% of the FCA's interventions with authorised firms.

Organization: Financial Conduct Authority (FCA)
FCA: The retail intermediary market 2022

Firms that provide advice on, or arrange, mortgages, insurance policies or retail investment products for consumers must send the FCA information about their activities on the Retail Mediation Activities Return (RMAR).

The FCA uses this information to help it supervise the activities of these intermediary firms and inform its other regulatory functions. This analysis gives an update on firms in the retail intermediary sector based on data for 2022.

In the analysis the FCA categorises firms based on their main type of regulated business activity, for example financial advisers, insurance intermediaries, mortgage brokers.

Organization: Financial Conduct Authority (FCA)
NI Water Statement of Total Recognised Gains and Losses 2020 2021

NI Water Annual Information Return 2020 2021 Table 18c Regulatory Account Historical Cost Accounting Statement of Total Recognised Gains and Losses

Tags: AIR21, Annual Information Return 2020 2021, NI Water, Northern Ireland Water, Statement of total recognised gains and losses, Table 18c, historical cost accounting, regulatory accounts
Organization: OpenDataNI
NI Water Sewerage Sub - Area Explanatory Factors 2020 2021

NI Water Annual Information Return 2020 2021 Table 17a Sewerage Explanatory Factors Sewerage Sub - Area Explanatory Factors

Tags: AIR21, Annual Information Return 2020 2021, NI Water, Northern Ireland Water, Sewerage Sub Area Explanatory Factors, Table 17a, sewerage explanatory factors
Organization: OpenDataNI
NI Water AIR21 Nominated Outputs Delivered by PC15 2020 2021

NI Water Annual Information Return 2020 2021 Table 40a Nominated Outputs Delivered by PC15 Capital Projects and Programmes of Work

Tags: AIR21, Annual Information Return 2020 2021, Delivered by PC15, NI Water, Northern Ireland Water, Programmes of work, Table 40a, capital projects, nominated outputs
Organization: OpenDataNI
NI Water Sewerage Service Key Outputs and Service Delivery 2020 2021

NI Water Annual Information Return 2020 2021 Table B Board's Overview Sewerage Service Key Outputs and Service Delivery Water Service

Tags: AIR21, Annual Information Return 2020 2021, Key Outputs and Service Delivery, NI Water, Northern Ireland Water, Sewerage Service, Table B, water service
Organization: OpenDataNI