15 datasets found
  1. f

    Data_Sheet_2_COVID-19 UK Lockdown Forecasts and R0.ZIP

    • frontiersin.figshare.com
    zip
    Updated May 30, 2023
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    Greg Dropkin (2023). Data_Sheet_2_COVID-19 UK Lockdown Forecasts and R0.ZIP [Dataset]. http://doi.org/10.3389/fpubh.2020.00256.s002
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    zipAvailable download formats
    Dataset updated
    May 30, 2023
    Dataset provided by
    Frontiers
    Authors
    Greg Dropkin
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Area covered
    United Kingdom
    Description

    Introduction: The first reported UK case of COVID-19 occurred on 30 January 2020. A lockdown from 24 March was partially relaxed on 10 May. One model to forecast disease spread depends on clinical parameters and transmission rates. Output includes the basic reproduction number R0 and the log growth rate r in the exponential phase.Methods: Office for National Statistics data on deaths in England and Wales is used to estimate r. A likelihood for the transmission parameters is defined from a gaussian density for r using the mean and standard error of the estimate. Parameter samples from the Metropolis-Hastings algorithm lead to an estimate and credible interval for R0 and forecasts for cases and deaths.Results: The UK initial log growth rate is r = 0.254 with s.e. 0.004. R0 = 6.94 with 95% CI (6.52, 7.39). In a 12 week lockdown from 24 March with transmission parameters reduced throughout to 5% of their previous values, peaks of around 90,000 severely and 25,000 critically ill patients, and 44,000 cumulative deaths are expected by 16 June. With transmission rising from 5% in mid-April to reach 30%, 50,000 deaths and 475,000 active cases are expected in mid-June. Had such a lockdown begun on 17 March, around 30,000 (28,000, 32,000) fewer cumulative deaths would be expected by 9 June.Discussion: The R0 estimate is compatible with some international estimates but over twice the value quoted by the UK government. An earlier lockdown could have saved many thousands of lives.

  2. Deaths registered weekly in England and Wales, provisional

    • ons.gov.uk
    • cy.ons.gov.uk
    xlsx
    Updated Mar 26, 2025
    + more versions
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    Office for National Statistics (2025). Deaths registered weekly in England and Wales, provisional [Dataset]. https://www.ons.gov.uk/peoplepopulationandcommunity/birthsdeathsandmarriages/deaths/datasets/weeklyprovisionalfiguresondeathsregisteredinenglandandwales
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    xlsxAvailable download formats
    Dataset updated
    Mar 26, 2025
    Dataset provided by
    Office for National Statisticshttp://www.ons.gov.uk/
    License

    Open Government Licence 3.0http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
    License information was derived automatically

    Description

    Provisional counts of the number of deaths registered in England and Wales, by age, sex, region and Index of Multiple Deprivation (IMD), in the latest weeks for which data are available.

  3. Coronavirus (COVID-19) Infection Survey headline results, UK

    • ons.gov.uk
    • cy.ons.gov.uk
    xlsx
    Updated Mar 24, 2023
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    Office for National Statistics (2023). Coronavirus (COVID-19) Infection Survey headline results, UK [Dataset]. https://www.ons.gov.uk/peoplepopulationandcommunity/healthandsocialcare/conditionsanddiseases/datasets/coronaviruscovid19infectionsurveyheadlineresultsuk
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    xlsxAvailable download formats
    Dataset updated
    Mar 24, 2023
    Dataset provided by
    Office for National Statisticshttp://www.ons.gov.uk/
    License

    Open Government Licence 3.0http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
    License information was derived automatically

    Area covered
    United Kingdom
    Description

    Headline estimates for England, Wales, Northern Ireland and Scotland. 

  4. w

    Fire statistics data tables

    • gov.uk
    Updated Mar 13, 2025
    + more versions
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    Fire statistics data tables [Dataset]. https://www.gov.uk/government/statistical-data-sets/fire-statistics-data-tables
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    Dataset updated
    Mar 13, 2025
    Dataset provided by
    GOV.UK
    Authors
    Home Office
    Description

    This information covers fires, false alarms and other incidents attended by fire crews, and the statistics include the numbers of incidents, fires, fatalities and casualties as well as information on response times to fires. The Home Office also collect information on the workforce, fire prevention work, health and safety and firefighter pensions. All data tables on fire statistics are below.

    The Home Office has responsibility for fire services in England. The vast majority of data tables produced by the Home Office are for England but some (0101, 0103, 0201, 0501, 1401) tables are for Great Britain split by nation. In the past the Department for Communities and Local Government (who previously had responsibility for fire services in England) produced data tables for Great Britain and at times the UK. Similar information for devolved administrations are available at https://www.firescotland.gov.uk/about/statistics/" class="govuk-link">Scotland: Fire and Rescue Statistics, https://statswales.gov.wales/Catalogue/Community-Safety-and-Social-Inclusion/Community-Safety" class="govuk-link">Wales: Community safety and http://www.nifrs.org/" class="govuk-link">Northern Ireland: Fire and Rescue Statistics.

    If you use assistive technology (for example, a screen reader) and need a version of any of these documents in a more accessible format, please email alternativeformats@homeoffice.gov.uk. Please tell us what format you need. It will help us if you say what assistive technology you use.

    Related content

    Fire statistics guidance
    Fire statistics incident level datasets

    Incidents attended

    https://assets.publishing.service.gov.uk/media/6787aa6c2cca34bdaf58a257/fire-statistics-data-tables-fire0101-230125.xlsx">FIRE0101: Incidents attended by fire and rescue services by nation and population (MS Excel Spreadsheet, 94 KB) Previous FIRE0101 tables

    https://assets.publishing.service.gov.uk/media/6787ace93f1182a1e258a25c/fire-statistics-data-tables-fire0102-230125.xlsx">FIRE0102: Incidents attended by fire and rescue services in England, by incident type and fire and rescue authority (MS Excel Spreadsheet, 1.51 MB) Previous FIRE0102 tables

    https://assets.publishing.service.gov.uk/media/6787b036868b2b1923b64648/fire-statistics-data-tables-fire0103-230125.xlsx">FIRE0103: Fires attended by fire and rescue services by nation and population (MS Excel Spreadsheet, 123 KB) Previous FIRE0103 tables

    https://assets.publishing.service.gov.uk/media/6787b3ac868b2b1923b6464d/fire-statistics-data-tables-fire0104-230125.xlsx">FIRE0104: Fire false alarms by reason for false alarm, England (MS Excel Spreadsheet, 295 KB) Previous FIRE0104 tables

    Dwelling fires attended

    https://assets.publishing.service.gov.uk/media/6787b4323f1182a1e258a26a/fire-statistics-data-tables-fire0201-230125.xlsx">FIRE0201: Dwelling fires attended by fire and rescue services by motive, population and nation (MS Excel Spreadsheet, 111 KB) <a href="https://www.gov.uk/government/statistical-data-sets/fire0201-previous-data-t

  5. c

    Impact of COVID-19 on Domiciliary Care Workers in Wales: The OSCAR...

    • datacatalogue.cessda.eu
    • beta.ukdataservice.ac.uk
    Updated Mar 24, 2025
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    Schoenbuchner, S; Jones, H; Cannings-John, R (2025). Impact of COVID-19 on Domiciliary Care Workers in Wales: The OSCAR Quantitative Study, 2016-2021 [Dataset]. http://doi.org/10.5255/UKDA-SN-855908
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    Dataset updated
    Mar 24, 2025
    Dataset provided by
    Cardiff University
    Authors
    Schoenbuchner, S; Jones, H; Cannings-John, R
    Time period covered
    Apr 1, 2016 - Nov 30, 2021
    Area covered
    United Kingdom
    Variables measured
    Individual
    Measurement technique
    The OSCAR study (Outcomes for Social Carers: an Analysis using Routine data) aimed to utilise the registration data collected by Social Care Wales, individually linked to secure anonymised electronic health records via the Secure Anonymised Information Linkage (SAIL) Databank (Swansea University), a privacy-protecting trusted research environment (TRE). These data were combined with EHR data sources within the SAIL Databank. The study population was all registered DCWs resident in Wales on 1st March 2020 who did not subsequently opt-out to their data being linked for research.
    Description

    Occupational registration data was linked to anonymised electronic health records maintained by the Secure Anonymised Information Linkage (SAIL) Databank in a privacy-protecting trusted research environment. We examined records for all linked care workers from 1st March 2016 to 30th November 2021.

    Domiciliary Care Workers (DCWs) are employed in both public and private sectors to support adults at home. The support they provide varies but often includes personal care, which demands close contact between care worker and the person being supported. Since the start of the COVID-19 pandemic, people working across the care sectors in England and Wales have experienced higher rates of death involving COVID-19 infection. Social care workers, in both residential and domiciliary care settings, have been particularly badly affected, with rates of death involving COVID-19 approximately double that for health care workers.

    We do not fully understand the full impact on domiciliary care worker mortality, how COVID-19 has affected worker health more broadly, and the risk factors which contribute to these. Existing evidence on deaths from the ONS relies on occupational classification. However, for many individuals reported as dying with some COVID-19 involvement, information on occupation is missing (18% and 40% missing for males and females respectively). The impact of COVID-19 on the health of domiciliary care workers (DCWs) is therefore likely to be considerable, including on COVID-19 infection itself, mental health, and respiratory illnesses. We aim to generate rapid high-quality evidence based on the views of care workers and by linking care workers' registration data to routine health data. We can use this information to inform public health interventions for safer working practice and additional support for care workers.

    Our study will use a combination of research methods. We will use existing administrative data involving carer professional registration records as well as health care records. Our analysis of these data will be guided in part by qualitative interviews that we will conduct with domiciliary care workers in Wales. The interviews will address the experiences of care workers during the course of the pandemic.

    Registration data for care workers in Wales will be securely transferred from the regulatory body, Social Care Wales (SCW) to the Secured Anonymised Information Linkage (SAIL) Databank at Swansea University. These data will be combined with anonymised health records made available from the SAIL databank. Information which could be used to identify individual care workers will be removed in this process. We expect that this will create a research database of all domiciliary care workers in Wales, approximately 17,000 individuals. From this group we will also identify about 30 care workers to be approached via SCW to take part in a qualitative interview. The interview sample will be chosen so that it includes workers from a variety of backgrounds.

    In our analysis, we will describe the socio-demographic characteristics of the group of care workers in the research database, for example, their average age. We will establish the number of care workers with both suspected and confirmed COVID-19 infection. Will explore how infection with COVID-19 has impacted on key health outcomes, including whether workers were admitted to hospital or died. We will also explore the health of care workers before and during COVID-19 pandemic. We will use the information gained from interviews with care workers to guide the way we analyse the health records of the care workers. Finally, we will examine how well the results from our analysis of care workers in Wales can be used inform what may be happening for workers in other countries in the UK.

    To ensure that our findings will be of most use to those working in social care, we will work with an Implementation Reference Group. The group will include key stakeholders such as representatives from regulators from across the UK. Working with this group, we will provide rapid recommendations to drive public health initiatives for care worker safety. This may include changes in working practices and longer-term service planning to support care worker health needs.

  6. Unemployment rate in the UK 2000-2024, by age group

    • statista.com
    • flwrdeptvarieties.store
    Updated Feb 18, 2025
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    Statista (2025). Unemployment rate in the UK 2000-2024, by age group [Dataset]. https://www.statista.com/statistics/974421/unemployment-rate-uk-by-age/
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    Dataset updated
    Feb 18, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United Kingdom
    Description

    Approximately 14.8 percent of people aged 16 to 24 were unemployed in the United Kingdom in the fourth quarter of 2024, the highest of any age group in that month. During this time period, older age groups have had much lower unemployment rates than younger ones, who have consistently had the highest unemployment rate. For almost all the age groups, the peak in the unemployment rate was recorded in 2011 when almost a quarter of young working age people were unemployed. Young adults in the labor market In the provided time period, youth unemployment was at its lowest rate in the third quarter of 2022, when it was 10.3 percent. Since then, there has been a noticeable uptick in youth unemployment, which was 14.8 percent towards the end of 2024. A more long-term trend among this age group is the increase in economic inactivity, with 40.8 percent of 16 to 24-year-old's not in work or actively looking for work in 2024. Although students or people in training account for a high share of this economic inactivity, there has also been a rise in the proportion of young adults who are not in education, employment or training (NEET), which reached a ten-year-high of 13.2 percent in late 2024. Unemployment up from low baseline in late 2024 In 2022, the UK labor market, had very low levels of unemployment along with a record number of job vacancies. Throughout 2023 and 2024, this very tight labor market began to loosen, although is still quite low by historic standards. One indicator that has stood out since the COVID-19 pandemic, however, has been the number of people economically inactive due to being on long-term sick leave, which reached 2.82 million in the first quarter of 2024, and has been the main reason for economic inactivity in the UK since late 2021.

  7. Summary of key COVID-19 Statistics in NSW, VIC, and WA, as of October 11th...

    • plos.figshare.com
    xls
    Updated Jun 17, 2023
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    Long Chu; R. Quentin Grafton; Tom Kompas (2023). Summary of key COVID-19 Statistics in NSW, VIC, and WA, as of October 11th 2021. [Dataset]. http://doi.org/10.1371/journal.pgph.0000499.t002
    Explore at:
    xlsAvailable download formats
    Dataset updated
    Jun 17, 2023
    Dataset provided by
    PLOShttp://plos.org/
    Authors
    Long Chu; R. Quentin Grafton; Tom Kompas
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Area covered
    New South Wales
    Description

    Summary of key COVID-19 Statistics in NSW, VIC, and WA, as of October 11th 2021.

  8. f

    Australian Public Health Measures and Economy Costs by Stringency of Public...

    • plos.figshare.com
    xls
    Updated Jun 14, 2023
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    Long Chu; R. Quentin Grafton; Tom Kompas (2023). Australian Public Health Measures and Economy Costs by Stringency of Public Health Measures. [Dataset]. http://doi.org/10.1371/journal.pgph.0000499.t005
    Explore at:
    xlsAvailable download formats
    Dataset updated
    Jun 14, 2023
    Dataset provided by
    PLOS Global Public Health
    Authors
    Long Chu; R. Quentin Grafton; Tom Kompas
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Area covered
    Australia
    Description

    Australian Public Health Measures and Economy Costs by Stringency of Public Health Measures.

  9. Deaths registered monthly in England and Wales

    • ons.gov.uk
    • cy.ons.gov.uk
    • +1more
    xlsx
    Updated Mar 19, 2025
    + more versions
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    Office for National Statistics (2025). Deaths registered monthly in England and Wales [Dataset]. https://www.ons.gov.uk/peoplepopulationandcommunity/birthsdeathsandmarriages/deaths/datasets/monthlyfiguresondeathsregisteredbyareaofusualresidence
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    xlsxAvailable download formats
    Dataset updated
    Mar 19, 2025
    Dataset provided by
    Office for National Statisticshttp://www.ons.gov.uk/
    License

    Open Government Licence 3.0http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
    License information was derived automatically

    Area covered
    England
    Description

    Number of deaths registered each month by area of usual residence for England and Wales, by region, county, health authorities, local and unitary authority, and London borough.

  10. Percentage of people in Wales who say they can speak Welsh by local...

    • statista.com
    Updated Nov 27, 2024
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    Percentage of people in Wales who say they can speak Welsh by local authority 2024 [Dataset]. https://www.statista.com/statistics/383038/welsh-language-speakers-by-region/
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    Dataset updated
    Nov 27, 2024
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    Wales, United Kingdom
    Description

    Approximately 28 percent of people in Wales advised that they were able to speak Welsh in 20224. The share of people who could speak Welsh ranged from over three-quarters of the population in Gwynedd, located in the North West of Wales, to 14.5 percent in Blaenau Gwent, a small county borough in the South East of the country.

  11. Legal aid statistics: July to September 2022

    • gov.uk
    • s3.amazonaws.com
    Updated Dec 15, 2022
    + more versions
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    Ministry of Justice (2022). Legal aid statistics: July to September 2022 [Dataset]. https://www.gov.uk/government/statistics/legal-aid-statistics-july-to-september-2022
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    Dataset updated
    Dec 15, 2022
    Dataset provided by
    GOV.UKhttp://gov.uk/
    Authors
    Ministry of Justice
    Description

    The quarterly legal aid statistics bulletin presents statistics on the legal aid scheme administered by the Legal Aid Agency (LAA) for England and Wales. This edition comprises the first release of statistics for the three month period from July to September 2022 and also provides the latest statement of figures for all earlier periods. This edition also includes figures on Criminal Legal Aid Reform accelerated measures. These statistics are derived from data held by LAA, produced and published by Legal Aid Statistics team of the Ministry of Justice (MOJ). Link to Data visualisation tool, a web-based tool allowing the user to view and customize charts and tables based on the published statistics.

    This publication shows that expenditure across civil legal aid has increased year on year and has also increased more over the recent quarters. Following recovery from the impact of the pandemic, criminal legal aid expenditure has fallen in the most recent quarter due to strike action in the Crown Court in which impacted workload completed within the period.

    Statistician’s Comment

    Criminal legal aid workload for representation at the courts had returned to levels seen before covid but in the last few quarters we’ve seen falls in both courts suggesting a sustained fall in cases reaching court. In the most recent quarter, we have seen an increase in both police station claims and a corresponding representation orders at the magistrates’ court halting this trend. The increase to extended sentencing powers at the magistrates’ court, since implementation in May 2022, has been feeding through to overall volumes with less committals for sentence arriving at the Crown Court and subsequently more work held at the lower court.

    Civil legal aid volumes and expenditure show a varied picture compared to last year. Overall civil expenditure is returning to pre-pandemic levels driven by family law expenditure. Other non-family workload has not recovered to the same extent and this is driven by a slow recovery of housing work although in the last quarter this has increased. Overall civil legal aid workload still remains below pre-pandemic levels although trends are increasing in domestic violence, mental health and, within exceptional case funding, immigration.

    It was expected that criminal and civil legal aid volumes would return to, and even temporarily exceed, historic trend levels and more recent falls could be due to this return to normal levels.

    Pre-release

    Pre-release access of up to 24 hours is granted to the following persons:

    Ministry of Justice

    Secretary of State for Justice, Parliamentary Under Secretary of State, Permanent Secretary, Head of Legal Aid Policy (2), Special Advisor Inbox, Legal Aid Policy Officials (3), Press Officers (4), Digital Officers (2), Private secretaries (5), Legal Aid Analysis (2)

    Legal Aid Agency

    Chief Executive, Chief Executive’s Office, Head of Financial Forecasting, Senior External Communications Manager, Director of Finance Business Partnering, Service Development Managers (2), Exceptional and Complex Cases Workflow Co-ordinator, Change Manager

  12. Death from cocaine use in England and Wales 1993-2023

    • statista.com
    Updated Feb 7, 2025
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    Statista (2025). Death from cocaine use in England and Wales 1993-2023 [Dataset]. https://www.statista.com/statistics/470811/drug-poisoning-deaths-cocaine-in-england-and-wales/
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    Dataset updated
    Feb 7, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    England
    Description

    In England and Wales, the number of deaths as a result of cocaine use has been increasing significantly over the last 25 years. In 1993, there were only eleven deaths due to cocaine use in England and Wales, by 2023 the number of deaths had risen 1,118. The UK has the highest share of users in Europe In 2019, the United Kingdom had the highest prevalence of cocaine users in Europe at 2.7 percent. This was followed by Spain and the Netherlands which both had around two percent of individuals using cocaine in this period. Age of cocaine users in the UK When broken down by age, the highest prevalence of cocaine users in England and Wales can be found in the youngest age groups. Almost over six percent of those aged 15 to 24 years used cocaine in 2018, and 4.6 percent in the above age group, 25 to 34 years, used in the same year. Additionally, since 2010 the share of school children who have taken cocaine in England has increased.

  13. Incorporated companies in the UK January to March 2021 (revised)

    • gov.uk
    Updated Jun 24, 2021
    + more versions
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    Companies House (2021). Incorporated companies in the UK January to March 2021 (revised) [Dataset]. https://www.gov.uk/government/statistics/incorporated-companies-in-the-uk-january-to-march-2021
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    Dataset updated
    Jun 24, 2021
    Dataset provided by
    GOV.UKhttp://gov.uk/
    Authors
    Companies House
    Area covered
    United Kingdom
    Description

    Companies House produces quarterly reports about those companies newly incorporated to and removed from the register, and the total and effective register sizes. Additional information is provided on company liquidations and other insolvency procedures.

    Information is provided for all companies, for public companies and for limited liability partnerships (LLPs). Tables cover the UK as a whole, and England and Wales, Scotland, and Northern Ireland individually.

    The full statistical report is currently provided in English only. If you would like to see a Welsh translation of future versions of this report, contact statistics@companieshouse.gov.uk.

    Revision notice

    We have corrected an error in the datasets for England and Wales, Scotland and Northern Ireland for the “Insolvencies and Liquidations” tabs (“d” Tables). In these tables only a discrepancy occurred in the 2020 quarters 2 and 3 statistics due to a processing error.

    The calendar year totals for 2020 across all tables in the 2021 quarter 1 publication were missing. We have corrected this omission.

    We have corrected an error in the datasets for England and Wales, Scotland and Northern Ireland for the “In the course of removal” and “Effective numbers on register at end of period” in the “Company Register Activity” tabs (“a”, “b” and “c” Tables). In these tables only a discrepancy occurred in the 2021 quarter 1 statistics due to a processing error.

    The values have now been calculated and the release and all data have been updated on 24 June 2021. We apologise for any inconvenience.

    Contact us if you want to see the original release.

    Previous statistics

    You can read previous statistics releases for incorporated companies, or statistics releases from previous years can be found on The National Archives.

  14. National norovirus and rotavirus surveillance reports: 2024 to 2025 season

    • gov.uk
    Updated Mar 27, 2025
    + more versions
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    UK Health Security Agency (2025). National norovirus and rotavirus surveillance reports: 2024 to 2025 season [Dataset]. https://www.gov.uk/government/statistics/national-norovirus-and-rotavirus-surveillance-reports-2024-to-2025-season
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    Dataset updated
    Mar 27, 2025
    Dataset provided by
    GOV.UKhttp://gov.uk/
    Authors
    UK Health Security Agency
    Description

    This report provides an overview of norovirus and rotavirus activity in England during the 2024 to 2025 season. It is published weekly during the winter period and monthly during the summer period.

    The data presented is derived from 4 national UK Health Security Agency (UKHSA) systems, including laboratory reporting of norovirus and rotavirus, enteric virus (norovirus, rotavirus, sapovirus and astrovirus) outbreaks in hospital and community settings, and molecular surveillance data on circulating strains of norovirus.

    All surveillance data included in this report is extracted from live reporting systems, are subject to a reporting delay and the number reported in the most recent weeks may rise further as more reports are received. Therefore, data pertaining to the most recent 2 weeks is not included.

    Please note: a report was not published in week 52 of 2024 or week 1 of 2025. The first report of the new year was published on Thursday 9 January 2025.

    View pre-release access lists for National norovirus and rotavirus surveillance reports.

  15. Number of infant deaths in the UK 1900-2021

    • statista.com
    Updated Feb 21, 2025
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    Statista Research Department (2025). Number of infant deaths in the UK 1900-2021 [Dataset]. https://www.statista.com/topics/6656/death-in-the-uk/
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    Dataset updated
    Feb 21, 2025
    Dataset provided by
    Statistahttp://statista.com/
    Authors
    Statista Research Department
    Area covered
    United Kingdom
    Description

    There were 2,784 infant deaths in the United Kingdom in 2021, compared with 2,620 in the previous year. The number of infant deaths in 2020 was the fewest in the provided time period, especially compared with 1900 when there were 163,470 infant deaths.

  16. Not seeing a result you expected?
    Learn how you can add new datasets to our index.

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Greg Dropkin (2023). Data_Sheet_2_COVID-19 UK Lockdown Forecasts and R0.ZIP [Dataset]. http://doi.org/10.3389/fpubh.2020.00256.s002

Data_Sheet_2_COVID-19 UK Lockdown Forecasts and R0.ZIP

Related Article
Explore at:
zipAvailable download formats
Dataset updated
May 30, 2023
Dataset provided by
Frontiers
Authors
Greg Dropkin
License

Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically

Area covered
United Kingdom
Description

Introduction: The first reported UK case of COVID-19 occurred on 30 January 2020. A lockdown from 24 March was partially relaxed on 10 May. One model to forecast disease spread depends on clinical parameters and transmission rates. Output includes the basic reproduction number R0 and the log growth rate r in the exponential phase.Methods: Office for National Statistics data on deaths in England and Wales is used to estimate r. A likelihood for the transmission parameters is defined from a gaussian density for r using the mean and standard error of the estimate. Parameter samples from the Metropolis-Hastings algorithm lead to an estimate and credible interval for R0 and forecasts for cases and deaths.Results: The UK initial log growth rate is r = 0.254 with s.e. 0.004. R0 = 6.94 with 95% CI (6.52, 7.39). In a 12 week lockdown from 24 March with transmission parameters reduced throughout to 5% of their previous values, peaks of around 90,000 severely and 25,000 critically ill patients, and 44,000 cumulative deaths are expected by 16 June. With transmission rising from 5% in mid-April to reach 30%, 50,000 deaths and 475,000 active cases are expected in mid-June. Had such a lockdown begun on 17 March, around 30,000 (28,000, 32,000) fewer cumulative deaths would be expected by 9 June.Discussion: The R0 estimate is compatible with some international estimates but over twice the value quoted by the UK government. An earlier lockdown could have saved many thousands of lives.

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