12 datasets found
  1. s

    CoVid Plots and Analysis

    • orda.shef.ac.uk
    • figshare.shef.ac.uk
    • +1more
    txt
    Updated Jul 14, 2025
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    Colin Angus (2025). CoVid Plots and Analysis [Dataset]. http://doi.org/10.15131/shef.data.12328226.v60
    Explore at:
    txtAvailable download formats
    Dataset updated
    Jul 14, 2025
    Dataset provided by
    The University of Sheffield
    Authors
    Colin Angus
    License

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

    Description

    COVID-19Plots and analysis relating to the coronavirus pandemic. Includes five sets of plots and associated R code to generate them.1) HeatmapsUpdated every few days - heatmaps of COVID-19 case and death trajectories for Local Authorities (or equivalent) in England, Wales, Scotland, Ireland and Germany.2) All cause mortalityUpdated on Tuesday (for England & Wales), Wednesday (for Scotland) and Friday (for Northern Ireland) - analysis and plots of weekly all-cause deaths in 2020 compared to previous years by country, age, sex and region. Also a set of international comparisons using data from mortality.org3) ExposuresNo longer updated - mapping of potential COVID-19 mortality exposure at local levels (LSOAs) in England based on the age-sex structure of the population and levels of poor health.There is also a Shiny app which creates slightly lower resolution versions of the same plots online, which you can find here: https://victimofmaths.shinyapps.io/covidmapper/, on GitHub https://github.com/VictimOfMaths/COVIDmapper and uploaded to this record4) Index of Multiple Deprivation No longer updated - preliminary analysis of the inequality impacts of COVID-19 based on Local Authority level cases and levels of deprivation. 5) Socioeconomic inequalities. No longer updated (unless ONS release more data) - Analysis of published ONS figures of COVID-19 and other cause mortality in 2020 compared to previous years by deprivation decile.Latest versions of plots and associated analysis can be found on Twitter: https://twitter.com/victimofmathsThis work is described in more detail on the UK Data Service Impact and Innovation Lab blog: https://blog.ukdataservice.ac.uk/visualising-high-risk-areas-for-covid-19-mortality/Adapted from data from the Office for National Statistics licensed under the Open Government Licence v.1.0.http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/

  2. Estimates of the population for the UK, England, Wales, Scotland, and...

    • ons.gov.uk
    • cy.ons.gov.uk
    xlsx
    Updated Oct 8, 2024
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    Office for National Statistics (2024). Estimates of the population for the UK, England, Wales, Scotland, and Northern Ireland [Dataset]. https://www.ons.gov.uk/peoplepopulationandcommunity/populationandmigration/populationestimates/datasets/populationestimatesforukenglandandwalesscotlandandnorthernireland
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    xlsxAvailable download formats
    Dataset updated
    Oct 8, 2024
    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
    Scotland, England, Ireland, Northern Ireland, United Kingdom
    Description

    National and subnational mid-year population estimates for the UK and its constituent countries by administrative area, age and sex (including components of population change, median age and population density).

  3. w

    Fire statistics data tables

    • gov.uk
    • s3.amazonaws.com
    Updated Jul 10, 2025
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    Ministry of Housing, Communities and Local Government (2025). Fire statistics data tables [Dataset]. https://www.gov.uk/government/statistical-data-sets/fire-statistics-data-tables
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    Dataset updated
    Jul 10, 2025
    Dataset provided by
    GOV.UK
    Authors
    Ministry of Housing, Communities and Local Government
    Description

    On 1 April 2025 responsibility for fire and rescue transferred from the Home Office to the Ministry of Housing, Communities and Local Government.

    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 Ministry of Housing, Communities and Local Government (MHCLG) also collect information on the workforce, fire prevention work, health and safety and firefighter pensions. All data tables on fire statistics are below.

    MHCLG has responsibility for fire services in England. The vast majority of data tables produced by the Ministry of Housing, Communities and Local Government 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 https://www.nifrs.org/home/about-us/publications/" 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@communities.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/686d2aa22557debd867cbe14/FIRE0101.xlsx">FIRE0101: Incidents attended by fire and rescue services by nation and population (MS Excel Spreadsheet, 153 KB) Previous FIRE0101 tables

    https://assets.publishing.service.gov.uk/media/686d2ab52557debd867cbe15/FIRE0102.xlsx">FIRE0102: Incidents attended by fire and rescue services in England, by incident type and fire and rescue authority (MS Excel Spreadsheet, 2.19 MB) Previous FIRE0102 tables

    https://assets.publishing.service.gov.uk/media/686d2aca10d550c668de3c69/FIRE0103.xlsx">FIRE0103: Fires attended by fire and rescue services by nation and population (MS Excel Spreadsheet, 201 KB) Previous FIRE0103 tables

    https://assets.publishing.service.gov.uk/media/686d2ad92557debd867cbe16/FIRE0104.xlsx">FIRE0104: Fire false alarms by reason for false alarm, England (MS Excel Spreadsheet, 492 KB) Previous FIRE0104 tables

    Dwelling fires attended

    https://assets.publishing.service.gov.uk/media/686d2af42cfe301b5fb6789f/FIRE0201.xlsx">FIRE0201: Dwelling fires attended by fire and rescue services by motive, population and nation (MS Excel Spreadsheet, <span class="gem-c-attac

  4. 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
    Explore at:
    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. 

  5. Northern Ireland Census 2021 - DT-0005: Country of birth (12 categories) by...

    • statistics.ukdataservice.ac.uk
    csv, xlsx
    Updated Jun 10, 2024
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    Office for National Statistics; National Records of Scotland; Northern Ireland Statistics and Research Agency; UK Data Service. (2024). Northern Ireland Census 2021 - DT-0005: Country of birth (12 categories) by Religion (8 categories) [Dataset]. https://statistics.ukdataservice.ac.uk/dataset/northern-ireland-census-2021-dt-0005-country-of-birth-12-by-religion-8
    Explore at:
    xlsx, csvAvailable download formats
    Dataset updated
    Jun 10, 2024
    Dataset provided by
    Northern Ireland Statistics and Research Agency
    Office for National Statisticshttp://www.ons.gov.uk/
    UK Data Servicehttps://ukdataservice.ac.uk/
    Authors
    Office for National Statistics; National Records of Scotland; Northern Ireland Statistics and Research Agency; UK Data Service.
    Area covered
    Ireland, Northern Ireland
    Description

    This table provides Census 2021 estimates that classify people by Country of birth (12 categories) by Religion (8 categories) for Northern Ireland. The table contains 96 counts.

    The census collected information on the usually resident population of Northern Ireland on census day (21 March 2021). Initial contact letters or questionnaire packs were delivered to every household and communal establishment, and residents were asked to complete online or return the questionnaire with information as correct on census day. Special arrangements were made to enumerate special groups such as students, members of the Travellers Community, HM Forces personnel etc. The Census Coverage Survey (an independent doorstep survey) followed between 12 May and 29 June 2021 and was used to adjust the census counts for under-enumeration.

    Notes

    1. 'EU' is the European Union and is as defined on census day (21 March 2021).
    2. People who gave 'Cyprus' as their country of birth are included within the 'Europe: Other EU countries' category.
    3. 'Europe: Other Non-EU countries' includes United Kingdom (part not specified) and Ireland (part not specified).
    4. 'Religion' indicates religion, religious denomination or body.
    5. 'Catholic' includes those who gave their current religion as Catholic or Roman Catholic.

    Quality assurance report can be found here

  6. w

    UK House Price Index: data downloads January 2025

    • gov.uk
    Updated Mar 26, 2025
    + more versions
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    HM Land Registry (2025). UK House Price Index: data downloads January 2025 [Dataset]. https://www.gov.uk/government/statistical-data-sets/uk-house-price-index-data-downloads-january-2025
    Explore at:
    Dataset updated
    Mar 26, 2025
    Dataset provided by
    GOV.UK
    Authors
    HM Land Registry
    Area covered
    United Kingdom
    Description

    The UK House Price Index is a National Statistic.

    Create your report

    Download the full UK House Price Index data below, or use our tool to https://landregistry.data.gov.uk/app/ukhpi?utm_medium=GOV.UK&utm_source=datadownload&utm_campaign=tool&utm_term=9.30_26_03_25" class="govuk-link">create your own bespoke reports.

    Download the data

    Datasets are available as CSV files. Find out about republishing and making use of the data.

    Full file

    This file includes a derived back series for the new UK HPI. Under the UK HPI, data is available from 1995 for England and Wales, 2004 for Scotland and 2005 for Northern Ireland. A longer back series has been derived by using the historic path of the Office for National Statistics HPI to construct a series back to 1968.

    Download the full UK HPI background file:

    Individual attributes files

    If you are interested in a specific attribute, we have separated them into these CSV files:

  7. ONS Postcode Directory (February 2024) for the UK

    • geoportal.statistics.gov.uk
    • hub.arcgis.com
    Updated Feb 18, 2024
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    Office for National Statistics (2024). ONS Postcode Directory (February 2024) for the UK [Dataset]. https://geoportal.statistics.gov.uk/datasets/e14b1475ecf74b58804cf667b6740706
    Explore at:
    Dataset updated
    Feb 18, 2024
    Dataset authored and provided by
    Office for National Statisticshttp://www.ons.gov.uk/
    License

    https://www.ons.gov.uk/methodology/geography/licenceshttps://www.ons.gov.uk/methodology/geography/licences

    Area covered
    Description

    This is the ONS Postcode Directory (ONSPD) for the United Kingdom as at February 2024 in Comma Separated Variable (CSV) and ASCII text (TXT) formats. This file contains the multi CSVs so that postcode areas can be opened in MS Excel. To download the zip file click the Download button. The ONSPD relates both current and terminated postcodes in the United Kingdom to a range of current statutory administrative, electoral, health and other area geographies. It also links postcodes to pre-2002 health areas, 1991 Census enumeration districts for England and Wales, 2001 Census Output Areas (OA) and Super Output Areas (SOA) for England and Wales, 2001 Census OAs and SOAs for Northern Ireland and 2001 Census OAs and Data Zones (DZ) for Scotland. It now contains 2021 Census OAs and SOAs for England, Wales and Northern Ireland. It helps support the production of area-based statistics from postcoded data. The ONSPD is produced by ONS Geography, who provide geographic support to the Office for National Statistics (ONS) and geographic services used by other organisations. The ONSPD is issued quarterly. (File size - 231 MB) Please note that this product contains Royal Mail, Gridlink, LPS (Northern Ireland), Ordnance Survey and ONS Intellectual Property Rights.

  8. E

    UK gridded population 2011 based on Census 2011 and Land Cover Map 2015

    • catalogue.ceh.ac.uk
    • cloud.csiss.gmu.edu
    • +2more
    zip
    Updated Nov 22, 2017
    + more versions
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    S. Reis; T. Liska; S. Steinle; E. Carnell; D. Leaver; E. Roberts; M. Vieno; R. Beck; U. Dragosits (2017). UK gridded population 2011 based on Census 2011 and Land Cover Map 2015 [Dataset]. http://doi.org/10.5285/0995e94d-6d42-40c1-8ed4-5090d82471e1
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    zipAvailable download formats
    Dataset updated
    Nov 22, 2017
    Dataset provided by
    NERC EDS Environmental Information Data Centre
    Authors
    S. Reis; T. Liska; S. Steinle; E. Carnell; D. Leaver; E. Roberts; M. Vieno; R. Beck; U. Dragosits
    License

    https://eidc.ceh.ac.uk/licences/open-government-licence-ceh-ons/plainhttps://eidc.ceh.ac.uk/licences/open-government-licence-ceh-ons/plain

    Area covered
    Description

    This dataset contains gridded human population with a spatial resolution of 1 km x 1 km for the UK based on Census 2011 and Land Cover Map 2015 input data. Data on population distribution for the United Kingdom is available from statistical offices in England, Wales, Northern Ireland and Scotland and provided to the public e.g. via the Office for National Statistics (ONS). Population data is typically provided in tabular form or, based on a range of different geographical units, in file types for geographical information systems (GIS), for instance as ESRI Shapefiles. The geographical units reflect administrative boundaries at different levels of detail, from Devolved Administration to Output Areas (OA), wards or intermediate geographies. While the presentation of data on the level of these geographical units is useful for statistical purposes, accounting for spatial variability for instance of environmental determinants of public health requires a more spatially homogeneous population distribution. For this purpose, the dataset presented here combines 2011 UK Census population data on Output Area level with Land Cover Map 2015 land-use classes 'urban' and 'suburban' to create a consistent and comprehensive gridded population data product at 1 km x 1 km spatial resolution. The mapping product is based on British National Grid (OSGB36 datum).

  9. 2011 Census Geography boundaries (Lower Layer Super Output Areas and Data...

    • statistics.ukdataservice.ac.uk
    zip
    Updated Sep 20, 2022
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    Office for National Statistics; National Records of Scotland; Northern Ireland Statistics and Research Agency; UK Data Service. (2022). 2011 Census Geography boundaries (Lower Layer Super Output Areas and Data Zones) [Dataset]. https://statistics.ukdataservice.ac.uk/dataset/2011-census-geography-boundaries-lower-layer-super-output-areas-and-data-zones
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    zipAvailable download formats
    Dataset updated
    Sep 20, 2022
    Dataset provided by
    Northern Ireland Statistics and Research Agency
    Office for National Statisticshttp://www.ons.gov.uk/
    UK Data Servicehttps://ukdataservice.ac.uk/
    Authors
    Office for National Statistics; National Records of Scotland; Northern Ireland Statistics and Research Agency; UK Data Service.
    License

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

    Description

    Super Output Areas are a geographic hierarchy designed to improve the reporting of small-area statistics.

    The Lower Super Output Areas and Data Zones list contains 42,619 areas of the following constituent geographies:

    Please visit ONS Beginner's Guide to UK Geography for more info.

    The boundaries are available as either extent of the realm (usually this is the Mean Low Water mark but in some cases boundaries extend beyond this to include off shore islands) or

    clipped to the coastline (Mean High Water mark).

  10. England and Wales Census 2021 - Where UK armed forces veterans lived: usual...

    • statistics.ukdataservice.ac.uk
    xlsx
    Updated Jul 6, 2023
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    Office for National Statistics; National Records of Scotland; Northern Ireland Statistics and Research Agency; UK Data Service. (2023). England and Wales Census 2021 - Where UK armed forces veterans lived: usual residents, aged 16 years and over by whether they have previously served in the UK armed forces, England and Wales [Dataset]. https://statistics.ukdataservice.ac.uk/dataset/england-and-wales-census-2021-where-uk-armed-forces-veterans-lived
    Explore at:
    xlsxAvailable download formats
    Dataset updated
    Jul 6, 2023
    Dataset provided by
    Northern Ireland Statistics and Research Agency
    Office for National Statisticshttp://www.ons.gov.uk/
    UK Data Servicehttps://ukdataservice.ac.uk/
    Authors
    Office for National Statistics; National Records of Scotland; Northern Ireland Statistics and Research Agency; UK Data Service.
    License

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

    Area covered
    Wales, United Kingdom, England
    Description

    This dataset provides information on where UK armed forces veterans lived: usual residents, aged 16 years and over by whether they have previously served in the UK armed forces in England and Wales.

    Child family status

    Identifies whether a person is living in a family with a child and has specific categories for those who have children based on the relationship of the parent couple, those not in a family and those who are children in a family are grouped together. Categories were: • has children (in a lone parent family, married couple family, civil partnership family or cohabiting couple family) • does not have children or is a child within a family • living in a communal establishment

    Dependent Child

    A dependent child is a person aged 0 to 15 years in a household or a person aged 16 to 18 years who is in full-time education and lives in a family with their parent, parents, grandparent or grandparents. It does not include any person aged 16 to 18 years who has a spouse, partner or child living in the household

    Ethnic group and high-level ethnic group

    The ethnic group that the person completing the census feels they belong to. This could be based on their culture, family background, identity or physical appearance. Respondents could choose one out of 19 tick-box response categories, including write-in response options. High-level ethnic group refers to the first stage of the two-stage ethnic group question. High-level groups refer to the first stage where the respondent identifies through one of the following options: "Asian, Asian British, Asian Welsh" "Black, Black British, Black Welsh, Caribbean or African" "Mixed or Multiple" "White" "Other ethnic group"

    Family

    A family is a group of people who are either: • married, civil partnered or cohabiting couple with or without children (the children do not need to belong to both members of the couple) • a lone parent with children • a married, civil partnered or cohabiting couple with grandchildren but where the parents of those grandchildren are not present • a single or couple grandparent with grandchildren but where the parents of those grandchildren are not present

    Family status

    Denotes whether a person is considered to be in a family and the place a person holds within that family. Categories were: • not in a family • in a couple family (as a member of the couple or a dependent or non-dependent child of one or both members of the couple) • in a lone parent family (as a parent or a dependent or non-dependent child of the parent) • living in a communal establishment

    Household

    A household is defined as one person living alone or a group of people (not necessarily related) living at the same address who share cooking facilities and a living room or dining area. This includes all sheltered accommodation units in an establishment and all people living in caravans on any type of site that is their usual residence. A household must contain at least one person whose place of usual residence is at the address. A group of short-term residents living together is not classified as a household, and neither is a group of people at an address where only visitors are staying.

    Household size

    The number of people in the household. Visitors staying at an address do not count to that household’s size. Living arrangements This classification combines responses to the Census question on marital and civil partnership status with information about whether or not a person is living in a couple. This topic is only applicable to people in households. Living arrangements differs from marital and civil partnership status because cohabiting takes priority over other categories. For example, if a person is divorced and cohabiting, then in results for living arrangements they are classified as cohabiting.

    UK armed forces veteran

    People who have previously served in the UK armed forces. This includes those who have served for at least one day in HM’s Armed Forces, either regular or reserves, or Merchant Mariners who have seen duty on legally defined military operations. It does not include those who have left and since re-entered the regular or reserve UK armed forces, those who have only served in foreign armed forces, or those who have served in the UK armed forces and are currently living outside of England and Wales.

    Usual resident

    A usual resident is anyone who on Census Day, 21 March 2021, was in the UK and had stayed or intended to stay in the UK for a period of 12 months or more, or had a permanent UK address and was outside the UK and intended to be outside the UK for less than 12 months.

  11. 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.

  12. HIV: annual data

    • gov.uk
    Updated Oct 1, 2024
    + more versions
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    UK Health Security Agency (2024). HIV: annual data [Dataset]. https://www.gov.uk/government/statistics/hiv-annual-data-tables
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    Dataset updated
    Oct 1, 2024
    Dataset provided by
    GOV.UKhttp://gov.uk/
    Authors
    UK Health Security Agency
    Description

    The following slide sets are available to download for presentational use:

    New HIV diagnoses, AIDS and deaths are collected from HIV outpatient clinics, laboratories and other healthcare settings. Data relating to people living with HIV is collected from HIV outpatient clinics. Data relates to England, Wales, Northern Ireland and Scotland, unless stated.

    HIV testing, pre-exposure prophylaxis, and post-exposure prophylaxis data relates to activity at sexual health services in England only.

    View the pre-release access lists for these statistics.

    Previous reports, data tables and slide sets are also available for:

    Our statistical practice is regulated by the Office for Statistics Regulation (OSR). The OSR sets the standards of trustworthiness, quality and value in the https://code.statisticsauthority.gov.uk/" class="govuk-link">Code of Practice for Statistics that all producers of Official Statistics should adhere to.

    Additional information on HIV surveillance can be found in the HIV Action Plan for England monitoring and evaluation framework reports. Other HIV in the UK reports published by Public Health England (PHE) are available online.

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

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Colin Angus (2025). CoVid Plots and Analysis [Dataset]. http://doi.org/10.15131/shef.data.12328226.v60

CoVid Plots and Analysis

Explore at:
txtAvailable download formats
Dataset updated
Jul 14, 2025
Dataset provided by
The University of Sheffield
Authors
Colin Angus
License

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

Description

COVID-19Plots and analysis relating to the coronavirus pandemic. Includes five sets of plots and associated R code to generate them.1) HeatmapsUpdated every few days - heatmaps of COVID-19 case and death trajectories for Local Authorities (or equivalent) in England, Wales, Scotland, Ireland and Germany.2) All cause mortalityUpdated on Tuesday (for England & Wales), Wednesday (for Scotland) and Friday (for Northern Ireland) - analysis and plots of weekly all-cause deaths in 2020 compared to previous years by country, age, sex and region. Also a set of international comparisons using data from mortality.org3) ExposuresNo longer updated - mapping of potential COVID-19 mortality exposure at local levels (LSOAs) in England based on the age-sex structure of the population and levels of poor health.There is also a Shiny app which creates slightly lower resolution versions of the same plots online, which you can find here: https://victimofmaths.shinyapps.io/covidmapper/, on GitHub https://github.com/VictimOfMaths/COVIDmapper and uploaded to this record4) Index of Multiple Deprivation No longer updated - preliminary analysis of the inequality impacts of COVID-19 based on Local Authority level cases and levels of deprivation. 5) Socioeconomic inequalities. No longer updated (unless ONS release more data) - Analysis of published ONS figures of COVID-19 and other cause mortality in 2020 compared to previous years by deprivation decile.Latest versions of plots and associated analysis can be found on Twitter: https://twitter.com/victimofmathsThis work is described in more detail on the UK Data Service Impact and Innovation Lab blog: https://blog.ukdataservice.ac.uk/visualising-high-risk-areas-for-covid-19-mortality/Adapted from data from the Office for National Statistics licensed under the Open Government Licence v.1.0.http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/

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