http://reference.data.gov.uk/id/open-government-licencehttp://reference.data.gov.uk/id/open-government-licence
This dataset provides Census 2021 estimates that classify usual residents aged 3 and over in Northern Ireland by main language.
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.
This table reports the categories for which there are 10 or more usual residents. Where there are fewer than 10 usual residents for any category, these have been reported in a residual group which may or may not contain 10 or more usual residents in total.
Main language is reported as provided by respondents; those who stated 'Chinese' are recorded as 'Chinese (not otherwise specified)'. If a specific Chinese language has been stated, it is recorded separately.
Quality assurance report can be found here
This page contains data for the immigration system statistics up to March 2023.
For current immigration system data, visit ‘Immigration system statistics data tables’.
https://assets.publishing.service.gov.uk/media/6462567294f6df000cf5ea90/detention-datasets-mar-2023.xlsx">Immigration detention (MS Excel Spreadsheet, 9.8 MB)
Det_D01: Number of entries into immigration detention by nationality, age, sex and initial place of detention
Det_D02: Number of people in immigration detention at the end of each quarter by nationality, age, sex, current place of detention and length of detention
Det_D03: Number of occurrences of people leaving detention by nationality, age, sex, reason for leaving detention and length of detention
https://assets.publishing.service.gov.uk/media/646357c494f6df0010f5eb0a/returns-datasets-mar-2023.xlsx">Returns (MS Excel Spreadsheet, 14.4 MB)
Ret_D01: Number of returns from the UK, by nationality, age, sex, type of return and return destination group
Ret_D02: Number of returns from the UK, by type of return and country of destination
Ret_D03: Number of foreign national offender returns from the UK, by nationality and return destination group
Ret_D04: Number of foreign national offender returns from the UK, by destination
Health conditions research with ELSA - June 2021
The ELSA Data team have found some issues with historical data measuring health conditions. If you are intending to do any analysis looking at the following health conditions, then please contact elsadata@natcen.ac.uk for advice on how you should approach your analysis. The affected conditions are: eye conditions (glaucoma; diabetic eye disease; macular degeneration; cataract), CVD conditions (high blood pressure; angina; heart attack; Congestive Heart Failure; heart murmur; abnormal heart rhythm; diabetes; stroke; high cholesterol; other heart trouble) and chronic health conditions (chronic lung disease; asthma; arthritis; osteoporosis; cancer; Parkinson's Disease; emotional, nervous or psychiatric problems; Alzheimer's Disease; dementia; malignant blood disorder; multiple sclerosis or motor neurone disease).
Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
The ORBIT (Object Recognition for Blind Image Training) -India Dataset is a collection of 105,243 images of 76 commonly used objects, collected by 12 individuals in India who are blind or have low vision. This dataset is an "Indian subset" of the original ORBIT dataset [1, 2], which was collected in the UK and Canada. In contrast to the ORBIT dataset, which was created in a Global North, Western, and English-speaking context, the ORBIT-India dataset features images taken in a low-resource, non-English-speaking, Global South context, a home to 90% of the world’s population of people with blindness. Since it is easier for blind or low-vision individuals to gather high-quality data by recording videos, this dataset, like the ORBIT dataset, contains images (each sized 224x224) derived from 587 videos. These videos were taken by our data collectors from various parts of India using the Find My Things [3] Android app. Each data collector was asked to record eight videos of at least 10 objects of their choice.
Collected between July and November 2023, this dataset represents a set of objects commonly used by people who are blind or have low vision in India, including earphones, talking watches, toothbrushes, and typical Indian household items like a belan (rolling pin), and a steel glass. These videos were taken in various settings of the data collectors' homes and workspaces using the Find My Things Android app.
The image dataset is stored in the ‘Dataset’ folder, organized by folders assigned to each data collector (P1, P2, ...P12) who collected them. Each collector's folder includes sub-folders named with the object labels as provided by our data collectors. Within each object folder, there are two subfolders: ‘clean’ for images taken on clean surfaces and ‘clutter’ for images taken in cluttered environments where the objects are typically found. The annotations are saved inside a ‘Annotations’ folder containing a JSON file per video (e.g., P1--coffee mug--clean--231220_084852_coffee mug_224.json) that contains keys corresponding to all frames/images in that video (e.g., "P1--coffee mug--clean--231220_084852_coffee mug_224--000001.jpeg": {"object_not_present_issue": false, "pii_present_issue": false}, "P1--coffee mug--clean--231220_084852_coffee mug_224--000002.jpeg": {"object_not_present_issue": false, "pii_present_issue": false}, ...). The ‘object_not_present_issue’ key is True if the object is not present in the image, and the ‘pii_present_issue’ key is True, if there is a personally identifiable information (PII) present in the image. Note, all PII present in the images has been blurred to protect the identity and privacy of our data collectors. This dataset version was created by cropping images originally sized at 1080 × 1920; therefore, an unscaled version of the dataset will follow soon.
This project was funded by the Engineering and Physical Sciences Research Council (EPSRC) Industrial ICASE Award with Microsoft Research UK Ltd. as the Industrial Project Partner. We would like to acknowledge and express our gratitude to our data collectors for their efforts and time invested in carefully collecting videos to build this dataset for their community. The dataset is designed for developing few-shot learning algorithms, aiming to support researchers and developers in advancing object-recognition systems. We are excited to share this dataset and would love to hear from you if and how you use this dataset. Please feel free to reach out if you have any questions, comments or suggestions.
REFERENCES:
Daniela Massiceti, Lida Theodorou, Luisa Zintgraf, Matthew Tobias Harris, Simone Stumpf, Cecily Morrison, Edward Cutrell, and Katja Hofmann. 2021. ORBIT: A real-world few-shot dataset for teachable object recognition collected from people who are blind or low vision. DOI: https://doi.org/10.25383/city.14294597
microsoft/ORBIT-Dataset. https://github.com/microsoft/ORBIT-Dataset
Linda Yilin Wen, Cecily Morrison, Martin Grayson, Rita Faia Marques, Daniela Massiceti, Camilla Longden, and Edward Cutrell. 2024. Find My Things: Personalized Accessibility through Teachable AI for People who are Blind or Low Vision. In Extended Abstracts of the 2024 CHI Conference on Human Factors in Computing Systems (CHI EA '24). Association for Computing Machinery, New York, NY, USA, Article 403, 1–6. https://doi.org/10.1145/3613905.3648641
FIRE0501: Fatalities and non-fatal casualties by nation and population (23 January 2025)
https://assets.publishing.service.gov.uk/media/6788cf0869b9b76c761d048a/fire-statistics-data-tables-fire0501-241024.xlsx">FIRE0501: Fatalities and non-fatal casualties by nation and population (24 October 2024) (MS Excel Spreadsheet, 118 KB)
https://assets.publishing.service.gov.uk/media/6718deb8e319b91ef09e38f1/fire-statistics-data-tables-fire0501-250724.xlsx">FIRE0501: Fatalities and non-fatal casualties by nation and population (25 July 2024) (MS Excel Spreadsheet, 116 KB)
https://assets.publishing.service.gov.uk/media/66a10915ab418ab055592c89/fire-statistics-data-tables-fire0501-250424.xlsx">FIRE0501: Fatalities and non-fatal casualties by nation and population (25 April 2024) (MS Excel Spreadsheet, 83.4 KB)
https://assets.publishing.service.gov.uk/media/6629291db0ace32985a7e7c6/fire-statistics-data-tables-fire0501-250124.xlsx">FIRE0501: Fatalities and non-fatal casualties by nation and population (25 January 2024) (MS Excel Spreadsheet, 80.3 KB)
https://assets.publishing.service.gov.uk/media/65b13f37160765001118f822/fire-statistics-data-tables-fire0501-261023.xlsx">FIRE0501: Fatalities and non-fatal casualties by nation and population (26 October 2023) (MS Excel Spreadsheet, 79.5 KB)
https://assets.publishing.service.gov.uk/media/6532534de839fd0014867257/fire-statistics-data-tables-fire0501-270723.xlsx">FIRE0501: Fatalities and non-fatal casualties by nation and population (27 July 2023) (MS Excel Spreadsheet, 79.2 KB)
https://assets.publishing.service.gov.uk/media/64c1364d1e10bf000d17cf69/fire-statistics-data-tables-fire0501-110523.xlsx">FIRE0501: Fatalities and non-fatal casualties by nation and population (11 May 2023) (MS Excel Spreadsheet, 80.6 KB)
https://assets.publishing.service.gov.uk/media/6454ee902226ee000c0ae3a7/fire-statistics-data-tables-fire0501-090223.xlsx">FIRE0501: Fatalities and non-fatal casualties by nation and population (09 February 2023) (MS Excel Spreadsheet, 78.5 KB)
https://assets.publishing.service.gov.uk/media/63dbd37bd3bf7f0708adce7c/fire-statistics-data-tables-fire0501-101122.xlsx">FIRE0501: Fatalities and non-fatal casualties by nation and population (10 November 2022) (MS Excel Spreadsheet, 78.5 KB)
https://assets.publishing.service.gov.uk/media/636a418dd3bf7f1640dcb3e8/fire-statistics-data-tables-fire0501-110822.xlsx">FIRE0501: Fatalities and non-fatal casualties by nation and population (11 August 2022) (MS Excel Spreadsheet, 78 KB)
https://assets.publishing.service.gov.uk/media/62eb94b08fa8f5033906b82a/fire-statistics-data-tables-fire0501-050522.xlsx">FIRE0501: Fatalities and non-fatal casualties by nation and population (5 May 2022) (MS Excel Spreadsheet, <span class="gem-c-
http://reference.data.gov.uk/id/open-government-licencehttp://reference.data.gov.uk/id/open-government-licence
This dataset provides Census 2021 estimates for National Statistics Socio-economic Classification (NS-SeC) by sex in Northern Ireland. The estimates are as at census day, 21 March 2021.
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.
The quality assurance report can be found here
http://reference.data.gov.uk/id/open-government-licencehttp://reference.data.gov.uk/id/open-government-licence
This dataset provides Census 2021 estimates that classify usual residents aged 16 and over (excluding full-time students) in employment the week before the census in Northern Ireland by the distance they travelled to work. The estimates are as at census day, 21 March 2021. Census 2021 took place during the coronavirus (COVID-19) pandemic which will have affected the travel to work and travel to study statistics.
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.
The quality assurance report can be found here
Abstract copyright UK Data Service and data collection copyright owner.
FIRE0101: Incidents attended by fire and rescue services by nation and population (23 January 2025)
https://assets.publishing.service.gov.uk/media/6787efad3f1182a1e258a2cd/fire-statistics-data-tables-fire0101-241024.xlsx">FIRE0101: Incidents attended by fire and rescue services by nation and population (24 October 2024) (MS Excel Spreadsheet, 93 KB)
https://assets.publishing.service.gov.uk/media/6718d746a71f39bdb1c9c208/fire-statistics-data-tables-fire0101-250724.xlsx">FIRE0101: Incidents attended by fire and rescue services by nation and population (25 July 2024) (MS Excel Spreadsheet, 91.1 KB)
https://assets.publishing.service.gov.uk/media/66a0df25a3c2a28abb50d62b/fire-statistics-data-tables-fire0101-250424.xlsx">FIRE0101: Incidents attended by fire and rescue services by nation and population (25 April 2024) (MS Excel Spreadsheet, 60.8 KB)
https://assets.publishing.service.gov.uk/media/662919e43b0122a378a7e6b7/fire-statistics-data-tables-fire0101-250124.xlsx">FIRE0101: Incidents attended by fire and rescue services by nation and population (25 January 2024) (MS Excel Spreadsheet, 57.3 KB)
https://assets.publishing.service.gov.uk/media/65b1376f1702b1000dcb11fc/fire-statistics-data-tables-fire0101-261023.xlsx">FIRE0101: Incidents attended by fire and rescue services by nation and population (26 October 2023) (MS Excel Spreadsheet, 56.2 KB)
https://assets.publishing.service.gov.uk/media/65324d4126b9b1000daf1c7b/fire-statistics-data-tables-fire0101-270723.xlsx">FIRE0101: Incidents attended by fire and rescue services by nation and population (27 July 2023) (MS Excel Spreadsheet, 56.1 KB)
https://assets.publishing.service.gov.uk/media/64c12db01e10bf000e17cf7c/fire-statistics-data-tables-fire0101-110523.xlsx">FIRE0101: Incidents attended by fire and rescue services by nation and population (11 May 2023) (MS Excel Spreadsheet, 55.5 KB)
https://assets.publishing.service.gov.uk/media/6454e2e3faf4aa000ce133b4/fire-statistics-data-tables-fire0101-090223.xlsx">FIRE0101: Incidents attended by fire and rescue services by nation and population (09 February 2023) (MS Excel Spreadsheet, 55.7 KB)
https://assets.publishing.service.gov.uk/media/63dbcc7bd3bf7f070bb9227d/fire-statistics-data-tables-fire0101-101122.xlsx">FIRE0101: Incidents attended by fire and rescue services by nation and population (10 November 2022) (MS Excel Spreadsheet, 55.8 KB)
https://assets.publishing.service.gov.uk/media/636a37a2d3bf7f164de3c9c8/fire-statistics-data-tables-fire0101-110822.xlsx">FIRE0101: Incidents attended by fire and rescue services by nation and population (11 August 2022) (MS Excel Spreadsheet, 55.5 KB)
https://assets.publishing.service.gov.uk/media/62eb8cad8fa8f5033275fcbb/fire-statistics-data-tables-fire0101-050522.xlsx">FIRE0101: Incidents attended by fire and rescue services by nation an
http://reference.data.gov.uk/id/open-government-licencehttp://reference.data.gov.uk/id/open-government-licence
This dataset provides Census 2021 estimates about the religion or religion brought up in of the usual resident population of Northern Ireland. The estimates are as at census day, 21 March 2021. The religion or religion brought up in classification used is a 4-category classification corresponding to the tick box options and write-in responses on the census questionnaire for the religion belong to and the religion brought up in questions.
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.
Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
Community vs. hospital and trajectory to death.
http://reference.data.gov.uk/id/open-government-licencehttp://reference.data.gov.uk/id/open-government-licence
This dataset provides Census 2021 estimates that classify usual residents in Northern Ireland by their national identity (national identity based). The estimates are as at census day, 21 March 2021. This dataset is not mutually exclusive; respondents are included under multiple groups, for example, if the respondent identifies as ‘British and Irish’ they are counted under both ‘British’ and ‘Irish’ groups.
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.
Quality assurance report can be found here
Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically
The present dataset is based on a questionnaire which is also part of this package. The enclose questionnaire includes identifiable and relevant variables names (yellow highlighted).
Participants were recruited by Norstat, a European-based survey company, with the aim of gaining a representative sample of Austrian, Danish and UK citizens, including pet owners. The survey company administers and hosts online panels comprising citizens from many European countries. We aimed for a sample that is representative in terms of age, gender, and region. Therefore, a stratified sampling principle was set up where individuals within each stratum were randomly invited to participate. The invitations were issued through e-mail that contained a link to the online questionnaire. Data was collected from 11-25th of March 2022 in Austria, from 11-24th of March 2022 in Denmark and from 8-23rd of March 2022 in the UK. The invitation provided information about the background of the study, the participating universities, ethical approval, estimated time for questionnaire completion and further, participants were informed that the completion of the questionnaire was voluntary and anonymous, and that they could exit the survey at any point. Before participants were directed to the survey, they ensured informed consent by confirming that they are over 17 years old, and consent to participate in this survey.
Besides the questionnaire the dataset includes a csv and an Excel file consisting of the data that is used in the ms. and an rtf and a pdf file with data variable names/labels, and value labels.
http://reference.data.gov.uk/id/open-government-licencehttp://reference.data.gov.uk/id/open-government-licence
This dataset provides Census 2021 estimates that classify usual residents aged 16 years and over in Northern Ireland by sexual orientation. The estimates are as at census day, 21 March 2021.
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.
This table reports the categories for which there are 10 or more usual residents. Where there are fewer than 10 usual residents for any category, these have been reported in a residual group which may or may not contain 10 or more usual residents in total.
Quality assurance report can be found here.
http://reference.data.gov.uk/id/open-government-licencehttp://reference.data.gov.uk/id/open-government-licence
This dataset provides Census 2021 estimates for the number of households in Northern Ireland by the type of central heating (household based) - (classification 1). This dataset is mutually exclusive; households are included in one group only (for example, this classification includes an 'oil only' group, a 'mains gas only' group, and a 'two or more types of central heating' group). The estimates are as at census day, 21 March 2021.
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.
This spreadsheet contains 2 worksheets: a cover sheet and 1 sheet containing the data table.
Data are available for Northern Ireland and the 11 Local Government Districts.
http://reference.data.gov.uk/id/open-government-licencehttp://reference.data.gov.uk/id/open-government-licence
This dataset provides Census 2021 estimates for Occupation in Northern Ireland. The estimates are as at census day, 21 March 2021.
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.
The quality assurance report can be found here
http://reference.data.gov.uk/id/open-government-licencehttp://reference.data.gov.uk/id/open-government-licence
This dataset provides Census 2021 estimates that classify usual residents of primary school age and over in full-time education in Northern Ireland by their method used to travel to their place of study. The estimates are as at census day, 21 March 2021. Census 2021 took place during the coronavirus (COVID-19) pandemic which will have affected the travel to work and travel to study statistics.
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.
The quality assurance report can be found here
http://reference.data.gov.uk/id/open-government-licencehttp://reference.data.gov.uk/id/open-government-licence
This dataset provides Census 2021 estimates that classify usual residents in Northern Ireland by general health, and by broad age bands. The estimates are as at census day, 21 March 2021.
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.
Data are available for Northern Ireland and the 11 Local Government Districts.
http://reference.data.gov.uk/id/open-government-licencehttp://reference.data.gov.uk/id/open-government-licence
This dataset provides Census 2021 estimates that classify usual residents aged 3 and over in Northern Ireland who can speak Irish by frequency of speaking Irish. The estimates are as at census day, 21 March 2021.
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.
http://reference.data.gov.uk/id/open-government-licencehttp://reference.data.gov.uk/id/open-government-licence
This dataset provides Census 2021 estimates that classify households in Northern Ireland by the household lifestage of the Household Reference Person (HRP). The estimates are as at census day, 21 March 2021.
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.
http://reference.data.gov.uk/id/open-government-licencehttp://reference.data.gov.uk/id/open-government-licence
This dataset provides Census 2021 estimates that classify usual residents aged 3 and over in Northern Ireland by main language.
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.
This table reports the categories for which there are 10 or more usual residents. Where there are fewer than 10 usual residents for any category, these have been reported in a residual group which may or may not contain 10 or more usual residents in total.
Main language is reported as provided by respondents; those who stated 'Chinese' are recorded as 'Chinese (not otherwise specified)'. If a specific Chinese language has been stated, it is recorded separately.
Quality assurance report can be found here