cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5255/ukda-sn-8964-13
title: 2021 Census: Aggregate Data
title: 2021 Census of population: England, Wales, Northern Ireland
title: Aggregate data from the 2021 Census

description: &lt;p&gt;A census of population is held every ten years in the UK, in England and Wales it is undertaken by the Office for National Statistics (ONS), in Scotland by the National Records of Scotland (NRS) and in Northern Ireland by the Northern Ireland Statistics and Research Agency (NISRA). &lt;/p&gt;&lt;p&gt;&lt;br&gt;&lt;/p&gt;&lt;p&gt;In England, Wales and Northern Ireland the latest census was taken on Sunday 21st March 2021. Due to issues around COVID-19, the census in Scotland was held a year later on 28th June 2022.  &lt;/p&gt;&lt;p&gt;&lt;br&gt;&lt;/p&gt;&lt;p&gt;The census asks questions about you, your household and your home. In doing so, it helps to build a detailed snapshot of our society. Information from the census helps the government and local authorities to plan and fund local services, such as education, doctors' surgeries and roads. &lt;/p&gt;&lt;p&gt;&lt;br&gt;&lt;/p&gt;&lt;p&gt;Topics covered by the data released by the Census agencies include -  &lt;/p&gt;&lt;p&gt;&lt;br&gt;&lt;/p&gt;&lt;p&gt;Demography and migration, UK armed forces veterans, ethnicity, national identity, language, religion, labour market, housing, sexual orientation, gender identity, education, health, disability and unpaid care. &lt;/p&gt;&lt;p&gt;&lt;br&gt;&lt;/p&gt;&lt;p&gt;The data in this series covers aggregate data at geographies from country level down to Output Area. Due to disclosure control (data can be blurred, changed or withheld to protect anonymity) not all datasets are available at all levels. &lt;/p&gt;&lt;p&gt;&lt;br&gt;&lt;/p&gt;
DOI: 10.25549/inscriptifact-ouc110594673
title: Persepolis Fortification Anepigraphic Tablet 0845.104, PFAnep 0845.104

description: [Text Description:] Administrative text with seals PFUTS 0041; PFUTS 0042s ❧ [Text or Publication Number Note:] PFAnep 0845.104, PFUT 0845-104 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions PFUTS 0041 on obverse; PFUTS 0042s on left edge.
DOI: 10.25549/inscriptifact-ouc1sto1607403
title: InscriptiFact -- an image database of inscriptions and artifacts

description: The InscriptiFact Collection is designed to allow access via the Internet to high-resolution images of ancient inscriptions and artifacts, primarily from the Near Eastern and Mediterranean Worlds. The targeted inscriptions constitute some of the world’s earliest written records, which are mostly housed in a number of international museums and libraries, as well as field projects where inscriptions still remain in situ. Included, for example, are, selected Dead Sea Scrolls; cuneiform tablets from Mesopotamia, Persia, Canaan and Egypt; early Jewish papyri from Egypt; lapidary inscriptions, primarily from Jordan, Lebanon and Cyprus; inscriptions on a variety of hard media (e.g., ostraca, copper, semi-precious stones, jar handles) mostly written in early Canaanite, Phoenician, Hebrew, Aramaic, Ammonite and Edomite; and much more. These ancient texts are foundational documents that serve as a point of reference for Judaism, Christianity, Islam and the cultures out of which they emerged. The name "InscriptiFact" is intended to convey the concept of a scholarly archive based on "facts" about "inscriptions" and "artifacts." West Semitic Research Project (WSRP) under the auspices of the University of Southern California (USC) is broadly acknowledged as a leader in the application of photographic and digital technologies to capture and analyze data of ancient texts. The West Semitic Research image archive now contains approximately 1,500,000 images. Important! Search terms with more than one word or number need to be enclosed in quotation marks.Guide to Searching InscriptiFact
DOI: 10.25549/jrbm-c91-601
title: Kankai ibun, vol. 6, 1807

description: Kankai ibun, [1807], volume 6 = Description and travel of circumnavigation of seas, [1807], volume 6 = 環海 異聞 六 文化 4. Volume six of a manuscript by Gentaku Ōtsuki and Kōkyō Shimura who drew from four Japanese fishermen the story of their voyage around the world during repeated interviews. The Kankai Ibun is an account of their journey when they were sent off-course en route to the capital, Edo. The fishermen were rescued by a Russian ship and taken to late 18th / early 19th century Europe and, most especially, Russia.; The cargo ship, Wakamiyamaru, left from the port of Ishimaki in Sendai-han, today’s Miyagi Prefecture, in Japan carrying rice and lumber with 16 crew members for Edo, today’s Tokyo, on November 27th, 1793. Shipwrecked and drifted in the Pacific Ocean for half a year, they finally landed in one of the islands of the Andreanof Islands, a part of the Aleutian Islands on May 10th, 1794. They were transferred to Irkutsk by Russians where they stayed until the spring of 1803. They were then called in by Alexander I of Russia to St. Petersburg where they stayed from April to June in 1803, and from where they started their journey back home. They were included in the Rezanov mission on the first Russian global circumnavigation by a ship Nadezhda. It took them 16 months to reach the port of Nagasaki, Japan in September, 1804 since they left in June, 1803. Of the sixteen, five crewmen got on board. Four returned home in Sendai; one, who had become an interpreter, returned to Russia with Rezanov.
DOI: 10.5255/ukda-sn-9050-1
title: Electrification of Heat Demonstration Project: Heat Pump Performance Cleansed Data, 2020-2022
title: EoH Performance Data

description: &lt;p&gt;The interim heat pump monitoring datasets are a key output of the &lt;a title="Electrification of Heat Demonstration" href="https://es.catapult.org.uk/project/electrification-of-heat-demonstration/"&gt;Electrification of Heat Demonstration&lt;/a&gt; (EoH) project, a government-funded heat pump trial assessing the feasibility of heat pumps across the UK’s diverse housing stock. These datasets are provided in both cleansed and raw form and allow analysis of the initial performance of the heat pumps installed in the trial. From the datasets, insights such as heat pump seasonal performance factor (a measure of the heat pump's efficiency), heat pump performance during the coldest day of the year, and half-hourly performance to inform peak demand can be gleaned.&lt;/p&gt;&lt;p&gt;This dataset provides interim performance data collected between November 2020 and August 2022. Heat pumps in this trial will continue to be monitored until September 2023. Further heat pump performance will be available in the future once performance monitoring has ceased and the data have been analysed.&lt;/p&gt;&lt;p&gt;The EoH project was funded by the Department of Business, Energy and Industrial Strategy. From 2023, it is covered by the new &lt;a href="https://www.gov.uk/government/organisations/department-for-energy-security-and-net-zero"&gt;Department for Energy Security and Net Zero&lt;/a&gt;.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Data availability&lt;/strong&gt;&lt;/p&gt;&lt;p&gt;This study comprises the open-access cleansed data from the EoH project and a summary dataset, available in three zipped files (see the 'Access Data' tab). Users need to download all three zip files to obtain the full set of cleansed data and accompanying documentation.&lt;/p&gt;&lt;p&gt;When unzipped, the full cleansed data comprises 742 CSV files. Most of the individual CSV files are too large to open in Excel. Users should ensure they have sufficient computing facilities to analyse the data.&lt;/p&gt;&lt;p class="x_x_x_x_MsoNormal"&gt;&lt;/p&gt;&lt;p&gt;The UKDS also holds an accompanying study that is available only to registered UKDS users, SN 9049 &lt;a href="https://beta.ukdataservice.ac.uk/datacatalogue/studies/study?id=9049"&gt;Electrification of Heat Demonstration Project: Heat Pump Performance Raw Data, 2020-2022&lt;/a&gt;. This contains the raw data from the EoH project. Since the data are of a large size, only the summary dataset is available to download; an order must be placed for FTP delivery of the remaining raw data.&lt;/p&gt;&lt;p&gt;The Python code used to cleanse the raw data and then perform the analysis is accessible via the &lt;a href="https://github.com/ES-Catapult/electrification_of_heat" target="_blank"&gt;Energy Systems Catapult Github&lt;/a&gt;&lt;br&gt;&lt;/p&gt;
DOI: 10.5255/ukda-sn-8653-17
title: Business Insights and Conditions Survey: Waves 1-77, 2020-2022: Secure Access
title: BICS; Business Impact of COVID-19 Survey

description: &lt;div&gt;The &lt;span style="font-style: italic;"&gt;Business Insights and Conditions Surve&lt;/span&gt;&lt;span style="font-family: &quot;Helvetica&quot;, sans-serif;"&gt;&lt;span style="font-style: italic;"&gt;y&lt;/span&gt; (BICS, formerly&lt;/span&gt;&lt;span style="font-size:11.0pt;font-family:&quot;Helvetica&quot;,sans-serif; mso-fareast-font-family:Calibri;mso-fareast-theme-font:minor-latin;mso-ansi-language: EN-GB;mso-fareast-language:EN-US;mso-bidi-language:AR-SA"&gt;&lt;/span&gt;&lt;span style="font-style: italic;"&gt; the Business Impact of COVID-19 Survey)&lt;/span&gt; is a voluntary fortnightly survey of businesses developed to deliver timely indicators to help understand the impact of the coronavirus pandemic (COVID-19).  The scope of the survey has been expanded to explore other economic-related issues such as the European Union transition period (Brexit).  The survey captures businesses responses on how their turnover, workforce, prices, trade and business resilience have been affected in the two week reference period.&lt;br class="Apple-interchange-newline"&gt;&lt;/div&gt;&lt;div&gt;&lt;br&gt;&lt;/div&gt;&lt;div&gt;The data should be treated with caution as results reflect the characteristics of those who responded and not necessarily the wider business population. Comparison of the proportions of businesses' trading status between waves should be treated with caution because of the voluntary nature of the survey, the difference in response rates and dependency on those businesses that only responded in particular waves. These data should not be used in place of official statistics. The survey was designed to give an indication of the impact of the coronavirus on businesses and a timelier estimate than other surveys. The latest publications from the survey can be found on the ONS &lt;a href="https://www.ons.gov.uk/businessindustryandtrade/business/businessservices" target="_blank"&gt;Business Services&lt;/a&gt; webpage. &lt;/div&gt;&lt;div&gt;&lt;div&gt;&lt;br&gt;&lt;div&gt;&lt;span style="font-style: italic;"&gt;Linking to other business studies&lt;/span&gt;&lt;/div&gt;&lt;div&gt;These data contain IDBR reference numbers. These are anonymous but unique reference numbers assigned to business organisations. Their inclusion allows researchers to combine different business survey sources together. Researchers may consider applying for other business data to assist their research.&lt;/div&gt;&lt;div&gt;&lt;br&gt;&lt;/div&gt;&lt;span style="font-weight: bold;"&gt;Latest edition information&lt;/span&gt;&lt;br&gt;For the seventeenth edition (March 2023), data and documentation for Waves 71 to 77 have been added.&lt;br&gt;&lt;/div&gt;&lt;/div&gt;
DOI: 10.5255/ukda-sn-8964-14
title: 2021 Census: Aggregate Data
title: 2021 Census of population: England, Wales, Northern Ireland
title: Aggregate data from the 2021 Census

description: &lt;p&gt;A census of population is held every ten years in the UK, in England and Wales it is undertaken by the Office for National Statistics (ONS), in Scotland by the National Records of Scotland (NRS) and in Northern Ireland by the Northern Ireland Statistics and Research Agency (NISRA). &lt;/p&gt;&lt;p&gt;&lt;br&gt;&lt;/p&gt;&lt;p&gt;In England, Wales and Northern Ireland the latest census was taken on Sunday 21st March 2021. Due to issues around COVID-19, the census in Scotland was held a year later on 28th June 2022.  &lt;/p&gt;&lt;p&gt;&lt;br&gt;&lt;/p&gt;&lt;p&gt;The census asks questions about you, your household and your home. In doing so, it helps to build a detailed snapshot of our society. Information from the census helps the government and local authorities to plan and fund local services, such as education, doctors' surgeries and roads. &lt;/p&gt;&lt;p&gt;&lt;br&gt;&lt;/p&gt;&lt;p&gt;Topics covered by the data released by the Census agencies include -  &lt;/p&gt;&lt;p&gt;&lt;br&gt;&lt;/p&gt;&lt;p&gt;Demography and migration, UK armed forces veterans, ethnicity, national identity, language, religion, labour market, housing, sexual orientation, gender identity, education, health, disability and unpaid care. &lt;/p&gt;&lt;p&gt;&lt;br&gt;&lt;/p&gt;&lt;p&gt;The data in this series covers aggregate data at geographies from country level down to Output Area. Due to disclosure control (data can be blurred, changed or withheld to protect anonymity) not all datasets are available at all levels. &lt;/p&gt;&lt;p&gt;&lt;br&gt;&lt;/p&gt;
DOI: 10.25549/jrbm-c91-599
title: Kankai ibun, vol. 6, 1807

description: Kankai ibun, [1807], volume 6 = Description and travel of circumnavigation of seas, [1807], volume 6 = 環海 異聞 六 文化 4. Volume six of a manuscript by Gentaku Ōtsuki and Kōkyō Shimura who drew from four Japanese fishermen the story of their voyage around the world during repeated interviews. The Kankai Ibun is an account of their journey when they were sent off-course en route to the capital, Edo. The fishermen were rescued by a Russian ship and taken to late 18th / early 19th century Europe and, most especially, Russia.; The cargo ship, Wakamiyamaru, left from the port of Ishimaki in Sendai-han, today’s Miyagi Prefecture, in Japan carrying rice and lumber with 16 crew members for Edo, today’s Tokyo, on November 27th, 1793. Shipwrecked and drifted in the Pacific Ocean for half a year, they finally landed in one of the islands of the Andreanof Islands, a part of the Aleutian Islands on May 10th, 1794. They were transferred to Irkutsk by Russians where they stayed until the spring of 1803. They were then called in by Alexander I of Russia to St. Petersburg where they stayed from April to June in 1803, and from where they started their journey back home. They were included in the Rezanov mission on the first Russian global circumnavigation by a ship Nadezhda. It took them 16 months to reach the port of Nagasaki, Japan in September, 1804 since they left in June, 1803. Of the sixteen, five crewmen got on board. Four returned home in Sendai; one, who had become an interpreter, returned to Russia with Rezanov.
DOI: 10.5255/ukda-sn-8964-15
title: 2021 Census: Aggregate Data
title: 2021 Census of population: England, Wales, Northern Ireland
title: Aggregate data from the 2021 Census

description: &lt;p&gt;A census of population is held every ten years in the UK, in England and Wales it is undertaken by the Office for National Statistics (ONS), in Scotland by the National Records of Scotland (NRS) and in Northern Ireland by the Northern Ireland Statistics and Research Agency (NISRA). &lt;/p&gt;&lt;p&gt;&lt;br&gt;&lt;/p&gt;&lt;p&gt;In England, Wales and Northern Ireland the latest census was taken on Sunday 21st March 2021. Due to issues around COVID-19, the census in Scotland was held a year later on 28th June 2022.  &lt;/p&gt;&lt;p&gt;&lt;br&gt;&lt;/p&gt;&lt;p&gt;The census asks questions about you, your household and your home. In doing so, it helps to build a detailed snapshot of our society. Information from the census helps the government and local authorities to plan and fund local services, such as education, doctors' surgeries and roads. &lt;/p&gt;&lt;p&gt;&lt;br&gt;&lt;/p&gt;&lt;p&gt;Topics covered by the data released by the Census agencies include -  &lt;/p&gt;&lt;p&gt;&lt;br&gt;&lt;/p&gt;&lt;p&gt;Demography and migration, UK armed forces veterans, ethnicity, national identity, language, religion, labour market, housing, sexual orientation, gender identity, education, health, disability and unpaid care. &lt;/p&gt;&lt;p&gt;&lt;br&gt;&lt;/p&gt;&lt;p&gt;The data in this series covers aggregate data at geographies from country level down to Output Area. Due to disclosure control (data can be blurred, changed or withheld to protect anonymity) not all datasets are available at all levels. &lt;/p&gt;&lt;p&gt;&lt;br&gt;&lt;/p&gt;
DOI: 10.25549/inscriptifact-ouc110591475
title: Persepolis Fortification Aramaic Text 255, PFAT 255

description: [Text Description:] Administrative text with seals PFATS 0269; PFATS 0018s ❧ [Text or Publication Number Note:] PFAT 255, Bowman 255 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions PFATS 0269 on reverse; PFATS 0018s on flat edge.
DOI: 10.25549/inscriptifact-ouc110594672
title: Persepolis Fortification Anepigraphic Tablet 0845.104, PFAnep 0845.104

description: [Text Description:] Administrative text with seals PFUTS 0041; PFUTS 0042s ❧ [Text or Publication Number Note:] PFAnep 0845.104, PFUT 0845-104 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Clay tablet with seal impressions PFUTS 0041 on obverse; PFUTS 0042s on left edge.
DOI: 10.5255/ukda-sn-6690-12
title: Business Expenditure on Research and Development, 1995-2021: Secure Access
title: Business Enterprise Research and Development Survey; BERD

description: &lt;p&gt;The &lt;i&gt;Business Expenditure on Research and Development&lt;/i&gt; is an annual survey whose main purpose is to supply data for policy purposes on Science and Technology, of which Research and Development is an important part. It uniquely provides information on total Research and Development expenditure in the UK by business enterprises, total Research and Development employment and sources of funds. Data are used on a regular basis by the Organisation for Economic Cooperation and Development (OECD) and the Statistical Office of the European Communities (EUROSTAT) for international comparisons in their publications.&lt;br&gt; &lt;br&gt; &lt;i&gt;Linking to other business studies&lt;/i&gt;&lt;br&gt; These data contain Inter-Departmental Business Register reference numbers. These are anonymous but unique reference numbers assigned to business organisations. Their inclusion allows researchers to combine different business survey sources together. Researchers may consider applying for other business data to assist their research.&lt;br&gt;&lt;br&gt;Postcodes for this study are available only on special request.&lt;br&gt;&lt;br&gt;&lt;span style="font-style: italic;"&gt;Latest Edition Information&lt;/span&gt;&lt;br&gt;For the twelfth edition (April 2023), the 2021 data has been added and data files for 2018, 2019 and 2020 have been updated due to a major change in methodology. Further information about the changes can be found in the documentation file, ‘6690_important_note_on_berd_22112022.pdf’.&lt;/p&gt;
DOI: 10.5255/ukda-sn-9075-1
title: Understanding Society: Pregnancy and Early Childhood (PEACH), 2009-2021
title: Understanding Society: Waves 1- , 2008-
title: UKHLS

description: &lt;p&gt;&lt;span style="font-style: italic;"&gt;Understanding Society&lt;/span&gt;, (UK Household Longitudinal Study), which began in 2009, is conducted by the Institute for Social and Economic Research (ISER) at the University of Essex and the survey research organisations Kantar Public and NatCen. It builds on and incorporates, the British Household Panel Survey (BHPS), which began in 1991.&lt;/p&gt; &lt;p&gt;&lt;/p&gt; &lt;p class="x_x_x_MsoNormal"&gt;The annual information across a wide range of topics gathered as part of Understanding Society before and after childbirth, coupled with data on the entire family, provides contextual insight into the development of children. Moreover, all children in the household are themselves participants of Understanding Society from birth, parents provide information on their child’s health and development until the age of 10, when data is gathered directly from all children.&lt;br&gt;&lt;/p&gt; &lt;p class="x_x_x_MsoNormal"&gt;The Pregnancy and Early Childhood (PEACH) dataset consists of a single crosswave file that brings together the key data reported by parents for all children aged under 10 years as reported in the &lt;i&gt;w&lt;/i&gt;_child file, &lt;i&gt;w&lt;/i&gt;_newborn file and information on pregnancy and parenting styles from &lt;i&gt;w&lt;/i&gt;_indresp files across waves 1 to 12 of the main study. The information is provided at the child level using the child's identifier (crosswave person identifier - pidp) to ensure each row is uniquely identifiable. In addition, the pidp of the parent or responsible adult providing information at different waves is included to make it easy to link back to family circumstances. A total of 303 variables are included, created from 164 questions. Full details can be found in the user guide.&lt;/p&gt; &lt;p class="x_x_x_MsoNormal"&gt;&lt;span&gt;This dataset is designed to be linked to the &lt;/span&gt; &lt;span&gt;main Understanding Society datasets SN 6614 (end user licence), SN 6931 (special licence) or SN 6676 (secure access), so that the child’s development can be related to their broader family circumstances. Information can be linked for the child using the crosswave personal identifier variables beginning with “pidp” as appropriate or for the parent providing the information.&lt;/span&gt;&lt;/p&gt; &lt;strong&gt;&lt;span&gt;Co-funders&lt;/span&gt;&lt;/strong&gt;&lt;b&gt;&lt;span&gt;&lt;br&gt; &lt;/span&gt;&lt;/b&gt;&lt;span&gt;In addition to the Economic and Social Research Council, co-funders for the study included the Department of Work and Pensions, the Department for Education, the Department for Transport, the Department of Culture, Media and Sport, the Department for Community and Local Government, the Department of Health, the Scottish Government, the Welsh Assembly Government, the Northern Ireland Executive, the Department of Environment and Rural Affairs, and the Food Standards Agency.&lt;/span&gt; &lt;p&gt;&lt;/p&gt;
DOI: 10.15468/dl.56tt6c
title: Occurrence Download

description: A dataset containing 260947 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "OccurrenceStatus is Present",
 "TaxonKey is Amphibia"
 ]
}

 The dataset includes 260947 records from 160 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010345-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xh9j8j
title: Occurrence Download

description: A dataset containing 7819 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "OccurrenceStatus is Present",
 "TaxonKey is Crescentia L."
 ]
}

 The dataset includes 7819 records from 280 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010354-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16658814
title: 2025/07_Multiscale Engineered Heterogeneous Hydrogel Composite for Digital Light Processing 3D Printing

description:  Raw files and figures