cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.upmgnx
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ophrys hansreinhardii"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042303-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/p382bd
title: Données naturalistes opportunistes issues de la plateforme INaturalist-Données naturalistes opportunistes "aurock"

description: Données naturalistes opportunistes saisies sur iNaturalist à partir du compte "aurock"
DOI: 10.13140/rg.2.2.19233.53604
title: Recognition Certificate "International Journal of Plant & Soil Science"
DOI: 10.15468/dl.ztvcjd
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.28_1",
 "TaxonKey is Halogeton glomeratus tibeticus"
 ]
}

 The dataset includes 69 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042305-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5255/ukda-sn-8465-2
title: Understanding Society: Ethnicity and Health Teaching Dataset Wave 1, 2009-2010
title: Understanding Society: Waves 1- , 2008- : Safeguarded
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 Verian Group (formerly Kantar Public) and NatCen. It builds on and incorporates, the British Household Panel Survey (BHPS), which began in 1991.&lt;/p&gt; 
&lt;p style="margin-bottom: 10px;"&gt;This is a teaching resource for those who are new to data analysis. It is a step-by-step guide starting from exploring a survey, understanding the structure of the survey data and then using the data to do some simple exercises to measure differences in health and wellbeing across ethnic groups. The survey used here is Understanding Society: the UK Household Longitudinal Study which interviews individuals in the sampled households every year. To make it easier to use the teaching dataset accompanying this teaching resource only includes responses given by adults (16+ year olds) during the first interview to questions about ethnicity, health and wellbeing and some key socio-demographic characteristics such as age, sex, education, income, labour market status etc. The statistical software used to construct the dataset is Stata, but it is also available to download in SPSS and tab-delimited text formats.&lt;/p&gt;&lt;p style="margin-bottom: 10px;"&gt;Nandi, Alita and Wiltshire, Deborah. (2019). "Teaching Resource: Analysing ethnic differences in health using data from Understanding Society".&lt;/p&gt;&lt;p style="margin-bottom: 10px;"&gt;For information on the main Understanding Society study, see SN 6614, Understanding Society and Harmonised BHPS.&lt;/p&gt;&lt;p style="margin-bottom: 10px;"&gt;&lt;span style="font-weight: bold;"&gt;Latest edition information&lt;/span&gt;&lt;br&gt;For the second edition (August 2020), updated data and documentation files were deposited.&lt;/p&gt;
DOI: 10.5255/ukda-sn-8466-2
title: Wellcome Global Monitor, 2018

description: &lt;p&gt;The &lt;span style="font-style: italic;"&gt;Wellcome Global Monitor&lt;/span&gt; is the first global survey of how people worldwide think and feel about key science and health challenges - including such critical topics as public trust in scientists, attitudes towards vaccines and how inclusive or exclusive people believe the benefits of science to be.&lt;/p&gt;&lt;p&gt;The survey involved more than 140,000 people in 144 countries in 2018, and was run as part of the Gallup World Poll.  Typically, 1,000 individuals were surveyed in each country. In China, India and Russia the sample sizes were 2,000 or greater. In rare instances, the sample size fell between 500 and 1,000.&lt;br&gt;&lt;/p&gt;&lt;p&gt;The survey will provide evidence on how public attitudes vary across different demographic groups and countries, and will help researchers and policy makers around the world to promote debate, and frame proposals for action to improve engagement and trust in science and healthcare.&lt;/p&gt;&lt;p&gt;Further information about the survey can be found on the &lt;a href="https://wellcome.ac.uk/what-we-do/our-work/wellcome-global-monitor" target="_blank"&gt;Wellcome Global Monitor&lt;/a&gt; website.&lt;/p&gt;&lt;p&gt;For the second edition (July 2019), updated versions of the data and documentation are provided.&lt;br&gt;&lt;/p&gt;
DOI: 10.25346/s6eecgix/rekuwm
title: qt_pl.qm
DOI: 10.5255/ukda-sn-8472-6
title: Understanding Society: Innovation Panel, Waves 1-17, 2008-2024: Special Licence Access, Interviewer Characteristics
title: Understanding Society Innovation Panel: Waves 1-, 2008- : Safeguarded/Special Licence

description: &lt;p&gt;&lt;span style="font-style: italic;"&gt;Understanding Society&lt;/span&gt;, (the 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 Verian Group (formerly 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;The &lt;span style="font-style: italic;"&gt;Understanding Society Innovation Panel&lt;/span&gt; is designed for experimental and methodological research relevant to longitudinal surveys. As far as practical its design, content, and data collection procedures are similar to the main stage Understanding Society survey. It is a multi-topic household survey representative of the population of Great Britain. Data collection takes place annually using computer assisted personal interviewing (CAPI), web surveys and telephone interviewing (CATI) to a small extent. &lt;/p&gt;&lt;p&gt;For details of the main Understanding Society study, please see study number 6614.&lt;/p&gt; 
&lt;p&gt;The Understanding Society: Innovation Panel: Special Licence Access, Interviewer Characteristics dataset contains details on interviewers for all waves of Understanding Society: Innovation Panel to date together with an interviewer serial number for file matching to the main Understanding Society: Innovation Panel data (held at the UK Data Archive under SN 6849 and SN 7083). These data have more restrictive access conditions than those available under the standard End User Licence (see 'Access data' tab for more information).&lt;/p&gt;
&lt;p&gt;&lt;b&gt;Latest edition information&lt;/b&gt;&lt;/p&gt;
&lt;p&gt;For the sixth edition (September 2025), the data have been updated to include Wave 17.&lt;/p&gt;
DOI: 10.5255/ukda-sn-8473-6
title: Understanding Society: Marital and Cohabitation Histories, 1991-2023
title: Understanding Society: Waves 1- , 2008- : Safeguarded
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 Verian Group (formerly 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;Understanding Society (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;The Understanding Society partnership history file, Understanding Society: Marital and Cohabitation Histories, 1991-2023 contains information about the start and end dates of all partnerships, i.e., marriages, civil partnerships, cohabitations (living together as a couple) as reported by adult respondents in all Understanding Society (UKHLS) and British Household Panel Survey (BHPS) samples. This has been created from the following data: (i) Understanding Society: Waves 1-14, 2009-2023 and Harmonised BHPS: Waves 1-18, 1991-2009 (SN 6614); (ii) British Household Panel Survey: Waves 1-18, 1991-2009 (SN 515); and (iii) British Household Panel Survey Consolidated Marital, Cohabitation and Fertility Histories, 1991-2009 (SN 5629). See SN 6614 for full details of the Understanding Society main study.&lt;/p&gt;
&lt;p&gt;&lt;b&gt;Latest edition information&lt;/b&gt;&lt;/p&gt;
&lt;p&gt;For the sixth edition (February 2025), data from Wave 14 of the main Understanding Society study were added to the study and the documentation updated accordingly. Additional data cleaning and consistency checks were also conducted.&lt;/p&gt;
&lt;p&gt;Users should note that the Stata format files contain additional Stata %tm format date variables that are not present in the SPSS and tab-delimited versions. This is due to differences between the available date variable formats in the Stata and SPSS software packages.&lt;/p&gt;
&lt;p&gt;&lt;/p&gt;
DOI: 10.25346/s6eecgix/fjbbeu
title: qsvg.dll
DOI: 10.5255/ukda-sn-8474-1
title: Drivers of Populist Radical Right Support in Britain, 2017-2018

description: &lt;p&gt;These data were collected as the United Kingdom component of the cross-national project &lt;a title="Sub-National Context and Radical Right Support in Europe" href="https://gtr.ukri.org/projects?ref=ES/N018745/1"&gt;Sub-National Context and Radical Right Support in Europe&lt;/a&gt; (SCoRE) which covered France, Germany, the Netherlands, and the UK. Two waves of data were collected. The main wave, a nationally representative sample of UK adults (n=25,001), was administered using an internet panel between 22 June and 24 July 2017. A re-contact wave of a sub-sample (n=5,403) of the main wave respondents was administered between 27 June and 19 July 2018. &lt;br&gt;&lt;/p&gt;&lt;p&gt;Further details may be found on the &lt;a title="SCoRE" href="http://www.score.uni-mainz.de"&gt;SCoRE&lt;/a&gt; project website.&lt;/p&gt;
DOI: 10.5255/ukda-sn-8480-1
title: Cyber Security Breaches Survey, 2019
title: Cyber Security Breaches Surveys, 2018-

description: &lt;p&gt;The &lt;em&gt;Cyber Security Breaches Survey, 2019&lt;/em&gt; was run to understand organisations' approaches and attitudes to cyber security, and to understand their experience of cyber security breaches. Its aim was to support the Government by providing evidence that can inform policies which help to make Britain a safer place to do business online.&lt;/p&gt;&lt;p&gt;The data have been collected annually since 2016 to understand the views of UK organisations on cyber security. Data is collected on topics including online use; attitudes of organisations to cyber security and awareness of Government initiatives; approaches to cyber security (including investment and processes); incidences and impact of a cyber security breach or attack; and how breaches are dealt with by the organisation. This information helps to inform Government policy towards organisations, including how best to target key messages to businesses and charities so that they are cyber secure (and so that the UK is the safest place in the world to do business online). Please note that the UK Data Service only holds data from 2018 onwards.&lt;br&gt;&lt;/p&gt;
&lt;p&gt;The underlying data are useful for researchers to better understand the response across a range of organisations (rather than averages) and for wider comparability over time. The survey originally only covered businesses but was expanded to include charities from the 2018 survey onwards.&lt;/p&gt;&lt;p&gt;&lt;/p&gt;
DOI: 10.25346/s6eecgix/zx2pw2
title: qt_ja.qm
DOI: 10.15468/dl.gzwh7n
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "NetworkKey is 99d66b6c-9087-452f-a9d4-f15f2c2d0e7e",
 "TaxonKey is Chordata"
 ]
 },
 {
 "and" : [
 "TaxonKey is one of (Chiroptera [GBIF Backbone Taxonomy])",
 "InstitutionCode is one of (ROM)",
 "Country is one of (Canada)"
 ]
 }
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031283-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25346/s6eecgix/cvcvey
title: qt_ar.qm
DOI: 10.25346/s6eecgix/vyxkiy
title: qgif.dll
DOI: 10.5255/ukda-sn-8493-1
title: Voice of Youth, 2015-2016
title: VoY

description: &lt;p&gt;The &lt;span style="font-style: italic;"&gt;Voice of Youth, 2015-2016&lt;/span&gt; (VoY) was designed to complement the 2015 national evaluation of the National Citizens Service (NCS). NCS is a Government-backed initiative that brings together young people aged 15-17 from different backgrounds, giving them the chance to undertake a programme of personal and social development and community action. The national evaluation included a postal survey of young people who registered interest in NCS, including those who took part and a comparison group of those who registered interest but ultimately did not take part. Those who took part in the baseline survey were sent a follow-up survey 3 months later.&lt;br&gt;&lt;br&gt;The data was collected for two purposes. The primary purpose was to replicate the questions and timing of the UK National Citizen Service (NCS) 2015 participant evaluation. The VoY data aimed to capture the same information as that collected in the NCS evaluation. Furthermore, it was conducted over the same period as the participants were evaluated. In doing so, the aim was to generate a comparison group composed of a nationally representative sample of 16-17 year olds to use alongside the NCS evaluation data. This was designed to produce a non-equivalent control-group design study. The secondary purpose for which the data was collected was to explore, among a nationally-representative sample of young people, the relationships between the schools young people go to, and the neighbourhoods in which they live, and their dynamics of inter-group relations and wider social cohesion. The panel element of this survey aimed to provide opportunities to test these relationships longitudinally. Additional questions not present on the NCS evaluation were therefore also included in the survey to facilitate this secondary aim. &lt;br&gt;&lt;br&gt;Data collection took place with an average time interval of 4-5 months between the surveys. Background variables include ethnicity, youth household disadvantage measures, current activity status, health and well being. Variables capturing intergroup perceptions include feeling thermometers towards different groups and trust in different groups. Mixing opportunities and behaviours are captured using perceived school/neighbourhood diversity and measures of positive and negative inter-group contact.&lt;/p&gt;
DOI: 10.15468/dl.6jgwx3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Laniellus langbianis",
 "Country is one of (Brunei Darussalam, Indonesia, Philippines, Timor-Leste, Singapore)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031284-250920141307145/datasets/export for details.
DOI: 10.5255/ukda-sn-8499-1
title: Quarterly Labour Force Survey, July - September 2018: Teaching Dataset

description: &lt;p&gt;The Quarterly Labour Force Survey July - September 2018: Teaching Dataset is based on the Quarterly Labour Force Survey, July - September 2018 (QLFS JS18; available from the UK Data Archive under SN 8407) and constitutes real data which are used by the government and are behind many headlines. The teaching dataset contains fewer variables and has been subjected to certain simplifications and additions for the purpose of learning and teaching.&lt;/p&gt; &lt;p&gt;The main differences are:&lt;/p&gt; &lt;ul&gt;&lt;li&gt;the number of variables has been reduced;&lt;/li&gt;&lt;li&gt;extra variables (based on variables from the original QLFS JS18 dataset) have been added, including a weight for which mean=1;&lt;/li&gt;&lt;li&gt;a reduced codebook is provided.&lt;/li&gt;&lt;/ul&gt; &lt;p&gt;Further information is available in the study documentation which includes a dataset user guide.&lt;/p&gt;
DOI: 10.25346/s6eecgix/d46yid
title: Qt6Gui.dll
DOI: 10.25346/s6eecgix/dyl5gq
title: Qt6Svg.dll
DOI: 10.5255/ukda-sn-8503-7
title: Pensioners' Incomes, 2008/09-2023/24
title: Pensioners' Incomes Series, 2007/08 -
title: PI

description: &lt;p&gt;Pensioners' Incomes (PI) contains estimates of the levels, sources and distribution of pensioners' incomes. It also examines the position of single pensioners and pensioner couples, including any dependent children, within the income distribution of the population as a whole. This differs from Households Below Average Income (HBAI) (see SNs 5828 and 7196), where analysis is on a household basis, and includes the income of adults not in the pensioner unit but living in the same household. The PI undertakes a few extra steps beyond the FRS and HBAI data to derive pension income variables.&lt;/p&gt;&lt;p&gt;The PI series is a key source of information used to inform Government thinking on relevant policies and related programmes and projects. Researchers and analysts outside the government use statistics and data to examine topics such as ageing, the distributional impacts of fiscal policies, and pensioner groups' income profiles. The PI estimates are usually based on a sample of around 7,000 adults over State Pension age, who reside in private households in the United Kingdom, taken from the &lt;a href="https://beta.ukdataservice.ac.uk/datacatalogue/series/series?id=200017"&gt;Family Resources Survey&lt;/a&gt; (FRS). &lt;/p&gt;&lt;p&gt;The gov.uk &lt;a href="https://www.gov.uk/government/collections/pensioners-incomes-series-statistics--3"&gt;Pensioners' Incomes Statistics&lt;/a&gt;&lt;a href="https://www.gov.uk/government/collections/pensioners-incomes-series-statistics--3"&gt;&lt;/a&gt; webpage contains annual reports, accompanying tables, research, and technical papers.&lt;/p&gt;&lt;p&gt;PI data are also available from 1994/95 onwards via the Department for Work and Pensions (DWP) &lt;a href="https://stat-xplore.dwp.gov.uk/webapi/jsf/login.xhtml" style="background-color: rgb(255, 255, 255);"&gt;Stat-Xplore online tool&lt;/a&gt;.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Secure Access PI data&lt;/strong&gt;&lt;/p&gt;&lt;p&gt;The Secure Access version of the PI series (SN 9257) is available from 2007/08 onwards, whereas the standard End User Licence (EUL) data (SN 8503) are available from 2008/09. Unlike the EUL versions, the ages of the head of household and spouse have not been top-coded at 80 years in the Secure Access version. Prospective users of the Secure Access version must fulfil additional requirements beyond those associated with the EUL datasets. The Secure Access version of FRS is held under SN 9256, and the Secure Access version of HBAI is available under SN 7196. &lt;/p&gt; 
&lt;p&gt;&lt;span style="font-weight: bold;"&gt;Latest edition information&lt;/span&gt;&lt;br&gt;
&lt;/p&gt;
&lt;p&gt;&lt;span&gt;For the 7th edition (April 2025), data and documentation for 2023/24 were added to the study.&lt;/span&gt;&lt;/p&gt;
DOI: 10.5255/ukda-sn-8505-2
title: UNESCO Culture Statistics, 1995-2017
title: Culture

description: &lt;p&gt;The UNESCO Culture dataset contains three tables:&lt;br&gt;&lt;/p&gt;&lt;ol&gt;&lt;li&gt;The UNESCO &lt;span style="font-weight: bold;"&gt;Cultural Employment&lt;/span&gt; table includes comparable data to monitor the contribution of culture to economic and social development as well as the conditions of those engaged in cultural activities.&lt;/li&gt;&lt;li&gt;The UNESCO Institute for Statistics (UIS) Questionnaire on &lt;span style="font-weight: bold;"&gt;Feature Film &lt;/span&gt; Statistics yields data including all key countries in the film industry. The data provide a unique perspective on how different countries and regions are transforming traditional approaches to the art and industry of film-making, especially in video and digital formats. Key indicators focus on habits of film consumption by looking at the origin of films viewed, as well as the most popular films, based on the frequency of attendance. Other indicators focus on indoor cinemas per capita and average ticket price per capita, providing a good perspective on cinema infrastructure and access.&lt;/li&gt;&lt;li&gt;The UNESCO &lt;span style="font-weight: bold;"&gt;International Trade in Cultural Goods&lt;/span&gt; table is built using data from the &lt;a href="https://comtrade.un.org/data" target="_blank"&gt;UN Comtrade Database&lt;/a&gt;, which itself comprise of detailed global trade data.&lt;/li&gt;&lt;/ol&gt;
DOI: 10.5255/ukda-sn-8506-1
title: UNESCO Research and Experimental Development, 1996-2018

description: The UIS hosts the only global database of cross-nationally comparable indicators on innovation, which involves countries at all income levels. Data collection in this area is relatively new for many countries. So the UIS helps them design their own national surveys by providing training and technical assistance on international methodological frameworks and guidelines, such as the Oslo Manual, which are developed in consultation with partners, such as Eurostat, OECD and RICYT. The UIS also work closely with the African Science, Technology and Innovation Indicators (ASTII) Initiative of the African Union. By working closely with these partners and national statistical offices, the UIS can align and harmonise the surveys and methodological frameworks, such as the Frascati Manual, used at the global, regional and national levels to ensure that resulting data can be compared across countries. This is essential to gain a global perspective on science and technology. The UIS also provide training and methodological resources to help countries develop their own national surveys on R&amp;D and improve the quality and use of their data.