cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5255/ukda-sn-7294-1
title: Employer Perspectives Survey, 2010
title: Employer Perspectives Surveys, 2007-
title: UKCEPS

description: The &lt;i&gt;Employer Perspectives Survey&lt;/i&gt; (EPS) is a large scale survey of UK employers across all sectors of the economy and is part of a series of studies historically commissioned by the UK Commission for Employment and Skills (UKCES) to provide robust and reliable labour market information. Following the closure of the UKCES ownership of the survey transferred to the Department for Education (DfE) in late 2016.&lt;br&gt;
&lt;br&gt;
The survey provides a UK-wide picture of how employers are meeting their skills needs, looking both at their engagement with skills and employment services and broader approaches to people development. The &lt;i&gt;Employer Perspectives Survey&lt;/i&gt; is a key customer insight tool for colleges, universities, schools and other providers looking to understand how employers view and engage with the skills system.&lt;br&gt;
&lt;br&gt;
The &lt;i&gt;Employer Perspectives Survey&lt;/i&gt; is intended to complement the &lt;i&gt;Employer Skills Survey&lt;/i&gt; series, which focuses on employer skills demand, skills shortages and training within organisations; the two surveys run in alternate years.&lt;br&gt;
&lt;br&gt;
 The &lt;i&gt;Employer Perspectives Survey, 2010&lt;/i&gt; covered over 14,000 employers across the full geographical spread of the UK, in all sectors of the economy (across the commercial, public and charitable spheres). The survey examined: approaches to recruitment; awareness and use of skills support services/initiatives; engagement with external training providers, and the use of vocational qualifications and apprenticeships.
DOI: 10.5255/ukda-sn-7295-1
title: Employer Perspectives Survey, 2012
title: Employer Perspectives Surveys, 2007-
title: UKCEPS

description: The &lt;i&gt;Employer Perspectives Survey&lt;/i&gt; (EPS) is a large scale survey of UK employers across all sectors of the economy and is part of a series of studies historically commissioned by the UK Commission for Employment and Skills (UKCES) to provide robust and reliable labour market information. Following the closure of the UKCES ownership of the survey transferred to the Department for Education (DfE) in late 2016.&lt;br&gt;
&lt;br&gt;
The survey provides a UK-wide picture of how employers are meeting their skills needs, looking both at their engagement with skills and employment services and broader approaches to people development. The &lt;i&gt;Employer Perspectives Survey&lt;/i&gt; is a key customer insight tool for colleges, universities, schools and other providers looking to understand how employers view and engage with the skills system.&lt;br&gt;
&lt;br&gt;
The &lt;i&gt;Employer Perspectives Survey&lt;/i&gt; is intended to complement the &lt;i&gt;Employer Skills Survey&lt;/i&gt; series, which focuses on employer skills demand, skills shortages and training within organisations; the two surveys run in alternate years.&lt;br&gt;
&lt;br&gt;
 The &lt;i&gt;Employer Perspectives Survey, 2012&lt;/i&gt; covered 15,000 employers across the full geographical spread of the UK, in all sectors of the economy (across the commercial, public and charitable spheres). The survey examined: approaches to recruitment; awareness and use of skills support services/initiatives; engagement with external training providers, and the use of vocational qualifications and apprenticeships. The survey also covered specific areas of current policy interest, and in 2012 this included questions on the use of work placements and the recruitment of young people.
DOI: 10.5255/ukda-sn-7303-1
title: Patents, Designs and Trade Marks, 2010: Secure Access

description: &lt;p&gt;The &lt;i&gt;Patents, Designs and Trade Marks, 2010: Secure Access&lt;/i&gt; dataset includes details on applications to the Intellectual Property Office (IPO) for patents, designs and trade marks by businesses or individuals.&lt;br&gt; &lt;br&gt; The patent file holds the main information for all patents in Great Britain attained through the Department of Business, Innovation and Skills' Optics extract in June/July 2010. The file includes patent applications filed between 1978 and 2009. There should be no multiple observations due to the uniqueness and single occurrence of an application number within these datasets. A patent can have more than one IPC classification, depending on how many purposes it fulfils.&lt;br&gt; &lt;br&gt; The trade mark analysable dataset was created using the trade mark licensee data, which relates to trademarks applied for with the IPO. The data were extracted in July 2010 and include applications filed between 1876 and 2010. The licensee data is that provided to the IPO's external customers and holds the same information as contained within the &lt;a href="http://www.ipo.gov.uk/" title="IPO"&gt;IPO&lt;/a&gt; website. This dataset represents one of four relating to trade marks; this covers all trade marks applied for within the UK - there are three other datasets relating to trade marks applied for via the Madrid UK/Madrid EP agreements and Office of Harmonization for the Internal Market. &lt;br&gt; &lt;br&gt; The UK design data represent all designs applied for with the IPO between 1974 and 2010. The data were extracted in May 2010.&lt;br&gt; &lt;br&gt; The patent, design and trade mark data provided are readily available from online sources. The data are provided for Secure Access so that users can link the data to Secure Access business surveys using Inter-Departmental Business Register (IDBR) reference numbers, which are anonymous but unique reference numbers assigned to business organisations. Other Secure Access business surveys with which users may wish to combine the IPO data include the &lt;i&gt;Annual Respondents Database&lt;/i&gt; (SN 6644), the &lt;i&gt;UK Innovation Survey&lt;/i&gt; (SN 6699), and the &lt;i&gt;Business Expenditure on Research and Development&lt;/i&gt; survey (SN 6690).&lt;br&gt; &lt;br&gt; In preparing the patent, design and trade mark data for release, certain variables that can lead to the identification of businesses or individuals on the IPO website have been anonymised. These variables include applicant numbers, application numbers and design numbers.&lt;br&gt; &lt;br&gt; The patent data include postcodes for a proportion of the applicants. The trade mark data include the country of the proprietor. The design data include no spatial units.&lt;/p&gt;&lt;p&gt;For Secure Lab projects applying for access to this study as well as to SN 6697 &lt;span style="font-style: italic;"&gt;Business Structure Database&lt;/span&gt; and/or SN 7683&lt;em&gt; Business Structure Database Longitudinal&lt;/em&gt;, only postcode-free versions of the data will be made available.&lt;/p&gt;
DOI: 10.5255/ukda-sn-7313-1
title: Gansu Survey of Children and Families, Wave 1, 2000
title: GSCF

description: The &lt;i&gt;Gansu Survey of Children and Families&lt;/i&gt; (GSCF) is a longitudinal study of poverty, education, health, and economic mobility among children and youth in Gansu, rural northwest China. The initial wave of the study (GSCF-1) interviewed 2000 children at ages 9 to 12 in the year 2000; re-interviews were conducted in 2004, 2007, and 2009. (At present the UK Data Archive only holds data from Wave 1.) &lt;br&gt; &lt;br&gt; The project addresses the following questions:&lt;ul&gt;&lt;li&gt;What are the impacts of childhood nutrition and health on subsequent education? &lt;/li&gt;&lt;li&gt; What are the impacts of childhood nutrition and health on psychological well-being?&lt;/li&gt;&lt;li&gt;What is the correlation between psychological well-being and education outcomes, and how does the evolution of behavioral and psychological problems over time vary by family, school and community characteristics?&lt;/li&gt;&lt;li&gt;What are the impacts of childhood nutrition and health on the decision to stay in school or enter the workforce?&lt;/li&gt;&lt;li&gt;How do education outcomes, including specific cognitive skills, affect the labour force productivity of young adults?&lt;/li&gt;&lt;li&gt;What are the impacts of childhood nutrition and health on the labour productivity of young adults?&lt;/li&gt;&lt;/ul&gt;Users should note that much of the current documentation is Chinese with no English translation. Further information may be found on the University of Pennsylvania &lt;a href="http://china.pop.upenn.edu/" title="Gansu Survey of Children and Families"&gt;Gansu Survey of Children and Families&lt;/a&gt; website.&lt;br&gt; &lt;br&gt;
DOI: 10.5255/ukda-sn-7315-2
title: Wellcome Trust Monitor 2, 2012
title: Wellcome Trust Monitors, 2009-
title: Wellcome Trust Monitor Wave 2

description: The &lt;i&gt;Wellcome Trust Monitor&lt;/i&gt; is a unique survey of UK adults' (and in some waves, young people's) views around science and biomedical research. The findings are representative of the UK population and provide fresh and significant insights to inform science communication practice and how research priorities might be shaped, building a better understanding of the social context of biomedical research. The survey is repeated every three years and a large proportion of the questions recur in each wave. The aim of this tracking survey is to build a high-quality evidence base that explores trends and variations across time on both general scientific and medical themes and specific societal issues. This robust study also seeks to develop a more systematic approach to describing and understanding current interest in, attitudes towards and knowledge of science and biomedical research. There is flexibility within each wave to include a number of additional questions to explore new and topical areas of interest. &lt;br&gt;
&lt;br&gt;
Further information is available from the &lt;a class="external" href="http://www.wellcome.ac.uk/About-us/Publications/Reports/Public-engagement/WTX058859.htm" title="Wellcome Trust Monitor"&gt;Wellcome Trust Monitor&lt;/a&gt; webpage.&lt;br&gt;
&lt;br&gt;
 The &lt;i&gt; Wellcome Trust Monitor 2, 2012&lt;/i&gt; is the second survey in the series and was conducted in 2012 by Ipsos MORI. This wave of the survey was designed to provide comparability with findings from the baseline survey, carried out in 2009. The survey also aimed to build on the first wave, by refining the questionnaire and approach to maximise the level and quality of response from respondents.&lt;br&gt;
&lt;br&gt;
For the second edition (July 2014) two variables 'hedqual' and 'hedqualad' were replaced with variable 'hedqual_rev' and 'hedqualad_rev'. The new variables provide separate coding than 'item not applicable' for those respondents with no qualifications. See documentation for further details. &lt;br&gt;
&lt;br&gt;
&lt;br&gt;
DOI: 10.5255/ukda-sn-7320-1
title: National Survey for Wales, 2012-2013
title: National Survey for Wales, 2012-

description: &lt;p&gt;The Welsh Government's &lt;em&gt;National Survey for Wales&lt;/em&gt; covers a random sample of 12,000 adults a year (aged 16+) living in private households across Wales. The survey provides representative, reliable and up-to-date information about the people of Wales down to local authority level.&lt;/p&gt;&lt;p&gt;The survey began in 2012. In 2015 it was reviewed the decision was taken to amalgamate five large scale social surveys that were carried out in Wales into one. From 2016-17 onwards the National Survey for Wales was expanded to include topics previously covered by the Welsh Health Survey, Active Adults Survey, Arts in Wales Survey, and Welsh Outdoor Recreation Survey.&lt;/p&gt;&lt;p&gt;The aim of the survey is to provide representative, reliable and up-to-date information about the people of Wales down to local authority level. Prior to March 2020, the survey was carried out face-to-face in respondents’ homes. Since May 2020 onwards, the survey has been carried out by telephone. Topics were updated monthly and results published monthly for May to September 2020; from October, topic updates and publications switched to quarterly.&lt;/p&gt;&lt;p&gt;The survey continued in telephone mode for 2021-22 onwards, with an online element added from July 2021.&lt;/p&gt;&lt;p&gt; &lt;/p&gt;&lt;p&gt;Further information is available on the &lt;a href="https://gov.wales/national-survey-wales"&gt;Welsh Government National Survey for Wales&lt;/a&gt; webpages.&lt;/p&gt; The &lt;i&gt; National Survey for Wales, 2012-2013&lt;/i&gt; is the first year of this major study of adults across Wales. Although the main reporting year for the survey runs in line with financial years (April to the following March), an initial three months of fieldwork was carried out in January to March 2012: 'Quarter 0'. The purpose of this period was to provide national-level results from the survey as quickly as possible, as well as to ensure that the survey was running smoothly before the start of the first reporting year. Therefore a Quarter 0 data file and a Year 1 data file are available from the UK Data Archive.&lt;br&gt;
DOI: 10.5255/ukda-sn-7338-2
title: Scottish Social Attitudes Survey, 2012
title: Scottish Social Attitudes Survey, 1999-
title: SSA

description: The &lt;i&gt;Scottish Social Attitudes&lt;/i&gt; (SSA) survey was launched by ScotCen Social Research (formerly the Scottish Centre for Social Research) in 1999, following the advent of devolution. Based on annual rounds of interviews of between 1,200 to 1,500 people drawn using probability sampling (based on a stratified, clustered sample), it aims to facilitate the study of public opinion and inform the development of public policy in Scotland, similar to the &lt;i&gt;British Social Attitudes&lt;/i&gt; (BSA) series (held at the Archive under GN 33168). The SSA survey has been conducted annually each year since 1999, with the exception of 2008. The survey has a modular structure. In any one year it typically contains three to five modules, each containing 40 questions. Funding for its first two years came from the Economic and Social Research Council, while from 2001 onwards different bodies have funded individual modules each year. These bodies have included the Economic and Social Research Council, the Scottish Government and various charitable and grant awarding bodies, such as the Nuffield Foundation and Leverhulme Trust. &lt;br&gt;
&lt;br&gt;
Further information on the SSA and links to publications may be found on the ScotCen Social Research &lt;a href="https://natcen.ac.uk/search?series%5B43%5D=43" title="Scottish Social Attitudes" target="_blank"&gt;Scottish Social Attitudes&lt;/a&gt; webpages.&lt;br&gt;
&lt;br&gt;
 The 2012 survey was the 13th wave in the series. The sample included a boost of addresses in remote and rural parts of Scotland.&lt;br&gt;
&lt;br&gt;
For the second edition (September 2013), data from the main Scottish Social Attitudes 2012 survey were added to the study, which previously contained only the data from questions covering constitutional change. The documentation has been updated accordingly.&lt;br&gt;
&lt;br&gt;
DOI: 10.5255/ukda-sn-7339-10
title: Understanding Society: Innovation Panel, Waves 1-17, 2008-2024: Special Licence Access, Census 2011 Lower Layer Super Output Areas
title: Understanding Society Innovation Panel: Waves 1-, 2008- : Safeguarded/Special Licence
title: United Kingdom Household Longitudinal Study; UKHLS

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, Census 2011 Lower Layer Super Output Areas (LSOA) dataset contains Census 2011 LSOA geographic variables for Understanding Society: Innovation Panel and a household identification serial number for file matching to the main Understanding Society: Innovation Panel data. 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;Census 2001, 2011 and 2021 LSOA data coverage&lt;/b&gt;&lt;/p&gt;
&lt;p&gt;Census 2001 and 2021-defined LSOA geographic variables are also available under Special Licence access conditions to match to Understanding Society: Innovation Panel data - see SN 6911 and SN 9157.&lt;/p&gt;
&lt;p&gt;&lt;b&gt;Census 2001, 2011 and 2021 LSOA access restrictions&lt;/b&gt;&lt;/p&gt;
&lt;p&gt;When placing an order for these data, users should note that, to minimise the risk of disclosure, users may access one only of SN 6911, SN 7339 or SN 9157.&lt;/p&gt;
&lt;p&gt;&lt;b&gt;Latest edition information&lt;/b&gt;&lt;/p&gt;
&lt;p&gt;For the 10th edition (September 2025), data for Wave 17 was deposited and the documentation updated accordingly.&lt;/p&gt;
DOI: 10.13140/rg.2.2.15415.24482
title: Screenshot 2021-07-10-05-12-23
DOI: 10.13140/rg.2.2.29256.44806
title: Screenshot 2021-07-20-15-48-24
DOI: 10.13140/rg.2.2.27552.51207
title: Data of "Time-Fractional Flow Equations (t-FFEs) to Upscale Transient Groundwater Flow Characterized by Temporally Non-Darcian Flow Due to Medium Heterogeneity"
DOI: 10.15468/dl.ha6yn2
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Insecta)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-135 7.5,-127.5 7.5,-127.5 15,-135 15,-135 7.5))"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042284-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/kzfpad
title: Données naturalistes opportunistes issues de la plateforme INaturalist-Données naturalistes opportunistes "lionelgonele"

description: Données naturalistes opportunistes saisies sur iNaturalist à partir du compte "lionelgonele"
DOI: 10.13140/rg.2.2.25946.88004
title: الأفعال في اللغة الأكدية Verbs in the Akkadian language
DOI: 10.6084/m9.figshare.26578163.v1
title: Additional file 4 of Comparative physiological and transcriptome analysis in cultivated and wild sugarcane species in response to hydrogen peroxide-induced oxidative stress

description: Additional file 4. Supplementary file. IV: List of annotated DGEs with their FPKM for Erianthus arundinaceus, Saccharum spontaneum and cultivated variety.
DOI: 10.6084/m9.figshare.26620588.v1
title: Additional file 6 of Therapeutic targeting of the TPX2/TTK network in colorectal cancer

description: Additional file 6: Table S6. Differentially expressed gene in HCT116 transfected with siTTK (2.0 FC, FDR &lt; 0.05).
DOI: 10.6084/m9.figshare.26578163
title: Additional file 4 of Comparative physiological and transcriptome analysis in cultivated and wild sugarcane species in response to hydrogen peroxide-induced oxidative stress

description: Additional file 4. Supplementary file. IV: List of annotated DGEs with their FPKM for Erianthus arundinaceus, Saccharum spontaneum and cultivated variety.
DOI: 10.6084/m9.figshare.26578175.v1
title: Additional file 7 of Comparative physiological and transcriptome analysis in cultivated and wild sugarcane species in response to hydrogen peroxide-induced oxidative stress

description: Additional file 7. Supplementary File. VII: Validation of expression of NAC genes through RT-PCR.
DOI: 10.15468/dl.zvg4yj
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Indonesia",
 "DatasetKey is one of (Xeno-canto - Bird sounds from around the world, iNaturalist Research-grade Observations)",
 "Geometry POLYGON((94.44601 6.30327,95.39599 0.14118,103.94578 -6.65198,105.98229 -6.13301,108.85398 -3.81423,108.85398 -2.39139,106.71654 -1.20453,105.52907 2.19892,102.67914 1.56595,99.11673 5.2794,94.44601 6.30327))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "PublishingOrg is one of (1f00d75c-f6fc-4224-a595-975e82d7689c, 28eb1a3f-1c15-4a95-931a-4af90ecb574d)",
 "TaxonKey is Zosterops atricapilla Salvadori, 1879",
 "Year 1980-2024"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068148-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.26620633
title: Additional file 2 of Critical contributions of protein cargos to the functions of macrophage-derived extracellular vesicles

description: Additional file 2: Table S1. Protein profiles of M0- and M1-EV pairs.
DOI: 10.6084/m9.figshare.26620633.v1
title: Additional file 2 of Critical contributions of protein cargos to the functions of macrophage-derived extracellular vesicles

description: Additional file 2: Table S1. Protein profiles of M0- and M1-EV pairs.
DOI: 10.6084/m9.figshare.26620636.v1
title: Additional file 3 of Critical contributions of protein cargos to the functions of macrophage-derived extracellular vesicles

description: Additional file 3: Table S2. Protein profiles of M0- and M2-EV pairs.
DOI: 10.15468/dl.uk4qmv
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((148.843365 -33.047464, 148.843365 -33.051956, 148.852349 -33.051956, 148.852349 -33.04971, 148.850103 -33.04971, 148.850103 -33.047464, 148.843365 -33.047464)), ((148.852349 -33.051956, 148.852349 -33.056447, 148.85684 -33.056447, 148.85684 -33.051956, 148.852349 -33.051956)))"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068149-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.26620549
title: Additional file 6 of Integration of single-nuclei RNA-sequencing, spatial transcriptomics and histochemistry defines the complex microenvironment of NF1-associated plexiform neurofibromas

description: Additional file 6: CellChat inferred ligand receptor interactions.
DOI: 10.6084/m9.figshare.26718827
title: Table S1: Deconstruction of the Franciscan Complex central terrane mélange and re-evaluation of Franciscan mélanges and architecture of the northwestern San Francisco Bay area, California, USA

description: Table S1. Types of block-in-matrix units in the Franciscan Complex.
DOI: 10.6084/m9.figshare.26718827.v1
title: Table S1: Deconstruction of the Franciscan Complex central terrane mélange and re-evaluation of Franciscan mélanges and architecture of the northwestern San Francisco Bay area, California, USA

description: Table S1. Types of block-in-matrix units in the Franciscan Complex.