cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.rx6v9e
title: Occurrence Download

description: A dataset containing 190795 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Vicia hirsuta",
 "Year 1957-2022"
 ]
}

 The dataset includes 190795 records from 2101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035614-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/mnahq1
title: Replication Data for: Philippe Zarifian's analytical perspective on the mobilization of competencies: Users of online games

description: Dataset
DOI: 10.15468/dl.4huhmg
title: Occurrence Download

description: A dataset containing 243803 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Gnaphalium L."
 ]
}

 The dataset includes 243803 records from 1588 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001506-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sqhcxr
title: Occurrence Download

description: A dataset containing 118864 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Prasinophyceae"
 ]
}

 The dataset includes 118864 records from 743 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011019-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d66jyb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Liposcelis fusciceps",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083006-250717081556266/datasets/export for details.
DOI: 10.15468/dl.926j9s
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alternanthera philoxeroides",
 "Country is Myanmar",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083005-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tvqcqn
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Liposcelis mendax",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083007-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7267/1c18dq13g
title: Assessment of heat stress exposure of outdoor workers in Kuwait and the effectiveness of the national summer midday work ban

description: This dataset includes Wet Bulb Globe Temperature (WBGT) measurements recorded at three outdoor worksites in Kuwait during the summer of 2024. Measurements were taken at 15-minute intervals over 48-hour periods and processed to derive hourly WBGT values. Using these data, ACGIH Threshold Limit Values (TLVs) for moderate and heavy workloads were applied to classify hourly exceedance of safe work-rest ratios. The dataset supports the evaluation of Kuwait’s national summer midday work ban, providing insight into the thermal burden experienced by outdoor workers.
DOI: 10.15468/dl.7cbtkv
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vachellia macracantha",
 "Country is Cuba",
 "HasCoordinate is true"
 ]
}

 The dataset includes 39 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083009-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4hm8cx
title: Occurrence Download

description: A dataset containing 18476 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Atalotriccus pilaris)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 18476 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083008-250717081556266/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-7421-20
title: Vacancy Survey, 2005-2022: Secure Access
title: VS

description: &lt;p&gt;The &lt;i&gt;Vacancy Survey&lt;/i&gt; (VS) is a statutory, monthly survey of businesses in Great Britain, which asks the single question, how many job vacancies did a business have in total on a specified date for which they were actively seeking recruits from outside their organisation. Vacancy statistics provide important information about the demand for labour, and give an early indication of what is happening in the labour market. They are used for monitoring and policy-making purposes by UK government departments and Eurostat.&lt;br&gt;&lt;br&gt;Questionnaires are sent to a sample of approximately 6,000 businesses on the Inter-Departmental Business Register (IDBR) every month, approached mainly via head offices rather than by local offices. The IDBR is a live register of data on businesses collected by HM Revenue and Customs via VAT and Pay As You Earn (PAYE) records. Businesses return their &lt;i&gt;Vacancy Survey&lt;/i&gt; data to the Office for National Statistics using key presses on a telephone rather than returning a paper questionnaire. A small number of businesses have elected to receive a paper questionnaire which is returned in the pre-paid envelope provided.&lt;br&gt;&lt;br&gt;The survey covers all sectors of the economy, with the exception of employment agencies and agriculture, forestry and fishing.&lt;br&gt;&lt;br&gt;&lt;span style="font-style: italic;"&gt;Linking to other business studies&lt;br&gt;&lt;/span&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;br&gt;&lt;br&gt;&lt;span style="font-style: italic;"&gt;Latest edition information&lt;/span&gt;&lt;br&gt;For the twentieth edition (October 2022), two data files covering April-July 2022 and May-August 2022 have been added to the study.&lt;br&gt;&lt;/p&gt;
DOI: 10.5255/ukda-sn-6702-29
title: Monthly Wages and Salaries Survey, 2000-2022: Secure Access
title: MWSS

description: &lt;p&gt;The &lt;i&gt;Monthly Wages and Salaries Survey&lt;/i&gt; (MWSS) is the main source of information for three key indicators of Short-Term Earnings generated by the Office for National Statistics: the Average Earnings Index, the Average Weekly Earnings and the Index of Labour Costs per Hour.&lt;br&gt; &lt;br&gt;The MWSS is distributed monthly to approximately 8,800 businesses and covers around 12.8 million employees. Companies are required to respond under the Statistics of Trade Act 1947. Businesses are selected from the Inter-Departmental Business Register. Every company with more than 1,000 employees is surveyed. Sampling is random for businesses with fewer than 1,000 employees. The MWSS does not cover businesses with fewer than 20 employees, and so the very smallest businesses in the economy are not represented. The self-employed and government-supported trainees are also not surveyed.&lt;br&gt; &lt;br&gt;The major strength of the MWSS is that it provides comprehensive information on earnings, by industry. In terms of industrial coverage, information on all industries is collected, as defined by the Standard Industrial Classifications (1992). Information on both the public and private sectors is available.&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;&lt;span style="font-style: italic;"&gt;Latest edition information&lt;br&gt;&lt;/span&gt;For the twenty-ninth edition (October 2022), monthly data files for May 2022 and June 2022 have been added to the study.&lt;/p&gt;
DOI: 10.5255/ukda-sn-7022-25
title: Prices Survey Microdata, 1996-2022: Secure Access

description: The &lt;i&gt;Prices Survey Microdata&lt;/i&gt; include the underlying price data used by the Office for National Statistics (ONS) to produce the Consumer Prices Index (CPI), the Retail Prices Index (RPI) and associated price indices. The CPI has become the main domestic measure of inflation for macroeconomic purposes in the UK. Since December 2003 it has been used for the inflation target that the Bank of England is required to achieve. The RPI is the most long-standing measure of inflation in the UK, and its uses have included the indexation of pensions, state benefits and index-linked gilts. The study also includes the data underlying the Producer Prices Index.&lt;br&gt; &lt;br&gt; There are four levels of sampling for local price collection: locations/shopping areas; outlets/shops within locations; representative items/goods and services; and products and varieties (price quotes).&lt;br&gt; &lt;br&gt; There are two basic price collection methods: local and central. Local collection is used for most items; prices are obtained from outlets in about 150 locations around the country. Some 110,000 quotations are obtained by this method. Normally, collectors must visit the outlet, but prices for some items may be collected by telephone. Central collection is used for items where all the prices can be collected centrally by the ONS with no field work. These prices can be further sub-divided into two categories, depending on their subsequent use: 1) central shops, where the prices are combined with prices obtained locally, and 2) central items, where the prices are used on their own to construct centrally calculated indices. There are about 130 items for which the prices are collected centrally.&lt;br&gt; &lt;br&gt; The retail price data include the locations containing the shopping outlets from which the price quotes were obtained. These locations are intended to be broadly representative of a central shopping area and the areas where the local shopping population tend to live. The data also include the regions in which those shopping areas are located.&lt;br&gt; &lt;br&gt; &lt;i&gt;Linking to other business studies&lt;/i&gt;&lt;br&gt; The producer prices data contain Inter-Departmental Business Register (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;br&gt; &lt;br&gt;&lt;span style="font-style: italic;"&gt;Latest edition information&lt;/span&gt;&lt;br&gt;For the twenty-fifth edition (October 2022), monthly Item Indices and Price Quotes data files for July and August 2022 have been added to the study.&lt;br&gt;&lt;br&gt;
DOI: 10.5255/ukda-sn-8043-9
title: Births Registrations in England and Wales, 1982-2021: Secure Access

description: &lt;p&gt;The &lt;i&gt;Births Registrations in England and Wales, 1982-2019: Secure Access&lt;/i&gt; study includes annual data files for all births registered in England and Wales from 1982 to 2019. Birth registration is a legal requirement under the Births and Deaths Registration Act 1836. The registration of births occurring in England and Wales is a service carried out by the Local Registration Service in partnership with the General Register Office (GRO). Information collected at birth registration is recorded on the Registration Online (RON) system by Registrars. Most of the information is usually supplied by the parent(s). For live births, details of the birth weight are transferred to the Registrar from the NHS birth notification. Further information about live birth statistics is available from the Office for National Statistics &lt;a class="external" href="https://www.ons.gov.uk/peoplepopulationandcommunity/birthsdeathsandmarriages/livebirths" title="live births"&gt;live births&lt;/a&gt; web page.&lt;br&gt; &lt;br&gt; Prospective users will need to apply for access to this controlled access data via the UK Data Service Secure Lab. Further information is available on the &lt;a href="https://ukdataservice.ac.uk/find-data/access-conditions/secure-application-requirements/" target="_blank"&gt;Apply to Access Controlled Data in SecureLab&lt;/a&gt;&lt;a href="https://www.ukdataservice.ac.uk/get-data/how-to-access/accesssecurelab/apply" title="Access to the Secure Lab"&gt;&lt;/a&gt; web pages.&lt;br&gt;&lt;br&gt;&lt;span style="font-style: italic;"&gt;Latest edition information:&lt;/span&gt;&lt;br&gt;For the ninth edition (October 2022), the 2021 data file has been added to the study, and the documentation has been updated.&lt;/p&gt;
DOI: 10.5255/ukda-sn-8200-8
title: Death Registrations in England and Wales, 1993-2021: Secure Access
title: Mortality statistics, England and Wales

description: The &lt;i&gt;Death Registrations in England and Wales, 1993-2021: Secure Access&lt;/i&gt; study includes annual data files for all deaths registered in England and Wales from 1993 to 2021. Death registration is a legal requirement under the Births and Deaths Registration Act 1836. The registration of deaths occurring in England and Wales is a service carried out by the Local Registration Service in partnership with the General Register Office (GRO). Information collected at death registration is recorded on the Registration Online (RON) system by registrars. The information supplied at the time of registration is from 1 of 4 sources:&lt;ol&gt;&lt;li&gt;details supplied by the doctor when certifying a death&lt;/li&gt;&lt;li&gt;details supplied by the informant to the registrar&lt;/li&gt;&lt;li&gt;details supplied by a coroner to the registrar following an investigation&lt;/li&gt;&lt;li&gt;details derived from the information supplied above&lt;/li&gt;&lt;/ol&gt;Death registration data are passed to the Office for National Statistics electronically from GRO for statistical purposes. Each annual dataset is a static file of death registration records available at the time the annual subset was closed. Revisions to records can still be made after the subset has been finalised but these will not be reflected in the annual dataset or used to compile statistics. The annual datasets include deaths that have been registered in that calendar year, a small percentage of these deaths may have occurred in previous years (2.9% in 2001 and 4.8% in 2015). Deaths to those usually resident in England or Wales who die abroad are not included in the dataset. Deaths registered in England and Wales to those whose usual residence is outside England and Wales are included.&lt;br&gt; &lt;br&gt; Further information about mortality statistics is available from the Office for National Statistics &lt;a class="external" href="https://www.ons.gov.uk/peoplepopulationandcommunity/birthsdeathsandmarriages/deaths" title="Deaths"&gt;deaths&lt;/a&gt; web page.&lt;br&gt; &lt;br&gt; Prospective users will need to apply for access to this controlled access data via the UK Data Service Secure Lab. Further information is available on the &lt;a href="https://ukdataservice.ac.uk/find-data/access-conditions/secure-application-requirements/" target="_blank"&gt;Apply to Access Controlled Data in SecureLab&lt;/a&gt; web pages.&lt;br&gt; &lt;br&gt;&lt;span style="font-style: italic;"&gt;Latest edition information:&lt;/span&gt;&lt;br&gt;For the eighth edition (October 2022), the 2021 data file has been added to the study. Also, the documentation has been updated.&lt;br&gt;
DOI: 10.5255/ukda-sn-8910-6
title: National Referral Mechanism and Duty to Notify Statistics, 2014-2022
title: NRM

description: &lt;p&gt;Modern slavery is a term that includes any form of human trafficking, slavery, servitude or forced labour, as set out in the Modern Slavery Act 2015. Potential victims of modern slavery in the UK that come to the attention of authorised ‘First Responder’ organisations are referred to the National Referral Mechanism (NRM). &lt;/p&gt; &lt;p&gt;Adults (aged 18 or above) must consent to being referred to the NRM, whilst children under the age of 18 need not consent to being referred. As specified in section 52 of the Modern Slavery Act 2015, public authorities in England and Wales have a statutory duty to notify the Home Office when they come across potential victims of modern slavery ('Duty to Notify' (DtN)). This duty is discharged by either referring a child or consenting adult potential victim into the NRM, or by notifying the Home Office via the DtN process if an adult victim does not consent to enter the NRM.&lt;/p&gt; &lt;p&gt;The Home Office publishes quarterly statistical bulletins and aggregated data breakdowns on the &lt;a href="https://www.gov.uk/government/collections/national-referral-mechanism-statistics"&gt; National Referral Mechanism&lt;/a&gt;&lt;a href="https://www.gov.uk/government/collections/national-referral-mechanism-statistics"&gt;&lt;/a&gt; webpage on the GOV.UK website regarding the number of potential victims referred each quarter. To allow stakeholders and first responders more flexibility in analysing this data for their own strategic and operational planning, the disaggregated, pseudonymised dataset used to create the aggregated published data is also available from the UK Data Service as 'safeguarded' data. (The UKDS data are available in SPSS, Stata, tab-delimited text and CSV formats.)&lt;br&gt; &lt;br&gt; &lt;span style="font-weight: bold;"&gt;Latest edition information&lt;/span&gt;&lt;br&gt; For the sixth edition (November 2022), the data file was amended to include cases from Quarter 3, 2022.&lt;br&gt; &lt;/p&gt;
DOI: 10.5255/ukda-sn-7421-21
title: Vacancy Survey, 2005-2022: Secure Access
title: VS

description: &lt;p&gt;The &lt;i&gt;Vacancy Survey&lt;/i&gt; (VS) is a statutory, monthly survey of businesses in Great Britain, which asks the single question, how many job vacancies did a business have in total on a specified date for which they were actively seeking recruits from outside their organisation. Vacancy statistics provide important information about the demand for labour, and give an early indication of what is happening in the labour market. They are used for monitoring and policy-making purposes by UK government departments and Eurostat.&lt;br&gt;&lt;br&gt;Questionnaires are sent to a sample of approximately 6,000 businesses on the Inter-Departmental Business Register (IDBR) every month, approached mainly via head offices rather than by local offices. The IDBR is a live register of data on businesses collected by HM Revenue and Customs via VAT and Pay As You Earn (PAYE) records. Businesses return their &lt;i&gt;Vacancy Survey&lt;/i&gt; data to the Office for National Statistics using key presses on a telephone rather than returning a paper questionnaire. A small number of businesses have elected to receive a paper questionnaire which is returned in the pre-paid envelope provided.&lt;br&gt;&lt;br&gt;The survey covers all sectors of the economy, with the exception of employment agencies and agriculture, forestry and fishing.&lt;br&gt;&lt;br&gt;&lt;span style="font-style: italic;"&gt;Linking to other business studies&lt;br&gt;&lt;/span&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;br&gt;&lt;br&gt;&lt;span style="font-style: italic;"&gt;Latest edition information&lt;/span&gt;&lt;br&gt;For the twenty-first edition (November 2022), one data file covering June-September 2022 has been added to the study.&lt;br&gt;&lt;/p&gt;
DOI: 10.5255/ukda-sn-6729-18
title: Products of the European Community, 1997-2021: Secure Access
title: PRODCOM

description: &lt;p&gt;PRODCOM (&lt;i&gt;Products of the European Community&lt;/i&gt;) is a European Union (EU) wide survey of production mainly for the manufacturing industries collected under Council Regulation (EEC) No 3924/91. PRODCOM is classified to the Commerce Energy and Industry National Statistics Theme Group. Manufacturing (excluding recycling) and mineral extraction are sub-divided into a list of around 3,800 products. Companies selected for PRODCOM supply value sales data (as a proxy for production) for the products they manufacture, as well as non-manufacturing income. In addition, companies in approximately three quarters of the covered industries supply volume sales data.&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. You may consider applying for other business data to assist your research.&lt;br&gt; &lt;br&gt; &lt;span style="font-style: italic;"&gt;Latest Edition Information&lt;/span&gt;&lt;br&gt;For the fourteenth edition (November 2022), provisional 2021 and revised 2020 annual data files have been added to the study. In addition, the 2018-2021 Question Library documentation file has been updated and a Quality and Methodology Information (QMI) report has been added.&lt;br&gt;&lt;br&gt;&lt;/p&gt;