cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30164800
title: Supplementary Material for: Long-term outcomes and clinical factors associated with conventional therapy failure in intestinal Behçet’s disease: A retrospective cohort study in Japan

description: Background: We aimed to identify the long-term outcomes and predictive factors for failure of conventional therapy (CT), including 5-aminosalicylic acid, azathioprine, and glucocorticoid, in patients with intestinal Behçet's disease (i-BD).
Methods: This retrospective study included 63 patients with i-BD receiving CT at the University of Tokyo Hospital between April 2005 and July 2024. Patients requiring anti-tumor necrosis factor-alpha (TNF-α) agents due to CT failure were categorized into the advanced therapy (AT) group, whereas those controlled with CT were classified as the CT group. Risk factors for CT failure were analyzed using Cox proportional hazards regression, and cumulative failure rates were using the Kaplan–Meier method. 
Results: Twenty-eight patients (44.8%) required AT during a median follow-up of 93 months. The cumulative 1-, 3-, 5-, and 10-year failure rates of CT were 22.6%, 35.9%, 40.0%, and 50.8%, respectively. Multivariate analysis identified maximum ulcer size ≥3 cm (hazard ratio [HR]: 2.68, 95% confidence interval [CI]: 1.05–6.84, p=0.030), concomitant proton-pump inhibitor (PPI) use (HR: 2.65, 95%CI: 1.06–6.58, p=0.036), C-reactive protein (CRP) ≥4 mg/dL (HR: 2.56, 95%CI: 1.04–6.31, p=0.042), and hematochezia (HR: 2.40, 95%CI: 1.05–5.46, p=0.037) as independent predictors of CT failure. A predictive model using all four factors demonstrated good accuracy (AUC=0.877) for predicting AT requirement. Regarding AT efficacy, 22 patients (78.6%) in the AT group continued AT for at least 1 year, with most achieving clinical and endoscopic remission. Concomitant glucocorticoid use significantly decreased from 12.7±11.7 mg/day at baseline to 2.4±2.5 mg/day at 1 year (p&lt;0.001).
 Conclusions: Large ulcer size, PPI use, high CRP, and hematochezia are risk factors for CT failure. Anti-TNF-α agents are effective in patients with CT failure, and risk-based treatment strategies may improve disease control in patients with i-BD.
DOI: 10.6084/m9.figshare.30164800.v1
title: Supplementary Material for: Long-term outcomes and clinical factors associated with conventional therapy failure in intestinal Behçet’s disease: A retrospective cohort study in Japan

description: Background: We aimed to identify the long-term outcomes and predictive factors for failure of conventional therapy (CT), including 5-aminosalicylic acid, azathioprine, and glucocorticoid, in patients with intestinal Behçet's disease (i-BD).
Methods: This retrospective study included 63 patients with i-BD receiving CT at the University of Tokyo Hospital between April 2005 and July 2024. Patients requiring anti-tumor necrosis factor-alpha (TNF-α) agents due to CT failure were categorized into the advanced therapy (AT) group, whereas those controlled with CT were classified as the CT group. Risk factors for CT failure were analyzed using Cox proportional hazards regression, and cumulative failure rates were using the Kaplan–Meier method. 
Results: Twenty-eight patients (44.8%) required AT during a median follow-up of 93 months. The cumulative 1-, 3-, 5-, and 10-year failure rates of CT were 22.6%, 35.9%, 40.0%, and 50.8%, respectively. Multivariate analysis identified maximum ulcer size ≥3 cm (hazard ratio [HR]: 2.68, 95% confidence interval [CI]: 1.05–6.84, p=0.030), concomitant proton-pump inhibitor (PPI) use (HR: 2.65, 95%CI: 1.06–6.58, p=0.036), C-reactive protein (CRP) ≥4 mg/dL (HR: 2.56, 95%CI: 1.04–6.31, p=0.042), and hematochezia (HR: 2.40, 95%CI: 1.05–5.46, p=0.037) as independent predictors of CT failure. A predictive model using all four factors demonstrated good accuracy (AUC=0.877) for predicting AT requirement. Regarding AT efficacy, 22 patients (78.6%) in the AT group continued AT for at least 1 year, with most achieving clinical and endoscopic remission. Concomitant glucocorticoid use significantly decreased from 12.7±11.7 mg/day at baseline to 2.4±2.5 mg/day at 1 year (p&lt;0.001).
 Conclusions: Large ulcer size, PPI use, high CRP, and hematochezia are risk factors for CT failure. Anti-TNF-α agents are effective in patients with CT failure, and risk-based treatment strategies may improve disease control in patients with i-BD.
DOI: 10.15468/dl.yzhzgy
title: Occurrence Download

description: A dataset containing 67529 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mytilus trossulus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 67529 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018327-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17158339
title: Dataset for Paper Energy Efficiency in Cloud-Based Big Data Processing for Earth Observation: Gap Analysis and Future Directions

description: This data repository contains list of reviewed articles and search query for paper entitled "Energy Efficiency in Cloud-Based Big Data Processing for Earth Observation: Gap Analysis and Future Directions".
DOI: 10.5281/zenodo.17158340
title: Dataset for Paper Energy Efficiency in Cloud-Based Big Data Processing for Earth Observation: Gap Analysis and Future Directions

description: This data repository contains list of reviewed articles and search query for paper entitled "Energy Efficiency in Cloud-Based Big Data Processing for Earth Observation: Gap Analysis and Future Directions".
DOI: 10.15468/dl.rbsums
title: Occurrence Download

description: A dataset containing 733 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anolis smaragdinus",
 "Country is Bahamas",
 "HasCoordinate is true"
 ]
}

 The dataset includes 733 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018344-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17158265
title: GDMKGLM: A Knowledge Graph Dataset for Gestational Diabetes Mellitus

description: The GDMKGLM Dataset is a comprehensive, structured collection of medical knowledge resources specifically curated for research on Gestational Diabetes Mellitus (GDM). This dataset was constructed to support the development and evaluation of the GDMKGLM system, a Graph Retrieval-Augmented Generation (GraphRAG) based question-answering system described in our publication.


The dataset integrates diverse medical knowledge sources including clinical guidelines, research literature, medical textbooks, and patient education materials, transformed into a structured knowledge graph containing 973 medical entities and 854 semantic relationships.
DOI: 10.5281/zenodo.17158266
title: GDMKGLM: A Knowledge Graph Dataset for Gestational Diabetes Mellitus

description: The GDMKGLM Dataset is a comprehensive, structured collection of medical knowledge resources specifically curated for research on Gestational Diabetes Mellitus (GDM). This dataset was constructed to support the development and evaluation of the GDMKGLM system, a Graph Retrieval-Augmented Generation (GraphRAG) based question-answering system described in our publication.


The dataset integrates diverse medical knowledge sources including clinical guidelines, research literature, medical textbooks, and patient education materials, transformed into a structured knowledge graph containing 973 medical entities and 854 semantic relationships.
DOI: 10.15468/dl.f7ngtb
title: Occurrence Download

description: A dataset containing 4139452 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Vanellus vanellus)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 4139452 records from 2872 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018322-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8msw7b
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Synodontis zambezensis Peters, 1852",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((28.1382 -6.9401,19.1382 -6.9401,19.1382 -15.9401,28.1382 -15.9401,28.1382 -6.9401))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056524-250525065834625/datasets/export for details.
DOI: 10.15468/dl.cq2jrw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caloneis molaris (Grunow) Krammer",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((27.1332 -20.158,25.5395 -23.2724,25.5395 -24.0715,30.5701 -24.0715,30.5701 -20.3186,29.6496 -19.6123,28.947 -19.4003,28.1821 -19.4609,27.6072 -19.7214,27.1332 -20.158))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056526-250525065834625/datasets/export for details.
DOI: 10.15468/dl.qcfyx5
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((77.72657 35.83875,74.77665 36.07172,73.12181 35.07689,73.12181 32.99023,73.5535 31.53007,74.99249 30.41969,76.79123 29.17097,78.44607 28.09745,79.74116 27.71595,81.5399 30.23338,81.18015 31.16138,80.10091 32.01939,80.17286 34.24839,80.17286 35.54658,77.72657 35.83875))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Quercus dilatata Lindl., 1831, Quercus lamellosa Sm., Quercus incana W.Bartram)"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056525-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.atf9bk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Synodontis zambezensis Peters, 1852",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((27.2291 -34.019,27.3628 -33.9401,19.1382 -33.9401,19.1382 -35.0665,20.0413 -35.3323,20.7102 -34.9578,21.9201 -34.8682,22.6598 -34.5181,23.406 -34.611,23.7098 -34.5029,24.8326 -34.7174,25.2572 -34.5102,25.849 -34.5138,26.1077 -34.3123,27.2291 -34.019))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056527-250525065834625/datasets/export for details.
DOI: 10.15468/dl.dsaa8q
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hymenophyllum chamaecyparicola T.C.Hsu & Z.X.Chang"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025300-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.za5quf
title: Occurrence Download

description: A dataset containing 46355 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cercis canadensis L."
 ]
}

 The dataset includes 46355 records from 286 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038578-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.plqgpw
title: Occurrence Download

description: A dataset containing 1667 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is CeDoc de Biodiversitat Vegetal: BCN-Seeds"
 ]
}

 The dataset includes 1667 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011452-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jnh9n3
title: Occurrence Download

description: A dataset containing 129489 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Clidemia hirta (L.) D.Don, Clitoria ternatea L., Consolida ajacis (L.) Schur, Corchorus olitorius L., Coreopsis basalis (Otto & A.Dietr.) S.F.Blake, Coreopsis grandiflora Hogg ex Sweet, Coreopsis lanceolata L., Coreopsis tinctoria Nutt., Coronopus didymus (L.) Sm., Cosmos bipinnatus Cav.)"
 ]
}

 The dataset includes 129489 records from 1198 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020710-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dhcpu3
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Phymaturus querque Lobo, Abdala & Valdecantos, 2010"
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002117-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rh6jp4
title: Occurrence Download

description: A dataset containing 1885949 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Glechoma hederacea L., Carex oederi Willk., Carlina vulgaris L., Linum catharticum L., Fragaria vesca L., Polygonatum odoratum (Mill.) Druce)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1885949 records from 3100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020719-240216155721649/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-3648-1
title: Quarterly Labour Force Survey, June - August, 1996 : Local Area Data
title: Quarterly Labour Force Survey: Local Area Data, 1992-2006
title: QLFS

description: The &lt;i&gt;Labour Force Survey&lt;/i&gt; (LFS) has been carried out in the UK since 1973. From 1973 until 1983 the survey was carried out biennially, and from 1984 until 1991 it was conducted annually. In 1992 the quarterly LFS was introduced. For full background and methodological information users should refer to the main &lt;i&gt;Quarterly Labour Force Survey&lt;/i&gt; (QLFS) series (held at the UK Data Archive (UKDA) under GN 33246).&lt;br&gt;
&lt;br&gt;
The &lt;i&gt;Local Area Data&lt;/i&gt; series was produced quarterly alongside the main QLFS from 1992-2006, and included aggregated data on employment, economic activity and related subjects, covering Local Authority Districts (LADs), Training and Enterprise Councils (TECs), and their Scottish and Welsh equivalents. From 1992 until August 1997, the data covered Great Britain, and from September 1997 data from Northern Ireland were added. The &lt;i&gt;Local Area Data&lt;/i&gt; were also available as an annual database between 1994-1995 and 1999-2000, for LADs at individual level, but these are no longer produced.&lt;br&gt;
&lt;br&gt;
&lt;b&gt;LFS move from seasonal to calendar quarters&lt;/b&gt;&lt;br&gt;
In accordance with EU regulations, the LFS moved from seasonal (spring, summer, autumn, winter) quarters to calendar quarters (January-March, April-June, July-September, October-December) in 2006. The last seasonal &lt;i&gt;Local Area Data&lt;/i&gt; dataset issued was the &lt;i&gt;Quarterly Labour Force Survey, December 2005 - February, 2006: Local Area Data&lt;/i&gt; (SN 5392), and the first calendar quarter dataset was the &lt;i&gt;Quarterly Labour Force Survey, January - March, 2006: Local Area Data&lt;/i&gt; (SN 5393). Users should note that there is some overlap between these two datasets. Further information on the seasonal to calendar quarter change and its impact on LFS data may be found in the following online article:&lt;br&gt;
Madouros, V. (2006) &lt;i&gt;Impact of the switch from seasonal to calendar quarters in the Labour Force Survey&lt;/i&gt;, London: ONS.&lt;br&gt;
&lt;br&gt;
&lt;b&gt;LFS Documentation&lt;/b&gt;&lt;br&gt;
The User Guides available with the UK Data Archive's LFS studies are those available at the time of deposit. Users can access the updated guides online via the ONS &lt;a href="http://www.ons.gov.uk/ons/guide-method/method-quality/specific/labour-market/labour-market-statistics/index.html" title="Labour Force Survey User Guide"&gt;LFS User Guide&lt;/a&gt; pages.&lt;br&gt;
DOI: 10.5255/ukda-sn-3688-1
title: Quarterly Labour Force Survey, September - November, 1996 : Local Area Data
title: Quarterly Labour Force Survey: Local Area Data, 1992-2006
title: QLFS

description: The &lt;i&gt;Labour Force Survey&lt;/i&gt; (LFS) has been carried out in the UK since 1973. From 1973 until 1983 the survey was carried out biennially, and from 1984 until 1991 it was conducted annually. In 1992 the quarterly LFS was introduced. For full background and methodological information users should refer to the main &lt;i&gt;Quarterly Labour Force Survey&lt;/i&gt; (QLFS) series (held at the UK Data Archive (UKDA) under GN 33246).&lt;br&gt;
&lt;br&gt;
The &lt;i&gt;Local Area Data&lt;/i&gt; series was produced quarterly alongside the main QLFS from 1992-2006, and included aggregated data on employment, economic activity and related subjects, covering Local Authority Districts (LADs), Training and Enterprise Councils (TECs), and their Scottish and Welsh equivalents. From 1992 until August 1997, the data covered Great Britain, and from September 1997 data from Northern Ireland were added. The &lt;i&gt;Local Area Data&lt;/i&gt; were also available as an annual database between 1994-1995 and 1999-2000, for LADs at individual level, but these are no longer produced.&lt;br&gt;
&lt;br&gt;
&lt;b&gt;LFS move from seasonal to calendar quarters&lt;/b&gt;&lt;br&gt;
In accordance with EU regulations, the LFS moved from seasonal (spring, summer, autumn, winter) quarters to calendar quarters (January-March, April-June, July-September, October-December) in 2006. The last seasonal &lt;i&gt;Local Area Data&lt;/i&gt; dataset issued was the &lt;i&gt;Quarterly Labour Force Survey, December 2005 - February, 2006: Local Area Data&lt;/i&gt; (SN 5392), and the first calendar quarter dataset was the &lt;i&gt;Quarterly Labour Force Survey, January - March, 2006: Local Area Data&lt;/i&gt; (SN 5393). Users should note that there is some overlap between these two datasets. Further information on the seasonal to calendar quarter change and its impact on LFS data may be found in the following online article:&lt;br&gt;
Madouros, V. (2006) &lt;i&gt;Impact of the switch from seasonal to calendar quarters in the Labour Force Survey&lt;/i&gt;, London: ONS.&lt;br&gt;
&lt;br&gt;
&lt;b&gt;LFS Documentation&lt;/b&gt;&lt;br&gt;
The User Guides available with the UK Data Archive's LFS studies are those available at the time of deposit. Users can access the updated guides online via the ONS &lt;a href="http://www.ons.gov.uk/ons/guide-method/method-quality/specific/labour-market/labour-market-statistics/index.html" title="Labour Force Survey User Guide"&gt;LFS User Guide&lt;/a&gt; pages.&lt;br&gt;
DOI: 10.5255/ukda-sn-3689-1
title: Quarterly Labour Force Survey, March - May, 1996 : Local Area Data
title: Quarterly Labour Force Survey: Local Area Data, 1992-2006
title: QLFS

description: The &lt;i&gt;Labour Force Survey&lt;/i&gt; (LFS) has been carried out in the UK since 1973. From 1973 until 1983 the survey was carried out biennially, and from 1984 until 1991 it was conducted annually. In 1992 the quarterly LFS was introduced. For full background and methodological information users should refer to the main &lt;i&gt;Quarterly Labour Force Survey&lt;/i&gt; (QLFS) series (held at the UK Data Archive (UKDA) under GN 33246).&lt;br&gt;
&lt;br&gt;
The &lt;i&gt;Local Area Data&lt;/i&gt; series was produced quarterly alongside the main QLFS from 1992-2006, and included aggregated data on employment, economic activity and related subjects, covering Local Authority Districts (LADs), Training and Enterprise Councils (TECs), and their Scottish and Welsh equivalents. From 1992 until August 1997, the data covered Great Britain, and from September 1997 data from Northern Ireland were added. The &lt;i&gt;Local Area Data&lt;/i&gt; were also available as an annual database between 1994-1995 and 1999-2000, for LADs at individual level, but these are no longer produced.&lt;br&gt;
&lt;br&gt;
&lt;b&gt;LFS move from seasonal to calendar quarters&lt;/b&gt;&lt;br&gt;
In accordance with EU regulations, the LFS moved from seasonal (spring, summer, autumn, winter) quarters to calendar quarters (January-March, April-June, July-September, October-December) in 2006. The last seasonal &lt;i&gt;Local Area Data&lt;/i&gt; dataset issued was the &lt;i&gt;Quarterly Labour Force Survey, December 2005 - February, 2006: Local Area Data&lt;/i&gt; (SN 5392), and the first calendar quarter dataset was the &lt;i&gt;Quarterly Labour Force Survey, January - March, 2006: Local Area Data&lt;/i&gt; (SN 5393). Users should note that there is some overlap between these two datasets. Further information on the seasonal to calendar quarter change and its impact on LFS data may be found in the following online article:&lt;br&gt;
Madouros, V. (2006) &lt;i&gt;Impact of the switch from seasonal to calendar quarters in the Labour Force Survey&lt;/i&gt;, London: ONS.&lt;br&gt;
&lt;br&gt;
&lt;b&gt;LFS Documentation&lt;/b&gt;&lt;br&gt;
The User Guides available with the UK Data Archive's LFS studies are those available at the time of deposit. Users can access the updated guides online via the ONS &lt;a href="http://www.ons.gov.uk/ons/guide-method/method-quality/specific/labour-market/labour-market-statistics/index.html" title="Labour Force Survey User Guide"&gt;LFS User Guide&lt;/a&gt; pages.&lt;br&gt;