cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.11587/ws5tlq
title: Life Style (Volume 2) 1999 (1999-07-22 - 1999-09-06)
title: Life Style (Band 2) 1999

description: Topic: Life Style
description: Life Style
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/n8qyho
title: European Parliament Elections, People, Election Campaign 1999
title: Europaparlament-Wahlen, Personen, Wahlwerbung 1999

description: Topic: European parliament elections
description: European election
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/rfcic0
title: Concerns of the Viennese 2000
title: Anliegen der Wiener 2000

description: Topic: Vienna politics
description: Vienna
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/rtotmh
title: Image Schüssel, Formation of Government 1999
title: Image Schüssel, Regierungsbildung 1999

description: Topic: Image Wolfgang Schüssel, formation of government
description: Politicians
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.5281/zenodo.18412241
title: Dataset on needlestick and sharps injuries in hospitals

description: This dataset contains anonymized occupational injury records from 371 needlestick and sharps injuries (NSSIs) reported at a university hospital between 2016 and 2024. Each incident is represented as a binary-encoded observation in a 371 × 161 data matrix covering four domains: personal/demographic characteristics (e.g., age group, profession, education), temporal and spatial attributes (e.g., weekday, time of day, hospital unit), accident characteristics (e.g., device type, injured body part), and process stages (e.g., preparation, during procedure, post-procedure, waste disposal). The dataset was designed to support multifactorial analysis of NSSI determinants and was used in a study integrating Tripod Lite causal analysis with FP-Growth association rule mining to identify organizational, procedural, temporal, and human risk patterns. All records were de-identified prior to sharing, and data collection was approved by the Tekirdağ Namık Kemal University Non-Interventional Clinical Research Ethics Committee (Protocol: 2024.282.10.10, Date: October 30, 2024). Potential applications include occupational safety research, development of data-driven prevention strategies, and methodological studies on pattern mining in healthcare safety data.
DOI: 10.5281/zenodo.18412242
title: Dataset on needlestick and sharps injuries in hospitals

description: This dataset contains anonymized occupational injury records from 371 needlestick and sharps injuries (NSSIs) reported at a university hospital between 2016 and 2024. Each incident is represented as a binary-encoded observation in a 371 × 161 data matrix covering four domains: personal/demographic characteristics (e.g., age group, profession, education), temporal and spatial attributes (e.g., weekday, time of day, hospital unit), accident characteristics (e.g., device type, injured body part), and process stages (e.g., preparation, during procedure, post-procedure, waste disposal). The dataset was designed to support multifactorial analysis of NSSI determinants and was used in a study integrating Tripod Lite causal analysis with FP-Growth association rule mining to identify organizational, procedural, temporal, and human risk patterns. All records were de-identified prior to sharing, and data collection was approved by the Tekirdağ Namık Kemal University Non-Interventional Clinical Research Ethics Committee (Protocol: 2024.282.10.10, Date: October 30, 2024). Potential applications include occupational safety research, development of data-driven prevention strategies, and methodological studies on pattern mining in healthcare safety data.
DOI: 10.11587/iyrwky
title: Political Issues 1991
title: Politische Themen 1991

description: Topic: Political issues
description: Political survey
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/mj2pyk
title: Austrian Presidential Candidates 1991 (1991-06-17 - 1991-07-16)
title: Bundespräsidentschaftskandidaten 1991

description: Topic: Austrian presidential candidates
description: Austrian presidential election
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/4ya74w
title: Life Style 1999 (1999-07-22 - 1999-09-06)
title: Life Style 1999

description: Topic: Life Style
description: Life Style
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/kmk0nl
title: Environmental Monitor 1987
title: Umweltmonitor 1987

description: Topic: Environmental monitor
description: Environment
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/edelfw
title: Krems Telephone Survey 1991
title: Krems Telefonbefragung 1991

description: Topic: Politics Krems
description: Political survey
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/5ctm0t
title: Politics June 1996
title: Politik Juni 1996

description: Topic: Politicians
description: Political survey
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/rgve2h
title: Problems - Austrian People's Party (ÖVP) Vienna 1991
title: Probleme - Österreichische Volkspartei (ÖVP) Wien 1991

description: Topic: Problems - Austrian People's Party (ÖVP) Vienna
description: Vienna
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/uzkk6w
title: Schwaz Telephone Survey 1991
title: Schwaz Telefonbefragung 1991

description: Topic: Politics Schwaz
description: Political survey
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/moqth3
title: European Parliament Elections: Issues and Candidates 1996
title: Europaparlament-Wahlen: Themen und Kanditaten 1996

description: Topic: European Parliament elections and candidates
description: European election
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/9noplq
title: Politics Tyrol (Volume 2) 1991
title: Politik Tirol (Teil 2) 1991

description: Topic: Politics Tyrol
description: Tyrol
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/a4mkxc
title: Life Style: Political Orientations (Volume 1) 1992
title: Life Style: Politische Orientierungen (Band 1) 1992

description: Topic: Political orientations
description: Life style
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/xit6ov
title: Consumer Confidence Barometer 1998 (1998-02-03 - 1998-02-20)
title: Consumer Confidence Barometer 1998

description: Topic: Consumer confidence barometer
description: Consumer
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/8tvetp
title: Styrian State Elections 1991
title: Landtagswahlen Steiermark 1991

description: Topic: Styrian state elections
description: Styria
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/sv9exw
title: Telephone Survey Austrian People's Party (ÖVP) - New 1991
title: Telefonbefragung Österreichische Volkspartei (ÖVP) - Neu 1991

description: Topic: Telephone survey Austrian People's Party (ÖVP)
description: Political survey
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/wzvw5x
title: Politics Standard Vienna 1987
title: Politik Standard Wien 1987

description: Topic: Politics standard Vienna
description: Vienna
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/p1wthc
title: Consumer Confidence Barometer 1998 (1998-01-08 - 1998-01-20)
title: Consumer Confidence Barometer 1998

description: Topic: Consumer confidence barometer
description: Consumer
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/xjakbh
title: Politics Tyrol 1986
title: Politik Tirol 1986

description: Topic: Politics Tyrol
description: Tyrol
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/djfuza
title: Consumer Confidence Barometer 1998 (1998-04-01 - 1998-04-30)
title: Consumer Confidence Barometer 1998

description: Topic: Consumer confidence barometer
description: Consumer
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/pqro3f
title: Stratotrend (Volume 1) 1991
title: Stratotrend (Teil 1) 1991

description: Multi-topic survey: Politics, economy, party preferences
description: Political survey
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/rbo2kr
title: Consumer Confidence Barometer 1998 (1998-03-01 - 1998-03-31)
title: Consumer Confidence Barometer 1998

description: Topic: Consumer confidence barometer
description: Consumer
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/t0zojr
title: Stratotrend (Volume 2) 1991
title: Stratotrend (Teil 2) 1991

description: Multi-topic survey: Politics, European Community (EC), party preferences
description: Political survey
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/t4izxw
title: Telephone Monitoring Lower Austria 1997
title: Telefonmonitoring Niederösterreich 1997

description: Topic: Telephone monitoring Lower Austria
description: Lower Austria
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/bknpme
title: Economic Policy Competence Monitor 1997 (1997-02-01 - 1997-02-28)
title: Wirtschaftspolitischer Kompetenzmonitor 1997

description: Topic: Economic policy competence monitor
description: Economic policy
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.11587/hajjlz
title: Economic Policy Competence Monitor 1997 (1997-04-01 - 1997-04-30)
title: Wirtschaftspolitischer Kompetenzmonitor 1997

description: Topic: Economic policy competence monitor
description: Economic policy
description: <b>We will digitise the survey research data on demand and make it available to you. These can be volumes of tabulation reports, text commentaries or graphics. If you are interested in finding out more about the survey, please write to info@aussda.at.</b>
DOI: 10.5281/zenodo.18411966
title: Datasets for submission
DOI: 10.5281/zenodo.18411965
title: Datasets for submission
DOI: 10.15468/dl.kfnwww
title: Occurrence Download

description: A dataset containing 19072 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bassia scoparia"
 ]
}

 The dataset includes 19072 records from 471 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005552-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zhsg2m
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neoechinorhynchus ningalooensis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005554-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17909/s4ev-s172
title: Data from paper: Caught in  Swallowtails: Discovery of Two Swallowtail Image Formations in MS 0451.6-0305

description: We report the discovery of two swallowtail image formations at z=2.91 and z=6.70 behind the galaxy cluster MS 0451.6-0305 in JWST-NIRCam imaging. We find that in both of the above lensed systems, the complex image morphology cannot be reproduced by simple fold/cusp caustics, and detailed lens modeling reveals higher-order swallowtail caustic configurations. In the z=2.91 lens system, a small part of the source galaxy (which itself is part of a galaxy group) containing atleast two compact knots sits inside the swallowtail caustic, producing a quadruply imaged arc. At two of the image positions of these knots, we infer point source magnifications of > 300, implying lensing-corrected effective radii of < 0.8-1.5 pc. The z=6.70 system exhibits even more complex image formation. We therefore only use the most confidently identified counter-images of knots in this system as constraints in our lens modeling. The resulting model predicts magnifications in 20-200 range and lensing-corrected effective radii of <~ 0.8-18.5 pc for various knots. Together, these two systems represent the first example of observations of multiple swallowtail image formations in a single galaxy cluster and demonstrate the ability of swallowtail caustics to magnify individual substructures at sub-parsec scales, from intermediate redshifts to the first billion years of the Universe.
DOI: 10.15468/dl.e46mnm
title: Occurrence Download

description: A dataset containing 11509 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-164.72137 14.54416,-37.27863 14.54416,-37.27863 65.45584,-164.72137 65.45584,-164.72137 14.54416))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gutierrezia sarothrae"
 ]
}

 The dataset includes 11509 records from 162 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005553-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5061/dryad.bh23t
title: Data from: Accuracy of allele frequency estimation using pooled RNA-Seq

description: For non-model organisms, genome-wide information that describes
 functionally relevant variation may be obtained by RNA-Seq following de
 novo transcriptome assembly. While sequencing has become relatively
 inexpensive, the preparation of a large number of sequencing libraries
 remains prohibitively expensive for population genetic analyses of
 non-model species. Pooling samples may be then an attractive alternative.
 To test whether pooled RNA-Seq accurately predicts true allele
 frequencies, we analyzed the liver transcriptomes of 10 bank voles. Each
 sample was sequenced both as an individually barcoded library and as a
 part of a pool. Equal amounts of total RNA from each vole were pooled
 prior to mRNA selection and library construction. Reads were mapped onto
 the de novo assembled reference transcriptome. High-quality genotypes for
 individual voles, determined for 23,682 SNPs, provided information on
 “true” allele frequencies; allele frequencies estimated from the pool were
 then compared to these values. “True” frequencies and those estimated from
 the pool were highly correlated. Mean relative estimation error was 21%
 and did not depend on expression level. However, we also observed a minor
 effects of inter-individual variation in gene expression and allele
 specific gene expression influencing allele frequency estimation accuracy.
 Moreover we observed strong negative relationship between minor allele
 frequency and relative estimation error. Our results indicate that pooled
 RNA-Seq exhibits accuracy comparable to pooled genome resequencing, but
 variation in expression level between individuals should be assessed and
 accounted for. This should help in taking account the difference in
 accuracy between conservatively expressed transcripts and these which are
 variable in expression level.
description: hq_SNPs_and_estimation_error_calculationsThis file contains high quality SNPs selected for allele frequency estimation and comparison between individual genotypes and pool frequencies. We present here numbers of reads of reference and alternative variants and calculations of relative estimation errors.Bank_vole_reference_transcriptome_liverThe bank vole liver reference transcriptomeC3W_final_transcriptome.fastaContigs_9hetContigs probably representing pairs of paralogsvar.flt.ind.defaultFile with SNPs called from 10 unrelated individuals from one line of laboratory colony.var.flt.pool.flatFile with SNPs called from one sample consisting of 10 bank vole individualsExpression_level_ind_pooled_meanExpression level values for ten individual samples and one pool consisting of the same individuals; calculations of relative estimation errorstranscript_ind_pooled_mean.xlsxgenotypes_default_Q30_dp5_q30Genotypes of 10 individuals for high quality SNPs. Tab delimited fileInd_reads_countsFile with number of reads with given variant for 10 individuals for high quality SNPsind.syncpython_scriptsPython scripts used for VCF files filtering, Fst simulations and allele specific gene expression assesment.
DOI: 10.5061/dryad.tb542
title: Data from: Pupil-linked arousal determines variability in perceptual decision making

description: Decision making between several alternatives is thought to involve the
 gradual accumulation of evidence in favor of each available choice. This
 process is profoundly variable even for nominally identical stimuli, yet
 the neuro-cognitive substrates that determine the magnitude of this
 variability are poorly understood. Here, we demonstrate that arousal state
 is a powerful determinant of variability in perceptual decision making. We
 measured pupil size, a highly sensitive index of arousal, while human
 subjects performed a motion-discrimination task, and decomposed task
 behavior into latent decision making parameters using an established
 computational model of the decision process. In direct contrast to
 previous theoretical accounts specifying a role for arousal in several
 discrete aspects of decision making, we found that pupil diameter was
 uniquely related to a model parameter representing variability in the rate
 of decision evidence accumulation: Periods of increased pupil size,
 reflecting heightened arousal, were characterized by greater variability
 in accumulation rate. Pupil diameter also correlated trial-by-trial with
 specific patterns of behavior that collectively are diagnostic of changing
 accumulation rate variability, and explained substantial individual
 differences in this computational quantity. These findings provide a
 uniquely clear account of how arousal state impacts decision making, and
 may point to a relationship between pupil-linked neuromodulation and
 behavioral variability. They also pave the way for future studies aimed at
 augmenting the precision with which people make decisions.
description: Raw pupillometric &
 behavioural dataDATA_for_repository.zip