cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/uu553v
title: Population Census [South Africa], 1980 (M920V1)

description: ABSTRACT: The 1980 South African Population Census was enumerated on a de facto basis, that is, according to the place where persons were located during the census. All persons who were present on Republic of South African territory during census night (i.e. at midnight between 6 and 7 May 1980) were enumerated and included in the data. Visitors from abroad who were present in the RSA on holiday or business on the night of the census, as well as foreigners (and their families) who were studying or economically active, were not enumerated and included in the figures. Likewise, members of the Diplomatic and Consular Corps of foreign countries were not included. However, the South African personnel linked to the foreign missions including domestic workers were enumerated. Crews and passengers of ships were also not enumerated, unless they were normally resident in the Republic of South Africa. Residents of the RSA who were absent from the night were as far as possible enumerated on their return and included in the region where they normally resided. Personnel of the South African Government stationed abroad and their families were, however enumerated. Such persons were included in the Transvaal (Pretoria).
description: Subject: STANDARD DEPOSIT TERMS 1.0 Type: DATAPASS:TERMS:STANDARD:1.0 Notes: of the Archive), within the Data Preservation Alliance for the Social Sciences ("Data-PASS") in accordance with the Data-PASS terms (the "Terms") of use (available from: http://www.icpsr.org/Data-PASS). Including permission to: (a) redisseminate copies of the Data Collection in a variety of distribution formats only according to the standard terms of use of the Archive; (b) promote and advertise the Data Collection in any publicity (in any form) for Data-PASS and the Archive; (c) describe, catalog, validate and document the Content; (d) store, translate, copy or re-format the Data Collection in any way to ensure
its future preservation and accessibility, improve usability and/or protect respondent confidentiality; (e) incorporate metadata (cataloging information) or documentation regarding this study into public access catalogues. The Archive represents and warrants that the Content conforms to all Terms and that the Archive is lawfully entitled and has full authority to license Data-Pass to use the Materials in the ways described in the Terms.;
DOI: 10.7910/dvn/9uuerl
title: Bearkat Builders - Revenue Recognition and Auditor Independence: An Ethics Case in Auditing

description: Auditing case to teach ethics and soft skills.
DOI: 10.17632/c6p873nx95
title: The data on prevalence and years lived with disability (YLDs) of Severe vision loss (SVL) and refractive disorders (RD)

description: In 2023, there were 32.96 million SVL cases and 5.84 million YLDs, rising since 1990, while RD cases reached 131.75 million with 5.16 million YLDs; burdens were higher for females, driven by aging, especially in those 95+ for SVL and 80-84 for RD, with low-middle SDI regions most affected and projections indicating rising cases but declining ASPR and ASYR by 2050.
DOI: 10.17632/c6p873nx95.1
title: The data on prevalence and years lived with disability (YLDs) of Severe vision loss (SVL) and refractive disorders (RD)

description: In 2023, there were 32.96 million SVL cases and 5.84 million YLDs, rising since 1990, while RD cases reached 131.75 million with 5.16 million YLDs; burdens were higher for females, driven by aging, especially in those 95+ for SVL and 80-84 for RD, with low-middle SDI regions most affected and projections indicating rising cases but declining ASPR and ASYR by 2050.
DOI: 10.35111/2pac-j365
title: Dialogs Re-Enacted Across Languages

description: <h3>Introduction</h3>
<p>Dialogs Re-Enacted Across Languages was developed at the <a href="https://www.utep.edu/">University of Texas at El Paso</a>. It contains approximately 17 hours of conversational speech in English and Spanish by 129 unique bilingual speakers, specifically, short fragments extracted from spontaneous conversations and close re-enactments in the other language by the original speakers, for 3816 pairs of matching utterances.</p>
<h3>Data</h3>
<p>Data was collected in 2022-2023. Participants were recruited from among students at the University of Texas at El Paso which is located on the US-Mexico border. All participants were bilingual speakers of General American English and of Mexico-Texas Border Spanish. Their self-described dialects for English were El Paso and for Spanish, mostly "El Paso/Juarez."</p>
<p>Each speaker pair had a ten minute conversation in one language. From these conversations, various fragments of the conversations were chosen for re-enactment, and the original speakers produced equivalents in the other language. Each re-enactment was vetted for fidelity to the original and naturalness in the target language.</p>
<p>After recording, fragments were mapped to the translated re-enactments using <a href="https://archive.mpi.nl/tla/elan">ELAN</a>, an annotation tool for audio and video recordings.</p>
<p>Metadata about conversations, participants, re-enactments and utterances are included in this release.</p>
<p>The audio data is presented as flac compressed, single channel, 16 kHz, 16-bit linear PCM.</p>
DOI: 10.17632/g5dbj9d9ng
title: Reference dsrAB tree for taxonomic affiliation of environmental sequences

description: A reference dsrAB protein sequences database for taxonomic affiliation was prepared ("REFERENCES PROTEIN ALIGNMENT.aln"), updating the dataset previously published by Müller et al. (2015). The database accounted frt 1313 records with taxonomic affiliation manually curated, considering the recently updated nomenclature for 42 phyla of bacteria and archaea (Oren and Garrity 2021). The dataset was used to infer a reference tree ("Reference tree with taxonomy coloured.treefile") for phylogenetic affiliation of the NGS data. Environmental sequences were processed with Mothur v.1.44.1 (Kozich et al. 2013) software using the command batch provided as "mothur.batch". Finally, representatives of sequences clustered at 0.05 cutoff were translated into protein sequences in MEGA v.5.2 and aligned to the dsrAB reference proteins dataset in MAFFT using the auto-option ("PROTEIN_REF_AND_OTU_ALIGNED ordered.fas").
DOI: 10.17632/g5dbj9d9ng.1
title: Reference dsrAB tree for taxonomic affiliation of environmental sequences

description: A reference dsrAB protein sequences database for taxonomic affiliation was prepared ("REFERENCES PROTEIN ALIGNMENT.aln"), updating the dataset previously published by Müller et al. (2015). The database accounted frt 1313 records with taxonomic affiliation manually curated, considering the recently updated nomenclature for 42 phyla of bacteria and archaea (Oren and Garrity 2021). The dataset was used to infer a reference tree ("Reference tree with taxonomy coloured.treefile") for phylogenetic affiliation of the NGS data. Environmental sequences were processed with Mothur v.1.44.1 (Kozich et al. 2013) software using the command batch provided as "mothur.batch". Finally, representatives of sequences clustered at 0.05 cutoff were translated into protein sequences in MEGA v.5.2 and aligned to the dsrAB reference proteins dataset in MAFFT using the auto-option ("PROTEIN_REF_AND_OTU_ALIGNED ordered.fas").
DOI: 10.17632/tm79cffy8m
title: NGS data - matriptase substrate library

description: This dataset supports a study on engineering optimized matriptase substrates for protease-activated prodrugs. "Engineering high efficiency matriptase substrates using E. coli display for applications in prodrug activation". Anna Mestre Borras, Hanna Mehari, Stefan Ståhl and John Löfblom, doi: 10.1016/j.crmeth.2025.101077. A biased peptide library was displayed on E. coli and screened over four rounds using FACS after matriptase treatment. Files include raw and annotated sequences (original + Sort1–Sort4) from NGS, as well as clustered variants. The data reveal enrichment of efficiently cleaved sequences and were used to guide downstream kinetic and prodrug activation assays. Sequencing data were processed to extract substrate motifs, identify high-frequency hits, and assess cleavage preferences.
DOI: 10.17632/tm79cffy8m.1
title: NGS data - matriptase substrate library

description: This dataset supports a study on engineering optimized matriptase substrates for protease-activated prodrugs. "Engineering high efficiency matriptase substrates using E. coli display for applications in prodrug activation". Anna Mestre Borras, Hanna Mehari, Stefan Ståhl and John Löfblom, doi: 10.1016/j.crmeth.2025.101077. A biased peptide library was displayed on E. coli and screened over four rounds using FACS after matriptase treatment. Files include raw and annotated sequences (original + Sort1–Sort4) from NGS, as well as clustered variants. The data reveal enrichment of efficiently cleaved sequences and were used to guide downstream kinetic and prodrug activation assays. Sequencing data were processed to extract substrate motifs, identify high-frequency hits, and assess cleavage preferences.
DOI: 10.15468/dl.sj6v65
title: Occurrence Download

description: A dataset containing 1534 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dioscorea acanthogene Rusby, Dioscorea alainii Raz, Dioscorea amazonum Mart. ex Griseb.)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1534 records from 123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018068-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/uwmtle
title: A10_18334.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/f45e18e1-8d57-4e30-8187-a39a2d4fe68d'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/f45e18e1-8d57-4e30-8187-a39a2d4fe68d
DOI: 10.17632/6gnf9jbxgp
title: Effect of MET and PNF on Hamstring Tightness : A Randomized Clinical Trial

description: This study was to investigate the effect of muscle energy technique specifically reciprocal inhibition and Proprioceptive neuromuscular facilitations specifically contract relax these techniques were used in order to reduce the tightness of hamstring muscle and promote flexibility.
DOI: 10.17632/6gnf9jbxgp.1
title: Effect of MET and PNF on Hamstring Tightness : A Randomized Clinical Trial

description: This study was to investigate the effect of muscle energy technique specifically reciprocal inhibition and Proprioceptive neuromuscular facilitations specifically contract relax these techniques were used in order to reduce the tightness of hamstring muscle and promote flexibility.
DOI: 10.15468/dl.bshfrv
title: Occurrence Download

description: A dataset containing 140809 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sciurus carolinensis Gmelin, 1788",
 "StateProvince is one of (Alabama, Connecticut, Delaware, Florida, Georgia, Illinois, Indiana, Kentucky, Maine, Maryland, Massachusetts, Michigan, Mississippi, New Hampshire, New Jersey, New York, North Carolina, Ohio, Pennsylvania, Rhode Island, South Carolina, Tennessee, Vermont, Virginia, West Virginia, Wisconsin)"
 ]
}

 The dataset includes 140809 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018054-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pjh2ev
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Arachis seridoensis Valls, C.E.Simpson, Krapov. & R.Veiga"
 ]
}

 The dataset includes 10 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018065-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/jssnkvmd8w.1
title: Experimental data from the manuscript: "Lightning Initiation Observed from Space: A Multi-Instrument Study Using LIS and Ground-Based Electromagnetic Data"

description: The dataset consists of electric and magnetic field recordings of 12 lightning flashes analyzed in the manuscript "Lightning Initiation Observed from Space: A Multi-Instrument Study Using LIS and Ground-Based Electromagnetic Data".
DOI: 10.15468/dl.8pzubm
title: Occurrence Download

description: A dataset containing 23415 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 (Oenanthe oenanthe (Linnaeus, 1758))",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 23415 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018063-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/ummyto
title: A98_9787b.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/7398d2ad-b599-e938-6077-da762194f45d'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/7398d2ad-b599-e938-6077-da762194f45d
DOI: 10.15468/dl.ysaa4d
title: Occurrence Download

description: A dataset containing 32998 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Vulpes vulpes (Linnaeus, 1758)"
 ]
}

 The dataset includes 32998 records from 207 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018066-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/pk59zbgp4r
title: Phosphorus-doped T-graphene nanocapsule toward O3 and SO2 gas sensing: a DFT and QTAIM analysis

description: Nanocapsule geometry
DOI: 10.17632/pk59zbgp4r.1
title: Phosphorus-doped T-graphene nanocapsule toward O3 and SO2 gas sensing: a DFT and QTAIM analysis

description: Nanocapsule geometry
DOI: 10.17632/ywkxjtns4t
title: Travel Demand in Coastal Tourism Areas: Evidence from Bali

description: This study analyzes the factors influencing travel attraction to coastal tourist areas by applying a Structural Equation Modeling (SEM) approach. Three latent exogenous variables were identified—beach attractiveness, amenities and facilities, and cultural-religious elements—and measured using Likert-scale responses from 400 tourists and tourism actors. The endogenous variable, travel attraction, was defined using indicators such as visitor volume, parking demand, and traffic flow on access roads.
DOI: 10.17632/ywkxjtns4t.1
title: Travel Demand in Coastal Tourism Areas: Evidence from Bali

description: This study analyzes the factors influencing travel attraction to coastal tourist areas by applying a Structural Equation Modeling (SEM) approach. Three latent exogenous variables were identified—beach attractiveness, amenities and facilities, and cultural-religious elements—and measured using Likert-scale responses from 400 tourists and tourism actors. The endogenous variable, travel attraction, was defined using indicators such as visitor volume, parking demand, and traffic flow on access roads.
DOI: 10.7910/dvn/9wcfni
title: A12_21642.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/85130654-2b01-4415-9b91-ac4d0b97b2ec'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/85130654-2b01-4415-9b91-ac4d0b97b2ec
DOI: 10.17632/5899xd56nd.1
title: Dataset of Radomizing an Antenna for a SAR-Based ETA Radar System

description: Dataset of un-radomized and radomized mm-wave grid array antenna (GAA) for a SAR-Based ETA Radar System. 
Dataset of the designed metaradome (MTR).
DOI: 10.17632/5899xd56nd
title: Dataset of Radomizing an Antenna for a SAR-Based ETA Radar System

description: Dataset of un-radomized and radomized mm-wave grid array antenna (GAA) for a SAR-Based ETA Radar System. 
Dataset of the designed metaradome (MTR).
Dataset of the SAR_imaging
DOI: 10.17632/5899xd56nd.2
title: Dataset of Radomizing an Antenna for a SAR-Based ETA Radar System

description: Dataset of un-radomized and radomized mm-wave grid array antenna (GAA) for a SAR-Based ETA Radar System. 
Dataset of the designed metaradome (MTR).
Dataset of the SAR_imaging
DOI: 10.17632/5mf2pwg94g
title: JTB

description: embryonic temperature on fish
DOI: 10.17632/5mf2pwg94g.1
title: JTB

description: embryonic temperature on fish
DOI: 10.7910/dvn/uun30e
title: A12_22324.JPG

description: Link to OCHRE database: &lt;a href = ''http://pi.lib.uchicago.edu/1001/org/ochre/64303167-b030-45b4-83e0-fec283c802a7'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/64303167-b030-45b4-83e0-fec283c802a7
DOI: 10.35111/pjgb-fd31
title: AIDA Scenario 2 Practice Topic Annotation

description: <h3>Introduction</h3>
<p>AIDA Scenario 2 Practice Topic Annotation was developed by the Linguistic Data Consortium (LDC) and is comprised of annotations for 29 English, Russian and Spanish web documents (text, image and video) from <a href="../../../LDC2024T04">AIDA Scenario 2 Practice Topic Source Data (LDC2024T04)</a>.</p>
<p>The DARPA AIDA (Active Interpretation of Disparate Alternatives) program aimed to develop a multi-hypothesis semantic engine to generate explicit alternative interpretations of events, situations and trends from a variety of unstructured sources. LDC supported AIDA by collecting, creating and annotating multimodal linguistic resources in multiple languages.</p>
<p>Each phase of the AIDA program centered on a specific scenario, or broad topic area, with related subtopics designated as either practice subtopics or evaluation subtopics. The Phase 2 scenario focused on the socioeconomic and political crisis in Venezuela since 2010. This corpus contains annotations for the set of practice documents designated for annotation in Phase 2.</p>
<h3>Data</h3>
<p>Annotations are presented as tab separated files in the following categories for each topic.</p>
<ul>
<li>Mentions: single references in source data to a real-world entity or filler, event, or relation. There are three mentions tables for each topic, one for entities and fillers, one for relations, and one for events.</li>
<li>Slots: pre-defined roles in an event or relation filled by an argument (entity mention). There are two slots tables per topic, one for relations and one for events.</li>
<li>Linking: entity mentions "linked" to entries in the knowledge base as a method of indicating the real-world entity to which an entity referred.</li>
</ul>
<h3>Sponsorship</h3>
<p>This material is based upon work supported by Air Force Research Laboratory (AFRL) and the Defense Advanced Research Projects Agency (DARPA) under Contract No. FA8750-18-C-0013.</p>
DOI: 10.17632/nnp5h2pt8b
title: Trastuzumab Resistance Breast Cancer Xenograft

description: Breast cancer cell line BT474 cells were administered subcutaneously into NCr nude mice. After randomization, mice received vehicle or trastuzumab (15mg/kg twice weekly). Tumors were categorized as control, responders, intrinsic resistance, and acquired resistance. RNA isolation was performed using RNeasy Plus kit (Qiagen) using manufacturer’s instructions. Sequencing libraries were created using Truseq stranded mRNA library preparation method from Illumina and sequenced on an Illumina NextSeq2000 sequencer. Reads were aligned to reference genome GRCh38 using HISAT2, then SAMTools was used sort and merge the alignments from multiple flow cells.
DOI: 10.17632/nnp5h2pt8b.1
title: Trastuzumab Resistance Breast Cancer Xenograft

description: Breast cancer cell line BT474 cells were administered subcutaneously into NCr nude mice. After randomization, mice received vehicle or trastuzumab (15mg/kg twice weekly). Tumors were categorized as control, responders, intrinsic resistance, and acquired resistance. RNA isolation was performed using RNeasy Plus kit (Qiagen) using manufacturer’s instructions. Sequencing libraries were created using Truseq stranded mRNA library preparation method from Illumina and sequenced on an Illumina NextSeq2000 sequencer. Reads were aligned to reference genome GRCh38 using HISAT2, then SAMTools was used sort and merge the alignments from multiple flow cells.
DOI: 10.15468/dl.8rgj95
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Arachis triseminata Krapov. & W.C.Greg."
 ]
}

 The dataset includes 33 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018070-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/h28gpmjv3p
title: FIFA 11+Kids

description: Data from kinetic and funcional performance outcome measures, related to the FIFA 11K Kids project.
DOI: 10.17632/h28gpmjv3p.1
title: FIFA 11+Kids

description: Data from kinetic and funcional performance outcome measures, related to the FIFA 11K Kids project.
DOI: 10.15468/dl.zexwbm
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cystophora cristata (Erxleben, 1777)",
 "StateProvince is one of (Maine, New Hampshire, Vermont, Massachusetts, Rhode Island, Connecticut, New York, Pennsylvania, New Jersey, Delaware)"
 ]
}

 The dataset includes 20 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018069-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/9x85kl
title: Replication Data for AI feedback: Moving beyond the hype

description: This data set consists transcripts of interviews and consent forms
DOI: 10.17632/4jcch9sgsp
title: Supplementary Data - Prevalence and Severity of Mental Health Symptoms with Seborrheic Dermatitis: A Systematic Review and Meta-Analysis

description: Supplementary tables for "Prevalence and Severity of Mental Health Symptoms with Seborrheic Dermatitis: A Systematic Review and Meta-Analysis"
DOI: 10.17632/4jcch9sgsp.1
title: Supplementary Data - Prevalence and Severity of Mental Health Symptoms with Seborrheic Dermatitis: A Systematic Review and Meta-Analysis

description: Supplementary tables for "Prevalence and Severity of Mental Health Symptoms with Seborrheic Dermatitis: A Systematic Review and Meta-Analysis"
DOI: 10.17632/gbpfmf798r.1
title: Statistical Indicators as Training Data for Artificial Neural Networks in Structural Health Monitoring Application

description: This dataset contains vectors and matrices composed of ten statistical indicators as input data for Artificial Neural Networks in Structural Health Monitoring applications. The indicators were extracted from an experimental 3D frame developed by Hoda et al. (2022) and numerical models of the same frame.