cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/6wdzr6b4m4.1
title: Spironolactone for acne vulgaris in adolescents: Supplementary data

description: Spironolactone Mendeley Supplementary Data
Mendeley Table 1. Search Strategy
Mendeley Table 2. Summary of included literature.
Mendeley Figure 1. PRISMA Flow Diagram
DOI: 10.17632/sghd2nfzj8
title: Educational interventions for environmentally oriented life projects: a bibliometric analysis of global trends

description: The intensification of the climate crisis and the rise of eco-anxiety among young people contrast with the still partial integration of life projects, environmental citizenship and education for sustainable development within education systems. The objective was to describe and quantitatively analyse the evolution of research on educational interventions aimed at developing environmentally focused life projects, identifying temporal, geographical and thematic patterns, collaboration networks and influential sources. Bibliometric mapping was applied in Scopus using a trilingual search equation, with a search conducted on 14 November 2025, which retrieved 1071 documents published between 1963 and 2025 in 699 sources, processed with Bibliometrix, VOSviewer, Lotka's Law and Reference Publication Year Spectroscopy RPYS. The results show an annual growth rate of 6.33%, 3478 authors with 3.47 co-authors per article and 16.62% international collaboration, leadership by the United States 304 documents, the United Kingdom 101 and Australia 64, a predominance of social sciences 29.6%, medicine 14.8% and psychology 12.9%, and a concentration in journals such as Frontiers in Psychology, Journal of Youth and Adolescence and Sustainability Switzerland. The field connects psychological wellbeing, future orientation and sustainability, although it still shows limited attention to climate change and education for sustainable development, and it needs to expand networks with the Global South to design contextualised interventions that strengthen youth agency and environmentally responsible life projects.
DOI: 10.17632/sghd2nfzj8.1
title: Educational interventions for environmentally oriented life projects: a bibliometric analysis of global trends

description: The intensification of the climate crisis and the rise of eco-anxiety among young people contrast with the still partial integration of life projects, environmental citizenship and education for sustainable development within education systems. The objective was to describe and quantitatively analyse the evolution of research on educational interventions aimed at developing environmentally focused life projects, identifying temporal, geographical and thematic patterns, collaboration networks and influential sources. Bibliometric mapping was applied in Scopus using a trilingual search equation, with a search conducted on 14 November 2025, which retrieved 1071 documents published between 1963 and 2025 in 699 sources, processed with Bibliometrix, VOSviewer, Lotka's Law and Reference Publication Year Spectroscopy RPYS. The results show an annual growth rate of 6.33%, 3478 authors with 3.47 co-authors per article and 16.62% international collaboration, leadership by the United States 304 documents, the United Kingdom 101 and Australia 64, a predominance of social sciences 29.6%, medicine 14.8% and psychology 12.9%, and a concentration in journals such as Frontiers in Psychology, Journal of Youth and Adolescence and Sustainability Switzerland. The field connects psychological wellbeing, future orientation and sustainability, although it still shows limited attention to climate change and education for sustainable development, and it needs to expand networks with the Global South to design contextualised interventions that strengthen youth agency and environmentally responsible life projects.
DOI: 10.17632/m79sf3tgfj
title: AI and Promoting MSMe using social Media X - Commentary Dataset

description: The purpose of this research is to determine how AI is discussed on social media platform X to promote MSMEs. This dataset uses the Apify application to extract raw data from X.
DOI: 10.17632/m79sf3tgfj.1
title: AI and Promoting MSMe using social Media X - Commentary Dataset

description: The purpose of this research is to determine how AI is discussed on social media platform X to promote MSMEs. This dataset uses the Apify application to extract raw data from X.
DOI: 10.17632/8znt3gtxp9
title: revised data

description: revised data
DOI: 10.17632/8znt3gtxp9.1
title: revised data

description: revised data
DOI: 10.17632/j9k8rb38xp.1
title: Real, Fake, Positive, and Negative Dataset - Kurdish Language

description: This dataset contains a real, fake, positive, and negative labelled dataset in the Kurdish language, which is unique because the dataset contains a multilabel dataset. In addition, there is a lack of a dataset that includes these labels together.
DOI: 10.17632/t4gg2tzysd
title: biodiversity and functions

description: Soil multitrophic biodiversity drives multifunctionality
DOI: 10.17632/t4gg2tzysd.1
title: biodiversity and functions

description: Soil multitrophic biodiversity drives multifunctionality
DOI: 10.17632/ynvtnz9wxw.1
title: Dataset of Fourier infrared spectrum (FTIR), 95Mo and 17O NMR spectra and UV-vis spectrum of obtained molybdenum blue

description: The spectroscopic properties of the obtained molybdenum blue were studied using a number of spectroscopic methods. Molybdenum blue was synthesized using an original method using mechanically activated molybdenum disulfide (a source of molybdenum) and lactose (an organic reducing agent). Characteristic shifts of molybdenum blue were determined using 17O and 95Mo nuclei. The obtained samples were analyzed on a Nicolet 5700 FTIR spectrometer (4 cm-1 resolution, 64 sample scans) in the 4000–400 cm-1 range in NaCl-containing cuvettes with a 10 mm absorbing layer thickness. The study was conducted using a Bruker AV-600 NMR spectrometer operating at resonant frequencies of 17O - 81.36 MHz, 95Mo - 39.11 MHz. Visible spectroscopy was performed on an SF-2000 spectrophotometer (the permissible absolute error limits for wavelength setting were ±0.8 nm in the 390.0 to 1000.0 nm range).
DOI: 10.17632/tvsnmww7gk
title: Research Data QOG & ICT Angelus et al (2025)

description: Research Data QOG & ICT
DOI: 10.17632/tvsnmww7gk.1
title: Research Data QOG & ICT Angelus et al (2025)

description: Research Data QOG & ICT
DOI: 10.17632/cns7h4b9g7
title: careerpath

description: This dataset, "Career Path Prediction," is a comprehensive collection of 15,000 entries profiling individuals based on their educational background, skills, interests, and past achievements. The primary purpose of this dataset is to serve as a resource for building Machine Learning models capable of predicting or recommending a 'Suggested Career Path' for a person based on their unique profile.

Data Collection & Structure The dataset contains 19 distinct features, offering a rich source of data for analysis and model training.

File: Career_Path_Dataset_with_Career.csv (15,000 rows, 19 columns)
DOI: 10.17632/cns7h4b9g7.1
title: careerpath

description: This dataset, "Career Path Prediction," is a comprehensive collection of 15,000 entries profiling individuals based on their educational background, skills, interests, and past achievements. The primary purpose of this dataset is to serve as a resource for building Machine Learning models capable of predicting or recommending a 'Suggested Career Path' for a person based on their unique profile.

Data Collection & Structure The dataset contains 19 distinct features, offering a rich source of data for analysis and model training.

File: Career_Path_Dataset_with_Career.csv (15,000 rows, 19 columns)
DOI: 10.17632/djtynb2nwn
title: Labile Fe(III) species control arsenic adsorption and oxidation during magnetite-solution interactions under anoxic conditions

description: labile Fe(III) is identified as the dominant species controling arsenic adsorption and oxidation during magnetite-solution interactions under anoxic conditions
DOI: 10.17632/djtynb2nwn.1
title: Labile Fe(III) species control arsenic adsorption and oxidation during magnetite-solution interactions under anoxic conditions

description: labile Fe(III) is identified as the dominant species controling arsenic adsorption and oxidation during magnetite-solution interactions under anoxic conditions
DOI: 10.17632/v26rnsjm26
title: Detection of mutations in Growth differentiation factor 9 and Bone morphogenetic protein 15 genes in Black Bengal goats on smallholdings in Bangladesh

description: Gel electrophoresis of PCR assay results for GDF9 and BMP15 amplicon. Sequencing results of the detected SNPs in caprine GDF9 and BMP15 gene. Primer sequences for the amplification of BMP15 and GDF9 gene. Data on Functional mutations detected in GDF9 and BMP15 gene in Black Bengal goats reared under low input production system in Bangladesh. Data genotypic and allelic frequencies of mutations detected in GDF9 and BMP15 gene. Data on least square means and SE for litter size of different genotypes of GDF9 and BMP15 loci
DOI: 10.17632/v26rnsjm26.1
title: Detection of mutations in Growth differentiation factor 9 and Bone morphogenetic protein 15 genes in Black Bengal goats on smallholdings in Bangladesh

description: Gel electrophoresis of PCR assay results for GDF9 and BMP15 amplicon. Sequencing results of the detected SNPs in caprine GDF9 and BMP15 gene. Primer sequences for the amplification of BMP15 and GDF9 gene. Data on Functional mutations detected in GDF9 and BMP15 gene in Black Bengal goats reared under low input production system in Bangladesh. Data genotypic and allelic frequencies of mutations detected in GDF9 and BMP15 gene. Data on least square means and SE for litter size of different genotypes of GDF9 and BMP15 loci
DOI: 10.15468/dl.kf7udf
title: Occurrence Download

description: A dataset containing 3111657 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is one of (Indonesia, Papua New Guinea, Malaysia, Philippines, Timor-Leste, Solomon Islands, Brunei Darussalam)",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 3111657 records from 457 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039453-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r7wm65
title: Occurrence Download

description: A dataset containing 810431 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Turdus iliacus Linnaeus, 1758",
 "HasCoordinate is true",
 "Year is greater than 1989",
 "Year is less than 2026",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is Absent"
 ]
 }
 },
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 810431 records from 403 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006505-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.emgu3v
title: Occurrence Download

description: A dataset containing 250591 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 Menyanthes L."
 ]
}

 The dataset includes 250591 records from 1001 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006504-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s9szvg
title: Occurrence Download

description: A dataset containing 619 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.5_1",
 "TaxonKey is Aeorestes cinereus (Palisot de Beauvois, 1796)"
 ]
}

 The dataset includes 619 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006513-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9yfbef
title: Occurrence Download

description: A dataset containing 1818 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Centroceras F.T.Kützing, 1841",
 "Year 1999-2024"
 ]
}

 The dataset includes 1818 records from 108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006516-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tn2jym
title: Occurrence Download

description: A dataset containing 2915 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Araucaria columnaris (J.R.Forst.) Hook."
 ]
}

 The dataset includes 2915 records from 230 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006517-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.11588/data/uww2lj
title: Interstimulus-interval dependence in auditory cortex reflects perceptual organization of streams under informational masking [data]

description: The perceptual saliency of a regular sound sequence embedded into a well-chosen multi-tone-masker background fluctuates despite the absence of change in the physical stimulus. When such tone streams are perceived, each tone of the stream evokes a negative-going response referred to as awareness-related negativity (ARN). Here we probe if the ARN amplitude shows a dependence on the inter-stimulus interval (ISI) within perceived tone streams, similar to the N1 response evoked by unmasked tone streams independently of a task. Isochronous target streams were presented under multi-tone masking with ISIs of 500, 850, and 1200 ms, while listeners indicated when they perceived the onset of the target streams. A control experiment applied the same tone streams without masking in the presence of a second, narrow-band noise stream. In two separate runs, listeners either attended the tone streams and indicated their beginning and ending, or they attended the distractor streams, in which they performed a deviance detection task. Activity in auditory cortex was recorded with magnetoencephalography. Experiment 1 revealed a significant amplitude increment of the ARN with increasing ISI. In Experiment 2, the known amplitude dependence of the N1 was observed for attended and unattended runs alike. Critically, the negative difference waveform (Nd) between attended and unattended runs did not increase with the ISI. These results support an interpretation of the ARN as being related to the neural formation of an auditory stream and not as a pure reflection of attentional response enhancement.
DOI: 10.15468/dl.c8csf9
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sorbus glabriuscula, Sorbus glabriuscula)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1981",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))"
 ]
}

 The dataset includes 16 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011867-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.trfbsq
title: Occurrence Download

description: A dataset containing 9875516 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Fossil",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 9875516 records from 541 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011812-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kryvc4
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Eurya lanciformis"
 ]
}

 The dataset includes 15 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011869-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mmhgvw
title: Occurrence Download

description: A dataset containing 45178 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhodeus amarus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Year is less than or equal to 2019"
 ]
}

 The dataset includes 45178 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011868-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18257313
title: Weather Dataset
DOI: 10.5281/zenodo.18257312
title: Weather Dataset
DOI: 10.5281/zenodo.18257329
title: Conyza sagittalis Lam. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:45
DOI: 10.5281/zenodo.18257328
title: Conyza sagittalis Lam. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:45
DOI: 10.6084/m9.figshare.31073191
title: DataSheeTwitter.xlsxMatriz de Datos Investigación Consumo multipantalla en Twitter

description: The research monitors the digital distribution channels of televised electoral debates during the 2023 elections in Spain, analyzing uncivil comments from the broadcasting accounts on Twitter (X). The content analysis technique is applied to examine in a systematic, objective and quantitative way the social conversation generated around the electoral debates. The initial corpus of the study consisted of 3,407 comments (2,588 from the Atresmedia debate and 819 from RTVE). To ensure the social relevance of the sample, an interaction filter was applied, selecting only those messages with at least two interactions (comments, retweets, likes, or a combination thereof). From the filtered dataset, a simple random sampling was conducted with a 95% confidence level and a 5% margin of error, resulting in a final sample of N = 401 units of analysis (274 from the Atresmedia debate and 127 from the RTVE debate).
DOI: 10.6084/m9.figshare.31073191.v2
title: DataSheeTwitter.xlsxMatriz de Datos Investigación Consumo multipantalla en Twitter

description: The research monitors the digital distribution channels of televised electoral debates during the 2023 elections in Spain, analyzing uncivil comments from the broadcasting accounts on Twitter (X). The content analysis technique is applied to examine in a systematic, objective and quantitative way the social conversation generated around the electoral debates. The initial corpus of the study consisted of 3,407 comments (2,588 from the Atresmedia debate and 819 from RTVE). To ensure the social relevance of the sample, an interaction filter was applied, selecting only those messages with at least two interactions (comments, retweets, likes, or a combination thereof). From the filtered dataset, a simple random sampling was conducted with a 95% confidence level and a 5% margin of error, resulting in a final sample of N = 401 units of analysis (274 from the Atresmedia debate and 127 from the RTVE debate).
DOI: 10.6084/m9.figshare.31073191.v1
title: DataSheetInstagram.xlsxMatriz de Datos Investigación Consumo multipantalla en Twitter

description: The research monitors the digital distribution channels of televised electoral debates during the 2023 elections in Spain, analyzing uncivil comments from the broadcasting accounts on Twitter (X). The content analysis technique is applied to examine in a systematic, objective and quantitative way the social conversation generated around the electoral debates. The initial corpus of the study consisted of 3,407 comments (2,588 from the Atresmedia debate and 819 from RTVE). To ensure the social relevance of the sample, an interaction filter was applied, selecting only those messages with at least two interactions (comments, retweets, likes, or a combination thereof). From the filtered dataset, a simple random sampling was conducted with a 95% confidence level and a 5% margin of error, resulting in a final sample of N = 401 units of analysis (274 from the Atresmedia debate and 127 from the RTVE debate).
DOI: 10.5255/ukda-sn-9506-1
title: Adult Oral Health Survey, 2023
title: AOHS

description: &lt;p&gt;&lt;span style="font-style: italic;"&gt;The Adult Oral Health Survey, 2023 &lt;/span&gt;(AOHS) is the sixth iteration of a series of nationally representative surveys on adult oral and dental health, conducted approximately every decade since 1968. The 2023 survey was renamed the &lt;span style="font-style: italic;"&gt;Adult Oral Health Survey&lt;/span&gt; from the &lt;span style="font-style: italic;"&gt;Adult Dental Health&lt;/span&gt; (ADH) &lt;span style="font-style: italic;"&gt;Survey &lt;/span&gt;to more accurately reflect its focus and scope in capturing the overall oral health and well-being of the mouth, including teeth and gums, but also the specific dental health and condition of the teeth and gums.&lt;/p&gt;&lt;p&gt;The survey was commissioned by the Office for Health Improvement and Disparities (OHID) within the Department of Health and Social Care (DHSC). The survey was conducted by a consortium led by the National Centre for Social Research (NatCen). The consortium included dental academics with experience of oral epidemiology from the Department of Dentistry at the University of Birmingham, the Faculty of Dentistry, Oral &amp; Craniofacial Sciences at King’s College London, the School of Dental Sciences at Newcastle University, the Dental Public Health Group at the Department of Epidemiology and Public Health at University College London, and the Office for National Statistics. The University of Leeds also provided guidance and support to the survey and its design.&lt;/p&gt;
&lt;p&gt;The purpose of AOHS 2023 was to provide information on the condition of adults' teeth and oral health, and to track changes in oral health over time. The specific aims of the survey were to:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;examine dental experiences, knowledge of, and attitudes towards dental care and oral hygiene&lt;/li&gt;&lt;li&gt;determine the condition of natural teeth and supporting tissues&lt;/li&gt;&lt;li&gt;analyse changes in dental health, attitudes, and behaviour over time&lt;/li&gt;&lt;li&gt;provide the evidence and demonstrate impact in various topic areas, including impact on quality of life and to inform dental health policy&lt;/li&gt;&lt;/ul&gt;
DOI: 10.5281/zenodo.18257027
title: Data supporting paper "Uncertainty of SYNOP cloud classifications by human observers"

description: Datasets to recreate results of the work "Uncertainty of SYNOP cloud classifications by human observers" by Rosenberger et al. The corresponding paper was submitted in Jan 2026 to the journal Meteorological Applications.

Python code to evaluate and analyse the data is provided on github: https://github.com/MarkusRosenberger/CloudClassificationUncertainty