cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.6432126
title: Paintings information from Artmajeur

description: The data set includes the following information of all the paintings in https://www.artmajeur.com: <strong>author</strong>, <strong>country,</strong> <strong>title</strong>, <strong>year</strong>, <strong>H_dimension, <strong>W_dimension, <strong>technique, <strong>price</strong></strong></strong></strong>
DOI: 10.6084/m9.figshare.19558675
title: Data for: Regional asymmetry in the response of global vegetation productivity to compound events

description: This repository hosts the source data for creating figures 1-5 in Li et al., 2022 <br> Jun Li, Emanuele Bevacqua, Chi Chen, Zhaoli Wang*, Xiaohong Chen, Ranga B. Myneni, Xushu Wu, Chong-Yu Xu, Zhenxing Zhang, Jakob Zscheischler*, 2022, Regional asymmetry in the response of global vegetation productivity to compound events. Communications earth & environment.
DOI: 10.6084/m9.figshare.19558675.v2
title: Data for: Regional asymmetry in the response of global vegetation productivity to compound events

description: This repository hosts the source data for creating figures 1-5 in Li et al., 2022 <br> Jun Li, Emanuele Bevacqua, Chi Chen, Zhaoli Wang*, Xiaohong Chen, Ranga B. Myneni, Xushu Wu, Chong-Yu Xu, Zhenxing Zhang, Jakob Zscheischler*, 2022, Regional asymmetry in the response of global vegetation productivity to compound events. Communications earth & environment.
DOI: 10.5519/qd.ik4edrq5
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (332976 records)
DOI: 10.5281/zenodo.6448111
title: Self-Silencing mediates the relationship between Adverse Childhood Experiences and Symptomology in women with Fibromyalgia Syndrome

description: SPSS dataset for above manuscript
DOI: 10.5281/zenodo.6448110
title: Self-Silencing mediates the relationship between Adverse Childhood Experiences and Symptomology in women with Fibromyalgia Syndrome

description: SPSS dataset for above manuscript
DOI: 10.5281/zenodo.6448156
title: Amazon_Laptops_Joan

description: The data set is made up of two columns “Name_of_Product” and “Value”, which contain information about the name of the laptop + the price you get. The details have been retrieved directly from the Amazon website searching for the paraula "laptops", both of which the time is due (darrera vegada que s'ha execuat el code) on 04/11/2021.
DOI: 10.5281/zenodo.6448155
title: Amazon_Laptops_Joan

description: The data set is made up of two columns “Name_of_Product” and “Value”, which contain information about the name of the laptop + the price you get. The details have been retrieved directly from the Amazon website searching for the paraula "laptops", both of which the time is due (darrera vegada que s'ha execuat el code) on 04/11/2021.
DOI: 10.25405/data.ncl.19574662
title: Mitochondrial complex I subunit deficiency promotes pancreatic α-cell proliferation

description: Source data files for the publication in Molecular Metabolism
DOI: 10.25405/data.ncl.19574662.v1
title: Mitochondrial complex I subunit deficiency promotes pancreatic α-cell proliferation

description: Source data files for the publication in Molecular Metabolism
DOI: 10.6084/m9.figshare.19448165
title: FSSH dynamics results for 6 and 7 protonated azaindoles

description: Netwon-X input and output files for the surface hopping dynamics for 6 and 7 protonated azaindoles.
DOI: 10.6084/m9.figshare.19448165.v2
title: FSSH dynamics results for 6 and 7 protonated azaindoles

description: Netwon-X input and output files for the surface hopping dynamics for 6 and 7 protonated azaindoles.
DOI: 10.13020/7v0f-ed12
title: Supporting Data for Tandem ROMP/Hydrogenation Approach to Hydroxy-Telechelic Linear Polyethylene
DOI: 10.5281/zenodo.6448197
title: 5D-NP-MATER_MDO - Open Dataset for "Novel, High-Resolution, Subtractive Photoresist Formulations for 3D Direct Laser Writing Based on Cyclic Ketene Acetals"

description: This is the open dataset for the paper: "Marco Carlotti*, Omar Tricinci, Virgilio Mattoli*, Novel, High-Resolution, Subtractive Photoresist Formulations for 3D Direct Laser Writing based on Cyclic Ketene Acetals, Advanced Materials Technologies, On line (2022) [DOI: 10.1002/admt.202101590] " This include the Supplementary Information file ("SI.pdf") , all the source material used for the paper preparation and more. For each folder (sub-dataset) there is a corresponding readme file describing the content and including metadata.
DOI: 10.5281/zenodo.6448196
title: 5D-NP-MATER_MDO - Open Dataset for "Novel, High-Resolution, Subtractive Photoresist Formulations for 3D Direct Laser Writing Based on Cyclic Ketene Acetals"

description: This is the open dataset for the paper: "Marco Carlotti*, Omar Tricinci, Virgilio Mattoli*, Novel, High-Resolution, Subtractive Photoresist Formulations for 3D Direct Laser Writing based on Cyclic Ketene Acetals, Advanced Materials Technologies, On line (2022) [DOI: 10.1002/admt.202101590] " This include the Supplementary Information file ("SI.pdf") , all the source material used for the paper preparation and more. For each folder (sub-dataset) there is a corresponding readme file describing the content and including metadata.
DOI: 10.6084/m9.figshare.19213266
title: Real-world effectiveness of voxelotor for treating sickle cell disease in the US: a large claims data analysis

description: Sickle cell disease (SCD) is a genetic disease that impacts patients’ quality of life, healthcare costs, and life expectancy. Elevated sickle hemoglobin (HbS), which readily polymerizes, causes red blood cell sickling, leading to chronic hemolytic anemia and complications often requiring hospitalization and transfusions. In 2019, voxelotor, which inhibits HbS polymerization, was approved for SCD treatment. This study uses real-world evidence to assess voxelotor’s effectiveness in SCD patients in typical clinical practice from 2019 to 2021 using a national medical claims database (N = 3128). After initiating voxelotor, 60.8% of patients with available hemoglobin (Hb) laboratory data (n = 74) showed a Hb increase &gt;1 g/dL. Mean transfusion rate per patient-year dropped 52% in patients with ≥1 transfusion before treatment (n = 190). In patients with ≥1 of the corresponding events (n = 1065), decreases were observed in mean vaso-occlusive crisis (VOC) frequency (–23%); mean VOC-related hospitalizations and length of stay (LOS) time (–34% and –30%, respectively); mean all-cause hospitalization and LOS time (–37% and –23%, respectively); outpatient visits (–10%); iron chelation use (–46%); and prescribed opioids (–13%). These data align with randomized controlled trial results showing voxelotor improvements and support that voxelotor may lower transfusion and VOC rates in clinical practice.
DOI: 10.6084/m9.figshare.19213266.v1
title: Real-world effectiveness of voxelotor for treating sickle cell disease in the US: a large claims data analysis

description: Sickle cell disease (SCD) is a genetic disease that impacts patients’ quality of life, healthcare costs, and life expectancy. Elevated sickle hemoglobin (HbS), which readily polymerizes, causes red blood cell sickling, leading to chronic hemolytic anemia and complications often requiring hospitalization and transfusions. In 2019, voxelotor, which inhibits HbS polymerization, was approved for SCD treatment. This study uses real-world evidence to assess voxelotor’s effectiveness in SCD patients in typical clinical practice from 2019 to 2021 using a national medical claims database (N = 3128). After initiating voxelotor, 60.8% of patients with available hemoglobin (Hb) laboratory data (n = 74) showed a Hb increase &gt;1 g/dL. Mean transfusion rate per patient-year dropped 52% in patients with ≥1 transfusion before treatment (n = 190). In patients with ≥1 of the corresponding events (n = 1065), decreases were observed in mean vaso-occlusive crisis (VOC) frequency (–23%); mean VOC-related hospitalizations and length of stay (LOS) time (–34% and –30%, respectively); mean all-cause hospitalization and LOS time (–37% and –23%, respectively); outpatient visits (–10%); iron chelation use (–46%); and prescribed opioids (–13%). These data align with randomized controlled trial results showing voxelotor improvements and support that voxelotor may lower transfusion and VOC rates in clinical practice.
DOI: 10.6084/m9.figshare.14531881
title: Psychometric properties of the Polish version of SF-12v2 in the general population survey

description: This study aimed to assess the psychometric properties of the SF-12 questionnaire (in comparison to the EQ-5D questionnaire also), based on a survey conducted on a sample representing the general population of Poland. The respondents completed Polish versions of health-related quality of life (HRQoL) questionnaires: SF-12, EQ-5D-5L, EQ VAS, and EQ-5D-3L, together with demographic and socioeconomic characteristic items. The following psychometric properties were analyzed: informativity power, ceiling and floor effects, reliability, and construct validity. We also conducted an exploratory factor analysis. A total of 3,896 respondents (mean age 48.3 years, 53.2% female) were included in the analysis. The results showed exceptional informativity power of SF-12 items. We did not observe any ceiling and floor effects for the PCS and MCS components. The high values of the Cronbach’s alpha coefficients confirmed the reliability of SF-12. Our hypothesis about lower scores for the summary components among older respondents, females and patients having declared diabetes was confirmed. The results of factor analysis also provided evidence for a positive assessment of construct validity. Our results confirmed that the Polish version of the SF-12 questionnaire is a valid instrument for use in HRQoL assessment among the general population of Poland.
DOI: 10.6084/m9.figshare.14531881.v1
title: Psychometric properties of the Polish version of SF-12v2 in the general population survey

description: This study aimed to assess the psychometric properties of the SF-12 questionnaire (in comparison to the EQ-5D questionnaire also), based on a survey conducted on a sample representing the general population of Poland. The respondents completed Polish versions of health-related quality of life (HRQoL) questionnaires: SF-12, EQ-5D-5L, EQ VAS, and EQ-5D-3L, together with demographic and socioeconomic characteristic items. The following psychometric properties were analyzed: informativity power, ceiling and floor effects, reliability, and construct validity. We also conducted an exploratory factor analysis. A total of 3,896 respondents (mean age 48.3 years, 53.2% female) were included in the analysis. The results showed exceptional informativity power of SF-12 items. We did not observe any ceiling and floor effects for the PCS and MCS components. The high values of the Cronbach’s alpha coefficients confirmed the reliability of SF-12. Our hypothesis about lower scores for the summary components among older respondents, females and patients having declared diabetes was confirmed. The results of factor analysis also provided evidence for a positive assessment of construct validity. Our results confirmed that the Polish version of the SF-12 questionnaire is a valid instrument for use in HRQoL assessment among the general population of Poland.
DOI: 10.5523/bris.1yh1e51t7tg2g2q9cwv96sdfc2
title: BVI-CLEAR

description: BVI-CLEAR is a set of datasets for research on removing atmospheric turbulence distortion from images and videos. BVI-CLEAR contains two types of atmospheric turbulence sequences: i) synthetic sequences and ii) real sequences.
DOI: 10.34740/kaggle/dsv/3443900
title: Mahanagar Yatayat Dataset
DOI: 10.25449/ruspsydata.17734442
title: Citation prediction of Russian journals articles in psychology in WoS by articles parameters and eLibrary and PsyJournals altmetrics

description: The study identifies citation predictors of Russian scientific publications on psychology in the Web of Science Core Collection (WoS) and compares them with citation predictors in the Russian Science Citation Index (RSCI). Four groups of indicators of various types are considered: formal attributes of the article (12 parameters), article visibility parameters on the eLibrary (3 parameters) and PsyJournals (2 parameters) internet portals, showing the availability of the article text to potential readers, and attributes of the author’s method of scientific citation (3 parameters). Special attention is paid to citation attributes as qualitative characteristics of the author’s way of working on his own scientific text and constructing a dialogue (in the form of citation) with other researchers.
DOI: 10.25449/ruspsydata.17734442.v1
title: Citation prediction of Russian journals articles in psychology in WoS by articles parameters and eLibrary and PsyJournals altmetrics

description: The study identifies citation predictors of Russian scientific publications on psychology in the Web of Science Core Collection (WoS) and compares them with citation predictors in the Russian Science Citation Index (RSCI). Four groups of indicators of various types are considered: formal attributes of the article (12 parameters), article visibility parameters on the eLibrary (3 parameters) and PsyJournals (2 parameters) internet portals, showing the availability of the article text to potential readers, and attributes of the author’s method of scientific citation (3 parameters). Special attention is paid to citation attributes as qualitative characteristics of the author’s way of working on his own scientific text and constructing a dialogue (in the form of citation) with other researchers.
DOI: 10.6084/m9.figshare.19426739.v3
title: Dataset of the PNAS article titled 'Accurate Virus Identification with Interpretable Raman Signatures by Machine Learning'

description: <b>About Dataset</b><br>Context<br>The dataset is acquired via the VIRRION platform designed for label-free capture and enrichment of viruses. It consists of Raman spectra of three groups of RNA viruses, including human respiratory viruses (influenza A H1N1 and H3N2, influenza B, rhinovirus, respiratory syncytial virus (RSV)), avian respiratory viruses (influenza A H5N2 and H7N2, infectious bronchitis virus (IBV), reovirus), and human enteroviruses (Coxsackievirus B type 1 and 3 (CVB1, CVB3), enteroviruses EV70 and EV71).<br>Content<br>Each row in the dataset describes:<br>1. the intensity of a raman spectrum at each wavenumber specified by the numerical column names;2. the corresponding label (virus type/subtype) of each raman spectrum specified by the column name 'label';<br>Acknowledgements<br>...<br>
DOI: 10.5281/zenodo.6448230
title: NBA League Stats

description: Aquesta pràctica pertany a la assignatura "Tipologia i cicle de vida de les dades" del Màster de Ciència de Dades de la UOC. En aquesta es posa en pràctica les tècniques de web scraping en el llenguatge Python a través d'un dataset sobre les estadístiques del bàsquet en la lliga Americana.
DOI: 10.5281/zenodo.6448229
title: NBA League Stats

description: Aquesta pràctica pertany a la assignatura "Tipologia i cicle de vida de les dades" del Màster de Ciència de Dades de la UOC. En aquesta es posa en pràctica les tècniques de web scraping en el llenguatge Python a través d'un dataset sobre les estadístiques del bàsquet en la lliga Americana.
DOI: 10.6084/m9.figshare.19426739.v4
title: Dataset of the PNAS article titled 'Accurate Virus Identification with Interpretable Raman Signatures by Machine Learning'

description: The dataset is acquired via the VIRRION platform designed for label-free capture and enrichment of viruses. It consists of Raman spectra of three groups of RNA viruses, including human respiratory viruses (influenza A H1N1 and H3N2, influenza B, rhinovirus, respiratory syncytial virus (RSV)), avian respiratory viruses (influenza A H5N2 and H7N2, infectious bronchitis virus (IBV), reovirus), and human enteroviruses (Coxsackievirus B type 1 and 3 (CVB1, CVB3), enteroviruses EV70 and EV71). <strong>About Dataset</strong> <br> Context <br> <br> Content <br> We provide a subset of 10 Raman spectra for each virus type/subtype in the subsets.zip and visualization of the Raman spectra Raman spectra in the plots.zip <br> Each column in the dataset describes: <br> 1. wavenumber 2. intensity <br> <br>
DOI: 10.6084/m9.figshare.14033822
title: Supplementary data for Sun et al., "Divergence in ABA gene regulatory network underlies differential growth control"

description: <strong>Update (Feb. 2nd, 2022): </strong>Supplementary data S3 was revised in response to the second peer review, to include gene set enrichment analyses (GSEA) among ABA- and salt-responsive DEG sets. <strong>Update (Sep. 8th, 2021): </strong>Supplementary data S1, S4, and S8 were revised in response to peer reviewers' comment, as follows:<br> - data S1 was revised to include columns indicating orthologs included in AREB/ABF GRN. - data S4 was revised to include additional worksheets showing full results and selected examples for PiP analyses performed on genes included in AREB/ABF GRN and their ortholog pairs. - data S8 was revised to include genes in ABA-related pathways, in addition to previous lists of auxin- and ethylene-related pathways. Currently the zipped archive included both the original and revised data files for reviewing purpose. Upon publication of the manuscript, the archive will have only the final versions. <strong><br> data S1. All 1-to-1 Orthologous groups with functional genomics data from RNA-seq and DAP-seq.</strong> ABA-responsive gene expression and number of DAP-seq peaks in adjacent genomic regions for 15,198 all unambiguous 1-to-1 ortholog groups. <strong>data S2. An analysis with OrthNet (including duplicates) with functional genomics data from RNA-seq and DAP-seq.</strong> An expanded version of data S1 where all genes, including lineage(s)-specific duplicates and those not in 1-to-1 ortholog groups, organized into OrthNet units based on both sequence similarity and co-linearity. See legend inside the Dataset for details. <strong>data S3. GO enrichment among ABA-induced and repressed DEGs.</strong> A matrix of GO terms enriched in ABA-induced and repressed DEGs for all species, tissues, and time points. <strong>data S4. Phylogenetically informed profiling (PiP) analysis of ABA-responsive gene expression for the four crucifer species.</strong> Results of PiP analysis identifying GO terms showing lineage(s)-specific modifications of ABA-responses. See legend inside the Dataset for details. <strong>data S5. JASPAR motifs enriched among promoters of ABA-induced and repressed DEGs.</strong> A matrix of known transcription factor-binding motifs, obtained from the JASPAR database, enriched in the promoters of ABA-induced and repressed DEGs for all species, tissues, and time points. <strong>data S6. All DAP-Seq peak coordinates with annotations.</strong> All DAP-Seq peak coordinates with number of replicates, types of AREB/ABFs, and other information. <strong>data S7. Conserved ABA GRN.</strong> All genes curated to build the conserved ABA GRN shown in figure 4. <strong>data S8. ABA, Auxin and Ethylene GRN.</strong> All genes curated on the ABA, Auxin and ethylene pathway. 1:1 orthologs identified from RNA-seq and DAP-seq datasets were used to construct the actual GRN. <br>
DOI: 10.5281/zenodo.6448114
title: Development of a multivariable risk model integrating urinary peptide metabolites and Extracellular Vesicle RNA data to detect significant prostate cancer

description: The aim of this study was to investigate whether the robust integration of expression data from urinary extracellular vesicle RNA (EV-RNA) with urine proteomic metabolites can accurately predict PCa biopsy outcome. Urine samples were analyzed by mass spectrometry and NanoString gene-expression analysis. As a result, four classifiers were generated: ‘MassSpec’ (CE-MS proteomics), ‘EV-RNA’, ‘SoC’ (standard of care) and ‘ExoSpec’. The best prediction for Gs³3+4 at initial biopsy (AUC=0.83, 95% CI:0.77-0.88) was achieved by applying ‘ExoSpec’ classifier and he outperformed other predictive classifiers. In addition, the results showed that the performance of ‘ExoSpec’ could reduce unnecessary biopsies by 30%.
DOI: 10.5281/zenodo.6448264
title: característiques_pisos_igualada

description: Conjunt de dades extretes per un conjunt de pisos al mes d'Abril de 2022
DOI: 10.5281/zenodo.6448263
title: característiques_pisos_igualada

description: Conjunt de dades extretes per un conjunt de pisos al mes d'Abril de 2022
DOI: 10.5281/zenodo.6385759
title: Social contact data for Taiwan

description: Social contact data for Taiwan, based on a national survey conducted in 2010
description: Initial release
description: {"references": ["Yang-Chih Fu, et al. (2012). Representative contact diaries for modeling the spread of infectious diseases in Taiwan. PLoS One, 7(10): e45113."]}
DOI: 10.5281/zenodo.6385758
title: Social contact data for Taiwan

description: Social contact data for Taiwan, based on a national survey conducted in 2010
description: Initial release
description: {"references": ["Yang-Chih Fu, et al. (2012). Representative contact diaries for modeling the spread of infectious diseases in Taiwan. PLoS One, 7(10): e45113."]}
DOI: 10.5281/zenodo.6448186
title: Versatile strategy for homogeneous drying patterns of dispersed particles: Raw data

description: Raw Data for the manuscript: "Versatile strategy for homogeneous drying patterns of dispersed particles"
DOI: 10.5281/zenodo.6448185
title: Versatile strategy for homogeneous drying patterns of dispersed particles: Raw data

description: Raw Data for the manuscript: "Versatile strategy for homogeneous drying patterns of dispersed particles"
DOI: 10.5281/zenodo.6433326
title: MuSe-Humor: Humor Detection Sub-Challenge (MuSe 2022)

description: <strong>Description</strong>: Predicting the presence of humor in football press conference recordings. Available modalities: audio and video, transcriptions will follow in May. <strong>Labels</strong>: windows of 2 seconds are given a binary label, indicating presence and absence of humor. 9 human annotators labelled each video. <strong>Dataset</strong>: MuSe-Humor is based on the novel Passau-Spontaneous Football Coach Humor (Passau-SFCH) dataset. It includes press conference recordings of 10 different German Bundesliga football coaches collected in 2017. The data provided here only includes segments in which the respective coach is speaking. The training data set contains recordings of 4 coaches, development and test data each contain recordings of 3 coaches. <strong>General</strong>: The 3rd Multimodal Sentiment Analysis Challenge and Workshop (MuSe) 2022 adresses research questions that are of interest to affective computing, machine learning and multimodal signal processing communities and encourages a fusion of their disciplines. The goal of the MuSe workshop and challenge is to gain new insights into the merits of each of the core modalities and to serve as a stimulating environment for the development and evaluation of multimodal affect recognition approaches.