cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.3745514
title: Regional flexibility in households and supermarkets

description: In a simulation, the potential of private households and businesses in the form of supermarkets was evaluated, which exists for flexible electricity consumption and which restrictions can be expected. The results were used to enable the Reiner Lemoine Institute to integrate and compare this potential for the regions Anhalt-Bitterfeld, Wittenberg and Dessau-Roßlau in its own simulations for the optimal scheduling of power plants, storage facilities and flexibilities. The simulation data are published as annual load profiles for the municipalities in the Anhalt region and for three typical supermarkets as an appendix to this publication.
DOI: 10.6084/m9.figshare.14131637
title: Reflectivity on shale-sandstone reflector

description: Impedance and reflectivity of P wave on water-saturated Boise sandstone overlaid by shale
DOI: 10.6084/m9.figshare.14131637.v1
title: Reflectivity on shale-sandstone reflector

description: Impedance and reflectivity of P wave on water-saturated Boise sandstone overlaid by shale
DOI: 10.6084/m9.figshare.14130494.v1
title: Fast and accurate bootstrap confidence limits on genome-scale phylogenies using little bootstraps

description: Fast and accurate bootstrap confidence limits on genome-scale phylogenies using little bootstraps<br>
DOI: 10.15161/oar.it/73551
title: CovidStat project data

description: This record contains the daily updated data of the CovidStat project. CovidStat is a project carried out by the CovidStat Working Group at INFN, whose creation was promoted within the Italian National Institute of Nuclear Physics with the aim of making a statistical analysis of the data provided daily by the Civil Protection on the spread of the pandemic in Italy. CovidStat data can interactively be browsed at https://covid19.infn.it.
description: The software to process this Root TTree is in the related identifier. Be sure to use the right corresponding version, based on the data in which Root TTree was generated.
DOI: 10.6084/m9.figshare.14131655.v1
title: Adolescent Thyroid Disorders and Risk for Type 2 Diabetes in Young Adults - Supplementary Material

description: Supplementary Material:Tables S1-S2Figures S1-S4
DOI: 10.5281/zenodo.4339398
title: Dataset for: Trust Trackers for Computation Offloading in Edge-Based IoT Networks

description: The dataset used to generate graphs for: Matthew Bradbury, Arshad Jhumka and Tim Watson.<br> Trust Trackers for Computation Offloading in Edge-Based IoT Networks. In IEEE INFOCOM, 1–10. IEEE, 10–13 May 2021. Also includes instructions for experiment setup. Scripts from https://github.com/MBradbury/iot-trust-task-alloc are required to analyse and graph these results.
DOI: 10.5281/zenodo.4339397
title: Dataset for: Trust Trackers for Computation Offloading in Edge-Based IoT Networks

description: The dataset used to generate graphs for: Matthew Bradbury, Arshad Jhumka and Tim Watson.<br> Trust Trackers for Computation Offloading in Edge-Based IoT Networks. In IEEE INFOCOM, 1–10. IEEE, 10–13 May 2021. Also includes instructions for experiment setup. Scripts from https://github.com/MBradbury/iot-trust-task-alloc are required to analyse and graph these results.
DOI: 10.6084/m9.figshare.14131670
title: Tabla 1. Dimensiones y categorías.docx

description: Tabla de artículo.
DOI: 10.6084/m9.figshare.14131670.v1
title: Tabla 1. Dimensiones y categorías.docx

description: Tabla de artículo.
DOI: 10.5281/zenodo.4568700
title: Dataset for: Threat Modelling Guided Trust-based Task Offloading in Resource-constrained Internet of Things Systems

description: Dataset for Threat Modelling Guided Trust-based Task Offloading in Resource-constrained Internet of Things Systems
DOI: 10.5281/zenodo.4568699
title: Dataset for: Threat Modelling Guided Trust-based Task Offloading in Resource-constrained Internet of Things Systems

description: Dataset for Threat Modelling Guided Trust-based Task Offloading in Resource-constrained Internet of Things Systems
DOI: 10.6084/m9.figshare.14130494.v2
title: Fast and accurate bootstrap confidence limits on genome-scale phylogenies using little bootstraps

description: Data Description
DOI: 10.5519/qd.bnysk4eh
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (723 records)
DOI: 10.5519/qd.gv54chpa
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (12 records)
DOI: 10.5281/zenodo.4299967
title: Simulation results for Sars-CoV2 3C-like main protease: TRAPP analysis of the binding site flexibility and results of the docking study

description: Collection of data and scripts related to the paper: Jonas Gossen et al. "A blueprint for high affinity SARS-CoV-2 Mpro inhibitors from activity-based compound library screening guided by analysis of protein dynamics" https://www.biorxiv.org/content/10.1101/2020.12.14.422634v2 doi: https://doi.org/10.1101/2020.12.14.422634 ACS Pharmacology and Translational Science 2021 DOI: 10.1021/acsptsci.0c00215 <strong>1. TRAPP simulation results for Sars-CoV2 3C-like main protease:</strong> include simulation of the binding pocket druggability, physical-chemical properties, and the binding site composition Protease_clean.ipynb - Jupyter Notebook containing analysis of the generated data allTables.zip - results of TRAPP simulations of the binding site flexibility using LRIP and tConcoord methods Every10-ligand_6LU7_R3.5.zip - results of TRAPP pocket analysis on the MD frames PDB-Giulia.zip - TRAPP pocket analysis of 40 PDB complexes of main protease TRAPP_properties_PDB.xlsx - binding pocket properties for 40 PDB complexes of main protease summarized in a table DrugPDB_3structures.xlsx - binding pocket properties for 3 PDB structures <strong>2. Docking & Screening Results</strong> TRAPP_secondSelection_VS.csv - docking/screening of selected structures from TRAPP analysis Fred_VS.csv - docking of PDB structures using Fred Glide_VS.csv - docking of PDB structures using Glide TableS1.xlsx - Available structures of SARS-CoV-2 Mpro selected for binding site analyses. TableS2A.xlsx - SiteScore analysis of all the deposited X-ray crystal structures for the Mpro. TableS2B.xlsx - SiteScore analysis of the MSM ensemble (4-macrostates).
DOI: 10.5281/zenodo.4206233
title: Simulation results for Sars-CoV2 3C-like main protease: TRAPP analysis of the binding site flexibility and results of the docking study

description: Collection of data and scripts related to the paper: Jonas Gossen et al. "A blueprint for high affinity SARS-CoV-2 Mpro inhibitors from activity-based compound library screening guided by analysis of protein dynamics" https://www.biorxiv.org/content/10.1101/2020.12.14.422634v2 doi: https://doi.org/10.1101/2020.12.14.422634 ACS Pharmacology and Translational Science 2021 DOI: 10.1021/acsptsci.0c00215 <strong>1. TRAPP simulation results for Sars-CoV2 3C-like main protease:</strong> include simulation of the binding pocket druggability, physical-chemical properties, and the binding site composition Protease_clean.ipynb - Jupyter Notebook containing analysis of the generated data allTables.zip - results of TRAPP simulations of the binding site flexibility using LRIP and tConcoord methods Every10-ligand_6LU7_R3.5.zip - results of TRAPP pocket analysis on the MD frames PDB-Giulia.zip - TRAPP pocket analysis of 40 PDB complexes of main protease TRAPP_properties_PDB.xlsx - binding pocket properties for 40 PDB complexes of main protease summarized in a table DrugPDB_3structures.xlsx - binding pocket properties for 3 PDB structures <strong>2. Docking & Screening Results</strong> TRAPP_secondSelection_VS.csv - docking/screening of selected structures from TRAPP analysis Fred_VS.csv - docking of PDB structures using Fred Glide_VS.csv - docking of PDB structures using Glide TableS1.xlsx - Available structures of SARS-CoV-2 Mpro selected for binding site analyses. TableS2A.xlsx - SiteScore analysis of all the deposited X-ray crystal structures for the Mpro. TableS2B.xlsx - SiteScore analysis of the MSM ensemble (4-macrostates).
DOI: 10.21227/ytct-f044
title: for entering this competition

description: for entering this competition
DOI: 10.25646/8083
title: Tagesdaten-CSV aus dem DIVI-Intensivregister

description: Die Tagesdaten-CSV entspricht einem Auszug der Daten des DIVI-Intensivregisters. Die Datei enthält eine Aggregation der aktuellsten Meldungen pro Landkreis. Es werden die aktuell gemeldeten Anzahlen der COVID-19 Intensivfälle sowie die gemeldeten intensivmedizinischen Behandlungskapazitäten angezeigt. Die Tagesdaten-CSV liefert dabei ausschließlich einen Blick auf die Daten gemäß dem Stand des betrachteten Tages. Die Daten sind im situationsbedingten Kontext aufbereitet, damit sind verschiedene Tagesdaten-CSVs u.U. nicht direkt miteinander vergleichbar. Die aktuellsten Meldungen werden im gewählten Betrachtungszeitfenster über alle Meldebereiche und Standorte aufsummiert. Weitere Informationen sind zu finden unter https://www.intensivregister.de/#/faq
DOI: 10.6084/m9.figshare.14131799
title: Black rhino phenolic physical defence data

description: The datasets contained herein represent the summarised data used to conduct the analyses found in "Spinescence and total phenolic content do not influence diet preference of a<br>critically endangered megaherbivore, but the mix of compounds does". <br><br>
DOI: 10.6084/m9.figshare.14131799.v1
title: Black rhino phenolic physical defence data

description: The datasets contained herein represent the summarised data used to conduct the analyses found in "Spinescence and total phenolic content do not influence diet preference of a<br>critically endangered megaherbivore, but the mix of compounds does". <br><br>
DOI: 10.5281/zenodo.4568773
title: Data sheet for Taxonomic partition in Corotocini assembladed

description: Data sheet containing the Number of species and genera of Corotocini beetles per termite host.
DOI: 10.5281/zenodo.4568772
title: Data sheet for Taxonomic partition in Corotocini assembladed

description: Data sheet containing the Number of species and genera of Corotocini beetles per termite host.
DOI: 10.6084/m9.figshare.14132126
title: Test data in the case study

description: Test data in the case study Paper entitled: "Aggregate operation model for numerous small capacity distributed energy resources"
DOI: 10.6084/m9.figshare.14132126.v1
title: Test data in the case study

description: Test data in the case study Paper entitled: "Aggregate operation model for numerous small capacity distributed energy resources"
DOI: 10.6084/m9.figshare.14113799.v2
title: Wiki-Reliability: A Large Scale Dataset for Content Reliability on Wikipedia

description: Wiki-Reliability: Machine Learning datasets for measuring content reliability on Wikipedia<br>Consists of metadata features and content text datasets, with the formats:<br><i>- {template_name}_features.csv</i> <i><br></i><i>- {template_name}_txt.csv.gz </i><br>For more details on the project and links to data reading and benchmarking:<br>https://meta.wikimedia.org/wiki/Research:Wiki-Reliability:_A_Large_Scale_Dataset_for_Content_Reliability_on_Wikipedia<br>
DOI: 10.5281/zenodo.4563024
title: Behavioral discrimination and time-series phenotyping of birdsong performance

description: Variation in the acoustic structure of vocal signals is important to communicate social information. However, relatively little is known about the features that receivers extract to decipher relevant social information. Here, we took an expansive, bottom-up approach to delineate the feature space that could be important for processing social information in zebra finch song. Using operant techniques, we discovered that female zebra finches can consistently discriminate brief song phrases (“motifs”) from different social contexts. We then applied machine learning algorithms to classify motifs based on thousands of time-series features and to uncover acoustic features for motif discrimination. In addition to highlighting classic acoustic features, the resulting algorithm revealed novel features for song discrimination, for example, measures of time irreversibility (i.e., the degree to which the statistical properties of the actual and time-reversed signal differ). Moreover, the algorithm accurately predicted female performance on individual motif exemplars. These data underscore and expand the promise of broad time-series phenotyping to acoustic analyses and social decision-making.
DOI: 10.5281/zenodo.4563023
title: Behavioral discrimination and time-series phenotyping of birdsong performance

description: Variation in the acoustic structure of vocal signals is important to communicate social information. However, relatively little is known about the features that receivers extract to decipher relevant social information. Here, we took an expansive, bottom-up approach to delineate the feature space that could be important for processing social information in zebra finch song. Using operant techniques, we discovered that female zebra finches can consistently discriminate brief song phrases (“motifs”) from different social contexts. We then applied machine learning algorithms to classify motifs based on thousands of time-series features and to uncover acoustic features for motif discrimination. In addition to highlighting classic acoustic features, the resulting algorithm revealed novel features for song discrimination, for example, measures of time irreversibility (i.e., the degree to which the statistical properties of the actual and time-reversed signal differ). Moreover, the algorithm accurately predicted female performance on individual motif exemplars. These data underscore and expand the promise of broad time-series phenotyping to acoustic analyses and social decision-making.
DOI: 10.6084/m9.figshare.14132153
title: county level migration study

description: county level and household migration dataset
DOI: 10.6084/m9.figshare.14132153.v1
title: county level migration study

description: county level and household migration dataset
DOI: 10.5281/zenodo.4568716
title: dcase2020 Task1a Development

description: Development set for DCASE 2020 task1a
DOI: 10.6084/m9.figshare.14132123.v1
title: Airborne_Color_IR_Videography_Data_10cm_Resolution_Mosaic_April_15_2003_Noel_Kempff_Mercado_Bolivia_Forest_Lianas

description: High-resolution videography data collected for research described in Foster et al. (2008) Remote Sensing of Environment. The Nature Conservancy (TNC) contracted with Winrock International for acquisition of high resolution color-infrared aerial videography (CIR-AV) (Ranging from 10 cm, 50 cm pixels, 0.5-km extent along-track, and 1-km swath width) (similar to Brown et al., 2005). These data were acquired during a field campaign from the 14th to the 18th of April in 2003. Areas within the aerial videography that corresponded to EO-1 Hyperion hyperspectral imagery and Landsat data were used to identify a sample of low-stature liana tangles and forests that guided mapping of liana forest patches. Low liana tangles were clearly distinguishable as homogenous areas of bright green vegetation among the more varied canopies of larger trees in the high-resolution CIR-AV images. Unlike other vegetation, liana canopies drape like a horizontal blanket over other vegetation, form columnar "towers" over emergent trees that cast distinctively columnar shadows, form linear linkages from one tree canopy to another and drape from high-canopy forest edges down to low-liana dominated patches. These videography image mosaics are being archived in the format provided by Winrock International, as either .TIF or .IMG raster files (ERDAS Imagine format) and associated metadata. When georeferencing information is available in the image header, the map projection is datum WGS84, UTM zone 20S. This archive contains image mosaics with the original names provided by Winrock International.<br>
DOI: 10.5281/zenodo.4501324
title: The effect of corticosterone treatment on the transcriptome of mouse brain endothelial bEnd3 cells

description: Transcriptome profiling of brain endothelial bEnd.3 cells treated in vitro with 5 uM corticosterone or medium for 24 hours. Processed data, protocol and meta information are available in GEO database, accession number GSE159756. Raw data are available at SRA (BioProject PRJNA670426, SRA accession number SRP287985). Code for downstream analyses, non-adjusted figures, and supplemental data (differential expression results, over-representation analysis results) are available at our github account.
DOI: 10.5281/zenodo.4501323
title: The effect of corticosterone treatment on the transcriptome of mouse brain endothelial bEnd3 cells

description: Transcriptome profiling of brain endothelial bEnd.3 cells treated in vitro with 5 uM corticosterone or medium for 24 hours. Processed data, protocol and meta information are available in GEO database, accession number GSE159756. Raw data are available at SRA (BioProject PRJNA670426, SRA accession number SRP287985). Code for downstream analyses, non-adjusted figures, and supplemental data (differential expression results, over-representation analysis results) are available at our github account.
DOI: 10.5281/zenodo.4568830
title: MCMC samples for TWA 3 orbital analysis

description: This repository accompanies the publication [A coplanar circumbinary protoplanetary disk in the TWA 3 triple M dwarf system](https://arxiv.org/abs/2102.11875) by Ian Czekala, Álvaro Ribas, Nicolás Cuello, Eugene Chiang, Enrique Macías, Gaspard Duchêne, Sean M. Andrews, and Catherine C. Espaillat. This zenodo repository contains the MCMC samples for the orbital fits appearing in the publication. The datasets and pymc3 models are hosted at a github repository: https://github.com/iancze/TWA-3-orbit
DOI: 10.5281/zenodo.4568829
title: MCMC samples for TWA 3 orbital analysis

description: This repository accompanies the publication [A coplanar circumbinary protoplanetary disk in the TWA 3 triple M dwarf system](https://arxiv.org/abs/2102.11875) by Ian Czekala, Álvaro Ribas, Nicolás Cuello, Eugene Chiang, Enrique Macías, Gaspard Duchêne, Sean M. Andrews, and Catherine C. Espaillat. This zenodo repository contains the MCMC samples for the orbital fits appearing in the publication. The datasets and pymc3 models are hosted at a github repository: https://github.com/iancze/TWA-3-orbit
DOI: 10.6084/m9.figshare.13042430
title: Hypervigilance to dynamic and static facial expressions in social anxiety: an eye-tracking investigation.

description: Research has shown attentional bias and hypervigilance in individuals with social anxiety (SA) during the observation of emotional facial expressions, particularly with static stimuli such as pictures or schematic faces. Here, we investigated the recognition of dynamic and static facial expressions and eye tracking correlates in volunteers with symptoms of SA and controls. Fifty-six volunteers took part in the study, divided into a control group (CG) with low SA and a group with symptoms of SA (SAG). The stimuli were emotional faces of joy, disgust, anger, and sadness presented in four emotional intensities (25%, 50%, 75%, and 100%) presented statically (pictures) and dynamically (short movies from a neutral expression to the emotional expression). During the emotion recognition task, binocular eye movements were registered, and the number and duration of eye fixations were analyzed. Repeated-measures ANOVAs revealed that the SAG had a higher recognition rate only for low-intensity (25%) sadness. Both groups had a larger number of fixations for static than dynamic stimuli, as well as longer fixations for dynamic than static stimuli. Significant differences between groups were observed with dynamic stimuli, since the SAG presented larger number of fixations and shorter durations than the CG. Thus, our results revealed a negative bias towards sadness and a hypervigilance (more fixations with faster durations) pattern during the evaluation of emotional faces.
DOI: 10.6084/m9.figshare.13042430.v1
title: Hypervigilance to dynamic and static facial expressions in social anxiety: an eye-tracking investigation.

description: Research has shown attentional bias and hypervigilance in individuals with social anxiety (SA) during the observation of emotional facial expressions, particularly with static stimuli such as pictures or schematic faces. Here, we investigated the recognition of dynamic and static facial expressions and eye tracking correlates in volunteers with symptoms of SA and controls. Fifty-six volunteers took part in the study, divided into a control group (CG) with low SA and a group with symptoms of SA (SAG). The stimuli were emotional faces of joy, disgust, anger, and sadness presented in four emotional intensities (25%, 50%, 75%, and 100%) presented statically (pictures) and dynamically (short movies from a neutral expression to the emotional expression). During the emotion recognition task, binocular eye movements were registered, and the number and duration of eye fixations were analyzed. Repeated-measures ANOVAs revealed that the SAG had a higher recognition rate only for low-intensity (25%) sadness. Both groups had a larger number of fixations for static than dynamic stimuli, as well as longer fixations for dynamic than static stimuli. Significant differences between groups were observed with dynamic stimuli, since the SAG presented larger number of fixations and shorter durations than the CG. Thus, our results revealed a negative bias towards sadness and a hypervigilance (more fixations with faster durations) pattern during the evaluation of emotional faces.
DOI: 10.5281/zenodo.4568744
title: Identifying Versions of Libraries used in Stack Overflow Code Snippets

description: This repository represents a replication package for our analysis on "<strong>Identifying Versions of Libraries used in Stack Overflow Code Snippets</strong>" that is published in the proceedings of the conference <strong>Mining Software Repositories 2021.</strong> This replication package requires Python 3.5+ to be installed. These experiments were executed on a Linux Ubuntu OS. To obtain the analysis used in the paper, one should execute <code>jupyter notebook</code> at the root of this replication package, and open the notebook contained in <code>notebooks</code>. This replication package contains: scripts: contains scripts needed to download and parse jar files data: contains datasets needed for the analysis. Analyze and Prepare notebooks: notebooks where we prepare and analyze data. The data is under the Creative Commons Attribution Share-Alike 4.0 license. The source code is under the GNU General Public License.
DOI: 10.5281/zenodo.4568743
title: Identifying Versions of Libraries used in Stack Overflow Code Snippets

description: This repository represents a replication package for our analysis on "<strong>Identifying Versions of Libraries used in Stack Overflow Code Snippets</strong>" that is published in the proceedings of the conference <strong>Mining Software Repositories 2021.</strong> This replication package requires Python 3.5+ to be installed. These experiments were executed on a Linux Ubuntu OS. To obtain the analysis used in the paper, one should execute <code>jupyter notebook</code> at the root of this replication package, and open the notebook contained in <code>notebooks</code>. This replication package contains: scripts: contains scripts needed to download and parse jar files data: contains datasets needed for the analysis. Analyze and Prepare notebooks: notebooks where we prepare and analyze data. The data is under the Creative Commons Attribution Share-Alike 4.0 license. The source code is under the GNU General Public License.
DOI: 10.6084/m9.figshare.14132204
title: Replication Files for "Cervical cancer screening invitations in low and middle income countries: Evidence from Armenia"

description: We provide the anonymous dataset and the STATA "do" file necessary for replicating the analysis in the paper "Cervical cancer screening invitations in low and middle income countries: Evidence from Armenia"