cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/tpx4fwkjny
title: Supplement for "Delgocitinib ointment, a topical Janus kinase inhibitor, in adult patients with moderate-to-severe atopic dermatitis: a phase 3, randomized, double-blind, vehicle-controlled study and an open-label, long-term, extension study"

description: Background: Previous studies showed the potential effectiveness of delgocitinib ointment, a novel topical JAK inhibitor, in atopic dermatitis (AD). Objective: This study aimed to evaluate the efficacy and safety of delgocitinib 0.5% ointment in a 4-week double-blind period (part 1) and in a 24-week extension period (part 2). Methods: In the part 1, Japanese patients aged ≥ 16 years with moderate or severe AD were randomized in a 2:1 ratio to delgocitinib 0.5% ointment or the vehicle ointment. Eligible patients entered the part 2 to receive delgocitinib 0.5% ointment. Results: At the end of treatment in the part 1, the least-squares mean percentage changes from baseline in the modified Eczema Area and Severity Index (mEASI) score, the primary efficacy endpoint, were significantly greater in the delgocitinib group than in the vehicle group (–44.3% vs. 1.7%, P &lt; .001). The improvement in the mEASI score was maintained in the part 2. Most adverse events were mild and unrelated to delgocitinib across the study periods. Limitations: The present study was conducted in Japanese patients only. Conclusion: Delgocitinib ointment was effective and well tolerated when administered to Japanese adult patients with moderate-to-severe AD for up to 28 weeks.
DOI: 10.6084/m9.figshare.15241641.v1
title: Porewater exchange flushes blue carbon from intertidal saltmarsh sediments

description: The data of DIC, DOC, radon, greenhouse gases in saltmarsh porewater and surface water.
DOI: 10.6084/m9.figshare.27890040.v1
title: <b>Pre-Service Teachers’ Diverse Content Area Text Selections and Considerations for Classroom Use Data Set</b>

description: The current landscape of book censorship and divisive concept laws have targeted diversity, equity, and social justice (SJ) in curricula. This has created substantial fear that ultimately impacts pre-service teachers (PSTs). Despite opportunities to engage with critical frameworks and culturally sustaining practices, PSTs often default to neutral or “safe” terms to avoid divisive topics that could result in repercusions. Censoring rhetoric that is pervasive in schools and states, limits teachers' ability to make curricular choices around classroom texts, particularly those that address diversity or social justice (SJ) issues. This study examines how PSTs select, perceive, and anticipate using SJ-oriented content-area texts in their future teaching practices. Using mixed-methods, this study examines PSTs' construction of a content-area text set and their analysis of SJ topics using the Curricular Noticing framework. This study found that PSTs included wide range of SJ topics in text selections, but avoided deeper discussions of diversity and equity. Text descriptions addressed these SJ issues symbolically prioritizing shallow representation. PSTs expressed cautious optimism about using SJ texts in their future classrooms, but concerns about potential pushback from school leaders and parents led to hesitancy in integrating them into instruction. The research suggests that further support is needed in teacher education to help PSTs navigate and engage with SJ topics in ways that foster inclusivity and critical thinking, despite the challenges posed by divisive concept laws.<br>
DOI: 10.17632/brsbvwdnjz
title: Data for: DESIGN AUTOMATION OF EWMA CHARTS: ESTIMATORS AND ADJUSTMENTS TO PHASE I I-CHART LIMITS BASED ON PHASE II MONITORING PERFORMANCE

description: Supplementary tables
DOI: 10.17632/w4st8vxwvf
title: Technical Drawings for "Performance Coefficients for Thermoelectric Devices in Phase Change Operations"

description: This data set contains technical drawings to accompany a document submitted to HardwareX. The drawings are contained in the PowerPoint document, and there is a pdf file containing the same drawings. The full document will describe our design of a device that vaporizes and condenses various organic liquids, such as acetone, methanol and ethyl acetate.

Briefly, we used a thermoelectric device sandwiched between two aluminum blocks to pump heat into a liquid. As the thermoelectric device is energized, one side gets hot and the other gets cold. The hot aluminum block is made to contact a liquid that boils as it absorbs the heat. As the liquid boils, the vapor traverses from the boiling chamber to the other block on the cold side of the device, where the heat is deposited and transferred through the aluminum block back to the thermoelectric device. The thermoelectric device is therefore acting as a heat pump, pumping heat from the condensing vapor back to the boiling liquid.

To use the ems files, the reader will need to download the free CAD software from eMachineShop.com. Additional information is contained in the Readme and PowerPoint files.
DOI: 10.6084/m9.figshare.13625828.v1
title: Metadata record for: A database of high-density surface electromyogram signals comprising 65 isometric hand gestures

description: This dataset contains key characteristics about the data described in the Data Descriptor A database of high-density surface electromyogram signals comprising 65 isometric hand gestures. <br> Contents: <br> 1. human readable metadata summary table in CSV format 2. machine readable metadata file in JSON format
DOI: 10.6084/m9.figshare.19096214.v1
title: Excavating phytochemicals from plants possessing antiviral activities for identifying SARS-CoV hemagglutinin-esterase inhibitors by diligent computational workflow

description: Coronaviruses (CoVs) belong to a group of RNA viruses that cause diseases in vertebrates including. Newer and deadlier than SARS CoV-2 are sought to appear in future for which the scientific community must be prepared with the strategies for their control. Spike protein (S-protein) of all the CoVs require angiotensin-converting enzyme2 (ACE2), while CoVs also require hemagglutinin-acetylesterase (HE) glycoprotein receptor to simultaneously interact with O-acetylated sialic acids on host cells, both these interactions enable viral particle to enter host cell leading to its infection. Target inhibition of viral S-protein and HE glycoprotein receptor can lead to a development of therapy against the SARS CoV-2. The proposition is to recognize molecules from the bundle of phytochemicals of medicinal plants known to possess antiviral potentials as a lead that could interact and mask the active site of, HE glycoprotein which would ideally bind to O-acetylated sialic acids on human host cells. Such molecules can be addressed as ‘HE glycoprotein blockers’. A library of 110 phytochemicals from <i>Withania somnifera</i>, <i>Asparagus racemosus</i>, <i>Zinziber officinalis</i>, <i>Allium sativum</i>, <i>Curcuma longa</i> and <i>Adhatoda vasica</i> was constructed and was used under present study. <i>In silico</i> analysis was employed with plant-derived phytochemicals. The molecular docking, molecular dynamics simulations over the scale of 1000 ns (1 μs) and ADMET prediction revealed that the <i>Withania somnifera</i> (ashwagandha) and <i>Asparagus racemosus</i> (shatavari) plants possessed various steroidal saponins and alkaloids which could potentially inhibit the COVID-19 virus and even other CoVs targeted HE glycoprotein receptor. Communicated by Ramaswamy H. Sarma
DOI: 10.6084/m9.figshare.21268512.v2
title: Vodoprovodnoye Lake_Bosmina longirostris abundance and demography

description: The datasets contain input data on Bosmina longirostris abundance and demographic characteristics for the Bosmina longirostris population inhabiting the Vodoprovodnoye lake (66°33' N, 33°06' E) during the study season in 2012 and 2013. Two additional files (Conts_VOD_BL_2012 and Conts_VOD_BL_2013) containing the results of contribution analysis, i.e. the ratios of the absolute values of contributions of proportion of adults and fecundity into the change of birth rate calculated for consecutive intervals between samples, have also been uploaded.
DOI: 10.17632/3t5ns4x58r
title: Day Ahead Wind Power Forecast Data

description: This data comprises wind power forecast of a windmill in India with a capacity of 32 MW. This data can be used for developing effective methods for wind power utilization in the absence of power storage systems.
DOI: 10.17632/dpgvc22rth
title: Data for: Research on Fatigue Driving Detection Based on Adaptive Multi-scale Entropy

description: EEG data for 8 male and 8 female individuals
DOI: 10.17632/sc2sp4v9ws
title: Speleothem transition metal enrichment as a paleorecharge proxy - an assessment from 20th-century stalagmites

description: The following contains dataset for Speleothem transition metal enrichment as a paleorecharge proxy - an assessment from 20th-century stalagmites by Natasha Sekhon, Jay L. Banner, Dan O. Breecker, Bryan A. Black, Nathaniel R. Miller under review at Geochimica et Cosmochimica Acta. GCA requires that data supporting the results of observations or experimentation that validate research findings is shared through Mendeley. The dataset contains the trace element concentration for Core 1 and Core 2, two stalagmites that grew over the 20th century.
DOI: 10.6084/m9.figshare.16606721.v1
title: Dataset.xlsx

description: Individual data points.
DOI: 10.6084/m9.figshare.19322171.v1
title: Dataset of Mitochondria and endosomes using LLS-SIM

description: Live RPE1 cells double stained with PKMR for Mitochondria and with plasma membrane deep red (PMDR) for endosomal pathway were acquired within 4.3s per stack using Lattice light-sheet Structure Illumination Microscopy (LLS-SIM).
DOI: 10.6084/m9.figshare.19807777.v1
title: data

description: The subset1 was created by digitizing and curating the seminal report of Amerine and Winkler (1944), which provided grape harvest dates (GHDs), the quality of musts and wines, and wine tasting notes for 148 cultivars from 1935-1941 across five contrasting climatic regions of California. To put this dataset into a climate change context, we collected GHDs and must sugar content (oBrix) records from 1991 to 2018 for four representative cultivars in one of the five studied regions (Napa) in subset2. Finally, we integrated meteorological data of the five regions during 1911-2018 and calculated bioclimatic indices important for grape in subset3. The resulting database is unique and valuable for assessing the fitness between cultivars across environments in order to mitigate the effects of climate change.
DOI: 10.6084/m9.figshare.19991876.v1
title: Bigram Dictionary

description: Dictionary of far-right bigrams for text analysis.
DOI: 10.6084/m9.figshare.6151964.v1
title: Refrigerated storage of pork meat sprayed with rosemary extract and ascorbic acid

description: ABSTRACT: There is an increasing consumer demand to avoid the use of synthetic additives like many antioxidants currently added to food. The objective of this study was to determine the effect of spraying ascorbic acid, rosemary extract and a combination of both on pork meat during refrigerated storage. Pork meat with antioxidants sprayed on the surface was packaged under vacuum and stored (4ºC, 45d). pH, color, lipid oxidation, total aerobic count, drip loss and moisture were evaluated during storage. Results suggested that surface application of rosemary extract and a combination of rosemary extract and ascorbic acid resulted in an effective delay of lipid oxidation of pork meat, without affecting pH, colour or water content during storage. No effect of rosemary extract on microbial growth was observed.
DOI: 10.6084/m9.figshare.7550765.v1
title: SuppData-4: P. waltl Gene Ontology annotation

description: Supplementary Data 4: Gene ontology terms of P. waltl gene models (PLEWA04_ORF). Output of BLAST2GO.
DOI: 10.17632/62wd3gw5jt
title: Data for: Bipolar resistive switching behavior and conduction mechanisms of composite nanostructured TiO2/ZrO2 thin film

description: This research data files include original measurement data.
DOI: 10.17632/pdw696r5zr
title: GST Collections and Monte Carlo Simulations

description: This dataset simulates and analyzes the Goods and Services Tax (GST) collection trends for the Indian states of Maharashtra and Karnataka over a specified period. It combines actual historical data with predictions and Monte Carlo simulations to provide a comprehensive view of potential future GST collections. Below is a detailed breakdown of the dataset's structure, purpose, and analysis methods.
Dataset Structure
Data Fields:
Year: This column contains the years from 2017 to 2023, representing the time frame for which GST collection data is available.
Maharashtra: This column lists the actual GST collections for Maharashtra for each year in the dataset. The values reflect the financial performance of the state in terms of GST revenue.
Karnataka: Similar to the Maharashtra column, this one provides the actual GST collections for Karnataka over the same period.
Purpose of the Dataset
The primary purpose of this dataset is to analyze historical GST collection trends for Maharashtra and Karnataka, predict future growth using linear regression models, and simulate ideal growth scenarios through Monte Carlo simulations. This analysis can help stakeholders—including policymakers, economists, and business analysts—understand potential future revenue trends and make informed decisions regarding fiscal planning and resource allocation.
Analysis Methods
Linear Regression Models:
Linear regression models are trained separately for Maharashtra and Karnataka using historical data to predict future GST collections from 2024 to 2027. This method provides a straightforward approach to estimating future trends based on past performance.
Monte Carlo Simulation:
To explore potential ideal growth scenarios, a Monte Carlo simulation is conducted. This involves simulating future GST collections based on defined growth rate ranges (8% to 12% for Maharashtra and 7% to 11% for Karnataka). The simulation runs 10,000 iterations to account for variability in growth rates.
The results are used to calculate mean projected collections and confidence intervals (5th and 95th percentiles) for both states.
Visualization:
The analysis culminates in a comprehensive visualization that includes:
Actual and predicted GST collections for both states.
Ideal growth trends derived from the Monte Carlo simulation, represented as dashed lines.
Confidence intervals shaded around the ideal trends to illustrate potential variability in future collections.
Summary
In summary, this dataset provides a robust framework for understanding GST collection trends in Maharashtra and Karnataka through historical data analysis, predictive modeling, and simulation techniques. By combining these methods, stakeholders can gain insights into potential future revenue scenarios, assess fiscal health, and plan accordingly. The resulting visualizations effectively communicate these trends, making it easier to interpret complex data and draw actionable conclusions about state revenue projections.
DOI: 10.17632/sjrfcm62vt
title: Organised Crime, Violence and Support for the State

description: Replication files for the article "Organised Crime, Violence and Support for the State".
DOI: 10.17632/y7p73zxkkf
title: Co-Designing to Separate Art from Content with input from Art Experts

description: The purpose of this repository is to contain all of the work done on a series of Co-Design workshops between researchers from the University of Oxford’s Department of Computer Science and Art Experts from various art world institutions. The workshops explored what differentiates ‘art’ from ‘content’ online. The research questions were motivated by a set of design values established during a pre-study series of interviews.
The Study Materials Folder contain the scripts used by the researchers and blank sets of the activities that comprised the Co-Design Workshops. All of the work was conducted through an online whiteboard tool.
The Workshop Outputs Folder contains all of the marked activities for each of the three co-design workshops and the ultimate set of screen designs made by the participants from each workshop.
The Final Screens Folder contains a PDF showing medium-fidelity prototypes that were developed after the contributors cross-examined each others’ workshop outputs. These designs were taken further for a Stakeholder Review for another study.
If there are any questions, please feel free to contact the first author (thomas.von.davier@cs.ox.ac.uk) for any questions regarding the study design and how it can be applied to other situations.
DOI: 10.6084/m9.figshare.19679502.v3
title: Integrated power and water system.xlsx

description: IEEE 33 power distribution systm, 9-node water distribution network
DOI: 10.6084/m9.figshare.25911031.v1
title: Datasets de entrada para análise em "MUDANÇAS NO CICLO ANUAL DE PRECIPITAÇÃO E TEMPERATURA NO TERRITÓRIO BRASILEIRO: REGIONALIZAÇÃO E ANÁLISE DE VARIAÇÃO ENTRE PERÍODOS CLIMATOLÓGICOS"

description: Arquivos com estações, precipitação acumulada e temperatura média dos períodos de 1961 a 1990 e de 1991 a 2020.
DOI: 10.17632/3b5z4tnrr5
title: Raw data for cAMP-related second messenger pathways modulate hearing function in Aedes aegypti mosquitoes

description: Raw data for cAMP-related second messenger pathways modulate hearing function in Aedes aegypti mosquitoes
DOI: 10.17632/4jb2svt9td
title: Under Normoxia Simvastatin Shifts Lipid Metabolism of B16.F10 Melanoma Cells to Support Their Aggressiveness

description: Supplementary data to paper: "Under Normoxia Simvastatin Shifts Lipid Metabolism of B16.F10 Melanoma Cells to Support Their Aggressiveness" by Negrea et al., 2024. 
These data represent: 1) the Supplementary Table corresponding to all the mRNA identified by RNA-seq in B16.F10 melanoma cells treated with lipophilic statin simvastatin (SIM), compared to the untreated cells. Our data revealed a panel of 1512 out of 15905 transcripts with at least 1.5 FR in expression after SIM treatment, with 816 transcripts upregulated, and 696 downregulated compared to the control group; 2) Figure 1. Validation of primer specificity by agarose electrophoresis of PCR products; 3) Figure 2. Relative expression of genes involved in metabolic pathways assessed by RT-qPCR; 4) Supplementary Table 2. GO and KEGG analysis results; 5) Supplementary Table 3. PPI data; 6) Supplementary Table 4. DEGs related to Aggresiveness.
DOI: 10.17632/9gm4f29d32
title: Options selling BANKNIFTY

description: This is the dataset used for option selling prediction using machine learning
DOI: 10.6084/m9.figshare.25998922.v1
title: Data for Global trends and patterns of nitrogen and phosphorus use efficiency for major crops

description: Data for Global trends and patterns of nitrogen and phosphorus use efficiency for major crops
DOI: 10.6084/m9.figshare.26764813.v2
title: GC-MS Data for Crude Oil Fractions

description: Supporting Information - Raw GC-MS data for the manuscript "Exploring canine olfactory generalization using odor profile fractions from native crude oils".
DOI: 10.6084/m9.figshare.27323160.v1
title: Dataset_for_MG_2024.zip

description: Datasets for MG_2024DescriptionThis dataset was used for creating the graphs in the corresponding study. The dataset includes the following files:<b>Hydrodynamics.mat</b>: Contains water surface elevation (Zeta), significant wave height (Hwave), and current velocity (Velocity) data, along with time variables, for three representative locations in the Nakdong River (West, East, and Central Nakdong), corresponding to ND 19, ND 07, and ND 12.<b>Sedimentary.mat</b>: Contains mean grain size (Dmn), sediment fraction (Sf), and bed elevation (Etab) data for the same three locations.<b>Dominant_force.mat</b>: Contains data on estuarine width (Estuarine_width), estuarine length (Estuarine_length), tidal pumping (Tidal_pumping), and significant wave height in the breaking zone (Hwave), which were used to calculate sediment transport rates (Qtide, Qwave, Qriver). The calculated transport ratios are saved under the variable name Ratio.<b>Bathymetry.mat</b>: Records bed elevation data at two-year intervals, along with latitude and longitude, for spatial plotting.Each file is formatted for compatibility with the analyses conducted in this study.Provider: Coastal and Estuarine Morphodynamics Lab, Dept. of Oceanography, Inha UniversityUploading date: 2024/10/29
DOI: 10.6084/m9.figshare.29109308.v1
title: Sequence datasets, alignments, and phylogenetic trees

description: Sequence datasets, alignments, and phylogenetic trees for "Eukaryotic recombinases duplicated after divergence from known Asgardarchaea: implications for the evolution of sex during eukaryogenesis."<br>
DOI: 10.17632/64psx4vkh7
title: Analog Circuits

description: Each file, named File nameCircuit.txt is used for training and testing a system (SVM in our case) which performs the classification of the faults. Therefore It contains a set of data formatted for being the input of a classification software, and containing the following lines: n1 n2 varying components: c1 c2 ...... cNC mag_1,1 pha_1,1 mag_1,2 pha_1,2 ........ mag_1,nf pha1,nf FC_1 mag_2,1 pha_2,1 mag_2,2 pha_2,2 ........ mag_2,nf pha2,nf FC_2 ............. mag_Ne,1 phaNe,1 mag_Ne,2 pha_Ne,2 ........ mag_Ne,nf pha_Ne,nf FC_Ne ------------------- The exact meaning of any element is: n1 = number of input lines (dimension of the input vector) n2 = number of output lines (for this application = 1, because it is a classification problem and we have just one output integer which assumes the value of various classes) mag_i,j = it is the magnitude of i-th sample of the frequency response (the absolute value of the complex frequency response term at that given frequency) mag_i,j = it is the phase in rad of i-th sample of the frequency response (the phase of the complex frequency response term at that given frequency, that arctan(ImF/ReF) in rad) nf = it is the numer of sampling frequencies Ne = it is the number of examples FC_i = it is the correct Fault Class for that sample; the class 0 is "no faulty", otherwise it is an integer which represents the component which is out of tolerance (or, in case of ambiguity groups with a dim &gt; 1, it represents an ambiguity group). as consequence to previous format we can also say that: n1 = 2 x nf (magnitude and phase each sample) mag_i,j are abs values with no normalization in the file and so they are always positive pha_i,j are the original phases in rad, so they are values ranging in the interval [-pi pi], not normalized in the file
DOI: 10.17632/ftmr7ryjrk
title: Near-infrared spectroscopy efficiency in classifying Amazonian wood wastes for bioenergy generation

description: Spectral (obtained on the radial and transverse sides) and qualitative (basic density and moisture) data of tropical wood samples. The spectral signatures associated with multivariate models are able to accurately classify wood wastes according to the basic density, without depending on the practical experience of yard operators.