cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/8cjchphss5.2
title: Impact of Atal Tunnel and Rohtang Ropeway Project on the Tourism Industry in Manali, Himachal Pradesh.

description: This Data was collected as a survey. The survey form was designed on and filled using "Google Forms". Through this survey, we tried to look into peoples' experience about Atal Tunnel Impact on Tourism in Manali and how the propective Rohtang Ropeway project would impact the Tourism Industry.  
All the Respondents were associated with the Tourism Industry like Hoteliers, Taxi Drivers, Travel Agents, Adventure Tour operators, etc. 
The Data on the result of this survey is given in the ".csv" file format. Also, One link is provided to see the summary of this survey through the use of Graphs and lists.  I would suggest any person who is interested in the results, kindly first look at the summary provided through this link. This would make you comfortable in understanding the questions used in the survey and the summary of all responses. 
Kindly feel free to contact me, if you come across any inconveniences in understanding this or need to discuss anything related to this Data Set  (sahilsharmahimalaya@gmail.com).
DOI: 10.17632/dty5vpfrnc.3
title: Residential BB in YRD

description: Residential BB concentrations and contribution in YRD
DOI: 10.17632/g7tjh7tbrj.3
title: ChemTables: dataset for table classification in chemical patents

description: Chemical patents are a commonly used channel for disclosing novel compounds and reactions, and hence represent important resources for chemical and pharmaceutical research.  Key chemical data in patents is often presented in tables.  Both the number and the size of the tables can be very large in patent documents.  In addition, various types of information can be presented in tables in patents, including spectroscopic and physical data,  or pharmacological use and effects of chemicals.  Categorisation of tables based on the nature of their content can help to support finding tables containing key information, improving the accessibility of information in patents that is highly relevant for new inventions. To enable the research on methods for automatic table categorization, we developed a new dataset, called ChemTables, which consists of 788 chemical patent tables with labels of their content type. We also provide a stratified 60:20:20 split for train/dev/test set here, which can be used as a standard split for evaluating methods on table categorization task on this dataset. We have also included the tables in its XML format in Version 3.
DOI: 10.17632/jm62fx668j.1
title: Evaluation of a community education tool for detection of nail melanoma by nail salon technicians_JAAD

description: Supplementary materials for "Evaluation of a community education tool for detection of nail melanoma by nail salon technicians"
DOI: 10.17632/875whp9mkp.1
title: Hepatic deletion of Small Heterodimer Partner alters enterohepatic bile acid content and induces a mild proliferative response in Male Mice. 

description: Supplemental Data and Figures for:
Title: 
Hepatic deletion of Small Heterodimer Partner alters enterohepatic bile acid content and induces a mild proliferative response in Male Mice. 
Authors: 
Ryan Philip Henry Shaw1*, Peter Kolyvas1*, Nathanlown Dang1, Angela Hyon1, and Sayeepriyadarshini Anakk1, 2,,3#
Affiliations:
 1Department of Molecular and Integrative Physiology, 2Beckman Institute for Advanced Science and Technology, 3Division of Nutritional Sciences, University of Illinois at Urbana-Champaign, Urbana, IL.
DOI: 10.14459/2021mp1618587
title: Data underlying the article „Between Synchrony and Turbulence: Intricate Hierarchies of Coexistence Patterns“

description: This data set contains the data underlying the analysis in the article linked below. The data depicted in the figures in the article are found in the directory „paper_figures“, subdivided into subdirectories for the different figures. In the case of some of the figures based on computer simulations, the figure data do not show the immediate spatiotemporal output of a simulation, but is generated by further processing of such spatiotemporal data. In these cases, the direct simulation output is found in a separate directory outside of „paper_figures“. These additional directories are named according to the parameter values of the performed simulation, respectively. The connection of such a directory to the figure(s) in which they are used can be found by comparing parameter values. (This method of dividing the data was chosen because several figures were ultimately derived from the same underlying simulations.) The data set also contains the source code used to generate the numerical data.
DOI: 10.17632/pm725npv43.1
title: Comprehensive index of Medicare reimbursement for general dermatology 2011 to 2021

description: Comprehensive index of the Medicare reimbursement values for a number of general dermatology procedures and services for the years 2011 through 2021 organized by Health Care Procedure Coding System Code and stratified into nominal reimbursement and real reimbursement adjusted for 2021 dollars using the health care consumer price index.
DOI: 10.17632/39hgb83sv9.1
title: Data for: Bridging (identification) divides: Ethnic minority endorsement of new diversity ideologies

description: Here is the the data for the study described in the article:
Gale, J., Yogeeswaran, K., & Verkuyten, M. (2021). Bridging (identification) divides: Ethnic minority endorsement of new diversity ideologies. International Journal of Intercultural Relations, 81, 121–130. https://doi.org/10.1016/j.ijintrel.2021.01.007
DOI: 10.17632/jwtv6xzmz3.1
title: No.16 for gastric cancer

description: Clinical characteristics of GC patients in D2 and D2+PAND groups
DOI: 10.17632/gpy6kbsw9w.1
title: Jewish and Arab Parents’ Perceptions of Inclusion Services in Times of Covid-19 

description: Jewish and Arab Parents’ Perceptions of Inclusion Services in Times of Covid-19
DOI: 10.17632/6fxbcs3hck.2
title: Vehicles OBU Computation Capability (VOCC) Dataset  

description: These datasets are composed of the computing capability of an OBU of vehicles. This computing capability contains processing power RAM, memory storage, the distance between nodes, the transmission rate of the network, and the trust factor. This dataset can be used in distributed computing paradigms like vehicular edge computing, vehicular fog computing, vehicular cloud computing, and Vanets based volunteer computing uses the computation resources of vehicles. Vehicles having more resources are more appropriate for the computing process.  The dataset1, dataset2, and dataset3 contain 18700, 4600, and 250 records respectively.
DOI: 10.17632/kj5zvcn945.1
title: Hotel CSR and WOM dataset

description: The dataset shows three experimental studies raw data of the artical "The impact of corporate social responsibility on hotel brand identification and customer word-of-mouth: the moderating roles of service quality and sense of power". 
Our purposes are (1) to verify the effect of CSR on positive customer WOM and to investigate the mediating effects of brand identification as a possible mechanism for understanding customer responses to hotel CSR; (2) to investigate the moderating role of service quality (from hotel perspective) and (3) to examine the moderating effect of customer's sense of power (from customer perspective) in influencing customer's responses to hotel CSR.
DOI: 10.17632/xjv5ymk8zs.1
title: Data associated with the article entitled Correlated evolution of fish host length and parasite spore size: A tale from myxosporeans inhabiting elasmobranchs

description: R code, alignments, and tables with details about host and parasite used in analyses for the paper of Lisnerova et al. entitled "Correlated evolution of fish host length and parasite spore size: A tale from myxosporeans inhabiting elasmobranchs".
DOI: 10.17632/3x46h9642r.1
title: A Pilot Study: Effectiveness and Cost-Efficiency of Lottery Incentive in Promoting Walking

description: A Pilot Study: Effectiveness and Cost-Efficiency of Lottery Incentive in Promoting Walking
- Data of Participants'
DOI: 10.17632/v7p5bnw7w4.1
title: Removal of barriers between China-India trade: A counterfactual analysis using GEPPML.

description: This cross section data set for the year 2016 can be broadly split into two categories, which include: (i) data on international and intra-national trade; and (ii) data on standard geographical gravity variables
The data on aggregated bilateral trade flows comes from the International Monetary Fund’s Direction of Trade Statistics. The data on intra-national or domestic trade flows has been taken from the International Trade and Production Database for Estimation of the United States International Trade Commission.
Data on standard geographical gravity variables - bilateral distance and contiguous border has been taken from the Centre d’Etudes Prospectives et d’Informations Internationales Geo Dist Database
DOI: 10.17632/gx9mbxvnf2.2
title: Raman, ATR-FTIR, WAXD, SAXS, DSC data of PET mono- and PET/PA6 bicomponent filaments

description: Structural data was obtained from monocomponent melt-spun and offline drawn poly(ethylene terephthalate) (PET) monofilaments and melt-spun bicomponent core-sheath PET-polyamide 6 (PET-PA6) fibers. The data comprises: Raman maps of filament cross-sections, attenuated total reflection Fourier transform infrared spectroscopy (ATR-FTIR) spectra, wide-angle x-ray diffraction (WAXD) patterns and azimuthal- and radial profiles, small-angle x-ray scattering (SAXS) patterns, differential scanning calorimetry (DSC) curves and an atomic force microscopy (AFM) image of an embedded fiber cross-section.
DOI: 10.6084/m9.figshare.16574297
title: Supplementary Material for: Verona Evidence-Based Meeting (EBM) 2020 on Intraductal Papillary Mucinous Neoplasms (IPMNs) of the Pancreas: Meeting Report

description: Medicine
DOI: 10.6084/m9.figshare.16574297.v1
title: Supplementary Material for: Verona Evidence-Based Meeting (EBM) 2020 on Intraductal Papillary Mucinous Neoplasms (IPMNs) of the Pancreas: Meeting Report

description: Medicine
DOI: 10.17632/5chmzk7zvf.1
title: Atezolizumab Treatment for TNBC

description: Despite remarkable success of immune checkpoint blockade with chemotherapy, their efficacies in triple negative breast cancer (TNBC) are controversial. We utilized a non-invasive metabolomic and proteomic approach to comprehensively profile serum metabolites and proteins in 20 advanced TNBC patients treated with paclitaxel or its combination with atezolizumab, an antibody against programmed cell death protein 1 ligand 1(PDL1). In total, 1441 metabolites and 1254 proteins were quantified in patient sera at baseline, 4 weeks after treatment initiation, and disease progression. We found that high levels of lipids, tricarboxylic acid cycle (TCA) intermediates and free fatty acids at baseline could predict effective responses to the combination therapy. Notably, lipids exhibited dramatic decline following atezolizumab treatment, but instead showed increase after paclitaxel treatment. Our data point to new ways of targeting metabolic reprogramming to improve the efficacy of cancer immune intervention therapy.
DOI: 10.17632/zwxxscny6x.3
title: Impaired emotion perception and categorization in semantic aphasia

description: This data was collected for the manuscript 'Impaired emotion perception and categorization in semantic aphasia'. We studied a sample of left hemisphere stroke patients with 'semantic aphasia', characterised as multimodal impairment in the controlled retrieval of semantic concepts. We tested the constructionist hypothesis of emotion; that emotion perception and categorization is dependent on conceptual representations of discrete emotion states. Based on this hypothesis, impaired semantic processing may also manifest as impaired emotion processing. We assessed the effects of impaired semantic control on the ability to categorize discrete facial emotion portrayals, across two studies. We found evidence for baseline impairments in emotion categorization across two studies. We also found anticipated cueing effects, where facilitating access to relevant conceptual information aided emotion categorization, while distracting miscues had deleterious effects on accuracy. All collected and processed data is uploaded here. The document 'Impaired emotion perception and categorization in semantic aphasia – Data Guide' can be used a guide for interpreting the data with reference to the manuscript.
DOI: 10.17632/y7hvt8j5f5.2
title: Dataset and Python code for Mask paper and Spherical QFD analysis

description: The product review files of five products downloaded from E-commerce portal, Python code used in this study, list of experts contacted for QFD are attached in this
DOI: 10.17632/3d22jj39ch.1
title: LINF_180007000

description: UDP-galactopyranose mutase | GLF
Leishmania infantum (strain JPCM5)
DOI: 10.17632/9wpvypzj9y.2
title: electroMicroTransport v2107: Open-source toolbox for paper-based electromigrative separations

description: Paper-based electromigrative separations have recently gained relevance due to the rise of paper-based microfluidic devices and their combination with electrophoretic methods, used for many different analytical applications [1]. A new version of the open source toolbox electroMicroTransport for the numerical solution of electromigrative separations is presented, now featuring support for porous substrates, like paper, nitrocellulose and other materials used in paper-based microfluidics. This new version is based on a novel mathematical model for these phenomena recently published by our group. Similar to its previous versions, the toolbox was implemented using OpenFOAM®, meaning that it features native 3D problem handling, support for parallel computation, and a GNU GPL license. This new version of electroMicroTransport includes full support for electroosmotic flow and the novels mechanical and electrical dispersion effects. It is now integrated with a well-recognized electrolyte database with its own management utility, and also includes a renewed algorithm for computing and controlling the electric current drainage in arbitrary surfaces. Moreover, for the first time electroMicroTransport is available for installation as a Docker image, which means that it is able to correctly run on any operating system. Finally, new tutorial examples and a user manual are provided. This new version of electroMicroTransport will enable efficient and reliable numerical prototypes of paper-based electromigrative separations to boost the continuous growth of paper-based microfluidics.
DOI: 10.5281/zenodo.4626369
title: Data set regarding snow algal modeling

description: This is a data set for using the snow algae model (Onuma et al., 2018; 2020). The content is as below. - data: observed algal cell concentration on the surface snow worldwide (CSV files). model input and output data (CSV files). output data simulated with Bio-MATSIRO (netCDF files). - python: programs for the visualization (python scripts) - figure: png files created by the python scripts
description: The uploaded figures and a python script were slightly modified.
DOI: 10.6084/m9.figshare.14332580.v2
title: BTCH2.0.zip

description: An improved global gross primary production dataset covering 1980–2018<br>
DOI: 10.5281/zenodo.4674361
title: Data analysis pipeline for investigating drug-host-microbiome relationships in cardiometabolic disease (MetaCardis cohort).

description: *******************************************************************<br> MetaDrugs workflow<br> ******************************************************************* Data analysis pipeline for investigating drug-host-microbiome relationships in cardiometabolic disease (MetaCardis cohort). For questions and requests, please contact:<br> Sofia K. Forslund (sofia.forslund@mdc-berlin.de)<br> and Till Birkner (till.birkner@mdc-berlin.de) *******************************************************************<br> Contents:<br> -------------------------------------------------------------------<br> Data files:<br> metadata.tar.gz - archived cohort metadata files<br> input_features.tar.gz - archived preprocessed serum and urine metabolome and gut microbiome features<br> output.tar.gz - archived example analysis output files for each of the input feature file<br> -------------------------------------------------------------------<br> Text files:<br> archived in feature_names.tar.gz:<br> atcs_names - full names for atcs drug compounds<br> contrast_names - full names for disease comparison groups<br> file_names - brief description of the files in input_features folder<br> gmm_names - full names of GMM modules<br> kegg_names - full names of KEGG modules<br> ko_names - full names of KO modules<br> metadata_names - full names of metadata features<br> mOTU_names - species names for metagenomics data<br> taxon_names - taxon names for metagenomics data<br> -------------------------------------------------------------------<br> Scripts:<br> -------------------------------------------------------------------<br> runFrame.r - main wrapper script envoking the analysis pipeline<br> -------------------------------------------------------------------<br> runFrame_rel_comb.r - script calculating drug combination effects<br> runFrame_rel.r - script calculating dosage effects<br> testCombPresenceSeparate.r - testing of significant drug combination effects beyond single drug effects<br> testDosagePresenceSeparate.pl - testing of significant drug dosage effects beyond single drug effects<br> testDosagePresenceSeparateNegative.pl - testing of unique drug dosage effects beyond single drug effects<br> -------------------------------------------------------------------<br> prettifyResults_uncollapsed.pl - wrapper scripts to create and format a single analysis output file<br> makeTables.r - wrapper script to make excel tables with analysis results<br> -------------------------------------------------------------------<br> Example output file:<br> -------------------------------------------------------------------<br> output_all_formatted_noc_uncollapsed.r - contains all disease-drug-host-microbiome feature analysis results in one place.
DOI: 10.5281/zenodo.4720172
title: Data analysis pipeline for investigating drug-host-microbiome relationships in cardiometabolic disease (MetaCardis cohort).

description: *******************************************************************<br> MetaDrugs workflow<br> ******************************************************************* Data analysis pipeline for investigating drug-host-microbiome relationships in cardiometabolic disease (MetaCardis cohort). For questions and requests, please contact:<br> Sofia K. Forslund (sofia.forslund@mdc-berlin.de)<br> and Till Birkner (till.birkner@mdc-berlin.de) *******************************************************************<br> Contents:<br> -------------------------------------------------------------------<br> Data files:<br> metadata.tar.gz - archived cohort metadata files<br> input_features.tar.gz - archived preprocessed serum and urine metabolome and gut microbiome features<br> output_complete.tar.gz - archived example analysis output files for each of the input feature file<br> output_rerun.tar.gz - archived empty directory for generating test output files as described in this document<br> -------------------------------------------------------------------<br> Text files:<br> archived in feature_names.tar.gz:<br> atcs_names - full names for atcs drug compounds<br> contrast_names - full names for disease comparison groups<br> file_names - brief description of the files in input_features folder<br> gmm_names - full names of GMM modules<br> kegg_names - full names of KEGG modules<br> ko_names - full names of KO modules<br> metadata_names - full names of metadata features<br> mOTU_names - species names for metagenomics data<br> taxon_names - taxon names for metagenomics data<br> -------------------------------------------------------------------<br> Scripts:<br> -------------------------------------------------------------------<br> runFrame.r - main wrapper script envoking the analysis pipeline<br> -------------------------------------------------------------------<br> runFrame_rel_comb.r - script calculating drug combination effects<br> runFrame_rel.r - script calculating dosage effects<br> testCombPresenceSeparate.r - testing of significant drug combination effects beyond single drug effects<br> testDosagePresenceSeparate.pl - testing of significant drug dosage effects beyond single drug effects<br> testDosagePresenceSeparateNegative.pl - testing of unique drug dosage effects beyond single drug effects<br> -------------------------------------------------------------------<br> prettifyResults_uncollapsed.pl - wrapper scripts to create and format a single analysis output file<br> makeTables.r - wrapper script to make excel tables with analysis results<br> -------------------------------------------------------------------<br> Example output file:<br> -------------------------------------------------------------------<br> output_all_formatted_noc_uncollapsed_complete.tsv - contains all disease-drug-host-microbiome feature analysis results in one place.<br> *******************************************************************
DOI: 10.5281/zenodo.4018678
title: School engagement, SRL and academic achievement

description: This data set corresponds to the analyses carried out in the following article: Estévez, I., Rodríguez-Llorente, C., Piñeiro, I., González-Suárez, R., & Valle, A. School Engagement, Academic Achievement, and Self-Regulated Learning. <em>Sustainability, 13</em>, 3011. https://doi.org/10.3390/su13063011 Measures of school engagement, self-regulation and academic performance of a group of primary school students are included.
description: Funding: This study was performed thanks to financing from research project EDU2013-44062-P (MINECO) and EDU2017-82984-P (MEIC) and financing received by two of the authors from the FPU program (FPU18/02191) and the FPI program (PRE2018-084938) from the Ministry of Science, Innovation, and Universities.
DOI: 10.5281/zenodo.5036957
title: Directory of the European Parliament members

description: Over the past twenty-five years, a field of research into the careers of Members of European Parliament (MEPs) has developed. Drawing on a massive amount of accessible open data, we have assembled an updated database comprising all MEPs between 1979 and September 2019. This dataset contains (some) socio-demographic informations about MEP’s and their carreer paths in EP. Data were scraped from the EP website. Metadata are filled separately in a rich text format (.rtf) document.
DOI: 10.5281/zenodo.4020365
title: COVID-19: Sociodemographic characteristics and stress

description: This data set corresponds to the analyses carried out in the following article: Rodríguez, S., Valle, A., Piñeiro, I., Rodríguez-Llorente, C., Guerrero, E., & Martins, L. (2020). Sociodemographic characteristics and stress of people confined by COVID-19. <em>Eur. J. Investig. Health Psychol. Educ.</em> <strong>2020</strong>, <em>10</em>(4), 1095-1105. https://doi.org/10.3390/ejihpe10040077 It studies the socio-demographic variables that might predict stress and stress poor management during the confinement situation resulting from the COVID-19 pandemic.