cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.4943312
title: GitTables 1.7M

description: <strong>Summary</strong> GitTables (https://gittables.github.io) is a corpus of currently 1.7M relational tables extracted from CSV files on GitHub, we aim to grow this to at least 10M tables. Each file in this corpus represents a table with the original content (e.g. values and header) as extracted from the corresponding CSV file. Table columns were also annotated with &gt;2K semantic types from Schema.org and DBpedia (provided separately). These column annotations consist of, for example, semantic types, hierarchical relations to other types, and descriptions. We believe GitTables can facilitate many use-cases, among which: Data integration, search and validation. Data visualization and analysis recommendation. Schema analysis and completion for e.g. database or knowledge base design. If you have questions, the paper, documentation, and contact details are provided on the website: https://gittables.github.io. <strong>Dataset contents</strong> The data is provided in subsets of tables stored in parquet files, each subset corresponds to a term that was used to query GitHub with. The column annotations and other metadata (e.g. URL) are attached to the metadata of the parquet file. In summary, this dataset can be characterized as follows: Statistic Value # tables 1.7M average # columns 25 average # rows 209 # annotated tables (at least 1 column annotation) 1.0M (DBpedia), 1.5M (Schema.org) # unique semantic types 1218 (DBpedia), 924 (Schema.org) <strong>Future releases</strong> Future releases will include the following: Licensed tables along with their licenses Improved curation (e.g. better parsing, removal of social media content, anonymization) Raw CSV files <strong>Responsible use</strong> This dataset corresponds to the 1.7M tables used for the analysis in the GitTables paper: https://arxiv.org/abs/2106.07258. Version 0.0.4 of GitTables (the current) contains tables extracted from CSV files from <em>public</em> GitHub repositories. Some tables might therefore not be associated with a permissive license. While the new (fully licensed) set is constructed, GitHub's API can be used to retrieve the license associated with each table based on the URL in the metadata. Please be aware that tables might still exhibit sensitive, harmful or otherwise undesired data. The next release will be curated to mitigate this. If any issue with the content is observed please report this to us using the contact form on https://gittables.github.io so that we can mitigate the issue.
DOI: 10.5281/zenodo.6340844
title: Sample accession list for "Malaria protection due to sickle haemoglobin depends on parasite genotype"

description: This dataset contains a list of sample accessions and associated metadata for <em>P.falciparum</em><br> DNA samples sequenced for the analysis presented in the paper: <strong>Malaria protection due to sickle haemoglobin depends on parasite genotype</strong> Gavin Band, Ellen M. Leffler, Muminatou Jallow, Fatoumatta Sisay-Joof, Carolyne<br> M. Ndila, Alexander W. Macharia, Christina Hubbart, Anna E. Jeffreys, Kate Rowlands, Thuy<br> Nguyen, Sónia Gonçalves, Cristina V. Ariani, Jim Stalker, Richard D. Pearson, Roberto<br> Amato, Eleanor Drury, Giorgio Sirugo, Umberto d'Alessandro, Kalifa A. Bojang, Kevin<br> Marsh, Norbert Peshu, Joseph W. Saelens, Mahamadou Diakité, Steve M. Taylor10, David J.<br> Conway, Thomas N. Williams, Kirk A. Rockett, Dominic P. Kwiatkowski Nature (2021) doi: 10.1038/s41586-021-04288-3 <strong>bioRxiv link</strong>: doi.org/10.1101/2021.03.30.437659. The data contains: i. a single tab-delimited text file containing accessions and sequence read quality control-related information related to the processing described in [1], and ii. a README file describing the contents of the data in markdown and HTML format. Please see the enclosed README file for full details. A full list of datasets which have been released with this manuscript can be found on the MalariaGEN website.
description: r2: Updated to fix citation and add information on year of recruitment. r3: Updated to add Sanger sample ID to catalogue. r4: Updated to add ENA run accessions in addition to the ENA sample accessions
DOI: 10.5281/zenodo.5723515
title: Sample accession list for "Malaria protection due to sickle haemoglobin depends on parasite genotype"

description: This dataset contains a list of sample accessions and associated metadata for <em>P.falciparum</em><br> DNA samples sequenced for the analysis presented in the paper: <strong>Malaria protection due to sickle haemoglobin depends on parasite genotype</strong> Gavin Band, Ellen M. Leffler, Muminatou Jallow, Fatoumatta Sisay-Joof, Carolyne<br> M. Ndila, Alexander W. Macharia, Christina Hubbart, Anna E. Jeffreys, Kate Rowlands, Thuy<br> Nguyen, Sónia Gonçalves, Cristina V. Ariani, Jim Stalker, Richard D. Pearson, Roberto<br> Amato, Eleanor Drury, Giorgio Sirugo, Umberto d'Alessandro, Kalifa A. Bojang, Kevin<br> Marsh, Norbert Peshu, Joseph W. Saelens, Mahamadou Diakité, Steve M. Taylor10, David J.<br> Conway, Thomas N. Williams, Kirk A. Rockett, Dominic P. Kwiatkowski Nature (2021) doi: 10.1038/s41586-021-04288-3 <strong>bioRxiv link</strong>: doi.org/10.1101/2021.03.30.437659. The data contains: i. a single tab-delimited text file containing accessions and sequence read quality control-related information related to the processing described in [1], and ii. a README file describing the contents of the data in markdown and HTML format. Please see the enclosed README file for full details. A full list of datasets which have been released with this manuscript can be found on the MalariaGEN website.
description: r2: Updated to fix citation and add information on year of recruitment. r3: Updated to add Sanger sample ID to catalogue. r4: Updated to add ENA run accessions in addition to the ENA sample accessions
DOI: 10.6084/m9.figshare.14357225
title: effect of ocean acidification on a sponge-coral species interaction

description: Files associated with differential gene expression analysis for a project testing the effect of ocean acidification on a sponge-coral species interaction
DOI: 10.6084/m9.figshare.14357225.v2
title: effect of ocean acidification on a sponge-coral species interaction

description: Files associated with differential gene expression analysis for a project testing the effect of ocean acidification on a sponge-coral species interaction
DOI: 10.6084/m9.figshare.14357225.v1
title: effect of ocean acidification on a sponge-coral species interaction

description: Files associated with differential gene expression analysis for a project testing the effect of ocean acidification on a sponge-coral species interaction
DOI: 10.48370/ofd/cf8km7
title: Mollisia cinerea (Batsch) P.Karst., 2190

description: Fungarium Macromycetes
DOI: 10.21961/mdm:44884
title: UKHD - Universitäts-Frauenklinik, Sektion Senologie Verlaufsblatt - Mamma Carcinom

description: Routinedokumentation der Universitäts-Frauenklinik, Sektion Senologie Verlaufsblatt - Mamma Carcinom - Multimodale Brustdiagnostik. Sektionsleiter Senologie: Prof. Dr. med. Jörg Heil, MHBA
DOI: 10.5281/zenodo.6340955
title: Raw Data for the article: Use of 27G needles improves sensitivity and performance of ATCC anaerobe reference microorganism detection in BacT/Alert system

description: Effective detection of microbiological contaminations present in medicinal cellular products is a crucial step to ensure patients' safety. In recent decades, several rapid microbiological methods have been developed and validated, but variabilities linked to the use of different resources have led to discordant validation of methods and performance results. Considering this, while developing an in-house BacT/Alert-based method, we evaluated all of the materials used in its validation. Of particular importance, we noticed that the syringe gauge used to inject the samples into the bottles was crucial to obtain robust results. We chose to conduct a comparative test between the BacT/Alert system and the compendial method described in the European Pharmacopoeia, using five dilutions of nine reference microorganism strains and 21G or 27G needles. Our results confirmed that the BacT/Alert system is a valid and faster alternative method to assess sterility of clinical cell therapy products, and that the use of 27G needles increases its sensitivity to detect reference anaerobe microorganisms.
DOI: 10.5281/zenodo.6340954
title: Raw Data for the article: Use of 27G needles improves sensitivity and performance of ATCC anaerobe reference microorganism detection in BacT/Alert system

description: Effective detection of microbiological contaminations present in medicinal cellular products is a crucial step to ensure patients' safety. In recent decades, several rapid microbiological methods have been developed and validated, but variabilities linked to the use of different resources have led to discordant validation of methods and performance results. Considering this, while developing an in-house BacT/Alert-based method, we evaluated all of the materials used in its validation. Of particular importance, we noticed that the syringe gauge used to inject the samples into the bottles was crucial to obtain robust results. We chose to conduct a comparative test between the BacT/Alert system and the compendial method described in the European Pharmacopoeia, using five dilutions of nine reference microorganism strains and 21G or 27G needles. Our results confirmed that the BacT/Alert system is a valid and faster alternative method to assess sterility of clinical cell therapy products, and that the use of 27G needles increases its sensitivity to detect reference anaerobe microorganisms.
DOI: 10.21954/ou.rd.19277147
title: Photometric Light Curves for near-Earth Asteroid 159402 (1999 AP10)

description: Light curves for near-Earth asteroid 159402 (1999 AP10) from Physics Innovations Robotic Telescope Explorer (PIRATE) photometric observations.<br>
DOI: 10.21954/ou.rd.19277147.v1
title: Photometric Light Curves for near-Earth Asteroid 159402 (1999 AP10)

description: Light curves for near-Earth asteroid 159402 (1999 AP10) from Physics Innovations Robotic Telescope Explorer (PIRATE) photometric observations.<br>
DOI: 10.21954/ou.rd.19278188
title: Near-Earth Asteroid 159402 (1999 AP10) - Photometric Phase Curve Data from PIRATE Telescope

description: Phase curve data for near-Earth asteroid 159402 (1999 AP10) constructed photometric data from the Physics Innovations Robotic Telescope Explorer (PIRATE) located at Observatorio del Teide, Tenerife.<br>Phase curve data is derived from rotational light curves derived from image data.<br>
DOI: 10.21954/ou.rd.19278188.v1
title: Near-Earth Asteroid 159402 (1999 AP10) - Photometric Phase Curve Data from PIRATE Telescope

description: Phase curve data for near-Earth asteroid 159402 (1999 AP10) constructed photometric data from the Physics Innovations Robotic Telescope Explorer (PIRATE) located at Observatorio del Teide, Tenerife.<br>Phase curve data is derived from rotational light curves derived from image data.<br>
DOI: 10.14278/rodare.1465
title: Data Publication: What is the speed limit of martensitic transformations?

description: Measured synchrotron data and calculated thermal evaluation during irradiation with the laser pulse.
DOI: 10.14278/rodare.1464
title: Data Publication: What is the speed limit of martensitic transformations?

description: Measured synchrotron data and calculated thermal evaluation during irradiation with the laser pulse.
DOI: 10.17034/04a9ffbe-e0c6-44e4-98bc-a2d30df3424c
title: Data for "Many-body theory of positron binding to polyatomic molecules"

description: Additional data for the publication [J. Hofierka, B. Cunningham, C.M. Rawlins, C.H. Patterson and D. G. Green, "Many-body theory of positron binding to polyatomic molecules", Nature XX, XXXX (2022)]. Note that source data for all figures and extended data figures can be found in the paper. This data set contains a list of input files and a *.tar file of the EXCITON+ code used to generate the results of the paper. An example output file is also included. The code was run on the Kelvin2 Tier-2 UK supercomputing cluster, on 1 to 4 AMD (128CPU, 768GB RAM nodes). Note that the code is not currently well commented nor documented: we intend to detail the EXCITON+ code and its capabilities in a subsequent publication.
DOI: 10.17632/3p3gzrwv4j.1
title: Data on key performance indicators and organizational performance in Saudi Arabia telecommunication companies

description: The data was got from a survey questionnaire using a cross-sectional approach for 377 employees in middle and top management levels in Saudi Arabia telecommunication companies.
DOI: 10.17632/3tj2hny9p8.1
title: Diagnostic Appraisal of Sorghum Farming System in Sierra Leone

description: Data collection was through structured interviews, observations on sorghum fields, and discussions with focus groups. The semi-structured questionnaires were designed on topics related to the general socioeconomic characteristics of the respondents and household characteristics, farming system, sorghum genetic diversity, sorghum utilization and business performance, sorghum production constraints, and lastly, farmers’ preferred traits in sorghum for Sierra Leone. Sorghum traits were predefined from literature and through discussion with farmers.
DOI: 10.17632/w6j2r7zgw9.2
title: Data for: Insights into the geometry and faulting style of the causative faults of the M6.7 1805 and M6.7 1930 earthquakes in the Southern Apennines (Italy) from coseismic hydrological changes

description: Figure 1 and Figure 3 are the original .ai figures summarizing all the hydrological changes associated to the 1805 and 1930 earthquakes.
The two .kml datasets plot the distribution of the hydrological changes associated to the 1805 and 1930 earthquakes in Google Earth.
DOI: 10.17632/h5vvtm3srx.1
title: Efficiency of mobile health on psychological outcomes in patients with coronary heart disease: a systematic review and meta-analysis

description: Meta analysis was conducted to review English and Chinese randomized, controlled trials that investigated the effects of mobile health interventions on psychological outcomes in patients with coronary heart disease. A systematic search of Medline, Cumulative Index of Nursing and Allied Health Literature, Excerpta Medica data BASE, Scopus, China National Knowledge Infrastructure, Sinomed, and Wanfan was carried out. It verified that mobile health interventions reduce anxiety and depression levels in coronary heart disease patients.
DOI: 10.17632/hvshn2p4dv.1
title: Healthier over time? Period effects in health among older Europeans in a step-wise approach to identification

description: These are the replication files for the article 'Healthier over time? Period effects in health among older Europeans in a step-wise approach to identification' published in Social Science & Medicine, vol. 297, https://doi.org/10.1016/j.socscimed.2022.114791
DOI: 10.17632/pt328z52sm.1
title: Effects of feed supplementation of Thymus vulgaris (Lamiaceae) powder on growth performance, carcass characteristics and blood profiles of maturing Cameroonian local kabir rooster

description: The present study was conducted to evaluate the effects of dietary supplementation of Thymus vulgaris on growth performance, morphometric, carcass, and blood parameters in local Kabir rooster. Chicks were randomly assigned to one of the four dietary treatments (10 chicks per treatment). One group (T0) received a basal diet, two others received a basal diet supplemented with 0.5% (T5) and 1% (T10) of thyme while the fourth (TOxy) received Oxykel 80 WP. Feed intake was calculated, body weight and morphometric traits were recorded. Hematological analyses and the carcass parameters were evaluated. Feed supplemented gradual level of thyme resulted in a significant improvement in the overall performance parameters compared to the control. Roosters fed 1% thyme displayed a better feed conversion ratio than others (P<0.05). They showed the highest body weight gain, carcass weight, and heart relative weight compared to the values obtained in birds fed the basal diet. A significant decrease of spleen and gizzard relative weights was recorded in chicken fed on thyme. Except for the wing length, the chest circumference, and thigh diameter, dietary treatment had a significant effect on the body measurement characteristics (P<0.05). But the gain values of neck length, chest circumference, and tarsus length were significantly increased in chicken fed thyme supplemented diets (P<0.05). Roosters fed on thyme also had higher (P<0.05) red and white blood cells, hematocrit and mean corpuscular hemoglobin concentration. It could be concluded that thyme could be included in local chicken diets to promote their growth performance, improve their carcass characteristics and health status.
DOI: 10.17632/2p5rngm4rk.2
title: Habitat-builders complexity boosts associated fauna functional trait diversity (Zostera marina meadows, Baltic Sea)

description: This dataset was used to investigate if macrofauna faunal standing stocks and richness (both taxonomic and functional) are related to the habitat-builders presence and structural characteristics (density, biomass, diversity) in temperate Zostera marina meadows. Samples were collected by scuba divers and analyzed in the laboratory for species composition. Univariate and multivariate data were statistically analyzed for species diversity, composition, and functional diversity. Macrofauna density and biomass responded positively to seagrass presence despite the differences in meadows characteristics. Effects of vegetation differed between species richness (enhanced at all vegetated sites regardless of meadow development) and trait richness (enhanced only in a meadow with the greatest macrophyte diversity).
DOI: 10.17632/y9jg7xd4fp.1
title: Neave et al., 2022 - Toward on-farm measurement of personality traits. 

description: Supplementary material. Figures S1 to S3.
DOI: 10.17632/nvc8bcf5jk.1
title: Vol. 15(1), 2022

description: For full text and other information, please visit: https://escs.birjand.ac.ir/issue_294_295.html?lang=en
DOI: 10.17632/jgss92g4y3.2
title: The sources, molecular compositions, and light absorption properties of water-soluble organic carbon in marine aerosols from South China Sea to the eastern Indian Ocean

description: This original data of paper entitle “The sources, molecular compositions and light absorption properties of water-soluble organic carbon in marine aerosols from South China Sea to eastern Indian Ocean”
DOI: 10.17632/b4gcgybvt6.4
title: Clustered Shortest-Path Tree Problem Instances

description: + The tested data for Clustered Shortest-Path Tree Problem. 
+ The tested data were created based on the MOM of the Clustered Traveling Salesman Problem (https://www.sciencedirect.com/science/article/pii/S0305054812002122)
+ Get from: D:\OneDrive - moet.edu.vn\MyData\Read\Source code\10. MFO\W. Benchmarks\04.Clustered_Tree_Instance_From_Clustered_TSP\Instances\Clustered_Tree_instances\MOM_Lib
DOI: 10.17632/2vphhkcrjj.2
title: Jamaican Anoles Dewlap data

description: Relationship between dewlap size and colouration with bite force and telomere attrition in captive anoles. Small sample size.
DOI: 10.17632/3xs5c99wmh.3
title: Investigation of the Performance of Mock-Target IR Thermography for Indoor Air Temperature Measurements under Transient Conditions

description: This dataset presents the response of the methodology of Mock Target IR Thermography (Fokaides et al., 2016) under dynamic conditions. Finite element model (FEM) analysis and laboratory measurements were involved for this work. Concerning the environmental chamber heating, the mechanisms of (underfloor heating, radiator heating, ventilation heating) were employed. The numerical model was validated against the experimental measurements. The measured air room temperature with thermocouples, Mock target IR thermography and numerically calculated mock target temperatures are presented.
DOI: 10.17632/bmbr893c5v.1
title: Analytical expressions for PID controller parameters for standard transfer functions 

description: For liquid level control of coupled tank process, the following tuning rules are used to design conventional PI controller for robustness.
DOI: 10.17632/3h5pkgzbng.2
title: Input data and detailed numerical results for 'Using iteration information to generate optimal non-parametric Value at Risk portfolios with a large number of assets'

description: Each experiment contains a README file.
DOI: 10.17632/h82gspgkpf.1
title: Dataset on photocatalytic degradation of Levofloxacin using hydroxyapatite photocatalyst: Optimization by response surface methodology

description: Response surface methodology on the optimization of Levofloxacin photodegradation using hydroxyapatite catalyst
DOI: 10.17632/tsnr3223bw.1
title: ZEH_RSER

description: Online survey
DOI: 10.17632/szvt6p48xd.1
title: IMPACTS OF EMOTIONAL COMPETENCIES ON EMPLOYEES PERFORMANCE AT WORKPLACE WITH SPECIAL REFERENCE TO IT SECTOR

description: ABSTRACT
Emotion plays a major role in the individual’s behavior. Each and every individual has different sort of Emotions at different places according to the situations. Employees who are working in the IT sectors face different emotions in their day to day life. These emotions include; anger, happiness, sad, fear, surprise, and many more. All these emotions may differ from person to person. Emotional Competency refers to the skills which the individuals identify themselves, analyze and interpret accordingly so that they come to know where and when to use such competencies in order to be effective. Every Individual employee has their own set of Emotional Competencies which is being used in their workplace which in turn affects their Performance. Some of the Emotional competencies include self awareness, Leadership, relationship building, team coordination and so on. The problem is that whether the employees are really aware about all these competencies, how they apply all these competencies in their workplace and what sort of impacts it creates in the workplace is unknown. Therefore this study is conducted to find out the Impacts of Emotional Competencies on employees performance at workplace. Primary data using Questionnaire is used to find out the results from the employees of IT Sector. Some of the statistical techniques like Reliability Analysis, Percentage analysis, Factor Analysis, ANOVA are used.

Key words: Emotions, Emotional Competencies, Employees Performance.
DOI: 10.17632/6chvkxktr5.1
title: Supplementary Information of  "A non-centrosymmetric square lattice with an axial-bending coupling"

description: Supplementary information of A non-centrosymmetric square lattice with an axial-bending coupling, Materials & Design, 2022, 110532
https://doi.org/10.1016/j.matdes.2022.110532
DOI: 10.17632/53k6t2563y.2
title: Towards Small Business Excellence: The Role of Talent Management, Organizational Culture and Synergized Innovative Climate

description: 1.	Data is useful in providing insights Understanding how talent identification and selection methods change in SMEs can help business owners support their firm's growth. 
2.	This data will serve as a foundation for future talent management research, particularly those aimed at uncovering the factors that influence talent management's unique position in organizational outcomes.
3.	This data will be useful to bridge the gap that talent management in SMEs differs from large businesses by providing a theoretical rationale for the applicability of the concept of talent management as it is conceptualized in large businesses to the SME context.
4.	Data is useful to extends the understanding of talent management by examining role of organizational culture and synergized innovative climate as moderating variables on the paradox of relationship between talent management and organizational performance in small business, specifically in Central Java, Indonesia.