cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.14472915.v3
title: How Many Online Workers?

description: An unknown number of people around the world are earning income by working through online labour platforms such as Upwork and Amazon Mechanical Turk. We combine data collected from various sources to build a data-driven assessment of the number of such online workers (also known as online freelancers) globally. Our headline estimate is that there are 163 million freelancer profiles registered on online labour platforms globally. Approximately 19 million of them have obtained work through the platform at least once, and 5 million have completed at least 10 projects or earned at least $1000. These numbers suggest a substantial growth from 2015 in registered worker accounts, but much less growth in amount of work completed by workers. Our results indicate that online freelancing represents a non-trivial segment of labour today, but one that is spread thinly across countries and sectors. <br>
DOI: 10.6084/m9.figshare.17126315.v1
title: Trypoxylus dichotomus RNA-seq Td11

description: RNA-seq analysis of Japanese rhinoceros beetly Trypoxylus dichotomus. We analyzed 16 RNA-seq libraries created from a wide variety of tissues of both sexes and developmental stages: 5 tissues (brain, hindgut, fat body, testis and ovary) and from whole embryos of 6 time points from middle to late developmental stages. <br><br>A set of GM4 gene models (doi: 10.6084/m9.figshare.17126306) were used as a reference.<br><br>5 files are included.<br>gene_count_matrix.csv : read count by gene<br>gene_cpm.tmm.txt : normalized count-per-million data with TMM method. (gene level)<br>transcript_count_matrix.csv : read count by transcript<br>transcript_cpm.tmm.txt : normalized count-per-million data with TMM method. (transcript level)<br>samples_info.xlsx : sample information<br> Note that IDs (200, 201 ...) in samples_info.xlsx correspond to the column names in the count matrix files (gene_count_matrix.csv, gene_cpm.tmm.txt, transcript_count_matrix.csv, transcript_cpm.tmm.txt).<br> <br>
DOI: 10.6084/m9.figshare.25103522.v1
title: <b>Sugar maple seedling growth and root-associated microbial communities along two elevation gradients</b>

description: Root-associated microbial communities can alleviate plant abiotic stresses, thus potentially supporting adaptation to a changing climate during range expansion. While climate change is extending plant species fundamental niches northward, the distribution and colonization of mutualists (e.g., arbuscular mycorrhizal fungi) and pathogens may constrain plant growth and regeneration. Yet, the degree to which biotic and abiotic factors impact plant performance and associated microbial communities at the edge of their distribution remains unclear. In this study, we used a combination of root microscopy and amplicon sequencing to characterize tree root microbial communities (soil and root mycorrhizae, bacteria, and fungi) of sugar maple seedlings. We also explored the affect of abiotic and biotic factors on root microbial communities and their relationship with seedling growth along two elevation gradients in Quebec, Canada.
DOI: 10.6084/m9.figshare.22036547.v1
title: Lung_scVI_result_annotation_log1p_20230108.h5ad

description: This data is a integrated scRNA-seq data.
DOI: 10.6084/m9.figshare.23564496.v1
title: <strong>Data for: Conducting community led research using trail cameras to develop baseline wandering domestic cat local abundance estimates </strong>

description: <strong>Data for: Conducting community led research using trail cameras to develop baseline wandering domestic cat local abundance estimates </strong>
DOI: 10.6084/m9.figshare.26049079.v2
title: An SST-based velocity diagnostic model for TIW velocities

description: This is a code to calculate sea surface meridional velocities of tropical instability waves (TIWs) in Pacific Ocean from satellite SST for the period between 1981-2023.The input is satellite SST from NOAA OISSTv2 (3-day and 0.5deg latitude x 1deg longitude resolution), and two space-varying paramters: best-fit mean zonal flows and damping rates for SST variability.The output is the surface meridional velcoties of TIWs.The dataset 'u_v_ssh_recon' is reconstrcuted from the SST-derived meridional velocities, including zonal and meridional components of velocities, and SSH associated with TIWs.
DOI: 10.6084/m9.figshare.28817747.v1
title: Data on Productivity, ICT, Labor Skill, and Regulation for OECD from 1995 to 2019

description: This study differentiates between technological sophistication of the ICT capital stock and controls for effects from ICT regulation, while it also includes demographic measures for individual technologies and labor skills. The sample consists of a panel of 33 industries, totaling over 14,000 observations for 13 OECD countries between 1995 and 2019.
DOI: 10.6084/m9.figshare.5878819.v3
title: Software Requirement Risk Dataset

description: relation RISK Data<br>attribute 'project Category ' attribute 'Requirement Category' attribute 'Risk Target Category'attribute Probabilityattribute 'Magnitude of Risk' attribute Impact attribute 'Dimension of Risk'attribute 'Affecting No of Modules'attribute 'Fixing Duration (Days)'attribute 'Fix Cost (\% of Project)'attribute Priorityattribute 'Risk Level'
DOI: 10.6084/m9.figshare.865034.v1
title: Model of adult Aedes aegypti survival/mortality at different temperatures

description: This file contains a model of adult <em>Aedes aegypti</em> mortality in the field over a range of different temperatures. The output is the result of applying a Generalised Additive Model (GAM) to over 190 <em>Ae. aegypti</em> survival experiments at a range of different temperatures. Full details are available in a manuscript currently under review at Parasites & Vectors titled: "Modelling adult Aedes aegypti and Aedes albopictus survival at different temperatures in laboratory and field settings". The file contains the predicted proportion of the population surviving over time (in days) at different temperatures (0.1-40 degrees celsius). In addition to this, the Interquartile range (IQR) of the prediction is also displayed and the hourly mortality at each time step is also included. The resulting models can be used to model survivorship of the adult stage of the mosquito in reference to various entomological and epidemiological events, such as oviposition, human biting and virus incubation period.
DOI: 10.17632/856kgy39dk
title: Mobile payment adoption during the COVID-19 pandemic in Taiwan

description: We investigated the effect of online infodemic exposure on perceived health threats (perceived severity and susceptibility) and mobile payment adoption behavior during the COVID-19 pandemic in Taiwan. We collected the data from 259 active mobile payment users (242 valid samples) through an online survey through Line Platform. The data showed online infodemic exposure significantly affects mobile payment adoption behavior through perceived severity. Additionally, the data showed the inverse effect of people's internet usage intensity, in which people with low internet usage intensity indicate a greater proclivity to adopt mobile payment than those with high intensity when online infodemic exposure increases.
DOI: 10.17632/ynck3f799k
title: FEBio Model Files for Torsion of Solid and Biphasic Mooney–Rivlin Cylinders

description: The FEBio model files provided in this Mendeley Dataset were used to produce the computational results in the paper "Poynting effect in fluid-saturated poroelastic soft materials in torsion" (published in the International Journal of Non-Linear Mechanics in March 2024). The model files were run with the open-source finite element software FEBio (Version 1.9.0).
DOI: 10.6084/m9.figshare.10120421.v2
title: Specimens Fibulacaris nereidis from A possible case of inverted lifestyle in a new bivalved arthropod from the Burgess Shale.

description: Provides the complete collection of specimens (ROMIP) and measurements
DOI: 10.17632/29mbb556dp
title: Correlational Study in French Adolescents

description: Data and Jasp files : correlational study in French adolescents.
DOI: 10.17632/wx9kbx6kmn
title: Physics-informed Partitioned Coupled Neural Operator for Complex Networks Datasets

description: URL of the paper code：https://github.com/wdwu/PCNO
DOI: 10.48420/21778958.v1
title: Appendix 8.3 Flowjo Files from PhD, Characterising the wild mouse bone marrow: composition and cellular heterogeneity

description: Appendix 8.3 Flowjo Files from PhD, Characterising the wild mouse bone marrow: composition and cellular heterogeneity
DOI: 10.6084/m9.figshare.21971738.v1
title: Chromosome-level genome assembly of Microplitis manilae Ashmead, 1904 (Hymenoptera: Braconidae)

description: The ﬁnal assembled genome size of Microplitis manilae was 282.85 Mb, with 268.17 Mb assigned to 11 pseudochromosomes. The scaffold N50 length was 25.23 Mb. The genome contained 152.37 Mb of repetitive elements, representing 53.87% of the total genome size. We predicted 15,689 protein-coding genes, of which 13,580 genes were annotated functionally.
DOI: 10.6084/m9.figshare.5769372.v3
title: Raw Data Human Fovea Collimated Light

description: Results of light transmission measurement of 3 human retinae (foveal area) <br>
DOI: 10.17608/k6.auckland.21341424.v1
title: Gentoo penguin Spectramax transmission.xlsx

description: These are the raw data obtained using a SpectraMax 13x (Molecular Devices Inc, San Jose, CA) to determine the amount of light at each given wavelength transmitted through various ocular structures (cornea, lens, vitreous and nictitating membrane) and through the whole eye of the gentoo penguin <em>Pygoscelis papua</em>. There is both the raw transmission data (and, for G2, absorbance data, from which transmission is calculated) and the amount transmitted compared with the amount transmitted at 700 nm, expressed as a decimel where the transmission at 700 nm is 1.
DOI: 10.6084/m9.figshare.12275645.v1
title: CGBE - processed bystander editing data

description: Python3 pickled dictionaries. Keys are target site names, values are pandas dataframes where each row is a unique editing outcome, and there is a column for each substrate nucleotide and a frequency column.
DOI: 10.6084/m9.figshare.12649109.v1
title: Supplementary Data: Alignment Files

description: Alignment Files
DOI: 10.6084/m9.figshare.21802476.v1
title: Structure-guided isoform identification for the human transcriptome

description: Protein structure prediction files for the CHESS human protein structure database version 1.2. AlphaFold2/ColabFold predictions of the GTEx assembled human proteome.
DOI: 10.6084/m9.figshare.23254514.v1
title: Supplementary materials.docx

description: Additional materials for cerebrospinal fluid metabonomics data analysis in patients with different pituitary stalk lesions.
DOI: 10.6084/m9.figshare.24501325.v1
title: <b>Assessing the Management of Acute Ischemic Stroke using DICOM-Timestamps</b>

description: This data is related to the publication Timing is an important factor in management of acute stroke patients. However time data are often not captured automatically and standardized. However, Timestamps from the DICOM imaging modalities (CT and MR) are always available. This Item contains example data from two comprehensive stroke centers and an evaluation script (MATLAB) to analyse the distribution of scan times throughout the day.<br>
DOI: 10.6084/m9.figshare.28435394.v2
title: Nuclear phylogenomics of <i>Aloe </i>and related genera (alooids) and Asphodelaceae

description: With &gt;700 species, <i>Aloe</i> and its generic kin (alooids) are a morphologically diverse group of leaf succulents with a wide range across Africa, Madagascar and the Arabian Peninsula. Species such as <i>Aloe vera</i> and <i>A. ferox</i> are cultivated at scale for natural products, whole foods, and cosmetics. Despite substantial α-taxonomy contributions, infrageneric classification of <i>Aloe</i> has remained unresolved. Molecular systematics has been compromised by the lack of informative characters in standard markers and high costs of obtaining informative nuclear loci from large genomes (e.g. &gt;15 Gbp); and the difficulty of obtaining quality DNA extractions from plant material of known provenance. Here these constraints are overcome with target capture sequencing that allows cost-effective sequencing of informative low-copy nuclear loci; and unlocks genetic resources from preserved specimens in herbaria as well as silica-dried plant tissues. Using a custom kit for alooids, 189 nuclear loci in 295 species, including 50 herbarium specimens, were sequenced to build a new phylogenomic framework for the big genus <i>Aloe</i> and 11 closely related genera in Asphodelaceae subfam. Alooideae. Available taxonomic classifications for <i>Aloe</i> sensu stricto were contrasted against the obtained topology in an effort to stabilise the taxonomy. Genus-level representations of the family Asphodelaceae were sequenced with the same tool. The new phylogenomic framework demonstrates the monophyly of the alooids and confirms recent classifications in which smaller genera (<i>Aloidendron</i>, <i>Aloiampelos</i>, <i>Aristaloe</i>, <i>Gonialoe</i>, and <i>Kumara</i>) are separated. The topology for <i>Aloe</i> is strongly correlated with geographic patterns, and to a much lesser extent with habit (growth form), and vegetative or reproductive morphology that are mainstays of α-taxonomy. Repeated incidents of adaptive radiation and niche specialisation appear to underlie species diversity in <i>Aloe</i>. This study illustrates the power of combined (nuclear) phylogenomic and taxonomic (morphological) inference, including the utility of herbarium genomics, in resolving the systematics of big genera.
DOI: 10.6084/m9.figshare.7098764.v1
title: Atlas, TGP, geographically restricted variants

description: Allele age estimated using GEVA on data from the 1000 Genomes Project (TGP), for variants that are geographically restricted according to their population frequencies in different geographic regions; sampled across all autosomes.
DOI: 10.6084/m9.figshare.28614938.v1
title: PolitiFact dataset

description: PolitiFact dataset used for fake news classification, the dataset contains texts that can be used for text classification.
DOI: 10.6084/m9.figshare.8048252.v10
title: ICS-209-PLUS - An all-hazards dataset mined from the US National Incident Management System 1999-2014

description: <b>Abstract</b><b>This paper describes a new dataset mined from the public archive (1999-2014) of the U.S. National Incident Management System/Incident Command System Incident Status Summary Form (a total of 124,411 reports for 25,083 incidents, including 24,608 wildfires). This system captures detailed information on incident management costs, personnel, hazard characteristics, values at risk, fatalities, and structural damage. Most (98.5%) of the reports are fire-related, followed in decreasing order by <i>other</i>, hurricane, hazardous materials, flood, tornado, search and rescue, civil unrest, and winter storms. The archive, although publicly available, has been difficult to use due to multiple record formats, inconsistent free-form fields, and no bridge between individual reports and high-level incident analysis. Here, we describe this improved dataset and the open, reproducible methods used, including merging records across three versions of the system, cleaning and aligning with the current system, smoothing values across reports, and supporting incident-level analysis. This integrated record offers the opportunity to explore the daily progression of the most costly, damaging, and deadly events in the U.S., particularly for wildfires. </b><b> </b><b>External Tables referred to in the original manuscript:</b><b> </b><b>ics209_sitreps_short_masterlist.zip</b><b>ics209-plus_sitrep_definitions.zip</b><b>ics209-plus-wf_incident_definitions.zip</b><b>sit209_lookup_codes_definitions.zip</b><b>fod-join_definitions.zip</b><b> </b><b>Data Description:</b><b>The 'ics209_raw.zip' file contains all of the yearly raw databases and associated lookup tables to run the cleaning algorithm (https://github.com/lisestdenis/ics209plus).</b><b> </b><b>The 'ics209_cleaned.zip' file contain the resulting databases from the cleaning produce (code found here: https://github.com/lisestdenis/ics209plus. There are 4 *.zip files found within. Below describes them:</b><b> </b><b>ics209-plus.zip</b><b>: Contains 1 files for all hazards within the ICS209 system at the daily reporting level.</b><b> </b><b>ics209-plus-wf.zip</b><b>: Contains 3 files for the wildfire only events in the ICS209 database. These are at the daily level (ics209-plus-wf_sitreps_1999to2014.csv), event level (ics209-plus-wf_incidents_1999to2014.csv), and the associated wildfire complexes (ics209-plus-wf_complex_assocs_1999to2013.csv).</b><b> </b><b>ics209-plus_incidents_spatial.zip</b><b>: Contains 1 *.gpkg file. This is a spatial cleaned file at the incident level.</b><b> </b><b>ics209_sitreps_deleted.zip</b><b>: A list of all deleted incidents from the raw data.</b>
DOI: 10.17632/rc7rwmjymz
title: Elementos jurídicos creación de empresa: Restaurant

description: Este es un breve trabajo que presento sobre los pasos que se requieren para constituir una sociedad mercantil en México, la cual tendrá como objeto actividades relacionadas con los restaurantes. La primera parte es la creación de una empresa, en la cual vemos que es de suma importancia contar con las herramientas jurídicas iniciales para definir nuestra empresa. Vamos a ver los pasos necesarios para ir avanzando en la creación de la empresa que queremos constituir. Nos hace en primera instancia conocer la Ley General de Sociedades Mercantiles para estipular con claridad qué clase de empresa queremos constituir. El no tener claridad de los objetivos de la sociedad mercantil nos puede llevar a dar pasos en falso o titubear a medio camino, pensando si esa era la idea de negocio que queríamos desarrollar. Eso hace que podamos ir con un fedatario público (notario o corredor) para crear la empresa a través de su acta constitutiva. El segundo paso importante es que el fedatario público registre dicha sociedad en el Registro Público de Comercio de la entidad donde la creamos.
DOI: 10.6084/m9.figshare.19409354.v2
title: HARSHIT Data MASTERCHART.xlsx

description: Tabulated excel sheet <br><b></b>
DOI: 10.6084/m9.figshare.6387899.v1
title: Association between human breast milk and retinopathy of prematurity

description: ABSTRACT Purpose: To evaluate the possible protective effect of breast milk against retinopathy of prematurity by comparing the amount of breast milk received by patients who developed retinopathy of prematurity and those who did not and to determine both the required minimum amount of breast milk and the time of life during which neonates need to receive breast milk for this effect to be significant. Methods: Cohort study of newborns with a birth weight of &lt;1500 g or gestational age of &lt;32 weeks, or both, born between January 2011 and October 2014 and hospitalized within the first 24 h of life in the Hospital Criança Conceição Neonatal Intensive Care Unit in Porto Alegre, RS, Brazil. Results: The prevalence of retinopathy of prematurity of any degree was 31% (100 of 323 patients) and that of severe retinopathy of prematurity was of 9% (29 of 323 patients). The median amounts of breast milk received daily by patients with and without retinopathy of prematurity were 4.9 mL/kg (interquartile range, 0.3-15.4) and 10.2 mL/kg (1.5-25.5), respectively. The amount of breast milk received in the first 6 weeks of life was inversely associated with the incidence of both retinopathy of prematurity of any degree and severe retinopathy of prematurity in the univariate analyses. However, the statistical significance was maintained only during the sixth week of life in a per-period multivariate analysis controlling for confounding factors. Conclusions: Small amounts of breast milk are inadequate to prevent retinopathy of prematurity in premature newborns at risk for the disease.
DOI: 10.17632/scfj66rg46
title: Multi‐proxy analysis of early Holocene vegetation dynamics on the islands of proglacial Lake Ojibway (northeastern America)

description: Here are the dataset we used to write the research article "Early Holocene vegetation dynamics on former islands in North-East America".
You will find, excel sheets of macro-remains, sedaDNA, charcoal, biodiversity and pollen records along with R codes.
For the CSD method, please look at the available data associated to the research article "Paleo-islands afforestation" or contact me for the most recent version of the script.
DOI: 10.6084/m9.figshare.24905301.v1
title: Data for Reproducing Figs.1-6 in Ma et al. 2023 for Arctic Atmospheric River Trends

description: Data used to reproduce Figs. 1-6 in Ma et al. 2023 for Arctic atmospheric river trends. There are six NetCDF files. One for each of the six figures presented in the main text. They are labeled as "Figure_01_data", "Figure_02_data", etc. Further explanations for the variables inside each file are provided within the NetCDF files. Please use "ncdump" to access these information.
DOI: 10.6084/m9.figshare.20626179.v5
title: Global CO2 emission reduction due to reduced forest loss

description: Spatial emission reduction owing to reduced forest loss with the deforestation rate dropping to zero evenly by 2030 (t yr<sup>-1</sup>) . This dataset is associated with the publication: Zhu Y, Wang D, Smith P, Ciais P, Piao S, Yuan W, Qin Z. What can the Glasgow Declaration on forests bring to global emission reduction? The Innovation. https://doi.org/10.1016/j.xinn.2022.100307
DOI: 10.6084/m9.figshare.22691224.v2
title: Untitled Item

description: The MIDOG++ dataset represents an extension of the data set used in the MIDOG 2021 and 2022 challenges. We provide region of interest images from 503 histological specimens of seven different tumor types with variable morphology: breast carcinoma, lung carcinoma, lymphosarcoma, neuroendocrine tumor, cutaneous mast cell tumor, cutaneous melanoma, and (sub)cutaneous soft tissue sarcoma. The human and canine samples were processed and stained at different human and veterinary pathology laboratories with standard H&E dye and digitized with different digital whole slide image scanners. We provide labels for 11,937 mitotic figures that have been differentiated against 14,351 imposter cells in a blinded consensus by two pathologists and a final decision by a third pathologist for disagreed labels.