cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/s8wrtx3mc7
title: Dragon’s blood (Croton lechleri): from traditional use to stand-ard dosage

description: The tree species Croton lechleri, popularly known in the Brazilian Amazon as “sangue-de-dragão” due to the reddish color of its latex, is used by traditional communities as a home remedy of internal use for various diseases. Given its use without scien-tific proof of its efficacy, standardized dosage through tests and experiments must be carried out for safe and effective use of the latex. The allometric scale is one of the most used methods to evaluate the initial dose of a component since it takes into ac-count the various systematic processes of each species and individual. Based on the study by Nair and Jacob (2016), in which the conversion of the dosage from animals to humans is demonstrated, and also studies on the oral dosage of Croton latex for animals, we propose here the conversion of the oral dosage using the allometric scale, via which the human equivalent dose is equal to 32.43 mg/kg.
DOI: 10.6084/m9.figshare.14822301.v1
title: Global Spider News Database

description: A global database on the media representation of human-spider encounters in the global press. The database is fully described in this publication, which should be cited when using it:<br>Mammola, S. et al. 2022. An expert-curated global database of online newspaper articles on spiders and spider bites. Scientific Data, doi: 10.1038/s41597-022-01197-6<br>An excel file (.xslx) and a tab-delimited (.csv) version of the database is provided. Columns are explained in the metadata file.
DOI: 10.6084/m9.figshare.28529132.v1
title: <b>COMPARATIVE ANALYSIS OF DIAGNOSTIC PERFORMANCE IN MAMMOGRAPHY: A READER STUDY ON THE IMPACT OF AI ASSISTANCE</b> - ANON - multireader LUNIT with and without.xlsx

description: This is a study conducted at a tertiary referral center in Malaysia, evaluating the diagnostic performance of radiologists across different experience levels in interpreting mammograms, both with and without artificial intelligence (AI) assistance. A total of 434 mammography were analysed.
DOI: 10.17632/955g6vgx6c
title: RA scRNAseq 2024

description: Code and raw data used in analysis of experiments, in the study Rekler et al., 2024.
DOI: 10.17632/jt8rkt2w77
title: How to perform and report an impactful analysis using partial least squares: Guidelines for confirmatory and explanatory IS research

description: Dataset used in the paper
DOI: 10.6084/m9.figshare.24760236.v4
title: WORK AND MONOTONY ON PUBLIC TRANSPORTATION

description: explore how monotony impacts the mental health of individuals in the public transport sector. This research holds significance due to its implications on their well-being.
DOI: 10.17632/f6cgcwmkpd
title: Coseismic Slip Distribution of the 2022 Mw6.5 Luding Earthquake Determined by GPS observation and its Seismogenic Deformation Mode

description: Coseismic horizontal velocity from GPS observations
DOI: 10.17632/kg3dfkyjv5
title: Single-cell_transcriptome_analysis_illuminating_the_characteristics_of_species-specific_innate_immune_responses_against_viral_infections_Aso_et_al

description: This is a repository of data used in the paper ([Aso et al., GigaScience, 2023](https://doi.org/10.1101/2022.12.06.519403)). The details of analytical pipelines are described elsewhere in the paper. The codes used in this study are deposited on GitHub (https://github.com/TheSatoLab/scRNA-seq_PBMC_Animals_Aso_et_al). Supporting data for this study are deposited on GigaDB (http://dx.doi.org/10.5524/102448).

As many of the viruses that have emerged in human societies originate from bat species, it is critical to understand the unique characteristics of bat immunity. To describe the differences in innate immune responses against viral infections among animal species, we analysed single-cell RNA sequencing (scRNA-seq) data of peripheral blood mononuclear cells (PBMCs) obtained from humans (Homo sapiens, Hs), chimpanzees (Pan troglodytes, Pt), rhesus macaques (Macaca mulatta), and Egyptian fruit bats (Rousettus aegyptiacus, Ra) stimulated with pathogenic stimuli, including herpes simplex virus type I (HSV-1), Sendai virus (SeV), and lipopolysaccharide (LPS).
DOI: 10.25405/data.ncl.28408655.v1
title: Data for calculation of acoustic deformation potenial used in figures in "Improved Calculation of Acoustic Deformation Potentials from First Principles"

description: These data sets are used to calculate the acoustic deformation potential for use in MC simulation of electron transport in silicon, diamond and cubic boron nitride. The data was calculated using quantum espresso and the extension EPW using the pseudopotential files included (*.upf).The output of these were manipulated to find the acoustic deformation potentials at various polar and azimuthal angles (LA_*/TA_*) and the root mean square average at each polar angle (LA_Mean_*/TA_Mean_*).<br><br>
DOI: 10.6084/m9.figshare.26095399.v1
title: Data_seed_preference_Vertebrate_Biology.xlsx

description: In our study, we aimed to broaden the existing research by investigating the impact of personality traits on food preferences for forest tree seeds in two rodent species: the bank vole and yellow-necked mouse. Under laboratory conditions, behavioural parameters were evaluated in 33 individuals. Using LMM, we calculated for each individual the intercepts (considered personality trait) in freezing duration and exploration duration (latency reaching the farthest point of the test box). For the preference test, seeds of several typical forest tree species were selected as follows: Common hornbeam, European beech, Norway spruce, Scots pine, wild cherry, common oak and small-leaved lime. Ivlev’s electivity index (IEI) was calculated for each individual and seed species. In all GLMMs (7 tree seeds), the testing day was a significant variable. In seeds of spruce, pine and lime the clear positive selection at the beginning decreased during the test, in hornbeam and oak the selection was the opposite. In five models also the personality trait (exploration duration) and in two models for oak and lime the rodent species were significant variables. Personality traits can create structured food niches.<br>
DOI: 10.6084/m9.figshare.5674912.v1
title: Supplementary Material for: Which Nebulizer Position Should Be Avoided? An Extended Study of Aerosol Delivery and Ventilator Performance during Noninvasive Positive Pressure Ventilation

description: <b><i>Background:</i></b> Research on the effect of nebulizer location on aerosol delivery during noninvasive ventilation has reached inconsistent conclusions. <b><i>Objective:</i></b> To investigate the effects of nebulizer position on aerosol delivery efficiency and ventilator performance during noninvasive ventilation. <b><i>Methods:</i></b> The Active Servo Lung 5000 respiratory simulation system (ASL5000) was used to simulate a COPD patient. The noninvasive ventilator was set to the spontaneous breathing mode. Six nebulizer positions, 2 exhalation valve types (single-arch exhalation port and whisper swivel), 4 combinations of inspiratory and expiratory pressure, and 2 respiratory rates were used. <b><i>Results:</i></b> Significant differences between nebulizer positions existed in aerosol delivery (<i>p</i> &lt; 0.05). Aerosol delivery efficiency was lower for nebulizer locations on either side of the exhalation valve and next to the ventilator outlet. When the nebulizer was located between the exhalation valve and the simulated lung, increased inspiratory pressure increased and increased expiratory pressure decreased delivery efficiency (both <i>p</i> &lt; 0.05). When the nebulization device was located between the exhalation valve and the ventilator, no obvious trend was observed. Compared to baseline, nebulization lowered the air leakage volume displayed on the ventilator. There were no differences in ventilator performance between different nebulizer positions. <b><i>Conclusions:</i></b> The closer the nebulizer was to the exhalation valves or ventilator, the lower the aerosol delivery efficiency. Nebulizer position had little clinically significant effect on ventilator performance.
DOI: 10.17632/pn2kf2hkjk
title: Available Data For: Simulated Heat Waves Decrease the Upper Thermal Tolerance of Bumblebees

description: This research study estimates the upper critical thermal limits (Critical Thermal Maximum (CTmax) and Heat Coma Temperature (HCT)), of  Bombus terrestris audax and investigates whether the critical thermal maxima of experimental individuals is modified following exposure to simulated heat waves of different magnitude. CTmax was recorded between 48.9-52.7 ºC, while the HCT ranged between 50.7-53.4 ºC. The upper thermal limits of bumblebee workers decreased significantly after being exposed to a single heat wave of 34-36 ºC, while individuals exposed to a heat wave of 30-32 ºC showed no significant changes in their thermal tolerance. This indicates that B. terrestris lacks a capacity to acclimate in the face of extreme weather events. This file includes the protocols used for the measurement of thermal tolerance and acclimation capacity of bumblebee workers. Furthermore, it includes the available data regarding thermal tolerance (CTmax) values and codes that were used for the analyses.
DOI: 10.6084/m9.figshare.11610870.v2
title: Mutant Human Neural Stem Cells Undergo Sequential Fate Switches to Generate Malignant Heterogeneity during Gliomagenesis

description: bulk (TN and TNP samples) and single-cell RNAseq (TNP samples) datasets. <br> Please note that <strong>M0</strong>, <strong>M1</strong> and <strong>M2</strong> correspond to <strong>T0</strong>, <strong>T1</strong> and <strong>T2</strong> in text, respectively. <br> - 2023-0529, we uploaded a tiny version of `seurat.v3.Rds` at here (https://figshare.com/ndownloader/files/40982687), which didn't include the normalized and scaled matrix.
DOI: 10.6084/m9.figshare.23575917.v1
title: GRAPE dataset: ROI images

description: The “ROI images” file contains 631 ROI of CFPs cropped from the original images, and the naming of them is consistent with that of original images.
DOI: 10.6084/m9.figshare.29061116.v1
title: PUDOspatiotemporalpatterns

description: This dataset is used to explore the spatiotemporal differences in the number of pick-up and drop-off passengers of ride-hailing services and taxis. It respectively includes the pick-up points, drop-off points, latitude and longitude information, and time information of passengers of taxis and ride-hailing vehicles, and is stored in the form of a csv file. It covers the data of three days, namely June 1, 2019 (weekend), June 5, 2019 (weekday), and June 7, 2019 (holiday). Gridswithfactors.shp is the grid data of the study area, and the influencing factors are stored in the attribute table.
DOI: 10.6084/m9.figshare.5011664.v1
title: S3 Looms characters and short codes from The evolution of an ancient technology

description: Looms characters and short codes used in Nexus file
DOI: 10.6084/m9.figshare.5121409.v1
title: Supplementary Material for: Increasing Genotype-Phenotype Model Determinism: Application to Bivariate Reading/Language Traits and Epistatic Interactions in Language-Impaired Families

description: While advances in network and pathway analysis have flourished in the era of genome-wide association analysis, understanding the genetic mechanism of individual loci on phenotypes is still readily accomplished using genetic modeling approaches. Here, we demonstrate two novel genotype-phenotype models implemented in a flexible genetic modeling platform. The examples come from analysis of families with specific language impairment (SLI), a failure to develop normal language without explanatory factors such as low IQ or inadequate environment. In previous genome-wide studies, we observed strong evidence for linkage to 13q21 with a reading phenotype in language-impaired families. First, we elucidate the genetic architecture of reading impairment and quantitative language variation in our samples using a bivariate analysis of reading impairment in affected individuals jointly with language quantitative phenotypes in unaffected individuals. This analysis largely recapitulates the baseline analysis using the categorical trait data (posterior probability of linkage (PPL) = 80%), indicating that our reading impairment phenotype captured poor readers who also have low language ability. Second, we performed epistasis analysis using a functional coding variant in the brain-derived neurotrophic factor <i>(BDNF)</i> gene previously associated with reduced performance on working memory tasks. Modeling epistasis doubled the evidence on 13q21 and raised the PPL to 99.9%, indicating that BDNF and 13q21 susceptibility alleles are jointly part of the genetic architecture of SLI. These analyses provide possible mechanistic insights for further cognitive neuroscience studies based on the models developed herein.
DOI: 10.17632/mb76gkzjcv
title: Newsmakers and news sources in “hybrid media system” (the case of the full-scaled Russian invasion coverage by Ukrainian media)

description: The aim is to define and compare the most popular newsmakers and news sources for Ukrayins’ka Pravda (UP – the oldest, qualitative, and the most read online media), representing professional mass media, and for Ukrayina Seychas (US – one of the most popular Telegram channels), representing new media, and to describe the specifics of news production in the “hybrid media system”.
The hypothesis of the research:
H1 Professional mass media (UP) and new media (Telegram channel US) have strong differences in choosing both newsmakers (mentions) and news sources (newsmakers, quoted in the headlines), because leading officials and politicians (Ukrainian and international) are not recognizable for fragmented new media audience, who mostly follow information of personal interest in high-competitive media environment with many choices. 
H2 Both the percent of mentions and the percent of quoted newsmakers are larger for professional mass media (UP), than for new media (US), as far as new media perceive news as entertainment and do not follow the norms and traditions of classic news writing: to include recognizable newsmaker, references to sources, etc. 
H3 Professional mass media (UP) mention both personalities and organizations/institutions as far as consider them newsworthy, on the contrary, new media (Telegram channel US) publish news about popular personalities – to attract public’s attention, to encourage readers to share content.
H4 In the “hybrid media system” qualitative mass media give preferences to reliable sources, whereas for new media it is not obligatory, thus, UP will use more reliable (official) sources, while in contrast there will be more unreliable (non-official) sources in US’s texts.
Content and Method
For this research computer assisted method of news collection (headlines) and newsmakers and news sources identification was used (Python language) . 
With request module news archive html-pages (htpps://Pravda.com.ua/archives/) were collected from Ukrayins’ka Pravda website (from 24th of February till 31st of October). 
With bs4 module headlines were got 35577 total. 
To identify a popular newsmaker – a mention of both a person’s surname and an organization/institution name were considered. With re module and a vocabulary of the most popular personalities and organizations/institutions a list of the most popular newsmakers was created 
To define a news source, three the most common for UP types of references were exploited:
A proper name or an abbreviation before a semicolon; 
A proper noun or an abbreviation after a dash;
A proper noun or an abbreviation after a quotation mark and a semicolon.
As for US, at first the chat history was exported (the same period). The first sentence considered the headline (total 30784). As a rule, here the first sentence and a headline match. The same vocabulary and regular expressions were used to identify newsmakers and news sources.
DOI: 10.17632/wpphf8rd33
title: High Enrichment of Heavy Metals in Fine Particulate Matter through Dust Aerosol Generation

description: This data supplies the concentration and enrichment factor of dust aerosols, as well as modeling data.
DOI: 10.17632/rxypc3jjdj
title: A survey on the adoption of Generative Design (GD) technique for architectural design in China

description: The purpose of this dataset is to investigate the current situation of adopting Architectural GD (Generative Design) among architectural design practitioners and students in China. Primary data are collected in November 2020, with 22 architectural design practitioners and 45 architectural design students responding to the questionnaire.
DOI: 10.17632/vfjjtwstw9
title: Zalm et al. technical drawings

description: The are the technical diagrams for the radiation setup as described in the STAR Protocols paper "Local irradiation of patient-derived tumors in immunodeficient mice" .
DOI: 10.6084/m9.figshare.19596379.v1
title: openCSI

description: This is the first publicly available radio map containing channel state information (CSI).
DOI: 10.17632/rzhyyzx2z2
title: Dataset on utilizing cropping system-based fertilization techniques to improve soil health and crop output while minimizing tillage

description: The dataset addressed tillage techniques such as minimum tillage (MT), conventional tillage (CT), and deep tillage (DT). In terms of nutrient management, NM1 is 100% soil test-based (STB) after fertilizer gradient generation (FRG); NM2 is 125% of STB after fertilizer gradient generation (FRG-2018); NM3 is 100% STB (80% from chemical fertilizers and 20% from cowdung); and NM4 is native fertility (no fertilization). For three consecutive seasonal years (2018–19, 2019–20, and 2020–21), a total of twelve treatments were reproduced three times in accordance with the factorial totally randomized design.
DOI: 10.6084/m9.figshare.11864331.v1
title: PP-DataFile.xlsx

description: A consistency check on Privacy Paradox across privacy related constructs such as fatigue, risk (privacy, financial), and experience.<br>
DOI: 10.6084/m9.figshare.19763017.v1
title: Turtle cortex whole-cell patch-clamp recordings

description: Whole-cell patch-clamp data from ex vivo preparations of the turtle cortex. Part of the data previously reported in Hemberger et al. 2019. <br> Contents All_IVTraces.mat Membrange voltage traces of neurons under step currents. vm.mat Membrane voltage traces of neurons under spontaneous activity AllConnectionsAndNeuronTypeIndices.mat Table with the amplitude, onset and rise time of all tested synaptic connections under paired-patch setup. <br>
DOI: 10.17632/7jhrkt7ryk
title: SPSS FILE

description: Data is based on factor analysis of newly developed tool for professionalism assessment
DOI: 10.17632/pnf8nm6d8r
title: Updated data for: Geochemistry, Geochronology and Petrogenesis of Grantoids and dikes from Mexico Gulf, Maya Block: Implications for the Assembly of Pangea.

description: Data for: Geochemistry, Geochronology and Petrogenesis of Grantoids and dikes from Mexico Gulf, Maya Block: Implications for the Assembly of Pangea.
DOI: 10.4121/uuid:6df27e59-6221-4ca2-9cc4-65c66588c6eb
title: Document Processing Event Logs

description: The given set of data contains information about the process of document processing. The process of processing documents contains the following activities: Receiving a Document, Creating a new Case, Investing Document into a new Case and so on. The data set contains information about the event name, event type, time of the event's execution and the participant whose execution the event is related to. The data is formatted in the MXML format in order to be used for the process mining analysis using tools such as ProM and so on.
DOI: 10.6084/m9.figshare.14479398.v1
title: Stereo-vision measurements and mechanical model predictions for shapes of Mobius strips

description: Dataset accompanying the manuscript"More views of a one-sided surfaces: Mechanical models and stereo vision techniques for Mobius strips"Authors: Arun Kumar, Poornakanta Handral, Darshan Bhandari and Ramsharan Rangarajan
DOI: 10.6084/m9.figshare.5783427.v1
title: Eye movement data

description: 'eog_upload.mat' contains a variable valled 'eog_art', which are ocular artifacts measured using EOG. <br>'eyemov_all_upload.mat' contains all eye movement (saccades and microsaccades) parameters computed from the Eyelink files.<br><br>'eyemov_hor_upload.mat' contains all horizontal eye movement (saccades and microsaccades) parameters computed from the Eyelink files.<br><br>'eyemov_ver_upload.mat' contains all vertical eye movement (saccades and microsaccades) parameters computed from the Eyelink files. Note that vertical eye movements were only recorded for subjects 19 to 28. The matrix contains data also for subjects 1 to 18, but it is not meaningful. See Paper for details.<br><br>All above variables have the same dimensions: N_subj x N_pharma x N_behav, where N_subj are the number of subjects (28), N_pharma are the number of pharma conditions (1 = placebo, 2 = atomoxetine, 3 = donepezil) and N_behav are the two behavioral contexts (1 = Fixation, 2 = Task-counting).<br><br><br>
DOI: 10.17632/nsvx7f9z5h
title: Characterizing a Novel Medical Student-Focused Dermatology Research Initiative: A Comprehensive Analysis of the Brigham and Women’s Hospital Dermatologic Symposium 2021-2024

description: Supplemental Figure I: This infographic provides an overview of the Brigham and Women’s Hospital Dermatology Medical Student Virtual Symposium (DMSVS). It outlines the key components of the event, including its structure, research categories (such as medical, surgical, pediatric dermatology, dermatopathology, and more), and the submission process. It also highlights the specific features of the symposium, such as the plenary talks, interactive poster sessions, and spotlight presentations by faculty members. The infographic emphasizes the event's focus on fostering research engagement among medical students in dermatology.

Supplemental Figure II: This figure presents the survey administered to participants of the DMSVS. The survey aims to collect demographic information, gather feedback on participants' experiences, and assess the symposium’s impact on their professional development. It includes questions about how attendees learned about the event, their motivations for participation, any barriers they faced in presenting dermatology research, and their overall experience with the symposium. The results provide valuable insights into the demographics of the participants and their feedback for future symposium improvements.
DOI: 10.6084/m9.figshare.7976162.v1
title: Supplementary Data 3 - Panther enrichmentsed Item

description: PANTHER annotations of priority targets across tractability groups (n = 40, 277, 311, respectively) and enrichment of protein classes computed online at http://pantherdb.org, i.e. via systematic hypergeometric tests followed by Benjamini-Hochberg correction of resulting p-values.
DOI: 10.4121/20065832.v1
title: Matlab fig files for 'Experimental investigation of monodisperse solids drying in a gas-fluidized bed'

description: This is a set of Matlab .fig files corresponding to the figures in the paper 'Experimental investigation of monodisperse solids drying in a gas-fluidized bed' published in Chemical Engineering Science. In this study, experiments in a pseudo-2D fluidized bed setup were performed to obtain insight in the complex and changing bed hydrodynamics and its interplay with mass and heat transfer. The data was obtained by using a combined Particle Image Velocimetry (PIV), Digital Image Analysis (DIA) and Infrared (IR) technique.