cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/n6rx8rx24v
title: Marketing Communications Across Generations: Insights from Indonesia's Online Marketplaces

description: This study examines the dynamics of online consumer behavior in Indonesia's marketplaces, focusing on how hedonic and utilitarian browsing, alongside electronic word-of-mouth (eWOM), influence e-satisfaction and e-loyalty. Using the Technology Acceptance Model (TAM), Expectancy-Disconfirmation Model (EDM), and Social Influence Theory (SIT), it explores generational differences between Millennials, Generation X, and Baby Boomers. Data collected through online surveys reveal that Millennials and Gen X show stronger associations between browsing behaviors and positive outcomes, such as e-satisfaction and e-loyalty, compared to Baby Boomers. The study highlights the importance of tailored marketing communications, with Millennials responding to personalized, engaging content, while Gen X values practicality, and Baby Boomers prioritize trust and customer service. The research provides actionable insights for businesses to optimize strategies based on generational preferences, enhancing brand loyalty and customer satisfaction. Future studies should consider additional factors influencing behavior and evaluate the long-term impact of segment-specific marketing approaches.
DOI: 10.17632/p4y4yc97rm
title: Qualitatives variable roselle

description: Data obtained from the phenotypic observation of 4 varieties of rosella (Hibiscus sabdariffa) in an experimental field
DOI: 10.26180/5bdfb87aae28a
title: Vortex configuration match data (Figs. S8-S10) for "Evolution of large-scale flow from turbulence in a two-dimensional superfluid"

description: A spreadsheet containing the values plotted in Figs. S8-S10 of "Evolution of large-scale flow from turbulence in a two-dimensional superfluid."<br>The three columns of the spreadsheet correspond to data used in Fig. 1 A, B & C, which are then plotted in Figs. S8, S9 & S10 respectively. Row 1 is a header, and row 2 contains the experiment file name. The remaining rows of each column contain the number of matching pixels found for each possible configuration of vortices, sorted from worst to best.
DOI: 10.6084/m9.figshare.24298891.v4
title: Automated protocols for delineating human hippocampal subfields from 3 Tesla and 7 Tesla magnetic resonance imaging data

description: Researchers who study the human hippocampus are naturally interested in how its subfields function. Unfortunately, many researchers are precluded from examining subfields because their manual delineation from MRI scans (still the gold standard approach) is time consuming and requires significant expertise. Here we present two protocols, one for 3T MRI and the other for 7T MRI, that permit automated subfield segmentation into dentate gyrus/CA4, CA2/3, CA1, subiculum, pre/parasubiculum and uncus along the entire length of the hippocampus. These protocols are particularly notable in that they were trained and tested using large numbers of healthy adults (N=140 at 3T, N=40 at 7T) whose hippocampi were manually segmented by experts. Using inter-rater reliability analyses, we showed that the quality of automated segmentations using these protocols was high. We provide full open access to the protocols, and anticipate they will save hippocampus researchers a significant amount of time. They could also facilitate increased numbers of subfield experiments which in turn could help to address the paucity of these potentially important studies in the field of hippocampus neuroscience.
DOI: 10.26180/5cecb63571874
title: The Possible Stories of Harry Power

description: for three improvising instruments, a.m. radio and computerised score generator.<br><br>​Harry Power was a bushranger in Victoria who is supposed to have ‘trained’ Ned Kelly in his criminal ways. There are many versions of how Ned Kelly came to be who he was. This piece is about versions. The written word (and note) is taken as fact, repeated throughout history. The oral story (or improvisation) is often expected to change as it passes though those who listen and retell it. When oral stories are written down in some point of history, they are likely to be different than how they started. In this work, there are a number of versions: composer versions, computer versions, player versions and combinations of all three. Written, listened to and ‘spoken’ versions. Pitch and volume are proportional, and the computer creates a score for the performers from the very performance of the composers score, altered by parameters provided by the composer. The computer generates 2 scores bookended by the composers scores.<br>The three parts represent Power, Kelly and Kelly’s mother, who introduced Kelly to Power. They meet, come together and move apart. The how and when of these movements are only partially documented historically. My first and last scores are two maps I made of these peoples movements in relation to each other in time.<br><br><strong>Performances</strong><br>Short Shorts WAAPA 2010<br>Decibel: Australiasian Computer Music Conference, Canberra, July 2010.<br>Australasian Musicological Conference, Dunedin, New Zealand July 2010<br>
DOI: 10.6084/m9.figshare.19719892.v2
title: Metabolic pathway-based molecular subtyping of colon cancer reveals clinical immunotherapy potential and prognosis

description: This data serves as additional data support for the article Metabolic pathway-based molecular subtyping of colon cancer reveals clinical immunotherapy potential and prognosis.
DOI: 10.6084/m9.figshare.23055236.v1
title: Data used for the analysis in "<strong>Predicting forest</strong> <strong>plant responses to climate</strong> <strong>change based on</strong> <strong>species’</strong> <strong>thermal safety margins relative to their warm limits"</strong>

description: The database contains information on raw temperatures from 2019 to 2021, as well as plant data on survival, cover, height, flowering probability, and flower number. Additionally, it includes 1000 values of the thermal niche data for 12 understory species.
DOI: 10.6084/m9.figshare.28692644.v3
title: List of zinc cluster transcription factors in Candida auris.docx

description: List of zinc-cluster transcription factors in Candida auris
DOI: 10.6084/m9.figshare.c.3607352_d6.v1
title: Additional file 7: of Evaluation of the External RNA Controls Consortium (ERCC) reference material using a modified Latin square design

description: Illumina bead ERCC controls data in comma-separated values (CSV) format. (CSV 15Â kb)
DOI: 10.17632/k8236t72h7
title: Quality Assessment Results on NIOSH Non-approved Respirator Dataset: Filter resistance, maximum percentage leakage, and maximum filter efficiency

description: The dataset consisted of official assessment of N95 respirators that were not approved by NIOSH. This information was obtained from the online source provided by the National Institute for Occupational Safety & Health (NIOSH, https://www.cdc.gov/niosh/npptl/respirators/testing/default.html). The National Personal Protective Technology Laboratory (NPPTL), a division of the Centers for Disease Control and Prevention in the United States, conducted all the assessments. 
A grand total of 7,413 testing results, encompassing details such as the manufacturer, model, maximum and minimum filtration efficiency, as well as test parameters like flow rate, initial filter resistance (mmH2O), and initial percent leakage (%), were transformed and transcribed from images into data that can be processed. Data verification was performed, and supplementary items were added to increase the interpretability, however, the original raw data was retained.
DOI: 10.6084/m9.figshare.11313296.v1
title: A DISCRETE DYNAMICAL SYSTEM AND ITS APPLICATIONS

description: ABSTRACT The main goal of this manuscript is to introduce a discrete dynamical system defined by symmetric matrices and a real parameter. By construction, we rediscovery the Power Iteration Method from the Projected Gradient Method. Convergence of the discrete dynamical system solution is established. Finally, we consider two applications, the first one consists in find a solution of non linear equation problem and the other one consists in verifies the optimality conditions when we solve quadratic optimization problems over linear equality constraints.
DOI: 10.6084/m9.figshare.24179667.v1
title: <b>Supplementary Material – </b><b>Is it the end of the Cerrado domain in the west of state of Paraná (Brazil)?</b><b>Floristic aspects of Cerrado fragments in Campo Mourão</b>

description: <b>Table S1 – </b><b>Species of vascular plants collected in the Cerrado fragments of Campo Mourão, state of Paraná, Brazil, indicating the life forms, substrate uses, vouchers, period and number of collections in this municipality.</b>
DOI: 10.5522/04/28507079.v1
title: NHS FTIR

description: Fourier transform infrared (FTIR) spectroscopy (PerkinElmer Spectrum 100 FT-IR) was also performed to confirm conjugation of antibody to polymeric nanoparticles. The background scan and the sample scan consisted of 8 scan times. A range of antibody concentrations (1μL, 2μL, 4μL) was tested and added before incubation overnight. For this test, the samples were lyophilised, then dispersed on the crystal light path and compressed to obtain respective spectra in the wavelength region of 4000 to 650cm<sup>-1</sup>.<br>The data above are Fourier Transform Infrared (FTIR) spectroscopy data from n-hydroxysuccinimide (NHS)
DOI: 10.6084/m9.figshare.28925831.v1
title: The sequence information of <i>Allium ampeloprasum</i> rhizosphere and uncultivated bulk soils samples

description: The datasets contain the sequence information about the rhizosphere soil samples from Allium ampeloprasum rhizosphere and Bulk soils using shotgun metagenomics sequencing approach.
DOI: 10.6084/m9.figshare.7016735.v1
title: Discovering Journals Books and Video 2018.xlsx

description: Results of a large scale survey into how readers discover academic journal articles, books and video. The 2018 research, attracted just over 10,000 respondents from all over the world in all sectors, subjects and job roles. The authors have been researching in this area since 2005. Full Report to be published on the 3rd September.
DOI: 10.17632/8kj2rn7m9x
title: Dataset on Buy-Now-Pay-Later Adoption

description: This data contains the survey responses collected from 226 shoppers to understand their intention to adopt Buy Now Pay Later
DOI: 10.17632/kggmrrhkxj
title: hydrological data of Keriya River and upper Yellow River

description: hydrological data of the LG station on the Keriya River (1990-2012) and the XH station on the upper Yellow River (1958-1980)
DOI: 10.6084/m9.figshare.12686099.v1
title: LDPET

description: Study of low-dose PET image recovery using supervised learning with CycleGAN<br>
DOI: 10.6084/m9.figshare.24932748.v1
title: Cell atlas approximations .h5 files (19 species, Jan 2024)

description: Raw .h5 files describing cell atlas approximations for 19 species. Human data includes both scRNA-Seq and scATAC-Seq data.These data are approximations of previously published data across many publications. Browse https://atlasapprox.org for a list of papers.
DOI: 10.6084/m9.figshare.1209662.v5
title: Development of a Screening Tool for Sleep Disordered Breathing in Children Using the Phone Oximeter

description: This dataset contains 147 csv files : 146 subject*number files and one AHI.csv file. - Each subject*number*.csv file contains the pleth and SpO2signals recorded by phone oximeter for subject with number *number*. The pleth signal was sampled at 62.5 Hz and the SpO2 signal was sampled at 1 HZ. EXPLANATION of COLUMNS “pleth” : pleth signal “spo2” : SpO2 signal - AHI.csv file contains the Apnea/Hypopnea Index for all subjects. EXPLANATION of COLUMNS “subjectNumber” : subject number compatible with each file number “AHI” : Apnea/Hypopnea Index
DOI: 10.6084/m9.figshare.15029115.v1
title: Data and code for Villellas et al (2021). Phenotypic plasticity masks range-wide genetic differentiation for vegetative but not reproductive traits in a short-lived plant. Ecology Letters.

description: Dataset and code and for the study "Villellas et al (2021). Phenotypic plasticity masks range-wide genetic differentiation for vegetative but not reproductive traits in a short-lived plant. Ecology Letters".
DOI: 10.6084/m9.figshare.26213231.v1
title: 2023IonosphericStormsData.zip

description: Data for a paper presenting a deep and comprehensive multi-instrumental analysis of two distinct ionospheric storms occurring in March and April 2023. We investigate the ionospheric response in the middle-latitudinal European region utilizing ionospheric vertical sounding at five European stations: Juliusruh, Dourbes, Pruhonice, Sopron, and a reference station, San Vito. Additionally, we employ Digisonde Drift Measurement, Continuous Doppler Sounding System, local geomagnetic measurements, and optical observations. We concentrate on the F2 and F1 region parameters and shape of the electron density profile. During the March event, a pre-storm enhancement was observed, characterized by an increase in electron density up to approximately 20% at northern stations, with minimal effect observed at San Vito. The observed decrease in foF2 during both events, except at San Vito data, conforms to the typical pattern of negative storms. The most significant change in ionospheric characteristics was the presence of a so-called G-condition, when no information about the state of the ionosphere above the F1 layer is obtained from ground-based observation. Further, an alteration in the shape of the electron density profile, notably captured by the parameter B0 is observed. A substantial increase in B0, by several hundred percent, was noted during both events on the day of the geomagnetic disturbance, as well as on the subsequent day with low-to-moderate geomagnetic activity. During both storms, the critical frequency foF1 decreased at all stations including San Vito. Changes in electron density in the F1 region indicate plasma outflow during morning hours. Distinct and persistent oblique reflections from the auroral oval were observed on the ionograms for several hours during both events and these observations were in agreement with optical observations of auroral activity and concurrent rapid geomagnetic changes at collocated stations. Results from the Continuous Doppler Sounding System and Digisonde Drift Measurement reveal vertical movement of plasma up to ±80 m/s, showing excellent agreement. Analysis of observed vertical plasma drifts and horizontal component H of magnetic field in Czechia and Belgium suggest that vertical motion of the F-region plasma is caused by <b><i>E</i></b>x<b><i>B</i></b> plasma drift.
DOI: 10.6084/m9.figshare.3512720.v1
title: Appendix A. The within-genus coefficients of variation for 76 genera represented by eight species or more.

description: The within-genus coefficients of variation for 76 genera represented by eight species or more.
DOI: 10.6084/m9.figshare.4898162.v1
title: PowerPoint Slides for: Thiazide-Associated Hyponatremia, Report of the Hyponatremia Registry: An Observational Multicenter International Study

description: <b><i>Background:</i></b> Hyponatremia is a frequent and potentially life-threatening adverse side effect of thiazide diuretics. This sub-analysis of the Hyponatremia Registry database focuses on current management practices of thiazide-associated hyponatremia (TAH) and compares differences between TAH and syndrome of inappropriate antidiuretic hormone secretion (SIADH). <b><i>Methods:</i></b> We analyzed 477 patients from 225 US and EU sites with euvolemic hyponatremia ([Na<sup>+</sup>] ≤130 mEq/L) who were receiving a thiazide diuretic. Of these, 118 met criteria for true thiazide-induced hyponatremia (TIH). <b><i>Results:</i></b> Thiazide was withdrawn immediately after hyponatremia was diagnosed only in 57% of TAH; in these patients, the median rate of [Na<sup>+</sup>] change (Δ<sub>daily</sub>[Na<sup>+</sup>]) was significantly higher than those with continued thiazide treatment (3.8 [interquartile range: 4.0] vs. 1.7 [3.8] mEq/L/day). The most frequently employed therapies were isotonic saline (29.6%), fluid restriction (19.9%), the combination of these two (8.2%), and hypertonic saline (5.2%). Hypertonic saline produced the greatest Δ<sub>daily</sub>[Na<sup>+</sup>] (8.0[6.4] mEq/L/day) followed by a combination of fluid restriction and normal saline (4.5 [3.8] mEq/L/day) and normal saline alone (3.6 [3.5] mEq/L/day). Fluid restriction was markedly less effective (2.7 [2.7] mEq/L/day). Overly rapid correction of hyponatremia occurred in 3.1% overall, but in up to 21.4% given hypertonic saline. Although there are highly significant differences in the biochemical profiles between TIH and SIADH, no predictive diagnostic test could be derived. <b><i>Conclusions:</i></b> Despite its high incidence and potential risks, the management of TAH is often poor. Immediate withdrawal of the thiazide is crucial for treatment success. Hypertonic saline is most effective in correcting hyponatremia but associated with a high rate of overly rapid correction. We could not establish a diagnostic laboratory-based test to differentiate TIH from SIADH.
DOI: 10.6084/m9.figshare.6756587.v2
title: LI LINGXIAO_logfile_ESM.csv from Students' learning style detection using tree augmented naive Bayes.

description: Log file for students' activities
DOI: 10.6084/m9.figshare.20198717.v1
title: Soil respiration

description: These are 3D soil images used to produce the results in the paper published by the Journal of the Royal Society Interface
DOI: 10.6084/m9.figshare.28869017.v4
title: Microstructure & physicochemical properties dataset of NaCl-based salt mixtures for concentrating solar power

description: We create two Excel files in our dataset. The details of the thermal expansion coefficient, thermal conductivity, specific enthalpy of fusion, specific capacity, density, and viscosity for 21 NaCl-based molten salt mixtures in different temperature ranges are recorded in an Excel file named <i>physicochemical properties dataset</i>. And another Excel file named <i>microstructure parameters dataset </i>contains the details of the ionic self-diffusion coefficient, coordination bond angle, coordination bond length, and coordination number of different ion pairs for the mixtures in different temperature ranges.
DOI: 10.6084/m9.figshare.5382757.v2
title: A Large Parallel Corpus of Full-Text Scientific Articles

description: NOTE FOR WMT PARTICIPANTS:There is an easier version for MT available in Moses format (one sentence per line. The files start with moses_like.<br>If you use this dataset, please cite the following wordk:<pre>@InProceedings{L18-1546, author = "Soares, Felipe and Moreira, Viviane and Becker, Karin", title = "A Large Parallel Corpus of Full-Text Scientific Articles", booktitle = "Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC-2018)", year = "2018", publisher = "European Language Resource Association", location = "Miyazaki, Japan", url = "http://aclweb.org/anthology/L18-1546" }</pre><br>We developed a parallel corpus of full-text scientific articles collected from Scielo database in the following languages: English, Portuguese and Spanish. The corpus is sentence aligned for all language pairs, as well as trilingual aligned for a small subset of sentences
DOI: 10.15468/dl.zvmfdt
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Holtbyrnia innesi (Fowler, 1934)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((8.2112 -0.773,8.9648 -2.2147,8.9648 1.4824,8.8631 1.3007,8.8278 -0.0747,8.2974 -0.3332,8.2112 -0.773))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013383-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.1477812.v1
title: BM14119C-V206.pdf

description: Clinical Study Reports on Orlistat released by EMA
DOI: 10.6084/m9.figshare.16625113.v1
title: Human Project Supplementary Tables

description: Preview version
DOI: 10.6084/m9.figshare.28979918.v1
title: Summarized GWAS outcome for all genotyped and imputed variants(~11 million)

description: This study presents a comprehensive genome-wide association study (GWAS) on primary spontaneous pneumothorax (PSP) in a Han Chinese population, encompassing three stages: an initial discovery phase (646 cases & 1072 controls) followed by two replication phases (1577 cases & 2766 controls). The study utilizes high-throughput SNP genotyping, whole-genome imputation, and rigorous statistical analyses to identify genetic variants associated with PSP.
DOI: 10.6084/m9.figshare.12687230.v5
title: Datasets associated with a paper published in Remote Sensing of Environment, titled “Anthropogenic transformation of Yangtze Plain freshwater lakes: patterns, drivers and impacts" https://www.sciencedirect.com/science/article/abs/pii/S0034425720303680

description: This datasets include the shapefiles of Aquaculture zone, Agricultural/build-up land and Natural water of lakes in middle and lower reaches of Yangtze River Basin in every three-year interval (1973, 1976, 1979, 1982, 1985, 1988, 1991, 1994, 1997, 2000, 2003, 2006, 2009, 2013, 2015, 2018)