cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.7433114.v2
title: Dynamic Tensor Clustering

description: Dynamic tensor data are becoming prevalent in numerous applications. Existing tensor clustering methods either fail to account for the dynamic nature of the data, or are inapplicable to a general-order tensor. There is also a gap between statistical guarantee and computational efficiency for existing tensor clustering solutions. In this article, we propose a new dynamic tensor clustering method that works for a general-order dynamic tensor, and enjoys both strong statistical guarantee and high computational efficiency. Our proposal is based on a new structured tensor factorization that encourages both sparsity and smoothness in parameters along the specified tensor modes. Computationally, we develop a highly efficient optimization algorithm that benefits from substantial dimension reduction. Theoretically, we first establish a nonasymptotic error bound for the estimator from the structured tensor factorization. Built upon this error bound, we then derive the rate of convergence of the estimated cluster centers, and show that the estimated clusters recover the true cluster structures with high probability. Moreover, our proposed method can be naturally extended to co-clustering of multiple modes of the tensor data. The efficacy of our method is illustrated through simulations and a brain dynamic functional connectivity analysis from an autism spectrum disorder study. Supplementary materials for this article are available online.
DOI: 10.17632/5xz2n6cmsh
title: PolyConfig

description: These configuration files are used for ToolKit RepTate as an input during Branch-on-Branch (BoB) simulation.
DOI: 10.17632/y6r62t56km
title: MOCAP database for three hand movements

description: The database contains different tests for each of the hand fingers for three different movements: Cylindrical grip, fine clamp and cuff closure. The tests were obtained with a Vicon motion capture system with 8 Bonita cameras. For the index, middle, ring and little finger tests, the capture was made with 5 markers. For the thumb tests, the capture was made with 8 markers. Each Excel file is a different test, It can be imported into a mathematical software for analysis, such as Matlab.
DOI: 10.6084/m9.figshare.11375364.v1
title: USHCN_derived

description: Derived USHCN data files containing long-term climate, climate indices, summary data, and calculated statistics. Raw data from the USHCN_raw dataset in this Figshare collection was processed and reduced in several ways using R code in the "Code and documentation repository" (droughtnet_precipsens_ecolets). The resulting derived data products are collected in files in this dataset.
DOI: 10.6084/m9.figshare.16552889.v1
title: Sounding the Voice of Tolerance: The Orò Secret Society at the Yorùbá Borderlands

description: Based on ethnographic research in Southeastern Bénin, this article considers how the Yorùbá <i>òrìs.à</i> (divinity) Orò bolsters religious pluralism by manifesting only as sound. Synthesizing theory from sound studies and religious studies, the article shows how Orò and his followers demand religious tolerance from those who would reject the spirit, such as Christians who oppose African Indigenous religions. Key to this process is how Orò interacts with the material world, as a voice that blankets towns during his yearly festival. The sound ignores material barriers, such as the walls of houses, to bring blessings to all who hear it. Yet to safeguard Orò’s ability to bestow such boons, his followers threaten violence against anyone who would publicly betray the secrecy surrounding how Orò’s voice manifests. Thus, non-initiated men must be confined indoors and keep Orò’s secrets or face potentially horrible consequences. Meanwhile, Orò’s followers force these detractors to encounter the divinity anyway. Thus in crossing material barriers, Orò ensures that all who hear him participate in his festival while reinforcing social boundaries based upon how they do so—as a sacred and beneficent sound, or an affront that nevertheless demands their silence. Supplemental data for this article is available online at
DOI: 10.6084/m9.figshare.22561222.v1
title: Supplementary Material for: Additional upfront thoracic ultrasound in the workup of patients with unilateral pleural effusion: A prospective observational pilot study.

description: Abstract: Background: In patients with pleural effusion, specific ultrasound characteristics are associated with pleural malignancy. Objectives: This study aims to evaluate the added value of an additional, up-front, systematic thoracic ultrasound (TUS) to standard imaging in patients with unilateral pleural effusion of unknown cause in a clinical setting. Methods: In a prospective observational pilot study, patients referred for work-up and thoracentesis of a unilateral pleural effusion received up-front TUS following a set protocol in addition to available imaging and US guiding the thoracentesis or diagnostic puncture. The primary outcome was the proportion of cases where systematic TUS changed the planned diagnostic work-up. Follow-up took place 26 weeks after inclusion. Results: From February to December 2020, 55 patients were included. Thirty-six (65%) patients had other chest imaging available before TUS. Twenty-one (38%) were diagnosed with malignant pleural effusion. Three patients (5%) had clinically relevant changes in the diagnostic work-up after additional systematic TUS. Conclusions: Additional up-front, systematic TUS had limited clinically relevant effect on the planned diagnostic work-up in patients with unilateral pleural effusion in a setting where chest CT scans often are available at referral.
DOI: 10.6084/m9.figshare.28136213.v2
title: Questionnaire

description: Questionnaire of Bindex Scanner vs DXA
DOI: 10.6084/m9.figshare.28378841.v1
title: SPIE_OE_Data.xlsx

description: This dataset contains the data of 5 successive irradiation cycles on optical fibers with X-rays. The irradiations were performed at 15 K. There are four channels (columns) corresponding to different powers of photobleaching light used. Dose (in Gy), time (in h) and temperature (in K) have also been included
DOI: 10.17632/zkjsnnwhkn
title: Graspability map for spatial grasp affordance estimation

description: The data describes endpoint configurations, of successful grasps of a mug. Each row is a configuration (position and orientation): x,y,z,q1,q2,q3,q4 (where q denotes a quaternion) in mug centered coordinates. The mug is depicted in mug.jpg. The graspability map can be used as input for estimating a spatial grasp affordence density, which is a probability density function that represents grasp success probability from the robot’s endpoint configurations.
DOI: 10.6084/m9.figshare.5121181.v1
title: Supplementary Material for: Genetic Differences between Five European Populations

description: <i>Aims:</i> We sought to examine the magnitude of the differences in SNP allele frequencies between five European populations (Scotland, Ireland, Sweden, Bulgaria and Portugal) and to identify the loci with the greatest differences. <i>Methods:</i> We performed a population-based genome-wide association analysis with Affymetrix 6.0 and 5.0 arrays. We used a 4 degrees of freedom χ<sup>2</sup> test to determine the magnitude of stratification for each SNP. We then examined the genes within the most stratified regions, using a highly conservative cutoff of p &lt; 10<sup>–45</sup>. <i>Results:</i> We found 40,593 SNPs which are genome-wide significantly (p ≤ 10<sup>–8</sup>) stratified between these populations. The largest differences clustered in gene ontology categories for immunity and pigmentation. Some of the top loci span genes that have already been reported as highly stratified: genes for hair color and pigmentation <i>(HERC2, EXOC2, IRF4)</i>, the LCT gene, genes involved in NAD metabolism, and in immunity (HLA and the Toll-like receptor genes TLR10, TLR1, TLR6). However, several genes have not previously been reported as stratified within European populations, indicating that they might also have provided selective advantages: several zinc finger genes, two genes involved in glutathione synthesis or function, and most intriguingly, <i>FOXP2</i>, implicated in speech development. <i>Conclusion:</i> Our analysis demonstrates that many SNPs show genome-wide significant differences within European populations and the magnitude of the differences correlate with the geographical distance. At least some of these differences are due to the selective advantage of polymorphisms within these loci.
DOI: 10.17632/2jstwkthtg
title: Public transport data

description: This dataset covers the public transport preference of the elderly population in the city of Kolkata. It was collected from random sampling across parts of the city.
DOI: 10.17632/p5dgz597wn
title: Cognitive Purchase Behavior of Bangladeshi Consumers on Social Media

description: The dataset primarily evaluates individuals attitude, social norms, perceived behavioural control and online purchase behaviour. The questionnaire consists of two sections: Section A collects demographic and psychographic data, whereas Section B investigates constructs derived from the Theory of Planned Behaviour (TPB). Data collection was carried out in Bangladesh between March and May 2024 using Google Forms and convenience sampling. This resulted in a total of 266 answers, with the majority coming from university students.
DOI: 10.17632/vcpdp8sdvh
title: Data for: NEW PREDICTIVE METHODOLOGY FOR THE APPARENT ACTIVATION ENERGY AND STRENGTH OF CONVENTIONAL AND RAPID HARDENING CONCRETES
DOI: 10.26188/5da552dadce9f
title: EPiC database - Cold rolled steel

description: This material is part of the free Environmental Performance in Construction (EPiC) Database. The EPiC Database contains embodied environmental flow coefficients for 250+ construction materials using a comprehensive hybrid life cycle inventory approach.<br><br>Steel is a ferrous metal and is an alloy of iron and carbon, as well as potential other elements. It has a very high tensile strength. Steel has been used in the construction industry for over a century.<br><br>The core material for making steel is iron, which is found in iron ore. Iron is extracted from iron ore in blast furnaces through the smelting process, while controlling for the content of carbon. The molten steel is usually further processed before being cast for its final use. Cold rolled steel is cooled at room temperature and then annealed or tempered.<br><br>Steel is commonly used in the construction industry, mainly as a structural material. Cold rolled structural steel is used to produce a range of more precise structural elements compared to hot rolled structural steel. These include structural members for trusses and profiles for roof and wall systems.
DOI: 10.6084/m9.figshare.13042931.v1
title: MALDI_NEDCmetabolites_2020-09-30.txt

description: Processed data from MALDI-TOF (Rapiflex Tissuetyper) mass spectrometry imaging<br><br>Tissue sections: Human prostate cancer, 45 samples from 15 patients<br><br>Acquisition description: Negative ion mode within mass range m/z 40-1000, using NEDC as matrix.<br><br>Data file contains: Intensities for 136 selected masses for ~188 000 spectra.<br><br>
DOI: 10.6084/m9.figshare.23458877.v1
title: <b>Supplementary information </b><b>supporting the 2024 comment by Laurence Gaume and Marion Desquilbet on the 2021 InsectChange data paper published in Ecology by van Klink et al.</b>

description: <b>Appendices, datasheets and scripts supporting the 2024 comment by Laurence Gaume and Marion Desquilbet on the 2021 InsectChange data paper published in Ecology by van Klink et al.</b><b><i>Appendix S1.pdf </i></b>lists and explains the problems encountered in InsectChange for each study.<b><i>Appendix S2.pdf </i></b>summarises the inclusion of freshwater noninsects in the InsectChange assemblages.<b><i>Appendix S3.pdf </i></b>describes the InsectChange-included datasets specifically designed to study particular factors of insect change and highlights the factor-induced situations that favour an increase or decrease in insects.<b><i>Problems.xlsx</i></b><b> </b>details information at the study level on the different problem types identified in InsectChange and their occurrence, the specific factor/driver in studies with an experimental or a major disturbing factor, the associated habitat change and the expected change in insect dynamics.<b><i>Fig2and5.xlsx</i></b><b> </b>provides information supporting Figures 2 and 5 of the comment, with one sheet per sub-figure.<b><i>FreshwaterNonInsects.xlsx</i></b><b> </b>details information at the plot level on the freshwater invertebrate assemblages including non-insects that have been considered in the InsectChange database.<b><i>CroplandCover.xlsx</i></b><b> </b>details information at the plot level on the adequacy of the local cropland cover for terrestrial plots and the adequacy of geographic coordinates for freshwater plots in InsectChange.<b><i>Stat_Invertebrates.zip</i></b><i> </i>provides data, scripts, outputs and images for the analyses of problem types and invertebrate trends of InsectChange carried out in the RStudio project <i>Stat_Invertebrates.Rproj</i>.<br>
DOI: 10.6084/m9.figshare.5363590.v1
title: Supplementary Material for: Variants in Chemosensory Genes Are Associated with Picky Eating Behavior in Preschool-Age Children

description: <i>Background/Aims:</i> Picky eating is prevalent among preschoolers and is associated with risk of both underweight and overweight. Although differences in taste perception may be due to genetic variation, it is unclear whether these variations are related to picky eating behavior. The aim of this study was to investigate the association of 6 single nucleotide polymorphisms (SNPs) in 5 candidate genes related to chemosensory perception with picky eating behavior and adiposity in a cohort of preschool-aged children. <i>Methods:</i> Parents of 2- to 5-year-old non-Hispanic white preschoolers (<i>n</i> = 153) responded to survey questions on demographics, and information regarding their child's breastfeeding history and picky eating behavior. Height and weight were measured to calculate body mass index (BMI) <i>z</i>-scores using standard growth charts, and saliva was collected for genotyping. Generalized linear models were used to examine associations between picky eating behavior and BMI <i>z</i>-scores with genetic variation. <i>Results:</i> When controlling for child age, sex, breastfed status, and parent education level, SNPs in <i>TAS2R38</i> (rs713598) and <i>CA6</i> (rs2274327) were associated with picky eating behavior in children. There was no association between SNPs and BMI <i>z</i>-scores. <i>Conclusion:</i> Genes related to chemosensory perception may play a role in children's picky eating behavior.
DOI: 10.6084/m9.figshare.14327783.v1
title: Tourism image and identity related to cultural practices and heritage perceived by residents: perspectives from the city of Blumenau, Santa Catarina, Brazil

description: Abstract Proposal: The growth of tourism leads to a large increase of tourism products offered in the market. Before travel decision making, and among the many options available, the tourist seeks information about the various destinations. The destination image created in this search process is a key driver for tourists. Despite the variety of factors that make up a given destination image, the cultural identity is composed of the destination own heritage. Also, to create an identity of a place involves the participation of the residents of the destination. Objective: This study seeks to analyze the brewing culture, as a possible cultural identity of the city of Blumenau and therefore considers the attitudes of the residents. Methodological Design: The research is considered exploratory and descriptive, with quantitative approach. From the review of the literature on the subject, we established twelve hypotheses. We performed data collection and analysis using the following statistical procedures: Cronbach's Alpha, Spearman's correlation, and the hypothesis test, using SSPS software. Results: The results obtained in the research, confirmed seven of the twelve hypotheses, indicating the existence of positive relations between the influence of the habits of the residents and the dimensions of the identity of Blumenau. Originality: It is concluded that it is possible to use the brewery culture as a cultural identity of the city, thus suitable for tourism promotion.
DOI: 10.6084/m9.figshare.19288370.v1
title: python_data.rar

description: The comparison between the data obtained from the MSAP model and and corresponding igsData (both with grid size of 64x64) from April 30, 2020 to May 29, 2020
DOI: 10.6084/m9.figshare.24783195.v1
title: Angle of repose

description: The dataset includes LIGGGHTS models (tilting board method and force-displacement method) and collected repose angle data.
DOI: 10.6084/m9.figshare.25283023.v1
title: a dataset of immunohistochemistry images

description: Jpeg format 100 images file of Immunohistochemistry used for the quantitative analysis of the cellular architecture of the embryonic mouse cortex. Blue, Pax6; Red, Tbr2; Green, Tuj1.
DOI: 10.6084/m9.figshare.26494342.v1
title: Razuvaeva Final PDF.pdf

description: Telegram feed of Russian youth leader Kseniya Razuvaeva, 2021-2022. Includes text and images, but not video. Downloaded from Telegram spring 2024.
DOI: 10.6084/m9.figshare.5971369.v1
title: Attachment_and_Online_Dating.sav

description: A survey was distributed on MTurk to individuals who met a romantic partner online. These individuals were asked questions to determine their communication patterns, adult romantic attachment, and the quality of the relationship.
DOI: 10.6084/m9.figshare.c.3607397_d7.v1
title: Additional file 6: of CRISPR library designer (CLD): software for multispecies design of single guide RNA libraries

description: Table S5. Counts after processing the raw read files with Additional file 17: Supplementary file 4 for PBS2. (XLSX 461 kb)
DOI: 10.17632/443cgsp6pf
title: Data for: The Cost of Gendered Attitudes on a Female Candidate: Evidence from Google Trends

description: Data used to investigate the role of gendered attitudes as a determinant of the vote in the 2016 US presidential election. The file includes data for proxies of negative attitudes towards women, elaborated with Google query data and survey-based data, and data for other variables that are known to determine vote, such as home state, unemployment rates and demographic variables, all at media market level.
DOI: 10.17632/rhy92hz82w
title: Effect of global value chains participation on CO2 emissions

description: These are the data used in the analysis with the title Effect of global value chains participation on CO2 emissions: Revised empirical results
DOI: 10.6084/m9.figshare.28309295.v3
title: ARCANE - Early Detection of Interplanetary Coronal Mass Ejections

description: See https://github.com/hruedisser/arcane
DOI: 10.6084/m9.figshare.4653439.v1
title: Global 10 x 10-km grids suitable for use in IUCN Red List of Ecosystems assessments (vector and raster format)

description: Global 10 x 10-km grid files for use in assessing Criterion B of the IUCN Red List of Ecosystems. Each file consists of a global grid with 5086152 individually identified grid cells. <br>Raster data. 10000m resolution. 32 Bit unsigned integer. World Cylindrical Equal Area. IMG format for use in ArcGIS, R, Erdas Imagine etc.<br>Vector data. World Cylindrical Equal Area. Shapefile format. <br><br>
DOI: 10.6084/m9.figshare.11983959.v4
title: Data from: Soil organic carbon is affected by organic amendments, conservation tillage, and cover cropping in organic farming systems: A meta-analysis

description: The data contained here include are Soil Organic Carbon and Microbial Biomass Carbon datasets used in two separate meta-analyses. These files contain 4 CSVs with data used in meta-analysis and 2 PDF files that are the meta-data describing the CSV files.
DOI: 10.6084/m9.figshare.16610341.v1
title: CONSORT checklist, extension for Pilot and Feasibility Trials for study "A Feasibility Study of Training in a Local Community Aimed Upon Health Promotion with Special Emphasis on Musculoskeletal Health Effects".

description: CONSORT checklist, extension for Pilot and Feasibility Trials
DOI: 10.6084/m9.figshare.19617375.v1
title: Secondary reversion to sexual monomorphism associated with tissue-specific loss of doublesex expression

description: Supplementary data
DOI: 10.6084/m9.figshare.29094035.v1
title: GLB_MonteCarloSimulations

description: GLB_MonteCarloSimulations
DOI: 10.6084/m9.figshare.5123194.v1
title: Supplementary Material for: Mortality Associated with Dose Response of Erythropoiesis-Stimulating Agents in Hemodialysis versus Peritoneal Dialysis Patients

description: <i>Background:</i> Several studies have shown an association between erythropoietin-stimulating agent (ESA) responsiveness and mortality in chronic kidney disease (CKD) patients. In our present study, we examined the association between prescribed ESA dose and mortality in peritoneal dialysis (PD) and hemodialysis (HD) patients. We hypothesized that PD patients received lower ESA dose for the same achieved hemoglobin compared to HD patients and that ESA dose-mortality associations were different between PD and HD patients. <i>Methods:</i> We compared the prescribed doses of ESA between 139,103 HD and 10,527 PD patients treated in DaVita dialysis clinics from 7/2001 through 6/2006 using adjusted Poisson regression and examined mortality-predictability of prescribed ESA dose and ESA responsiveness index (ESA/hemoglobin) in PD and HD with follow-up through 6/2007 using Cox regression models. <i>Results:</i> Poisson adjusted ratio of ESA dose of HD to PD was 3.6 (95% CI 3.5–3.7). In PD patients, adjusted all-cause death hazard ratios (HR) for ESA doses of 3,000–5,999, 6,000–8,999 and ≧9,000 U/week (reference &lt;3,000 U/week) were 0.97 (0.87–1.07), 0.85 (0.76–0.95) and 1.08 (0.98–1.18), respectively; whereas in HD patients across commensurate ESA dose increments of 10,000–19,999, 20,000–29,999 and ≧30,000 U/week (reference &lt;10,000 U/week) were 1.14 (1.11–1.17), 1.54 (1.50–1.58) and 2.15 (2.10–2.21), respectively. In PD and HD patients, the adjusted death HR of the 4th to 1st quartile of ESA responsiveness index were 1.14 (1.04–1.26) and 2.37 (2.31–2.43), respectively. <i>Conclusions:</i> Between 2001 and 2006, most PD patients received substantially lower ESA dose for same achieved hemoglobin levels, and low ESA responsiveness was associated with higher mortality in both HD and PD patients.
DOI: 10.6084/m9.figshare.9243557.v2
title: 学生成绩.xls

description: scores
DOI: 10.6084/m9.figshare.28466177.v2
title: <b>Global accumulated carbon storage in tidal marshes during 2001-2020</b>

description: This dataset captures global tidal marsh accumulated carbon storage at a 1 km resolution from 2001 to 2020 and is publicly available in single-band GeoTIFF format with World Mercator projection. We provided the tidal marsh carbon storage accumulation data at three-year intervals from 2001 to 2020, covering the periods:<b> </b>2001–2004, 2004–2007, 2007–2010, 2010–2013, 2013–2016, and 2016–2020.The data follow a standardized naming convention: ‘tidal marsh_xxxx.tif’. Regarding these file names, ‘xxxx’ refers to the time span of accumulated carbon storage in tidal marshes. It should be specifically noted that ‘tidal marsh_2001’ refers to the baseline year (2001) carbon stock of the tidal marsh, while ‘tidal marsh_0120’ represents the total accumulated carbon storage in the tidal marsh during 2001-2020.