cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/wzr2yv7r53
title: 2D geometric shapes dataset

description: This dataset is composed of 2D 9 geometric shapes, each shape is drawn randomly on a 200x200 RGB image. During the generation of this dataset, the perimeter and the position of each shape are selected randomly and independently for each image, the rotation angle of each shape is selected randomly for each image within an interval between -180° and 180°, as well the background colour of each image and the filling colour of each shape is selected randomly and independently. The published dataset is composed of 9 data classes, each class represent a type of geometric shape (Triangle, Square, Pentagon, Hexagon, Heptagon, Octagon, Nonagon, Circle and Star). Each class is composed of 10k generated image. This paper includes also a GitHub URL to the generator source code used for the generation which can be reused to generate any desired size of data. The proposed dataset aims to provide a perfectly clean dataset, for classification as well clustering purposes, the fact that this dataset is generated synthetically provides the ability to use it to study the behaviour of machine learning models independently of the nature of the dataset or the possible noise or data leak that can be found in any other datasets. Moreover, the choice of a 2D geometrical shape dataset provides the ability to understand as well to have good knowledge of the number of patterns stored inside each data class.
DOI: 10.17632/6wj6txh8t5
title: Assessment, External Verification and Modification of Models in Diagnosing Primary Aldosteronism Subtypes

description: supplemental material of Assessment, External Verification and Modification of Models in Diagnosing Primary Aldosteronism Subtypes
DOI: 10.17632/mfpyfmfrmw
title: 7075-t6铝合金拉伸声发射信号数据集

description: 7075-t6铝合金拉伸声发射数据集，包括内部的声发射信号和外部的载荷随时间的变化
DOI: 10.17632/krf48mrjz6
title: Algorithmic derivation of Dyson–Schwinger equations

description: Abstract We present an algorithm for the derivation of Dyson-Schwinger equations of general theories that is suitable for an implementation within a symbolic programming language. Moreover, we introduce the Mathematica package DoDSE^1which provides such an implementation. It derives the Dyson-Schwinger equations graphically once the interactions of the theory are specified. A few examples for the application of both the algorithm and the DoDSE package are provided. Title of program: DoDSE Catalogue Id: AECT_v1_0 Nature of problem Derivation of Dyson-Schwinger equations for a theory with given interactions. Versions of this program held in the CPC repository in Mendeley Data AECT_v1_0; DoDSE; 10.1016/j.cpc.2008.12.009 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.17632/6nf4pcydtw
title: An annotated bibliography showing 51 continuous centuries that recognize “democracy”’s definitional, conceptual, and practiced pluralism

description: 510 Years of acknowledgements, from multilinguistic literature, demonstrating that “democracy” means more than one thing and has been practiced in more than one place
DOI: 10.6084/m9.figshare.17705627.v1
title: LiDAR Data

description: The data include multi-platform LiDAR data of 12 plots of larch plantations, including airborne laser scanning data (ALS), unmanned aerial vehicle laser scanning (ULS) data, and backpack laser scanning (BLS) data. The data format is the standard point clouds (las).
DOI: 10.6084/m9.figshare.28347251.v6
title: Matbench Discovery - Model Predictions for Phonons

description: This dataset contains model predictions from various models evaluated on the
 Matbench Discovery benchmark for the phonons task.

 Task description: Modeling harmonic and anharmonic lattice vibrations

 For more information about the benchmark and models, visit:
 https://github.com/janosh/matbench-discovery.
DOI: 10.17632/6ndwmb2jzc
title: Data for:the Statistical Examination of Winning and Succeeding in Sports

description: This dataset is used to provide a statistical context in this paper.
DOI: 10.17632/yt4h7h9cvv
title: Cytotoxicity database

description: Database of cytotoxic evaluation of P. guajava and Peruvian propolis on 3 cell lines.
DOI: 10.6084/m9.figshare.27236805.v1
title: Interview transcripts

description: Combined interview transcript
DOI: 10.17632/sv3vg8g755
title: sales dataset

description: This dataset comprises essential data fields including Product ID, Product Code, Date, Order Demand, Promo, State Holiday, and School Holiday. With detailed records of sales transactions, this dataset facilitates robust predictive modeling for forecasting retail sales trends and patterns. Time-stamped data enables analysis of seasonal variations, while indicators like Promo and Holiday flags offer insights into the impact of promotions and holidays on sales. Researchers and retail professionals can utilize this dataset to develop accurate sales forecasting models, optimize promotional strategies, and improve demand planning. By understanding customer behavior in response to various factors, such as promotions and holidays, businesses can enhance decision-making processes and achieve better sales performance.
DOI: 10.17632/nmstgnmp25
title: RSV and HBoV1 co-infection causes more severe pathogenic damage to human respiratory epithelium than single infection

description: To analyze the differences in HAE gene expression between RSV and HBoV1 co-infection and single infection, total RNA of HAE with “RSV single”, “HBoV1 single”, “RSV and HBoV1” infection at 0 (mock-), 2 and 6 d.p.i. was isolated using the Magzol Reagent (Magen, China) according to the manufacturer's protocol. The quantity and integrity of RNA yield was assessed by using the K5500 (Beijing Kaiao, China) and the Agilent 2200 TapeStation (Agilent Technologies, USA) separately. the mRNA was enriched by oligo dT according to instructions of NEB Next® Poly(A) mRNA Magnetic Isolation Module (NEB,USA), and then fragmented to approximately 200 bp. Subsequently, the RNA fragments were subjected to first strand and second strand cDNA synthesis followed by adaptor ligation and enrichment with a low-cycle according to instructions of NEBNext® Ultra™ RNA Library Prep Kit for Illumina. The purified library products were evaluated using the Agilent 2200 TapeStation and Qubit (Thermo Fisher Scientific, USA). The libraries were sequenced by Illumina (Illumina, USA) with paired-end 150bp.
DOI: 10.17632/k788hsgnbw
title: Data for: A modified yield function for modeling of the evolving yielding behavior and micro-mechanism in biaxial deformation of sheet metals
DOI: 10.17632/m8nb2xrnxx
title: Extended CrowdHuman Annotation

description: This is an extended version of CrowdHuman annotation. Specifically, we annotated five facial landmarks for each face box in the dataset. If faces are too blurred or too small, we ignore them and consider them not to have facial landmarks. Images can download from this site: https://www.crowdhuman.org/
DOI: 10.17632/psmcz23j37
title: National Ambulatory Medical Care Survey (NAMCS)

description: The dataset represents National Ambulatory Medical Care Survey data. It is references in full in the main manuscript.
DOI: 10.17632/fysv2mtsdk
title: LINF_130018200

description: LYR domain containing protein; Leishmania infantum (strain JPCM5)
DOI: 10.6084/m9.figshare.24639309.v1
title: Data from: Prophages carrying Zot toxins on different Vibrio genomes: a comprehensive assessment using multi-layer networks

description: Original data from: Soto, E.F., M. Alegría, F. Sepúlveda, K. García, G. Higuera, D. Castillo,. F.E. Fontúrbel and R. Bastias. 2023. Prophages carrying Zot toxins on different Vibrio genomes: a comprehensive assessment using multi-layer networks. Environmental Microbiology <b>26</b>: e16654. https://doi.org/10.1111/1462-2920.16654This repository includes two CSV files:Genome_metadata.csv containing the genomes obtained after the screeningGenomes_used.csv containing the subset of genomes considered for analysis purposesWhen re-using this repository, please cite it (including the DOI number) along with the original paper.
DOI: 10.6084/m9.figshare.7639898.v1
title: A microphysiological model of the bronchial airways reveals the interplay of mechanical and biochemical signals in bronchospasm

description: Raw data and source data to generate the figures and statistics in the manuscript. Data in the Excel worksheet is labeled.
DOI: 10.17632/c3h9gpxnj9
title: Overactive PKA signaling underlies the hyperalgesia in an ADHD mouse model

description: The raw data of Western bolt.
DOI: 10.17632/6mc47d7hvy
title: CAD assembly of a fixture to achieve concentricity in an axial housing of primary air or forced draught fan

description: Axial housings for primary air or forced draught fans used in boilers in power plants have a cylindrical core and a cylindrical outer shell. Core and outer shell are fabricated with vanes in between them to guide airflow with minimum energy loss. The challenge in the fabrication is concentricity of core and outer shell. In fabrication industries, the concentricity is generally achieved manually that takes substantial amount of time. To reduce the time required to achieve concentricity, a modular design of fixture is presented here, in other words, a single fixture can be used to fabricate all designs of axial housing. The fixture assembly consists of circular plates (lower and upper), fixture plate, fixture rod, fixture pin, fixture plate inner tube, fixture plate outer tube (Refer to the attached figure). Upper circular plate has four circular grooves to accommodate four designs, if there are more designs then more circular grooves can be created in the CAD with respective diameters and thicknesses. Upper circular plate can be moved up and down with the help of screw and nut mechanism between upper circular plate and fixture rod, therefore an axial distance can be maintained between core and outer shell depending on the design requirement. To maintain radial clearance between core and outer shell of an axial housing, a translational joint is given between fixture plate inner tube and fixture plate outer tube enabling to achieve exact radial clearance. The length of these tubes can also be changed depending upon design requirements of different manufacturers of primary air and forced draught fans. Fixture plate must be welded with fixture plate outer tube. Following are the steps to achieve concentricity in an axial housing using the fixture- 1- Fix the fixture in bed. To maintain an axial distance between core and the outer shell, move upper circular plate up and down by rotating it. Use fixture pin to arrest the rotation and fix the upper circular plate. 2- Use fixture plate inner tube to maintain a radial clearance between core and outer shell by moving it radially. 3- Place the outer shell using the fixture plate inner tubes’ radial location; the inner surface of the outer shell must touch fixture plate inner tube. 4- Remove fixture plate along with fixture plate outer tube and fixture plate inner tube. 5- Place the core using one of the circular grooves whose diameter must be equal to the diameter of the core and thickness equal to the thickness of the core. After this, the usual fabrication of the axial housing can be executed. The CAD assembly (fixture_assem.SLDASM, fixture_assem.IGS) was executed in Solidworks that can be used to manufacture a fixture that will drastically reduce the cycle time of axial housings thereby increasing the productivity and effectiveness in the production shop. The CAD can also be modified to manufacture a fixture for achieving concentricity in any product having a cylindrical core and shell.
DOI: 10.17632/d4kcp9zvkj
title: A study of "Waves of regulated protein expression and phosphorylation rewire the proteome to drive gametogenesis in budding yeast". Wettstein et al.

description: Raw data for Western Blot, Spot Assays and IF images related to Dev Cell publication "Waves of regulated protein expression and phosphorylation rewire the proteome to drive gametogenesis in budding yeast"
DOI: 10.6084/m9.figshare.16601246.v1
title: Supplementary Material for: C-X-C Motif Chemokine Ligand 16 Is a Potent Predictor of Outcomes in Dialysis Patients

description: <b><i>Introduction:</i></b> C-X-C motif chemokine ligand 16 (CXCL16) is an inflammatory marker that has been found to be predictive of outcomes in patients with cardiovascular disease. Our previous work has also demonstrated its relation to cardiac injury in dialysis patients. However, it is yet unclear whether there is an association between CXCL16 and adverse outcomes in dialysis patients. We aimed to evaluate its prognostic value along with several traditional inflammatory markers in the current study. <b><i>Methods:</i></b> This is a multicenter longitudinal study of prevalent dialysis patients. Circulating inflammatory markers including CXCL16, C-reactive protein (CRP), tumor necrosis factor-α, and interleukin-6 (IL-6) were measured using a multiplex assay. The primary outcomes were all-cause mortality and a composite of major adverse cardiovascular events (MACEs). The associations between biomarkers and outcomes were analyzed using Cox proportional hazards regression models. <b><i>Results:</i></b> Of the 366 participants with available plasma samples, the average age was 52.5 (±12.1) years, and there were 160 (43.7%) female participants. For all-cause mortality, logarithmically transformed CXCL16, IL-6, and CRP were independent predictors after adjustment for covariates. When the 3 markers were included in the same model, CXCL16 was the only one remaining its significance. For MACEs, logarithmically transformed CXCL16 and IL-6 were significant predictors when analyzed separately and CXCL16 was an independent predictor even after adjustment for IL-6. When the biomarkers were analyzed as categorical variables, only CXCL16 was associated with both outcomes. Adding CXCL16 to established risk factors improved risk prediction as revealed by Net Reclassification Index (NRI). <b><i>Conclusion:</i></b> Using a multimarker approach, we determined that CXCL16 is a potent predictor of all-cause mortality and cardiovascular events in dialysis patients. Our data suggest CXCL16 may improve risk stratification and could be a potential interventional target.
DOI: 10.6084/m9.figshare.21215126.v1
title: BMJ_EBM_APPENDIX_4-_10_AF_STUDY_COMBINED_short FINAL.xlsx

description: <strong>Investigation into financial conflicts of interest and screening for atrial fibrillation in the UK: a cross-sectional study</strong><br> <strong>(bmjebm-2022-112004)</strong>
DOI: 10.17632/tppjhvyv78
title: Anxiety, depression, and quality of life of caregivers of palliative care patients with cancer

description: Data Analysis
Data were tabulated in a Microsoft Excel database and then analyzed using SPSS Statistics version 26. Descriptive statistics were used to describe the sociodemographic characteristics; frequencies, means, and standard deviations were calculated. Spearman’s correlation coefficient and Kruskal-Wallis and Pearson’s chi-square tests were employed to determine the relationship between participants’ sociodemographic characteristics and their relationship with anxiety, depression, and quality of life.
DOI: 10.6084/m9.figshare.5881393.v1
title: Calibrated data for environment awareness

description: Data on calibrated environment awareness using Wei et.al.,2017 data.
DOI: 10.17632/bk4hh37rfr
title: Investigating Students’ Attitudes Toward Poverty and Impoverished Persons - A case study: Ho Chi Minh City Open University, Vietnam

description: The data were collected from Ho Chi Minh City Open University, Vietnam. The sample was divided into two subpopulations: social work (SW) and  nonsocial work (NSW) undergraduate students. The data shows the attitudes toward poverty and poor population of social work students and nonsocial work students in Vietnam.
DOI: 10.17632/g7grmnff98
title: Dermatologic Side Effects of Common Antibiotics Utilized in CF Exacerbations (Supplemental)

description: Dermatologic Side Effects of Common Antibiotics Utilized in CF Exacerbations
DOI: 10.6084/m9.figshare.3554250.v1
title: Appendix B. Means and standard deviations of non-serpentine and serpentine soil properties.

description: Means and standard deviations of non-serpentine and serpentine soil properties.
DOI: 10.17632/7f3jvhw74s
title: United States Cutaneous Lymphoma Consortium Recommendations for Treatment of Cutaneous Lymphomas During the COVID-19 Pandemic

description: Supplemental Table to guide clinicians in the treatment of cutaneous lymphomas during the COVID-19 pandemic with specific recommendations for individual therapies and specific cutaneous lymphomas
DOI: 10.6084/m9.figshare.11866329.v2
title: AntiSMASH analysis of contigs- BGC expression data for gradient plots

description: AntiSMASH annotations, filtered
DOI: 10.6084/m9.figshare.21443217.v1
title: Supplementary Material for: Early time-restricted eating reduces weight and improve glycemic response in young adults: a pre-post single-arm intervention study

description: Introduction: Time-restricted eating (TRE) has cardiometabolic health benefits by optimizing circadian rhythms. However, limited data are available on the effect of early TRE in young adults. The objective of this pre-post single-arm trial was to test the effect of TRE on body composition and cardiometabolic risk factors and to evaluate changes in meal and sleep timing by TRE among young adults with typically late bedtime. Methods: This 4-week intervention was conducted in healthy young adults aged 18-30 years. Dietary records with time logs were collected before and during the intervention and nutrient intake and meal timing were evaluated. Snack packages containing 20 g/day of protein were provided weekly. Body composition was measured weekly using bioelectrical impedance analysis. Blood samples were collected before and after the intervention, and cardiometabolic parameters were evaluated. Results: Of the 36 screened participants, 34 completed the study (completion rate 94.4%). The average age was 23.4 ± 2.9 years with 64.7% female. The mean wake-up time and bedtime were 09:16 ± 01:26 and 01:51 ± 01:39 with average sleep duration of 7.4 ± 1.4 hour. Body weight and fat mass, excluding muscle mass, were significantly reduced over 4 weeks compared to baseline only in the early TRE group starting before noon. The early TRE group also showed significantly reduced fasting glucose, fasting insulin, and serum triglyceride (TG) levels after 4 weeks. However, the late TRE group starting after noon showed no significant changes except a reduced TG level. The meal timing was changed by TRE, where the first meal was delayed and the last meal was shifted. Neither sleep duration nor timing was significantly changed by TRE. Energy intakes was not different, but protein intake increased from 19.2% to 22.6% due to snack packages during intervention. However, no significant correlation between nutrient intakes and body composition changes was found. There were no adverse events related to study participation. Conclusions: An early TRE regimen may be a feasible and effective strategy to manage body composition and cardiometabolic risk factors in young adults, without altering the sleep–wake cycle. Trial Registration: The Clinical Research Information Service (CRIS.nih.go.kr) identifier: KCT0006443
DOI: 10.6084/m9.figshare.3471740.v1
title: Neural signatures of incremental text processing correlate with word entropy in a natural story context

description: Poster presented at 2014 meeting of the Society for the Neurobiology of Language<br>
DOI: 10.17632/22mk652zzj
title: MATLAB Code for Effect of Age and Morphology on Live Birth Rate After Cleavage Stage Embryo Transfer

description: The MATLAB program solve_morphology3.m takes in embryo transfer information including age at oocyte retrieval, number of embryos of each embryo quality grouping, and number of live births that resulted. The program uses linear algebra to solve for the best fit live birth rates for embryos in each quality group and age using moving centered age groups centered on the age of interest. The analysis is performed for moving centered age groups of 1, 3, 5, 7, and 9 years. The program can analyze any number of embryo quality groupings (such as good/fair/poor or excellent/good/fair/poor or others). A description of the program including required inputs and outputs is included in the comments section at the beginning of the code.
DOI: 10.17632/f33dzx4s3v
title: Data for: Determining Passenger Car Equivalent (PCEs) for Pretimed Signalized Intersections with Severe Motorcycle Composition using Bayesian Linear Regression.

description: This data file includes the raw datasets to model passenger car equivalent (PCEs) in Banda Aceh of Indonesia. The cycle represents the number of cycle times used, the satime is observed saturation time, mcyc represents motorcycle (MC), pascar represents passenger car (PC), mrick represents motorized rickshaw, and hveh is a heavy vehicle (Bus/Truck). Datasets were observed and collected at urban pre-timed signalized intersections.
DOI: 10.17632/8fc7fr8g63
title: Integrative imaging reveals SARS-CoV-2 induced reshaping of subcellular morphologies. Cortese et al.
DOI: 10.17632/p3ztgnr7r4
title: Data for: Impact of transforming Karst mountainous forests into urban parks on plant diversity patterns

description: This dataset comprises all the data utilized to analyze the effects of transforming karst mountainous forests into urban parks and their impact on plant diversity patterns. It includes the species names and abundances of three types of woody plants.
DOI: 10.17632/zy6bm4nr9w
title: Data for: Exact Optimization and Decomposition Approaches for Shelf Space Allocation

description: These datasets are constructed for the experiments in the paper named "Exact Optimization and Decomposition Approaches for Shelf Space Allocation".
DOI: 10.17632/nxbjyxwhzk
title: Media Narratives on China’s BRI in Nepal: Impact on Nepal-China Relations

description: the media narratives on China's Belt and Road Initiative (BRI) projects in Nepal by three prominent Nepalese newspapers: My Republica, The Himalayan Times and The Kathmandu Post. Analyzing news articles, the study investigates how these newspapers frame BRI projects in Nepal across economic, geopolitical, and sociocultural dimensions
DOI: 10.17632/67x797r6vt
title: JDE 2019 Nepal Paper: Chakravarty, S., M. Lundberg, P. Nikolov and J. Zenker. 2019. Vocational training programs and youth labor market outcomes: Evidence from Nepal. Journal of Development Economics.

description: Chakravarty, S., M. Lundberg, P. Nikolov and J. Zenker. 2019. Vocational training programs and youth labor market outcomes: Evidence from Nepal. Journal of Development Economics. https://doi.org/10.1016/j.jdeveco.2018.09.002
DOI: 10.17632/kmxj3x4rkr
title: Data for: Diamond-forming media through time - trace element and noble gas systematics of diamonds formed over 3 billion years of Earth's history

description: Raw counts and signals of the trace element and noble gas analyses of gem diamonds from the Koffiefontein, Letlhakane, and Orapa mines in South Africa and Botswana.
DOI: 10.17632/wkwm6kg9hc
title: Marion Island 36Cl exposure ages from MIS2/3: the CRONUScalc input file

description: This dataset provides the input file for calculating 36Cl exposure ages using the CRONUScalcv2.1 website calculator (http://cronus.cosmogenicnuclides.rocks/2.0/html/cl/ ; Marrero et al., 2016) for glacial features across Marion Island. Isotope ratios were determined with the 5MV AMS at SUERC. Further method procedures and data attributes are discussed in the associated paper, Rudolph et al. (2023).
DOI: 10.21233/nyfh-tj40
title: Aoki ostracode surface sample dataset

description: Raw data for the Aoki ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.