cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/brg4dz8nbb
title: ARKOMA: The Dataset to Build Neural Networks-Based Inverse Kinematics for NAO Robot Arms

description: The dataset that we published in this data repository can be used to build neural networks-based inverse kinematics for NAO robot arms. This dataset is named ARKOMA. ARKOMA is an acronym for ARif eKO MAuridhi, all of whom are the creators of this dataset. This dataset contains input-output data pairs. In this dataset, the input data is the end-effector position and orientation in the three-dimensional cartesian space, and the output data is a set of joint angular positions. These joint angular positions are in radians. For further applications, this dataset was split into the training dataset, validation dataset, and testing dataset. The training dataset is used to train neural networks. The validation dataset is utilized to validate neural networks’ performance during the training process. Meanwhile, the testing dataset is employed after the training process to test the performance of trained neural networks. From a set of 10000 data, 60% of data was allocated for the training dataset, 20% of data for the validation dataset, and the other 20% of data for the testing dataset. It should be noted, this dataset is compatible with NAO H25 v3.3 or later.
DOI: 10.17632/kw7m5f4sjv
title: Cross-cultural evaluation of the French version of the Delusion Assessment Scale (DAS) and Psychotic Depression Assessment Scale (PDAS)

description: Data for the cross-cultural evaluation of the French version of the Delusion Assessment Scale (DAS) and Psychotic Depression Assessment Scale (PDAS).
DOI: 10.6084/m9.figshare.3513485.v1
title: Appendix C. A table listing the estimated relative soil water content of the sites in summer.

description: A table listing the estimated relative soil water content of the sites in summer.
DOI: 10.17632/6xd5c6z2gn
title: The Traveling Purchaser Problem with Promotional Packages (TPP-PP) problem set, and best-found solutions

description: This file pack represents the supplemental data of the study "The Traveling Purchaser Problem with Promotional Packages " introduced by I. Kucukoglu. Files include the data of the TPP-PP instances and the details of the computational results obtained by the proposed algorithm in the related study. Description of the files is given in a "readme.txt" file for both the problem and solution files.
DOI: 10.6084/m9.figshare.25747128.v1
title: R analysis home vaccination.R

description: Data analysis of the data set on COVID-19 home vaccination program in Greece
DOI: 10.17632/fhtckbgrbt
title: habits about wear clothing of brazilian people and the ecological footprint

description: The present study aimed to evaluate the Brazilian consumer's ecological footprint and the awareness of sustainability in the clothing production stages using data mining technique. A questionnaire was developed to evaluate the Ecological Footprint of clothing consumers, including questions about apparel acquired and the level of knowledge about the lifestyle, and sustainability. Questions were adapted from the Ecological Footprint concept (GFN, n/d). The questions were related to gender, level of education, income, amount of money spent in clothes, a way of transport, general data on lifestyle, energy expenditure, means of transportation, amongst other which tell the consumer consciousness for impacting the environment. The online questionnaire, developed in Google Docs, was sent using internet tools (emails and social networks).
DOI: 10.17632/v4g8fxv52f
title: Development model from organisational symmetries in 61 countries

description: The data contains the path diagram created with the statistical method CFA and SEM, with data from 61 countries, 13 variables and time period between 2017-2019. The data set is in SPSS and AMOS, computer software programms. They are institutional variables, integrated in a system that reveals structural mechanisms that consist economic development process and functions. This model can be characterised universal and compatible for every heterogeneous local territory and therefore policymaking can apply its findings and acquire the role of a strategic tool in designing pathways towards an envisioned future
DOI: 10.17632/kxcgpn9ckv
title: The data of study about the chitosan-selenium nanoparticles on depression-like behaviour induced by fluoride in mice via JAK2-STAT3 pathway

description: Data 18 firstly showed an unprecedented and very important finding was that 150 mg/L Sodium fluoride (NaF) resulted in the insufficient Se content in cortex. However, CS-SeNPs supplementation was beneficial to cortical Se retention in a dose-dependent manner and could antagonize fluoride-induced cortical Se depletion in data 18, which implied that oral administration of CS-SeNPs could be an effective way to supply Se. Further data 20 and 21 suggested that NaF decreased DA and NE content in the cortex, and 1 mg/kg·bw CS-SeNPs reduced the content of DA and NE, and 2 mg/kg·bw CS-SeNPs reduced the DA levels, while 0.5 mg/kg·bw CS-SeNPs had no obvious impact on the content of DA and NE, suggesting that long-term intake of 1, and 2 mg/kg·bw CS-SeNPs had potential negative effects on the monoamine nervous system. Interestingly, data 20 and 21 demonstrated that 0.5 and 1 mg/kg·bw CS-SeNPs protected against dopaminergic and noradrenergic damage caused by NaF in the cortex of mice in this research, which provided the theoretical basis for CS-SeNPs to exert antidepressant - like behavior. Raw data 22-24 showed that the decreased CORT secretion was induced by fluoride in the cortex, however, the expression of GR was significantly increased in the cortex exposed to fluoride, and there was no obvious change of CRF. 0.5 mg/kg·bw and 2 mg/kg·bw CS-SeNPs significantly increased the secretion of CORT and CRF, and 0.5 mg/kg·bw CS-SeNPs significantly decreased the expression of GR, suggesting that CS-SeNPs may improve the response of HPA axis to stress. What’s more, CS-SeNPs of 0.5 mg/kg·bw, 1 mg/kg·bw and 2 mg/kg·bw reestablished the fluoride-reduced CORT secretion. These results demonstrated that the mechanisms of fluoride-induced depression-like behavior were mainly related to the abnormal secretion of monoamine neurotransmitters, rather than the abnormal hyperactivity of the HPA axis. And 0.5 mg/kg·bw and 1 mg/kg·bw CS-SeNPs reversed the abnormal secretion of monoamine neurotransmitters. These data can be used for reference or comparison to further understand the neurotoxicity of long-term use of CS-SeNPs. At the same time, these data provide a comparison of the neurotoxicity of different doses of CS-SeNPs. 0.5 mg/kg·bw provides a relatively safe threshold for long-term consumption CS-SeNPs.
DOI: 10.17632/hz6ptn66d6
title: Data for: Creep damage assessment of ex-service 12 % Cr power plant steel using digital image correlation and quantitative microstructural evaluation
DOI: 10.17632/r9jzm5zhjn
title: Dataset on succession planning and business performance of private universities in ogun state, Nigeria

description: The questionnaire is separated into three units which are; unit A, Unit B and Unit C. Unit A contained questions on demography while Section B and C asked relevant questions relatable to the indicators.
DOI: 10.26180/23975121.v1
title: Tables A1, A2 and A3: Energy justice metric data. August 2023

description: Energy justice metric data for Australia, France, Trinidad-Tobago, Guyana, French Guiana, Iran, Malaysia, Kenya and Uganda as at August 2023.
DOI: 10.6084/m9.figshare.28388243.v1
title: Phenotypic data of the association panel

description: Means of phenotypic data of the association panel used for GWAS and the independent validation panel. Genotypes beginning with AP belong to the old garden rose panel, AS to the new garden rose panel and CRP to the cut rose panel. Phenotypic data for the validation panel is provided by the Federal Plant Variety Office (Hanover, Germany).
DOI: 10.17632/65txhrnvnj
title: Data for: Field scale quantification of return flow

description: Attached are data that were used to calculate return flow for this study. We do not include geophysical data as it is too large and is still a niche field where few people are likely excited to work with those data. We will revisit publication of geophysical data if it turns out there is interest in using those data.
DOI: 10.6084/m9.figshare.27246660.v2
title: The raw data of manuscript "Governing Urban Internal Functional Shrinkage by Optimizing External Morphology - A Framework and Its Application in Chinese Cities" submitted to Journal of 《Humanities and Social Sciences Communications》.

description: The raw data of manuscript "Governing Urban Internal Functional Shrinkage by Optimizing External Morphology - A Framework and Its Application in Chinese Cities" submitted to Journal of 《Humanities and Social Sciences Communications》.
DOI: 10.17632/8677by7j68
title: BIVA and anthropometric assessment of youth water polo players

description: Twenty-four young water polo players (age: 13.30yrs ± 0.55), took part in the study. To be included, participants needed to have consistently trained over the past year and competed in the regional championship. Exclusion criteria included having no injuries or clinical conditions at the time of the study, not being on medication, and not following any special dietary plans (e.g., hypo- or hyper-caloric diets).
Data were collected before and after a typical training session aiming to i) characterize young water polo players in terms of anthropometric and bioelectrical profile and according to the maturity offset and ii) provide information on hydration changes after training, using the bioelectrical impedance vector analysis.
Dataset includes demographic details (such as years of practice, weekly training frequency and duration, and other sports previously or currently practiced), anthropometry (including basal measurements such as stature, body mass, and sitting height, girths, and skinfolds), bioelectrical values (such as raw resistance and reactance), and derived body composition (body mass index, waist to height ratio, fat mass) and maturity offset (peak height velocity, adult stature) values.
DOI: 10.17632/zxtzr3zpmr
title: JAAD 2020

description: Supplemental Figures Related to JAAD. Skin biopsy and skin cancer treatment use in the Medicare population, 1993 to 2016
DOI: 10.17632/7gd3543zd4
title: Contract farming and rural transformation

description: Replication data and code for Arouna, A., Michler, Jeffrey D., and Lokossou, Jourdain C. 2021. "Contract farming and rural transformation: Evidence from a field experiment in Benin." Journal of Development Economics 151: 102626.
DOI: 10.6084/m9.figshare.741685.v1
title: In search of lost hourglass: Developmental constraints on transcriptome evolution vary for different molecular features

description: Poster reporting a study of the "hourglass" pattern of Evo-Devo, using a modular analysis of microarray data. This poster won Best poster prize at the Swiss Institute of Bioinformatics, and 2nd Best poster prize at ECCB (http://eccb12.org/). Results now reported in PLOS Genet (see link).
DOI: 10.17632/4h3cn476jv
title: On the design of a piezoelectric self-sensing smart composite laminate_ Dataset

description: This excel file contains the raw data related to the cycle tests performed on the self-sensing GFRP powder laminates for the paper "On the design of a piezoelectric self-sensing smart composite laminate".
DOI: 10.17632/f4b8f8v5vv
title: Data for: Benford's Law and COVID-19 Reporting

description: Daily COVID-19 cases for Italian regions, Chinese provines, and U.S. states and Benford's Law calculations.
DOI: 10.17632/fjkwnhmdjp
title: Spatially and temporally resolved metabolome of the oral human cavity, positive ionization mode, batch 1

description: BACKGROUD: Saliva samples (#159) from 20 healthy volunteers, including ten males and ten females was analyzed using a semi-targeted LC-MS/MS platform. 
SAMPLE NAMES: 
Structure: [polarity]_[batch]_[sample type]_[subject id]_[time of collection]_[oral location]_[injection number].
explanation: Polarity (neg = negative, pos = positive), batch (1, 2), sample type (blank, QC, sample), time (M = morning, A = afternoon, E = evening), oral location (AT = above the tongue, BT = below the tongue, CK = cheek)
Note: When subject id, time of collection, and oral location for blank and QC sample type are equal to 0. 
RESULTS: Many the metabolites that exhibit heterogeneous distribution, several important metabolites are linked to oral health, such as N-acetylated metabolites, L-ornithine, saccharides, and guanosine monophosphate. Next to the spatial distribution of metabolites, we identified known and novel time dependencies. Among the novel diurnal metabolites, N-acetyl methionine, N,N,N-trimethyl lysine, and N-acetyl tryptophan revealed diurnal patterns in all oral locations. Where the former two behave similarly to cortisol, and the latter has its nadir in the M. Moreover, a pool of amino acids and mono-phosphorylated nucleotides manifested a significant diurnal rhythm exclusively in BT.
DOI: 10.17632/h59p23ct7d
title: Engineering of Thick Human Functional Myocardium via Static Stretching and Electrical Stimulation

description: Human cardiac-muscle patches (hCMPs) constructed from cardiomyocytes (CMs) that have been differentiated from human induced-pluripotent stem cells (hiPSCs) can fully replicate the genetic background of each individual patient and, consequently, can be used for personalized drug testing, disease modeling, and therapeutic applications. However, hCMPs produced via conventional techniques are relatively thin and typically contain hiPSC-CMs that are structurally and functionally more similar to CMs from fetal and neonatal hearts than from the hearts of adults. Here, we used our layer-by-layer (lbl) fabrication protocol to construct thicker (>2.1 mm), triple-layered hCMPs, and then evaluated hiPSC-CM maturity after ten days of standard culture (Control hCMPs), static stretching (Stretched hCMPs), or static stretching with electrical stimulation at 15 or 22 V (Stretched+15V or Stretched+22V hCMPs, respectively). Qualitative assessments of immunofluorescently stained hCMPs suggested that the expression and alignment of contractile proteins was greater in Stretched+22V hCMPs than in hCMPs from any other group, while quantitative assessment of mRNA abundance and protein expression via Western Blot analysis identified changes in patterns of gene expression that also suggested the Stretched+22V protocol significantly enhanced hCMP maturation. Images obtained via transmission electron microscopy indicated that static stretching and electrical stimulation were associated with dramatic increases in the development of Z-lines and gap junctions, and sarcomeres were significantly longer in hCMPs that underwent any of the maturation protocols than in Control hCMPs. Collectively, these observations confirm that our lbl fabrication protocol can be used to generate hCMPs of >2.1 mm thickness, and that hCMP maturity increased dramatically after just ten days of static stretching and electrical stimulation.
DOI: 10.17632/89hy2m6tjs
title: Data from "China's demand shock in World commodity markets: do resource windfalls lead to economic growth for commodity exporters? "

description: The data and code used in "China's demand shock in World commodity markets: do resource windfalls lead to economic growth for commodity exporters?"
DOI: 10.17632/jfbczhcrmk
title: Output data from: The Value of Natural Capital in the Long Run: Ecosystem Services, Land Use Change, and Economic Growth

description: The csv file contains the yearly time series for each biome and ESSs category throughout the 20th century.
DOI: 10.17632/r2w865c959
title: mouse_rsfMRI_ds1_part2

description: resting state fMRI BOLD data from 40 mice, TR = 1.2 seconds, 500 timepoints. raw data. Dataset from: https://doi.org/10.1016/j.cub.2019.06.017
DOI: 10.17632/v7cxtnbn2n
title: GROWTH AND YIELD RESPONSE OF LETTUCE (Lactuca sativa) USING MYKOPLUS AND BIO-N BIOFERTILIZERS

description: The data presents the ANOVA results for the growth and yield of lettuce under varying levels of biofertilizers with synthetic fertilizers. Our research hypothesis was application of combined different biofertilizers with synthetic fertilizers will result into better growth and yield unlike with control. In addition, it is a way of lessening the use of synthetic fertilizers which is costly and used of alternative fertilizers that is environment friendly. The growth and yield data revealed significant results. While the number of lettuce leaves resulted into non-significant.
DOI: 10.6084/m9.figshare.28280945.v1
title: Original data for the manuscript "Scaling in source kinematics of laboratory and natural earthquakes".

description: Source data for experiments. Summarization of data.<br><br>
DOI: 10.6084/m9.figshare.28794065.v1
title: Cut-Off GALAD

description: A new GALAD cut-off for HCC.
DOI: 10.17632/3d4kp6hznh
title: Community composition and diversity of spider assemblages in relation to dry deciduous forest of Chandrapur district, India

description: The tropical, dry deciduous forests of Chandrapur district provide a wide variety of natural ecosystems to the spider species, leading to spider diversity and abundance. Hence the spiders can be grouped into various ecological guilds, based on the foraging mode as orb weavers, space web builders, sheet web builders, ambushers, ground runners, foliage runners, stalkers etc. The present investigation, therefore, has an interdisciplinary approach that will undertake a comprehensive and holistic study of spider diversity along with the plant diversity. Well established sampling protocols for spider collections were adapted in different selected sampling plots from Chandrapur district. The present study reveals the occurrence of 21 different families, 57 genera and 90 species. Out of total spider species recorded, about 43% were found orb weaver, 17% stalker, 14% ground runner, 13% ambusher, 8% foliage runner, 3% space web builder and 2% were sheet web builder. Occurrence of high number of Araneids could be due to mixed vegetation of the forest which provides enough space to build web of different size and protection from their predators. The forest is dry deciduous and rich in shrubs as understory habitats resulting into more number of Salticides and Lycocides which are stalker in guild. Moderate numbers of Thomicides found in this region is due to availability of flowering plants with deep vegetation in forest area.
Key word: Spider diversity, Tropical dry deciduous forest, Araneidae, Lycocidae, Salticidae
DOI: 10.17632/nsj24xpck2
title: Postoperative opioid prescription fill rates and consumption in skin cancer patients: a systematic review

description: Supplemental material for "Postoperative opioid prescription fill rates and consumption in skin cancer patients: a systematic review" by King et al.
DOI: 10.6084/m9.figshare.2008569.v2
title: A test of browser impacts on ecosystem function.

description: These data files are used for analyses in manuscript Ellis, N.M. and Leroux, S.J. [submitted]. A test of browser impacts on ecosystem function.This data includes information on the plant community characteristics, litter quantity, soil quality, and litter decomposition rates, as well as abiotic characteristics in Newfoundland, Canada. The file also contains R code used for analyses of this data. When importing new data (i.e. sw_sites2.csv, ind_spec.csv, height1.csv, litter.csv, soil_quality.csv, decomposition.csv, correlations.csv) while running the R code, be sure to set the Please read the metadata carefully before using this data.
DOI: 10.6084/m9.figshare.22001888.v2
title: Data of the Synthesis of the Translations Stage - Translation and cross-cultural adaptation of the “Protocolo de Avaliação Miofuncional Orofacial MBGR” from Brazilian Portuguese into English.

description: Data of the synthesis of the translations stage in which the translators and a recording observer synthesized the translations (T1 and T2) into one common translation (T12).
DOI: 10.6084/m9.figshare.24191070.v1
title: Supplementary Material for: Correlation between bilirubin elimination with the cytokine adsorber Cytosorb® and mortality in critically ill patients with hyperbilirubinemia

description: Introduction: Hyperbilirubinemia is often the first evidence for any kind of liver disorder and over one third of all patients on intensive care units (ICU) show elevated bilirubin concentrations. In critically ill patients, high concentrations of serum bilirubin are correlated with a poor outcome. Therapies to lower bilirubin concentrations are often just symptomatically and their effect on the patients’ outcome is hardly evaluated. Therefore, this study investigates whether the extracorporeal elimination of bilirubin with the cytokine adsorber Cytosorb® (CS) reduces mortality in patients with hyperbilirubinemia. Methods: Patients with bilirubin concentrations &gt; 10 mg/dl at the ICU were screened for evaluation from 2018 to 2020. Patients with kidney replacement therapy (KRT) and older than 18 years were included. Patients with continuously decreasing bilirubin concentrations after liver transplantation or other liver support systems (i.e. Molecular Adsorbents Recirculating System (MARS®), Advanced organ support (ADVOS)) were excluded. CS therapy was used in clinical routine and was indicated by the treating physicians. Statistical analysis was performed with IBM SPSS statistics utilizing a multivariate model. Primary outcome measure was the effect of CS on the 30-day-mortality. Results: Data from 82 patients (mean Simplified Acute Physiology Score (SAPS) II: 74 points, mean bilirubin: 18 mg/dl, mean lactate: 3.7 mmol/l) were analyzed. There were no significant differences in patients with and without CS treatment. The multivariate model showed no significant effect of CS therapy (p=0.402) on the 30-day-mortality. In addition, a significant effect of bilirubin concentration (p =0.274) or MELD score (p=0.928) on the 30-day-mortality could not be shown. In contrast, lactate concentration (p =0.001, b=0.044) and SAPS II (p =0.025, b=0.008) had significant impact on 30-day mortality. Conclusion: The use of CS in patients with hyperbilirubinemia did not result in a significant reduction of 30-day mortality. Randomized and controlled studies with mortality as primary outcome measure are needed in the future to justify the use.
DOI: 10.17632/3t5jmbd2hb
title: Data for: Nebular history of an ultrarefractory phase bearing CAI from a reduced type CV chondrite
DOI: 10.17632/gjn3mkhz4g
title: Material Selection of Intraoral Stents for Head and Neck Cancer Patients Undergoing Radiation Therapy: A Multi-criteria, Multi-physics Design Approach

description: Raw data file (Excel file) including beam attenuation and mechanical testing analysis, as well as Raman spectroscopy analysis files included in the folder.
DOI: 10.17632/ynhb7f2pwy
title: A comprehensive human gastric cancer organoid biobank captures tumor subtype heterogeneity and enables therapeutic screening. Yan HHN et al. Mendeley Dataset 15

description: Dose-response curves for cell viability of 9 tumor organoids, derived from 7 gastric cancer patients, treated individually with 37 different drugs after 6 days