cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/xcmzfsbd9t
title: Datasets on CFRP specimens after low-velocity impact tests: 24-layer cross-ply laminates

description: This dataset is developed to study carbon fiber reinforced plastics laminates after low-velocity impact tests. It is related to a Data in Brief article, which describes the experiment in detail, and the main article on how the authors used the datasets. The low-velocity impact test was conducted with various impact conditions, changing the impactor shape, the impact energy and the stacking sequence, which generates barely visible impact damage. This dataset is on 24 layer cross-ply laminates. See the other Mendeley data URLs to find the data on the other stacking sequences. 

“impacted surface image” folder: The impacted surface image (78.933mm * 78.933mm)
“internal damage” folder: The c-scanning image after the impact. Each scale is on the image.
“non-impacted surface image” folder: The non-impacted surface image (78.933mm * 78.933mm)
“surface profile” folder: The surface profile of the impacted surface. (78.933mm * 78.933mm)
“impact condition_c24.xlsx”: The impact condition.
DOI: 10.6084/m9.figshare.16676320.v1
title: Process time series

description: The time series data files are arranged by product codes, i.e., product sub-families. Each product code combines all final product batches manufactured in the selected period. The process time series includes the most relevant tablet compression process parameters based on product history and expert knowldge. See more details in publication: "Cholesterol-Lowering Drug Process and Quality Data" (authors: Janja Zagar, Jurij Mihelic).<br>
DOI: 10.6084/m9.figshare.21353301.v1
title: Physical activity level and associated factors among pregnant women: a population-based epidemiological study

description: Abstract This research aimed to assess the level of physical activity and identify the associated factors in pregnant women assisted in primary health care in the city of Montes Claros, Minas Gerais (Brazil). This was an epidemiological, cross-sectional, analytical study, carried out with 1,279 pregnant women. Socioeconomic, occupational, obstetric, behavioral, social, health, and emotional variables were assessed using a questionnaire. The Physical Activity Questionnaire for Pregnant Women was also applied. Descriptive statistical analysis and multinominal logistic regression with a hierarchical model were performed. The prevalence of physical inactivity in the physical activity and leisure time dimensions was verified. A mild level of physical activity was associated with the variables such as age from 21 to 30 years and up to 20 years old, income above two minimum wages, salaried work, and maternal-fetal attachment at a medium/high level. Income from one to two minimum wages and above two wages, paid work and self-employment, anxiety and stress symptoms, and medium/high maternal-fetal attachment were associated with the moderate/vigorous level. Multifactorial aspects must be considered in health promotion strategies directed to the practice of physical activity by pregnant women.
DOI: 10.6084/m9.figshare.24911385.v1
title: Three–dimensional fine crust-mantle structure imaging and structural characteristics of Bohai Sea

description: This study used the consistency-constrained double-difference tomography method to invert 3D fine structure models of Vp, Vs, Vp/Vs at depths above 60 km, and precise relocation parameters of earthquakes in the Bohai Sea. According to the results, the velocity structures of P-wave and S-wave in the Bohai Sea area were highly similar and demonstrated noticeable lateral non-uniformity. The crust beneath the Tanlu Fault displayed a clear stratification structure, with a continuous velocity transition in the middle of the crust. The intricate crustal structure beneath the Zhangpeng Fault displayed high-velocity bodies in the crust and low-velocity anomalous zones connected to the top of the mantle in the lower section of the crust. The structural pattern in the deep crust of the Bohai Sea controls the occurrence characteristics of the Zhangpeng Fault and the Tanlu Fault. The earthquakes in the Bohai Sea area were concentrated mainly in the southern part near the Zhangpeng Fault. There is a good correspondence between the relocated earthquakes and velocity structure. There are many significant differences in crustal structure between the north and south of the Bohai Strait, and there are obvious velocity anomalies in the middle and upper crust. The distribution shape of high Vp/Vs value indicates that mantle material migration has occurred at the bottom of the crust. This paper provided important reference for further research on the relationship between deep tectonic features and tectonic activity in the North China Craton.
DOI: 10.6084/m9.figshare.28614641.v1
title: Appendix 1. Delphi questionnaire - R1 & R2

description: Data for journal paper "Developing a design-led evaluation model for public services: A South Korean case"
DOI: 10.6084/m9.figshare.21261129.v1
title: Improved assemblies of pearl millet genomes

description: We report three platinum grade de-novo near gap-free, chromosome-level reference genome assemblies representing the active breeding germplasm in pearl millet with high degree of contiguity, completeness, and accuracy. <br> SNPs data called on diversity germplasm included in Varshney et al (2017) on New improved TIFT genome. Haplotypes for each gene on high coverage lines were called on New improved TIFT genome.
DOI: 10.6084/m9.figshare.22693120.v1
title: Single and Double Fault Scenarios for a Rotary Machine

description: This dataset includes vibration sensor data from accelerometers located on the support bearings on a rotary machine designed as a fault simulator. Data collection for known faulty components include: bearing inner and outer raceway faults and bent shaft. 38 singles and double fault scenarios and a one no fault scenario were collected at 25 rpm, 50 rpm and 75 rpm. Data was collected for approximately 10 seconds per scenario at a rate of 6400 hertz. Data can be used for machine learning classification.
DOI: 10.6084/m9.figshare.22816361.v1
title: Original social media data

description: The hereby presented data are extracted from Meta, Tiktok and Twitter.
DOI: 10.6084/m9.figshare.24722193.v1
title: Supplementary Material for: Treatment and prognosis of newly diagnosed advanced-stage extranodal natural killer / T cell lymphoma: a single-center real-world study across two decades

description: Introduction: Although there is now a consensus on asparaginase-based chemotherapy regimens in treatment of advanced-stage extranodal natural killer / T cell lymphomas (ENKTCLs), patient survival in the real-world setting is still not optimistic according to previous literature reports, and the optimal chemotherapeutic regimens and integration of different therapeutic methods under the concept of combined-modality treatment still need to be further explored and verified.

Methods: Newly diagnosed stage Ⅲ / Ⅳ ENKTCL patients from Chinese National Cancer Center in the last two decades were retrospectively collected and analyzed. Overall survival (OS) and progression-free survival (PFS) were determined as primary endpoints. Log-rank tests and Cox proportional hazard models were performed to test for survival differences between subgroups and examine the univariable and multivariable associations.

Results: The study included 83 newly diagnosed stage Ⅲ / Ⅳ ENKTCL patients and reported a median OS of 26.07 months and an estimated 5-year OS of 41.3% with a median follow-up of 82.13 months. First-line asparaginase- compared to non-asparaginase-based regimens significantly prolonged PFS (P=0.007; HR=0.48, P=0.020) and showed a tendency to improve OS (P=0.064; HR=0.74, P=0.359). Gemcitabine-based regimens also exhibited a trend towards improved PFS (P=0.048; HR=0.59, P=0.164) and OS (P=0.008; HR=0.67, P=0.282) compared to non-gemcitabine-based ones. The asparaginase and gemcitabine combinations yielded a 5-year OS of 55.0% and led to significantly superior PFS (P=0.020; HR=0.40, P=0.022) and slightly better OS (P=0.054; HR=0.79, P=0.495) compared to the remaining regimens. First-line combined-modality treatment integrating chemotherapy and radiotherapy improved PFS (P=0.051) and OS (P=0.036) compared to chemotherapy alone. Four autologous hematopoietic stem cell transplantation recipients reached a median OS of 58.34 months.

Conclusion: Asparaginase and gemcitabine alone brought favorable impact on PFS and OS; and the asparaginase and gemcitabine combination chemotherapy yielded the optimal efficacy, response duration and survival outcomes. Combined-modality treatment including potent chemotherapy supplemented by radiotherapy and/or consolidative transplantation could improve prognosis in newly diagnosed advanced-stage ENKTCLs.
DOI: 10.6084/m9.figshare.27677550.v2
title: 16 cases of LCMSMS organization raw data and added experimental raw data.zip

description: <b><i>Background</i></b><b>: </b>Unexplained recurrent spontaneous abortion (URSA) is a complex pregnancy complication contributing to high miscarriage rate, which posed a heavy family and social burden. The lack of molecular mechanism affecting URSA lead to the limited effective treatment methods, we aimed to explore the underlying pathogenesis of URSA through the metabonomic and bioinformatics technology.<b><i>Methods</i></b>: The decidual tissues samples of 8 URSA and 8 normal pregnancy decidual tissues were used for the liquid chromatography-mass spectrum (LC-MS) testing by using the metabolomics software Progenesis QI. We used the Orthogonal Partial Least Squares Discrimination Analysis (OPLS-DA) for differential metabolites analysis and the Human Metabolome Database (HMDB) was used for pathway enrichment analysis. The KEGG pathway topological analysis was used for pathway importance, and the differential proteins were identified by the Fold change difference. Finally, the metabolic network was visualized by using the Cytoscape tool.<b><i>Results</i></b>: After LC-MS testing and quality control, the samples in the same group had highly consistency associated with good reliability. The differential metabolites between NC and URSA groups involved in five type biological process and the glycerophospholipid metabolism contained the greatest number of differential metabolites. KEGG enrichment pathway of group difference showed that the glycerophospholipid metabolism, bile secretion, and choline metabolism pathways existed significantly difference and the glycerophospholipid metabolism had higher pathway importance in pathway topological analysis. There are 65 overlapping pathways between proteome and metabolome, and finally the key genes of <i>PLD1</i>, <i>CHPT1</i> and <i>PLA2G2A </i>in<i> </i>glycerophospholipid metabolism pathway were identified.<b><i>Conclusion</i></b>: We performed the LC-MS analysis and identified the glycerophospholipid metabolism pathway and its three key genes affecting URSA progression. Our findings provide novel insights into the treatment strategy of URSA.
DOI: 10.6084/m9.figshare.28738259.v3
title: L'utilisation de la robotique social en ergothérapie vers une participation occupationnelle accrue

description: <b>Importance</b>: Although with the shortage of human resources utilization of robots is promising, no integration of knowledge has been carried out in the field of occupational therapy. <b>Objective</b>: To synthesize knowledge published since 2014 of robot-assisted occupational therapy interventions to globally foster occupations (excluding exoskeletons and prosthesis).<b> </b><b>Data Sources:</b><b> </b>The method of Arksey and O’Malley was used to search in seven databases. with five keywords about occupational therapy and robotics. <b>Study Selection and Data Collection</b>: Data from selected studies on robot-assisted occupational therapy practice were extracted for: research context, interventions and results. <b>Findings</b>: Among the seventeen articles selected, almost half targeted children (41.2%), especially with autism, and five involved older adults (29.4%). Most papers (9; 52.9%) reported that participants were satisfied of the intervention with the robot but three studies reported unsatisfaction (17.6%). <b>Conclusions and Relevance</b>: Robot-assisted interventions are emerging in OT with individuals of all ages and conditions. Promising, the potential of these interventions should be studied for broader applications, <i>e.g.</i>, occupational development and environmental modifications.
DOI: 10.17632/v5znbkzjd4
title: Electrical Energy Price dataset - IEX data

description: Electrical energy price dataset is developed by collecting the hourly price data from during the period between 01-01-2021 and 31-08-2023. During this period
have total (365+365+243=973) days. Each day have 24 hours, and collected hourly price data, so total 23352 hourly electrical energy price samples are collected from IEX. Reconstructed whole dataset in such a way that electrical energy price at particular hour of the day is able to predict based on last two hours (L(T-1),L(T-2)) and last two days load data (L(T-24),L(T-48)), last two hours and last two days electricity price data (P(T-1), P(T-2), P(T-24), P(T-48)), season and day status (Day) same as active power load dataset. Hence the developed load dataset has total 10 input features i.e. L(T-1),L(T-2), L(T-24),L(T-48), P(T-1), P(T-2), P(T-24), P(T-48), Season and Day. Whereas output variable or predicted variable i.e., electrical energy price is only one P(T). This whole dataset has total 23,304 sample and 11 features (10 input features and 1 output feature)
DOI: 10.6084/m9.figshare.19603363.v3
title: Cyclic voltammetry data of 5.0 mM [Fe (CN)6] 3−/4− in 0.1 M KCl at a BCPE , b ZnO NPs− CPE , c poly (glutamic acid)/CPE and d poly (glutamic acid)/ZnO NPs−CPE at a scan rate of 50 mVs-1

description: This data set is obtained using CHI 760D Electrochemical Workstation. It contains the data described by the cyclic voltammogram shown in the manuscript entitled <strong>"Sensitive and Selective Determination of Vitamin B2 in Non-alcoholic Beverage and Milk Samples at Poly (glutamic acid)/ Zinc oxide nanoparticles Modified Carbon Paste Electrode"</strong>
DOI: 10.6084/m9.figshare.28429028.v1
title: Supplementary Material for: Case of hepatocellular carcinoma in a patient with idiopathic forearm arteriovenous fistula

description: Introduction: We report an exceedingly rare case of hepatocellular carcinoma (HCC) associated with an idiopathic congenital forearm arteriovenous fistula (AVF). Given the absence of previous reports addressing the treatment of HCC in patients with AVF, we evaluate HCC treatment strategies, including the appropriateness of using angiogenesis inhibitors.
Case Presentation: A 74-year-old man was admitted for the evaluation of liver tumors. His medical history included a chronic, intractable idiopathic right forearm AVF, for which he had undergone multiple surgical interventions. Abdominal EOB-MRI revealed multiple small focal lesions across both liver lobes during the hepatobiliary phase, indicative of multiple HCC, and liver biopsy confirmed early-stage HCC. Considering the potential presence of additional vascular anomalies similar to the forearm AVF, local hepatic artery chemoembolization was performed. Since there is still insufficient discussion about the systemic administration of angiogenesis inhibitors to patients with vascular abnormalities such as AVF, we discuss the treatment options for HCC with AVF, including its strategies in the progressed HCC stage. 
Conclusion: As molecularly targeted therapies continue to evolve, recognizing the unique aspects of cases like ours is crucial. Establishing an appropriate treatment strategy for HCC patients with AVF is imperative, highlighting the need for tailored therapeutic approaches based on individual vascular profiles.
DOI: 10.6084/m9.figshare.3007282.v2
title: Copy number variants in the sheep genome detected using multiple approaches

description: Roche NimbleGen CGH array data. See readme_v2.docx for details.<br>
DOI: 10.17632/vs48tvz3cd
title: original western blot images - Cell-LW-CRB1

description: These are the uncropped original images for the western blot experiments presented in our Cell manuscipt Figure 4F.
DOI: 10.6084/m9.figshare.11844711.v1
title: Multiple stressors interact to impair the performance of bumblebee (Bombus terrestris) colonies

description: The data corresponds to a semi-field experiment on bumblebees (<i>Bombus terrestris</i>) to study the combined effects of chronic exposure to field-relevant doses of three abiotic stressors, the neonicotinoid thiamethoxam, the pyrethroid cypermethrin, and the EBI-fungicide tebuconazole, as well as the biotic stressor, <i>N. ceranae</i>. We used a stepwise removal approach to determine the relative effect of each stressor on bumblebees at individual and colony levels. First, we evaluated the prevalence of <i>N. ceranae</i> in inoculated bumblebee colonies to assess if pesticide exposure alters immune response mechanisms and can lead to increased susceptibility to <i>N. ceranae</i> infection. Next, to further explore this effect we measured gene expression in four AMPs (abaecin, apidaecin, defensin and hymenoptaecin), a signal molecule of the Toll (pelle), and Imd immune pathways (relish), and an immune recognition/effector gene (hemomucin) in order to evaluate the immune response of bumblebees to <i>N. ceranae</i>, and investigate interactions between pesticides in the immune response. We also studied the expression of two genes related to P450-mediated detoxification in bumblebees to test if exposure to the EBI-fungicide tebuconazole alters the P450 enzymatic detoxification mechanisms in bumblebees, and can exacerbate the effect of insecticides. Finally, the fitness and reproductive success of the colonies was monitored throughout the study in order to determine which combinations of stressors are more harmful to bumblebees.
DOI: 10.6084/m9.figshare.12912257.v2
title: GazeBase Data Repository

description: GazeBase is a large-scale longitudinal dataset consisting of 12,334 monocular (left) eye-movement recordings captured from 322 college-aged subjects. Subjects completed a battery of seven tasks in two adjacent sessions during each round of recording, including a - 1) fixation task, 2) horizontal saccade task, 3) random oblique saccade task, 4) reading task, 5/6) free viewing of cinematic video task, and 7) gaze-driven gaming task. A total of nine rounds of recording were conducted over a 37 month period, with subjects in each subsequent round recruited exclusively from the prior round. All data was collected using an EyeLink 1000 eye tracker at a 1,000 Hz sampling rate, with a calibration and validation protocol performed before each task to ensure data quality. Full details regarding the experimental protocol are available in the corresponding data descriptor manuscript.
DOI: 10.6084/m9.figshare.13640660.v1
title: Complete_assy.SLDASM

description: Microelectrode array CAD part and assembly models. <br>
DOI: 10.6084/m9.figshare.23993616.v3
title: Orthoptera-TElib: A library of Orthoptera transposable elements for TE annotation

description: We used the complete genome data of 12 Orthoptera species to de novo annotate TEs, then manually re-annotate the unclassified TEs to construct a non-redundant Orthoptera-specific TE library: OTElib. OTElib contains 24,021 TE entries including the re-annotated results of 13,964 unknown TEs.Orthoptera-TElib_v3 is the latest version.
DOI: 10.6084/m9.figshare.5128471.v1
title: Supplementary Material for: Tissue-Specific Regulation of <b><i>Drosophila</i></b> NF-κB Pathway Activation by Peptidoglycan Recognition Protein SC

description: In <i>Drosophila</i>, peptidoglycan (PGN) is detected by PGN recognition proteins (PGRPs) that act as pattern recognition receptors. Some PGRPs such as PGRP-LB or PGRP-SCs are able to cleave PGN, therefore reducing the amount of immune elicitors and dampening immune deficiency (IMD) pathway activation. The precise role of PGRP-SC is less well defined because the <i>PGRP-SC</i> genes <i>(PGRP-SC1a</i>, <i>PGRP-SC1b</i> and <i>PGRP-SC2)</i> lie very close on the chromosome and have been studied using a deletion encompassing the three genes. By generating <i>PGRP-SC-</i>specific mutants, we reevaluated the roles of PGRP-LB, PGRP-SC1 and PGRP-SC2, respectively, during immune responses. We showed that these genes are expressed in different gut domains and that they follow distinct transcriptional regulation. Loss-of-function mutant analysis indicates that PGRP-LB is playing a major role in IMD pathway activation and bacterial load regulation in the gut, although PGRP-SCs are expressed at high levels in this organ. We also demonstrated that PGRP-SC2 is the main negative regulator of IMD pathway activation in the fat body. Accordingly, we showed that mutants for either <i>PGRP-LB</i> or <i>PGRP-SC2</i> displayed a distinct susceptibility to bacteria depending on the infection route. Lastly, we demonstrated that PGRP-SC1 and PGRP-SC2 are required in vivo for full Toll pathway activation by Gram-positive bacteria.
DOI: 10.17632/bzr2rxttvz
title: Credit scoring with class imbalance data: An out-of-sample and out-of-time perspective.

description: Data for predicting default risk in performance windows ranging from 12 to 60 months. For example, FM12 folder contains data on whether mortgage loan profiles with a credit score of less than 730 defaulted within 12 months of the loan origination date. A training sample is provided for each outcome window, as well as out-of-sample (OOS) and out-of-time (OOT) testing samples. OOS is generated using the same timeline as the training sample, whereas OOT is created from a future timeline. The samples are all generated using common features.
DOI: 10.17632/mfmmy5dbb2
title: Targeted dephosphorylation of TFEB promotes its nuclear translocation

description: Raw data for iScience manuscript by Zhao et al. titled: Targeted dephosphorylation of TFEB promotes its nuclear translocation
DOI: 10.6084/m9.figshare.22192831.v2
title: Driving behaviour multimodal human factors preprocessed dataset

description: Driving behaviour multimodal human factors preprocessed dataset, including EEG, EMG, ECG and GSR.
DOI: 10.6084/m9.figshare.28493399.v1
title: Mobile-Assisted Intercultural Competence Development: The Role of HelloTalk in Chinese EFL Education

description: This study investigates the impact of HelloTalk, a mobile-assisted language learning (MALL) platform, on the development of intercultural competence (IC) in Chinese English as a Foreign Language (EFL) students. A mixed-methods approach was employed, involving both quantitative surveys and qualitative interviews. Results indicate that the HelloTalk-based intervention significantly improved students’IC, with the most notable gains observed in their knowledge of other cultures and intercultural communication skills. These findings suggest that mobile-assisted intercultural exchange offers a more effective approach to developing IC compared to traditional classroom learning. Qualitative data further highlight students’positive perceptions of HelloTalk’s accessibility, flexibility, and the reduced communication anxiety it fosters. However, challenges such as difficulties in making connections and the potential for deception on mobile platforms were also identified. The study underscores the value of incorporating mobile technologies in EFL curricula to facilitate meaningful intercultural exchanges and improve students’intercultural competence.
DOI: 10.6084/m9.figshare.7659644.v1
title: Additional file 7: of Genome-wide association analysis of stalk biomass and anatomical traits in maize

description: Comparison of the average of plant height and stalk diameter for two Zmm22 over-expression events and their non-transgenic siblings in T1 generation. Traits were measured from one-row plots in replicated field trials. â *â indicates significance at pâ