cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29042738.v1
title: TOY-FACILITATED PLAY, MUSIC PLAY, AND TEACHING.xlsx

description: <i>This study investigated </i><i>Early Years Teachers’ Perception of Toy-Facilitated and Music Plays in Private Preschools in Alimosho LGEA, Lagos State, and </i><i>h</i><i>ow years of teaching experience, educational qualification, and professional qualification influence their perceptions.</i>
DOI: 10.17632/6cvhpxmmys
title: Data on Business Portfolio, Business to Business Strategy, Digital Innovation and Business Performance in the Telecommunications Industry

description: This data provides information on employee perceptions of the business portfolio and implementation of B2B strategies to improve business performance in the telecommunications industry through digital innovation. The data can be used by top management in making strategic decisions related to the current global telecommunications conditions that show several negative factors that hinder business growth through the use of digital innovation. This data can be reused for research that examines the effect of business portfolio and strategy implementation on business performance through the mediating variable of digital innovation.
DOI: 10.17632/w5xjdhc5xw
title: Table S1-S5-Nanfen oxygenation

description: Raw data of "Terminal Mesoproterozoic (1.1–1.0 Ga) shallow ocean oxygenation and the rise of crown-group eukaryotes"
DOI: 10.17632/x5thzmkxhy
title: IoTKITs

description: This dataset contains annotated images of educational embedded boards, including popular models such as Arduino Uno, Arduino Nano, Arduino Mega, Raspberry Pi (various versions), ESP32, and similar microcontroller-based platforms. The images were collected from various sources such as Google Image Search, Kaggle datasets, Roboflow Universe, and original photographs captured by the authors.

Each image is annotated using the Smart Polygon feature in Roboflow, which provides high-precision segmentation by labeling object boundaries with polygons instead of conventional bounding boxes. This allows for more accurate object detection, especially for boards with irregular shapes and connectors.

The dataset is intended for use in object detection tasks, particularly in computer vision applications related to embedded systems, STEM education, and automated electronics recognition.
DOI: 10.17632/x8hjx378rt
title: Dataset of Elasticities of Demand for Several Agricultural Commodities

description: • aidsSystemData-DIB.xlsx contains the first combination of the USDA ERS data into a single tabular format. It also contains the formulas for the calculation of derived data. • aidsSystemData3.csv is the .xlsx file converted to .csv for import into R. • aidsvdataInbrief.R contains all code used to estimate and calculate elasticities. The following packages must be installed for the script: 'tidyverse', 'lubridate', 'micEconAids', and 'broom'. • Results.xlsx contains all results. Tabs are labeled as “results_” lags between price and quantity, and “h” or “m” to indicate Hicksian or Marshallian. • all.Rdata contains all results and intermediate objects.
DOI: 10.17632/z69fzjv9vr
title: A Correlative Study between Heliospheric Current Sheet Tilts, Cosmic Ray Intensities and Solar Activity Parameters

description: The correlations between the tilt angle (TA) of heliospheric current sheet (HCS) and the cosmic ray intensity (CRI), strength (B) of the interplanetary magnetic field (IMF), sunspot number (SSN), solar plasma speed (SWS) and density (n) have been studied before and after the reversal of IMF polarities. High sensitivity of the CRI of different rigidities to changes in the TA of HCS is observed during the qA &lt; 0 epoch (when the IMF toward the Sun) as compared to the qA &gt; 0 epoch (when IMF away from the Sun). The results of the present study are consistent with the drift model of cosmic rays, showing that the spectra of drift particles were harder after the reversal of IMF polarity state in (1999/2000). The reversal of IMF polarity state from (qA &gt; 0 state to qA &lt; 0 state) has a great effect on the rigidity-tilts dependence. The modulation of the lower energy particles of (median rigidity Rm &lt; 22 GV) is more pronounced throughout qA &lt; 0 epoch than that of qA &gt; 0 epoch. The rate of sensitivity/modulation of CRIs to the HCS tilts is higher throughout the minimum solar activity years as compared to the maximum solar activity period.
DOI: 10.6084/m9.figshare.7333709.v1
title: Supplementary Material for: Peperomin E Induces Promoter Hypomethylation of Metastatic-Suppressor Genes and Attenuates Metastasis in Poorly Differentiated Gastric Cancer

description: <b><i>Background/Aims:</i></b> Peperomin E (PepE), a natural secolignan isolated from the whole plant of <i>Peperomia dindygulensis</i>, has been reported by ourselves and others to display potent anti-cancer effects in many types cancer cells, especially gastric cancer. However, the effects of PepE on the metastasis of poorly-differentiated gastric cancer cells and the underlying molecular mechanisms have not been well elucidated. <b><i>Methods:</i></b> We evaluated PepE effects on gastric cancer cell invasion and migration <i>in vitro</i> via wound healing and transwell assays and those on growth and metastasis <i>in vivo</i> using an orthotopic xenograft NOD-SCID mouse model. DNA methyltransferase (DNMT) activity was determined using a colorimetric DNMT activity/inhibition assay kit. PepE binding kinetics to DNMTs were determined using the bio-layer interferometry binding assay. Gene and protein levels of DNMTs, AMPKα-Sp1 signaling molecules, and metastatic-suppressor genes in PepE-treated gastric cancer cells were determined using quantitative reverse transcription-PCR arrays and western blotting. The effect of PepE on Sp1 binding to the <i>DNMT</i> promoter was determined by electrophoretic mobility-shift assay. Global DNA methylation levels were determined using liquid chromatography coupled with electrospray ionization tandem mass spectrometry. The methylation status of silenced metastatic-suppressor genes (MSGs) in gastric cancer cells was investigated by methylation-specific PCR. <b><i>Results:</i></b> PepE can dose-dependently suppress invasion and migration of poorly-differentiated gastric cancer cells <i>in vitro</i> and <i>in vivo</i> with low toxicity against normal cells. Mechanistically, PepE not only covalently binds to the catalytic domain of DNMT1 and inhibits its activity (IC<sub>50</sub> value 3.61 μM) but also down-regulates DNMT1, 3a, and 3b mRNA and protein expression in in gastric cancer cells, by disruption of the physical interaction of Sp1 with the <i>DNMT1, 3a</i>, and <i>3b</i> promoter and mediation of the AMPKα-Sp1 signaling pathway. The dual inhibition activity of PepE toward DNMTs renders a relative global DNA hypomethylation, which induces MSG promoter hypomethylation (e.g., E-cadherin and TIMP3) and enhances their expression in gastric cancer cells. <b><i>Conclusion:</i></b> Collectively, our data indicated that PepE may represent a promising therapeutic lead compound for intervention in gastric cancer metastasis and may also exhibit potential as a DNA methylation inhibitor for use in epigenetic cancer therapy.
DOI: 10.17632/3h5r4dwhp2
title: The impact of HBx protein on mitochondrial dynamics and associated signaling pathways strongly depends on the Hepatitis B virus genotype

description: This dataset represents raw-data depicted in kinome analyses performed in the study (Figure 2). Kinases marked in blue represent deregulated kinases over the threshold of Mean Final Score &gt;1.3. Mean kinase statistic refers to change in kinase activity in log2-space. SD kinase statistic refers to SD of kinase activity. For further information, please refer to the material and methods section of the study: DOI: 10.1128/jvi.00424-24.
DOI: 10.17632/b6n9m3dk3r
title: Structural and elastic properties of carbonate rocks with different pore types based on digital and theoretical rock physics

description: The data used for the manuscript prepared under the name of "Structural and elastic properties of carbonate rocks with different pore types based on digital and theoretical rock physics" are lised here.
DOI: 10.17632/dkv4dyxdwx
title: Burnout Levels of Healthcare Professionals

description: This study aims to explore burnout in healthcare professionals and the specific changes and challenges brought on by the epidemic. This study is a mixed method study in which a questionnaire and semi-structured interview forms are used together to investigate burnout in healthcare workers during COVID-19. Results: Participants with low levels of burnout reported more occupational changes, while those with high and very high burnout levels experienced more psychological difficulties. High burnout levels were associated with challenges in working conditions, mask-equipment use, and psychological well-being.
DOI: 10.1594/pangaea.121334
title: Total carbon dioxide and alkalinity at station TT012_5-CTD70
DOI: 10.17632/fybpcrky3r
title: Interactions within higher-order antibiotic combinations do not influence the rate of adaptation in bacteria.

description: The prevalence and strength of antibiotic resistance has led to an ongoing battle between the development of new treatments and the evolution of resistance. Combining multiple drugs simultaneously is a potential solution for combating antibiotic resistance. However, this approach introduces new factors that must be considered, including the influence of drug interactions on the rate of resistance evolution. When antibiotics are used in combination, their effects can be additive, synergistic, or antagonistic. In this study, we investigated the effect of higher-order interactions involving three drugs on resistance evolution in Staphylococcus epidermidis. Previous studies have shown that synergistic interactions can increase the adaptation rate. However, the effects of higher-order interactions on rates of adaptation are unclear. We investigated the adaptation of Staphylococcus epidermidis to single-, two-, and three-drug environments to assess how interactions within drug combinations influence the rate of adaptation. We analyzed both the overall interaction and emergent interaction, the latter being a unique interaction that occurs in three-drug combinations due to the presence of all three drugs, rather than simply strong pairwise interactions. Our results show that neither the overall interactions nor the emergent interactions affect adaptation rates.
DOI: 10.6084/m9.figshare.12362726.v1
title: Herbivorous fish feeding behaviour

description: Fish abundance across different habitat and protected status in Kenting, Taiwan
DOI: 10.6084/m9.figshare.20581665.v1
title: Tomography data and surface models for: A well-preserved ‘placoderm’ (Stem-group Gnathostomata) upper jaw from the Early Devonian of Mongolia clarifies jaw evolution

description: Synchrotron tomography
DOI: 10.6084/m9.figshare.24798696.v5
title: Genome sequence and annotation of Hap1, Hap2 and primary of Y476

description: Genome assembly and annotation of Oryza rufipogon
DOI: 10.6084/m9.figshare.4232273.v1
title: Framing Psychology: Dataset description

description: Framing Psychology dataset description.
DOI: 10.6084/m9.figshare.8166629.v1
title: Appendix 3: Survey questions - The future of open access books: Findings from a global survey of academic book authors

description: Appendix to the Springer Nature white paper "The future of open access books: Findings from a global survey of academic book authors."<br>This file contains the survey questions.<br>Related downloads:<br>White paperhttps://figshare.com/articles/The_future_of_open_access_books_Findings_from_a_global_survey_of_academic_book_authors/8166599<br><br>Appendix 4: Raw datahttps://figshare.com/articles/Appendix_4_Raw_anonymised_data_-_The_future_of_open_access_books_Findings_from_a_global_survey_of_academic_book_authors/8166635<br><br>Charts from the white paperhttps://figshare.com/articles/Charts_from_white_paper_The_future_of_open_access_books_Findings_from_a_global_survey_of_academic_book_authors_/8248268<br><br>Infographic summary of the white paperhttps://figshare.com/articles/Infographic_summary_of_The_future_of_open_access_books_Findings_from_a_global_survey_of_academic_book_authors_white_paper/8248271<br>
DOI: 10.17632/2v3pkvknx2
title: An image dataset of hyacinth beans

description: This dataset is on hyacinth bean (also known as-Indian Broad Beans, broad bean) classification, from different regions of Bangladesh. This dataset contains a total of 1978 images and a total of 5 categories based on location. Each location folder contains sub folder.
DOI: 10.6084/m9.figshare.14601579.v1
title: Multiphase GAP Model and Training Dataset for Hafnium dioxide

description: GAP model and training dataset for <br>"Experimentally Driven Automated Machine-Learned Interatomic Potential for a Refractory Oxide". Phys. Rev. Lett. 126, 156002 (2021)<br><br><br>
DOI: 10.6084/m9.figshare.5122828.v1
title: Supplementary Material for: Phenotyping of Tianma-Stimulated Differentiated Rat Neuronal B104 Cells by Quantitative Proteomics

description: <i>Gastrodia elata blume</i> (tianma) is a traditional Chinese herb often used in the treatment of convulsions, headaches, and hypertension. Although interest in neuronal-related actions of tianma is increasing, minimal studies have been conducted to determine its specific effects on neuronal cells. This study was designed to examine the effects of tianma on the metabolism in differentiated neuroblastoma cells using the isobaric tag for relative and absolute quantitation (iTRAQ) technology. Stimulation of these cells with tianma caused changes in the expression of 38 proteins that were subsequently classified according to their physiological functions and association with neurodegenerative diseases. We identified six proteins with altered functional activities in neurodegenerative disease states that were modulated by tianma: triosephosphate isomerase (Tpi1), peptidyl-prolyl cis-trans isomerase A (Ppia), neural cell adhesion molecule 1 (Ncam1), ubiquitin carboxyl-terminal hydrolase isozyme L1 (Uchl1), septin-2 (Sept2) and heat shock protein 90 (Hsp90aa1). We postulate that tianma mediates its neuroprotective effects via upregulation of Ncam1, Hsp90aa1, Tpi1 and Ppia while downregulating Sept2 and Uchl1. These changes in protein expression aid in the restoration of the intracellular environment to a metabolically balanced state, promoting cell survival. Based on these observed data, we conclude that tianma has therapeutic potential, especially for neurodegenerative diseases.
DOI: 10.1594/pangaea.933171
title: Normalized X-ray fluoresence Fe to magnetic susceptibility ratio (NGHP Sites 10 and 16)
DOI: 10.17632/ns87rtkv58
title: Dataset on Academic Performance of Computer Science Students at Selected Universities in Bangladesh

description: The dataset comprises a comprehensive survey of 894 Computer Science students from IUBAT University in Bangladesh, detailing various aspects of student performance. It includes demographic information such as University Admission Year, Gender, Age, and H.S.C Passing Year. Academic details cover the Program, Current Semester, Meritorious Scholarship, SGPA, Current CGPA, and Credits Completed. Study habits and learning preferences are assessed through Daily Study Hours, Number of Study Sessions per Day, Preferred Learning Mode, Average Class Attendance, and Attendance at Teacher Consultancy. Technology usage is evaluated by Smartphone Use, Possession of a Personal Computer, and Time Spent on Social Media. Language proficiency is indicated by the Status of English Language Proficiency. Behavioral and risk factors include incidents of Probation, Suspension, Health Issues, and Physical Disabilities. Finally, Skill Development and Interests are measured by Skills, Hours Spent Daily on Skill Development, Areas of Interest, and Participation in Co-curricular Activities, while Personal and Social Life is represented by Relationship Status and Living Arrangements, and Financial Information is captured by Monthly Family Income.
DOI: 10.6084/m9.figshare.11911002.v1
title: AT_Plants_Verts_SSI_rcp85_mean.tif

description: Spatial prioritization for plants and vertebrates in the Afrotropics under climate change (RCP 8.5). Values in each prioritization dataset are 0 to 1 representing the rank order of each cell (1 = highest priority) scaled by the total number of cells in the solution. Prioritizations were produced with Zonation conservation planning software v4.0.0 with setting to optimize planning for climate change (see methods description in Hannah <i>et al</i>. 2020 <i>Ecography </i>https://doi.org/10.1111/ecog.05166). Existing protected areas as defined by the World Database of Protected Areas and areas of intensive agriculture or urban land use were excluded from the prioritization and appear as NoData
DOI: 10.6084/m9.figshare.13269737.v1
title: Mapping of Subject category (SC) field - ESI discipline category

description: Mapping of Subject category (SC) field - ESI discipline category
DOI: 10.6084/m9.figshare.26393626.v2
title: Baza podatkov za vprašalnik Pripomoček za ocenjevanje kompetenc predšolskih otrok: KOM5 (en: Database for the questionnaire of the Competence assessment tool for early childhood education children: KOM5)

description: The database for data collected with the assessment tool KOM5 was created during national evaluation study Analysis of the needs, conditions and opportunities for compulsory inclusion of children in early childhood education in terms of reducing social, economic and cultural inequalities.The report of the national evaluation study which included analysis from this database is available in Slovenian language here: ES_glavno_porocilo4_cistopis.pdf (gov.si)For any further questions, please contact: marta.licardo@um.si
DOI: 10.15131/shef.data.25712577.v1
title: Data Repository from the Swarm of UAVs Innovate UK Project, Future Flights Strand 3, UAV Flights Dataset

description: This repository contains flight data captured by a UAV (Unmanned Aerial Vehicle) during landing approaches in both real-world and simulated environments. The data comprises video recordings in '*.mp4' format, viewable using media players like 'VLC media player' or 'Windows Media Player'. The footage was acquired using onboard cameras mounted on the UAV during real flights and recorded simulation flights using X-Plane 11.<br>The recordings showcase UAV operations during the critical phases of landing, emphasizing vision-based navigation techniques for runway detection and trajectory evaluation. The dataset captures various scenarios encountered during real and simulated landing approaches, including diverse environmental conditions and flight parameters.<br>The UAV flight data is instrumental for research and development activities focused on vision-based navigation systems for autonomous aircraft operations. Specifically, the dataset is intended to support tasks such as object detection, segmentation, and decision-making algorithms tailored for UAV landing approach and runway localization.<br>Researchers and developers can leverage this dataset for reproducible experiments and algorithm validation, aiding in the advancement of technologies related to autonomous landing systems and UAV safety protocols. Importantly, the dataset is shared with explicit consent from all relevant stakeholders involved in the UAV operations depicted in the recordings.The Ground Truth folder contains the ground truth labels in csv foormat used for the side-lines evaluation of the vision-navigation system. Real and Simulation videos were used for the evaluation, describing the two side-lines of the runway. The videos used as ground truth are included in the real and simulation video repositories. The name of the video can be found in the first column of each .csv file.<br>Please cite the related article when using the data repository.<br>Tsapparellas, K., Jelev, N., Waters, J., Brunswicker, S., & Mihaylova, L.S., Vision-based Runway Detection and Landing for Unmanned Aerial Vehicle Enhanced Autonomy. 2023 In Proceedings of the IEEE International Conference on Mechatronics and Automation, ICMA, pp. 239-246, 2023.
DOI: 10.17632/x5rmd28h73
title: UTeMo audiovisual dataset for emotion recognition

description: UTeMo is the first database recorded with statements lexically vocalized in a Mexican variant of the Spanish language, which is specifically designed for multi-modal (audiovisual) emotion recognition (using vocal and facial expressions). It comprises 1801 video samples with a total of 105 minutes. It is composed of high quality data, as it supplies high resolution images (1920x1080 pixels at 30 fps) and high fidelity audio (sampling rate of 48KHz) files.
UTeMo can be considered as a database whose number of samples is balanced according to the seven emotion classes (sadness, surprise, joy, anger, fear, disgust and neutral), so every emotional state is well represented.
DOI: 10.6084/m9.figshare.19767709.v1
title: Proteomic profile of serum from patients with schizophrenia spectrum disorders

description: The proteins of schizophrenic spectrum disorders such as simple and paranoid schizophrenia, schizotypal disorder, and acute polymorphic psychotic disorder (APPD).
DOI: 10.6084/m9.figshare.28980047.v1
title: Supplementary Material for: PD-L1 in lung cytology: the path for standardization

description: Background: The advent of PD-1/PD-L1 inhibitors has revolutionized lung cancer treatment, necessitating accurate PD-L1 immunohistochemical (IHC) assessment. While standardized for formalin-fixed paraffin-embedded (FFPE) histological samples, PD-L1 testing on cytology remains challenging. This review aims to address the complexities of PD-L1 IHC in cytology, focusing on validation guidelines, quality assessment, cyto-histological correlation, and interobserver variability. 
Summary: This review synthesizes current guidelines and research on PD-L1 IHC in cytology; in particular, recent College of American Pathologists (CAP) guidelines emphasize the necessity for rigorous validation, particularly for non-formalin-fixed specimens. As far as cyto-histological concordance studies is concerned, the review of 48 original articles reveal significant variability in PD-L1 expression, with concordance rates ranging from 54-100% at the 1% cutoff and 82-100% at the 50% cutoff. Finally, interobserver variability, particularly in the 1-49% PD-L1 expression range, further complicates accurate assessment. The review also discusses the challenges associated with quality assessment in cytology, including the lack of standardized control materials and external quality assessment (EQA) programs specifically tailored for cytological samples.
Conclusion: PD-L1 testing on cytology presents significant challenges, including validation complexities, quality control limitations, and interobserver variability. Standardized guidelines and rigorous validation are essential to ensure accurate and reliable PD-L1 assessment in cytological specimens.
DOI: 10.6084/m9.figshare.5579458.v1
title: OSMI Mental Health in Tech Survey

description: These data sets are survey results collected by OSMI and are made available by the CC-BY-SA 4.0 license. One survey was performed in 2014 and the other in 2016. Both of the surveys seek to understand how people that work in technology view mental health issues and to understand what support they receive from their employer.OSMI has made the data sets for both the 2014 survey and the 2016 survey available on Kaggle.<br><br>
DOI: 10.6084/m9.figshare.627530.v1
title: Body Size datasets for PLOS ONE paper doi:10.1371

description: These are the various datasets used in the analyses of our paper in PLOS ONE on body size in dinosaurs. O’Gorman EJ, Hone DWE (2012) Body Size Distribution of the Dinosaurs. PLoS ONE 7(12): e51925. doi:10.1371/journal.pone.0051925