cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.7083209.v1
title: POIRIER_ET_AL_DATASET_FOODMICROBIOME_V2.xlsx

description: Dataset associated with the publication Deciphering intra-species bacterial diversity of meat and seafood spoilage microbiota using gyrB amplicon sequencing: a comparative analysis with 16S rDNA V3-V4 amplicon sequencing.<br>
DOI: 10.6084/m9.figshare.9199904.v1
title: Shalev et al manuscript data.sav

description: SPSS file including all data presented in Shalev et al., manuscript
DOI: 10.17632/5j5t7nk6gk
title: LINF_170019800

description: N-acetyltransferase 10 | KRE33 | NAT10; Leishmania infantum (strain JPCM5)
DOI: 10.6084/m9.figshare.3530543.v1
title: Appendix A. Derivation of Eq. 1.

description: Derivation of Eq. 1.
DOI: 10.6084/m9.figshare.10184663.v1
title: MOESM1 of Ghd8 controls rice photoperiod sensitivity by forming a complex that interacts with Ghd7

description: Additional file 1. Table S1. Functional alleles of Ghd8, Ghd7 and Hd1 and promoter type of Hd3a in the panel of 196 rice varieties.
DOI: 10.6084/m9.figshare.12738695.v3
title: rna

description: Spinning disk confocal microscopy of <i>centrocortin </i>and <i>gapdh </i>RNA in <i>Drosophila </i>early<i> </i>embryos. <br>The "raw-data-metadata.csv" file includes a key to explain which RNA is imaged in each image.
DOI: 10.6084/m9.figshare.25764063.v1
title: stress data.spv

description: After the changes and social restrictions due to COVID-19, the global economy has taken a major hit, with the food service industry in particular facing challenges. The food service industry is grappling with labor issues and decreased productivity due to various factors such as virus mutations, high costs, and competition. Organizational members are experiencing a decrease in job satisfaction due to role stress, and if the accumulated stress is not properly alleviated, it can lead to a crisis situation, which also impacts the members' sense of self-efficacy.
DOI: 10.6084/m9.figshare.28918607.v1
title: STInt: An integrated dataset covering science, technology and industry information in the pharmaceutical field

description: A multi-source integrated dataset covering science, technology, and industry information, named as STInt (<b>S</b>cience-<b>T</b>echnology-<b>I</b>ndustry i<b>nt</b>eractions) dataset is developed. This dataset will further promote systematic understanding of the linkages among science, technology, and industry.
DOI: 10.6084/m9.figshare.5241151.v1
title: Erratum: Common Variable Immunodeficiency: Etiological and Treatment Issues

description: One of the great advances in clinical medicine was the recognition of the pleomorphism of the immune response and the multiple afferent and efferent limbs of antigen processing and responsiveness. A significant contribution to this understanding was derived from studies of human immunodeficiency states, including both inherited and acquired syndromes. Amongst these syndromes, one of the most common, and least understood, is common variable immune deficiency (CVID). CVID is a syndrome that leads to a reduction in serum immunoglobulins and complications including recurrent infections. Management includes immunoglobulin replacement therapy; however, patients with CVID are at risk for complications of exogenous immunoglobulin administration as well as CVID-associated diseases such as autoimmune processes and malignancies. To assess the current state of knowledge in the field, we performed a literature review of a total of 753 publications covering the period of 1968 until 2008. From this list, 189 publications were selected for discussion. In this review, we demonstrate that while the molecular basis of CVID in many cases remains incompletely understood, significant strides have been made and it is now clear that there is involvement of several pathways of immune activation, with contributions from both T and B cells. Furthermore, despite the current gaps in our knowledge of the molecular pathogenesis of the syndrome, there have been dramatic advances in management that have led to improved survival and significantly reduced morbidity in affected patients.
DOI: 10.6084/m9.figshare.5766342.v1
title: Dynamic cortical participation during bilateral, cyclical ankle movements: effects of Parkinson’s disease

description: Each file contains EEG signals, EMG signals, and kinematic data for one participant as MATLAB files (.mat). Each modality is stored as a structure.<br>There are two participant groups: 1) men with Parkinson's disease and 2) age- and sex-matched controls. Files with names starting with "PD" are for the first group, and files with names starting with "Ctrl" are for the second group.<br>Inside each file, EEG signals are stored in "data_eeg(i,j).file", where the index, i, indicates the task and the index, j, indicates the epoch. The signals were recorded during externally-paced (i=1) and self-paced (j=2) bilateral, anti-phasic, cyclical foot dori-/plantarflexion in the sitting position. For each task, the signals were recorded in three one-minute epochs. <br>Similalry, EMG signals and kinematic data are stored in"data_mus(i,j).file" and "data_kin(i,j).file", respectively.<br>For EEG signals, the entry at (i,j).file has the size, m-by-n, where the index, m, indicates samples and the index, n, indicates EEG channels. The EEG signals were recorded at AFz, Fz, F1, F2, F3, F4, FCz, FC1, FC2, FC3, FC4, Cz, C1, C2, C3, C4, CPz, CP1, CP2, and Pz (i.e., n=1:20) according tothe 10-10 system. The EEG signals were sampled at 1200 Hz in microvolts.<br>For EMG signals, the entry at (i,j).file has the size, m-by-n, where the index, m, indicates samples and the index, n, indicates muscle. The EMG signals were recorded from the right tibialis anterior muscle, right medial gastrocnemius muscle, left tibialis anterior muscle, and left medial gastrocnemius muscle (i.e., n=1:4). The EMG signals were sampled at 2000 Hz in volts. <br>For kinematic data, the entry at (i,j).file has the size, m-by-n, where the index, m, indicates samples and the index, n, indicates the motion-capture marker location and direction. Motion-capture markers were placed bilaterally over the EEG electrode locations, AF7 and AF8, lateral epicondyles of the femur, lateral malleoli, and second metatarsal heads. n=1:3 contain the marker coordinates for AF8 in x, y, and z coordinates, where x indicates mediolateral direction, y indicates anteroposterior direction, and z indicates superior-inferior direction. n=4:6 contain the marker coordinates for the lateral epichondyle of the right femur in x, y, and z coordinates. Similarly, n=7:9 and n=10:12 contain the marker coordinates for the right lateral malleoli and right second metatarsal heads, respectively. Similalry, n=13:24 contain the marker coordinates for AF7, the lateral epichondyle of the left femur, the left lateral malleoli, and left second metatarsal heads. The kinematic data was sampled at 100 Hz in millimeters.
DOI: 10.17632/mbfsj8pjt6
title: El poder coercitivo de la manipulación en los discursos propagandísticos

description: Se presenta la estructura de la manipulación lingüística en los discursos políticos. Se analiza el papel coercitivo de la manipulación y se define la propaganda política en dos direcciones: propaganda constructiva y propaganda negativa.
DOI: 10.17605/osf.io/8fsvu
title: Global gridded time-series of XCO2 concentrations derived from satellite observations and mathematical interpolations

description: A global product of XCO2 timeseries based on an enhanced version of the XCO2SAT+ method, which incorporates mathematical interpolation techniques in cases with too few or missing satellite observations per location and month. The XCO2SAT+ method uses L2 EMMA (v4.5, https://doi.org/10.24381/cds.f74805c8) as an input. The resulting dataset spans 20 years, from January 2003 to December 2022, and provides monthly averaged XCO2 concentrations. The dataset includes these concentrations for global land locations and adjacent coastal strips for 23958 uniformly sized polygons with an area of each 7774km2 and an approximate distance of 95km between adjacent polygon centers. The XCO2SAT+ method was validated using data from 28 globally distributed sites within the Total Carbon Column Observing Network (TCCON). Analysis revealed a mean absolute error (MAE) of 0.76ppm between the XCO2SAT+ dataset and observations from the TCCON sites over the available overlapping time intervals.
DOI: 10.17632/d7b7vz42db
title: Awareness of Physiotherapy for musculoskeletal injuries among basketball players at the University level

description: Basketball is a team sport in which two teams, most commonly of five players each, opposing one another on a rectangular court, compete with the primary objective of shooting a basketball. This study aims to awareness of physiotherapy for musculoskeletal injury among basketball players. Research is conducted by forming google form questionnaire including questions related to playing methods, question related to mode of plsying, question related to injury and question related to awareness. At the end of data collection and after analyzing it, it was found that most of the players are aware about physiotherapy and have sustained injury while playing.
DOI: 10.17632/s63whzn5xt
title: Integration of internal marketing to optimise workplace happiness and reduce turnover intentions in the era of Industry 5.0

description: This study is set within the context of Industry 5.0, where organisations must balance economic objectives with sustainability, 
ethics, and justice, in accordance with the Sustainable Development Goals (SDGs). Using a non-experimental, cross-sectional 
quantitative approach, an online questionnaire was employed to collect data from 233 employees across various industries 
in Mexico. The findings indicate that internal marketing positively affects job happiness and reduces job stress, while job 
happiness decreases the intention to turnover. However, no significant direct relationship was found between internal 
marketing and turnover intention. Limitations include the cross-sectional design and geographically restricted sample, 
suggesting the need for longitudinal studies and more diverse samples. The study’s original contribution lies in demonstrating 
how internal marketing can optimise job happiness and, thereby, influence employee retention and stress reduction, providing 
a robust theoretical framework for future research in the era of Industry 5.0.
DOI: 10.26180/14835513.v1
title: Hanegraaf, Verdejo-Garcia, Hohwy Social Processing and Personality Traits Dataset.sav

description: SPSS dataset used for statistical analysis in manuscript: "Latent classes of maladaptive personality traits exhibit differences in social processing: towards a dimensional approach" -- see methods for a description of variables or contact authors for more information
DOI: 10.6084/m9.figshare.27309288.v1
title: Three maps of SxZ F1 population

description: These three maps recorded processing of Bins to Linkage maps.
DOI: 10.6084/m9.figshare.28203788.v1
title: Márton et al., Exploring the impact of the host defense peptide Pap12-6 on the immune response and epithelial integrity in chicken-derived ileal explant cultures

description: Exploring the impact of the host defense peptide Pap12-6 on the immune response and epithelial integrity in chicken-derived ileal explant cultures.
DOI: 10.17632/949frmb8mw
title: Raw data of manuscript "Probing the sedimentary DOM in the deepest sector of Earth’s surface"

description: DOC, TOC, benthic O2 uptake, ,DOM optical measurement, and PARAFAC
DOI: 10.6084/m9.figshare.20324820.v4
title: EEL mouse sagittal 440 genes spatial RNA data

description: <strong>Raw RNA locations of a sagittal mouse brain section produced by EEL FISH for 440 genes.</strong> The file contains 11249762 rows and 7 columns. The RNA file is in the .parquet file format which can be opened with FISHscale (https://github.com/linnarsson-lab/FISHscale) or any other parquet file reader (https://arrow.apache.org/docs/index.html). Alternatively, there is also a .csv file with the RNA data. However, it is more that 1GB and the .parquet file will be more efficient. <br> <strong>RNA .parquet or .csv files</strong> Position and gene label for all RNA molecules. "c_px_microscope_stitched" contains X coordinates. "r_px_microscope_stitched" contians Y coordinates. The unit are pixels with a size of 0.18 micrometer. Multiply by 0.18 to get um scale. "c_transformed" contains X coordinates. "r_transformed" contains Y coordinates. The units are pixels with a size of 0.27 micrometer. Multiply by 0.27 to get um scale. These coordinates match the coordinates in the single cell .loom file. "decoded_genes" contains the gene label for each point. Note that there are 8 empty barcodes as negatie controls, labeled "Control1" to "Control8". There is also a gene called "Cre" that is not present in this sample. Please remove controls and Cre before analysing any biological questions. "hamming_distance" is the hamming distance divided by the barcode length (16). The closer to 0 the better the barcode. "Valid" Boolean colum where detected RNA molecules that are inside the tissue section are labeled with a 1. <br> <strong>Tissue polygon .csv file</strong> The .csv flie contains a polygon of the tissue area to clip RNA molecules outside. This was used to generate the "Valid" column. The unit size is in micrometer. <br> <strong>Gene colors .pkl file</strong> Pickled Python dictionary with gene colors used in the paper.
DOI: 10.6084/m9.figshare.22137506.v1
title: Summary calculations of soil P stocks from the McDowell et al. (2023) and Ringeval et al. (2024) databases.

description: Data outline country and continential stocks of Olsen and Total phosphorus and the data used to convert between Olsen and Total phosphorus
DOI: 10.6084/m9.figshare.28174706.v2
title: uCT and qpcr

description: Raw Data
DOI: 10.15468/dl.t6gveq
title: Occurrence Download

description: A dataset containing 13274 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lupinus arboreus Sims)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 13274 records from 169 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013408-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/yzs8s38ryv
title: Integration of terrestrial radio and visual radio: A case study of m radio 98.8 Surabaya

description: In the process of developing transmission technology and internet applications, radio broadcasting institutions are constantly evolving. In an effort to improve management performance, any changes in radio broadcasting technology are always adaptable. This study utilises a qualitative approach that is still rarely used to review the integration of terrestrial and visual radio. Data collection techniques were used through field observations, interviews, and documentation studies. After data collection was completed, data analysis was conducted systematically in three aspects: data reduction, data display, and conclusion drawing. In contrast to the transmission of radio broadcasts over the air or voice broadcasts, this study found that radio broadcasts can also be distributed through audio and video streaming on the internet (also known as the network) in the form of voice, text, images, and video.
DOI: 10.6084/m9.figshare.11997951.v4
title: Supporting Information for "A Fragment Library of Natural Products and its Comparative Chemoinformatic Characterization"

description: COCONUT_Compounds.sdf, ChEMBL_Compounds.csv and REAL_Compounds.csv contain the curated structures of drug-like subsets from those major compound data sets. All files contain the following information for each compound: identification number (ID), simplified molecular input line entry system (Smiles), Average Molecular Weight (AMW), partition coefficient octanol/water (SlogP), number of hydrogen bond donors (HBD), number of hydrogen bond acceptors (HBA), number of rotatable bonds (RB), topological polar surface area (TPSA), fraction of sp3 carbons(FractionCSP3), fraction of chiral carbons (FractionCC), number of generated fragments (NFragments) and a list of the fragments obtained if any (LFragments).<br>COCONUT_Fragments.sdf, ChEMBL_Fragments.csv and REAL_Fragments.csv contain the structures generated from the respective compound data sets. All files include the following information for each fragment: identification number (ID), source collection (Data Set), simplified molecular input line entry system (Fragment), belonging to one (Unique) or the three data sets (Overlapped), number of compounds containing that fragment in the data set (Counts) and fraction of them (Proportion), fraction of sp3 carbons (FractionCSP3), fraction of chiral carbons (FractionCC), number of heavy atoms (NumHeavyAtoms), number of oxygen atoms (NumO), number of nitrogen atoms (NumN), number of bridgehead atoms (NumBridgeHead), number of spiro atoms (NumSpiro), number of rings (NumRings), number of aromatic rings (NumArRings), number of aliphatic rings (NumAlRings), number of heterocycles (NumHet), number of aromatic heterocycles (NumArHet) and number of aliphatic heterocycles (NumAlHet).<br>SB-DFPs.csv contains Statistical-Based Database Fingerprints for COCONUT and REAL data sets. The file includes the value for each bit for a Morgan fingerprint of radius 2 (1024-bits) according to RDKit algorithm as well as the empirical minimum and maximum Tanimoto similarity values used for scaling of the data (MinSimilarity and MaxSimilarity).
DOI: 10.6084/m9.figshare.19608594.v3
title: Projecting 1 km-grid population distributions from 2020 to 2100 globally under shared socioeconomic pathways

description: Please download the latest version (Version 3).Spatially explicit population grids can play an important role in climate change, resource management, sustainable development, and other fields. Several gridded datasets already exist, but global data, especially high-resolution data on future populations, are largely lacking. Based on the WorldPop dataset, we present a global gridded population dataset covering 248 countries or areas at 30 arc-seconds (approximately 1 km) spatial resolution with five-year intervals for the period 2020–2100 by implementing random forest (RF) algorithm. Our dataset is quantitatively consistent with the shared socioeconomic pathways (SSPs) national population. The spatially explicit population grid we predicted in this study is validated by comparison with the WorldPop dataset at both the sub-national and grid level. A total of 3,569 provinces (almost all provinces on the globe) and more than 480 thousand grids are verified, and the results show that our dataset can serve as an input for predictive research in various fields.
DOI: 10.6084/m9.figshare.21997175.v1
title: Supplemental Data to "Sample size calculation for a NanoString GeoMx spatial transcriptomics experiment to study predictors of fibrosis progression in non-alcoholic fatty liver disease"

description: Supplemental Data to "Sample size calculation for a NanoString GeoMx spatial transcriptomics experiment to study predictors of fibrosis progression in non-alcoholic fatty liver disease"
DOI: 10.6084/m9.figshare.25778394.v2
title: Ptychodera flava

description: The genome sequence and annotation files of <i>Ptychodera flava</i>
DOI: 10.6084/m9.figshare.27210951.v3
title: Comprehensive analysis of human keratinocyte interactions with Candida albicans and Candida parapsilosis

description: The skin provides extensive protection against several pathogens. On its surface epithelial cells, or keratinocytes, respond to microbial stimuli primarily through the secretion of antimicrobial peptides and inflammatory cytokines. However, their alarming function is restricted to invading pathogenic organisms. Recent microbiome studies suggest that <i>Candida</i> species are natural colonisers of the human skin. However, discrepancies are present regarding the presence of <i>C. albicans</i> on the healthy skin, that is also frequently associated with cutaneous candidiasis. Therefore, here we aimed to investigate human keratinocyte responses to <i>C. albicans</i> and to another <i>Candida</i> species, <i>C. parapsilosis</i> - that is more likely to resemble skin commensals - in order to assess and compare the nature of skin epithelial cell responses to <i>Candida</i> species. Our results indicate that humoral, cellular and metabolic activities are more pronounced in the presence of <i>C. albicans</i>, than <i>C. parapsilosis</i>, suggesting a naturally occurring alarming response against this species.
DOI: 10.6084/m9.figshare.28936931.v3
title: Thematic and group-focused participatory budgets in Poland (2014–2024)

description: The database includes data on the implementations of thematic and group-focused participatory budgets introduced by Polish municipalities in the years 2014–2024. The dataset includes also some preliminary data for the first qurarter of the year 2025.
DOI: 10.17632/hjfsvfhnzb
title: Dataset of Rohingya-related international news published in 2009-2023

description: This repository contains ten datasets of Rohingya-related 8,074 news stories published in ten newspapers from ten countries between 2009 and 2023. Each country has one dataset, with the eleventh dataset containing all news stories in a single file. We used three Python libraries: BeautifulSoup, Selenium, and Newspaper4k, to scrape the data. The newspapers included here are The Daily Star (Bangladesh), China Daily (China), The Times of India (India), The Star (Malaysia), Express Tribune (Pakistan), Al Jazeera (Qatar), Saudi Gazette (Saudi Arabia), Daily Sabah (Turkey), The Guardian (UK), and The New York Times (US). This data was collected as part of a research project that analyzed the framing of Rohingya-related international news.
DOI: 10.17632/n6m7rhct2h
title: Data for Certified Foods Dyes in Over the Counter Medicines and Supplements for Children and Pregnant Women

description: This dataset is raw data and summary of quantified FD&C dye levels in children’s gummy vitamins, children’s tablet vitamins, prenatal vitamins, children’s cough/cold/allergy tablets & syrups, and children’s pain reliever tablets & syrups determined by high performance liquid chromatography with a photometric diode array (HPLC-DAD). The data can further be interpreted against the dosage given by each brand in each category to evaluate the consumption of the FD&C dyes and ADIs suggested for each FD&C dye by the US FDA. Syrups have the highest levels for the dosage described on the label and can be a significant contributor to FD&C dye intake for children, while all tablets and gummy vitamins showed low enough levels to be an insignificant amount of dye contributed to the ADI for most children.
DOI: 10.6084/m9.figshare.14546316.v1
title: China’s monthly NOx emissions during COVID-19 in 2020

description: China’s monthly NOx emissions by source sector and by province
DOI: 10.6084/m9.figshare.26596322.v1
title: Additional file 1 of Implementation of Nanopore sequencing as a pragmatic workflow for copy number variant confirmation in the clinic

description: Additional file 1. Additional tables.
DOI: 10.6084/m9.figshare.3515300.v1
title: Appendix A. Markov process for detections, model .

description: Markov process for detections, model .