cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/yxd9kr57f6
title: Bangla Image Captioning

description: We have developed this dataset for the Bangla image caption. Here, we recorded 1333 unique images with five captions each. All the files are in jpg format. This dataset contains a variety of images, including images obtained from DSLRs and phone cameras. The comprehensive nature of the dataset and diverse image sources make it a valuable resource for advancing Bengali picture captioning research. All images and captions ( xlsx ) are in the zip file and some image samples are in the images folder.
DOI: 10.17632/7bw9r5r44r
title: Supporting Information

description: This file includes detailed descriptions of the methods used in this paper. It also includes an experimental section that details the synthesis and characterization of the compounds reported in this paper.
DOI: 10.17632/cwwcr799v7
title: Data for: Safety management during clinical placements of undergraduate Nursing students. A scoping review.

description: Literature search strategy, and main findings of the 43 included studies in the review
DOI: 10.17632/p254jbh356
title: Early-onset effluvium secondary to COVID-19 - Supplementary table 1

description: Supplementary Table 1
Early-onset effluvium secondary to COVID-19: Clinical and histologic characterization
J Am Acad Dermatol. 2021 Dec 11;S0190-9622(21)02914-5. doi: 10.1016/j.jaad.2021.09.072.
DOI: 10.15468/dl.y4qpnx
title: Occurrence Download

description: A dataset containing 313 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Dioctria rufipes (Scopoli, 1763)"
 ]
}

 The dataset includes 313 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009290-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/p5x5j4zs8y
title: Rab32 regulates Golgi structure and cell migration through Protein Kinase A-mediated phosphorylation of Optineurin

description: Supporting data for Johnson et al
Western Blots
DOI: 10.17632/mbg44h56zx
title: Supplementary materials of the article : "Automated melanoma detection. An algorithm inspired from human intelligence characterizing disordered pattern of melanocytic lesions improving a convolutional neural network" , Jilliana Monnier et al

description: Supplementary materials of the article "Automated melanoma detection. An algorithm inspired from human intelligence characterizing disordered pattern of melanocytic lesions improving a convolutional neural network", Jilliana Monnier et al
DOI: 10.17632/4hczg93xkp
title: Data and code for: Captive jays exhibit reduced problem-solving performance compared to wild conspecifics

description: These files include the data used in this manuscript, and the code necessary to reproduce all analyses and figures. The excel file has 5 tabs. The first is the raw data on subject interactions with the puzzle box during trials. Second is the data reformatted for the survival analysis. The third tab lists all dominance interactions at a monopolizable food source. The fourth tab gives the boldness scores (closest approach and order of first approach to a novel object), when known, for subjects in this experiment. The last tab lists all of the IDs of Mexican Jays in this population, and their flock membership for the analysis of dominance ratings. Raw data column details: Flock - Identifier of the social group from which each subject came Treatment - C refers to subjects in captivity, F refers to subjects in the wild ID - The unique identifier for the subject, based on color band combinations Trial - Which trial (max of 6) these interaction data come from Seconds w/in 2m - the amount of time in seconds that the subject spent within 2m of the puzzle box on that trial Attempts - The number of times a subject touched a door on the puzzle box with its beak during that trial Door - The label describing which type of door on the puzzle box Successes - the number of times a subject successfully opened a closed door A, B, C, D - These are the labels for the 4 different door types, and the numbers in these columns indicate the number of times that door type was opened on that trial. Survival analysis column details where different from above: Solve - Whether it was the first (1) or last (3) solve. Or if the subject did not solve that door (0) Trial - the trial in which the solve occurred Time (min) - Minute within the trial that solve occurred Adjusted - Amount of time until the solve accounting for multiple trials We used the R Markdown format to present our code for these data. The code to conduct analyses is annotated and ordered in the R Markdown file.
DOI: 10.17632/cjhgx6wbxy
title: For: Human keratinocytes use sphingosine 1-phosphate and its receptors to communicate S. aureus invasion and activate host defense.

description: These are primary data for the paper entitled Human keratinocytes use sphingosine 1-phosphate and its receptors to communicate S. aureus invasion and activate host defense.
DOI: 10.17632/396vgz25v6
title: LINF_130021500

description: Tripartite attachment complex protein 166 | p166; Leishmania infantum (strain JPCM5)
DOI: 10.17632/z5dvmvkfjy
title: 3D Dataset of the Cambrian arthropod fossil Pisinnocaris subconigera from Chengjiang biota

description: Pisinnocaris subconigera was first described as a rare, small euarthropod from the early Cambrian Chengjiang biota, southwestern China. The taxonomic validity of this species was later challenged due to the lack of essential morphological details. Here, we examined the holotype and additional specimens of P. subconigera with advanced techniques such as micro-CT scanning and computer-based 3D rendering, and revealed the previously unknown ventral organization of the animal.These are the original morphological data resulted from X-ray micro-computed tomographical analysis of three delicately preserved arthropod fossils (specimen number: NIGPAS 115417a, YKLP17301 and CJHMD00066a, respectively) from the early Cambrian Chengjiang biota. 
This dataset contains three files: 3D scans and Figure of NIGPAS 115417a, YKLP17301 and CJHMD00066a, respectively. Each file includes Tiff Stack file and 3D screenshot figure of 3D model.
DOI: 10.17632/x69hnss9ym
title: CAMSAP2 promotes insulin vesicle biogenesis by facilitating Golgi-endoplasmic reticulum trafficking but not microtubule stabilization in pancreatic β-cells

description: The original images and blots of the manuscript CAMSAP2 promotes insulin vesicle biogenesis by facilitating Golgi-endoplasmic reticulum trafficking but not microtubule stabilization in pancreatic β-cells
DOI: 10.17632/47twnk5dsh
title: Results of chemical analysis of soil properties at the emergency crash site of the launch vehicle ‘Soyuz-FG’ in Kazakhstan

description: This data set contains information about 227 samples taken at the sites under con-sideration in the Ulytau region of Kazakhstan:
-in October 2018 (in the first days after the accident; ‘2018’ in the columns of the table in the Supplementary file),
-in October 2019 (one year after the accident; ‘2019’ in the columns of the table in the Supplementary file),
-in September 2022 (4 years after the accident; ‘a’ in the columns of the table in the Supplementary file),
-in May 2023 (4.5 years after the accident; ‘s’ in the columns of the table in the Supplementary file).
The vast majority of samples were analyzed in two laboratories independently.
DOI: 10.6084/m9.figshare.12645770
title: Supplementary Material for: Cardiac Complications during Pregnancy Related to Parity in Women with Congenital Heart Disease

description: <b><i>Objective:</i></b> To describe the frequency of cardiac complications during pregnancy related to parity in women with congenital heart defects. <b><i>Methods:</i></b> A retrospective tertiary single-center study at the Adult Congenital Heart Disease Centre that followed 307 women with congenital heart disease during the years 1997–2015 in Gothenburg, Sweden. Ma­ternal cardiac complications were noted for each pregnancy using medical and obstetric records. The CARPREG I and modified WHO (mWHO) risk classifications were used. Twin pregnancies, miscarriages before gestational week 13, and pregnancy terminations were excluded. <b><i>Results:</i></b> Five hundred seventy-one deliveries and 9 late miscarriages were analyzed. The mean parity was 1.74 per woman (range 1–8). Eighty-four (14.6%) maternal cardiac complications were experienced; arrhythmia (5.7%) and heart failure (4.4%) being the most prevalent, and there was 1 maternal death. Heart failure occurred during the first pregnancy in 12 women (3.9%), in the second pregnancy in 8 women (4.3%), and in the third pregnancy in 4 women (7.7%). CARPREG I and mWHO scores were associated with an increased risk of having a cardiac complication, while parity per se was not associated. The OR for having a maternally uneventful second pregnancy if the first pregnancy was without cardiac complications was 5.47 (95% CI 1.76–16.94) after controlling for CARPREG I and mWHO scores. <b><i>Conclusion:</i></b> The risk of severe maternal cardiac complications during pregnancy in women with congenital heart disease is low. In this largest analysis to date with a focus on parity in 307 women, the risk classification predicts the maternal outcome more than parity per se. If the first pregnancy is uneventful, the OR is 5.5 for an uneventful second pregnancy if CARPREG I and mWHO scores remain unchanged.
DOI: 10.17632/btv7g7n9ys
title: mDLC_Spatial_Analysis_2023

description: This dataset is associated with the study: “Spatial molecular profiling of mixed invasive ductal-lobular breast cancers reveals heterogeneity in intrinsic molecular subtypes, oncogenic signatures, and mutations”.
DOI: 10.17632/mrnz8ck22c
title: Role of PMR4 and PDLP1 in priming of early acting penetration defence by resistance-inducing β-amino acids.

description: Data present in "Role of PMR4 and PDLP1 in priming of early acting penetration defence by resistance-inducing β-amino acids.".
The file was named according to the figure it presents.
DOI: 10.17632/s3mfjxcg68
title: Multi-Fake-DetectiVE

description: The dataset includes social media posts and news articles, containing both a textual and a visual component, concerning the Ukrainian-Russian war started in February 2022. The dataset was collected to perform two distinct sub-tasks: Multimodal Fake News Detection, and Cross-modal Relation Classification in fake and real news. Given a piece of content (e.g., a social media post or a news article) that includes both a visual and a textual component, the first sub-task aims to detect if the content is a real or a fake news. The second sub-task aims to understand how the visual and textual components of news can influence each other. Given a text and an accompanying image, the sub-task intends to determine whether the combination of the two aims to mislead the interpretation of the reader about one or the other, or not. The data to be used for the two sub-tasks are stored in two separate sub-folders. Each sub-folder includes: (i) a training set, which contains data collected from February 2022 to September 2022, (ii) a contemporary test set, which includes data collected in the same time window as the training set, and (iii) a future test set, which contains data collected in a subsequent time window, specifically from October 2022 to December 2022.
DOI: 10.17632/yyzs6bcpfs
title: Data for: Vulnerable Growth in the Euro Area: Measuring the Financial Conditions

description: Quarterly dataset of euro area financial indicators and annual real GDP growth rate used in the paper.
DOI: 10.17632/z253m5jx7c
title: Psychological morbidity from COVID-19- Systematic review

description: Aims The aims of this study were to examine the extent of psychological morbidity and to identify risk groups that could be targeted with interventions. Study design A systematic review was performed using PRISMA guidelines. Studies meeting pre-determined inclusion criteria were reviewed. Data on study design, outcome measures and results were extracted. A risk-of-bias assessment category was calculated for each study. Data sources Ovid Medline, PubMed and PsychInfo databases were searched to identify studies reporting depression, anxiety, COVID-related fear and other outcomes up to end May 2020. Results 30 eligible studies were identified. The data included here is from these studies.
DOI: 10.6084/m9.figshare.13072358.v2
title: Red blood cell sub sample

description: This is a sub sampled version of the dataset found here<br>M. Doan et al, Annotated images of different phenotypes of red blood cells. Figshare. https://figshare.com/articles/URL7_Annotated_Data/12432506. Deposited 6 May 2020.<br><br>it is in the optimal format for input into deepometry
DOI: 10.17632/sxc5zk4m9w
title: Stabilized Epithelial Phenotype of Cancer Cells in Primary Tumors Leads to Increased Liver Metastasis in Pancreatic Cancer. Carstens et al
DOI: 10.17632/xrhwdj7m7z
title: Dynamic line rating of overhead transmission line based on metrological parameters and line parameters using IEEE 738-2012

description: This dataset includes hourly weather data collected from January 1, 2020, to June 30, 2021, along with the dynamic line rating (DLR) of the Trang-Thap Cham 220 kV transmission line in Vietnam. Spanning 18 months, it contains 13,128 data points. The recorded weather parameters include ambient temperature, wind speed, wind direction, and global horizontal irradiance (GHI). The DLR values are calculated based on the IEEE 738-2012 standard, using both meteorological conditions and line parameters.
DOI: 10.17632/xxcnvz8n4t
title: Dataset of Handwritten Arabic Characters with Harakat (Fathah, Kasrah and Dhammah)

description: The dataset consists of 2,464 RGB images that are grouped into 101 classes. The images are in .png format, with dimensions of 300×300 and bit depth (24, 32 and 64).
DOI: 10.6084/m9.figshare.26660846.v1
title: Additional file 1 of MAGPIE: accurate pathogenic prediction for multiple variant types using machine learning approach

description: Additional file 1: Table S1. Category and proportion of variants in independent test set. Table S2. Category and proportion of variants in orthogonal validation set. Table S3. Category and proportion of variants in ACMG guided dataset. Table S4. Feature name and description. Table S5. Feature importance of MAGPIE. Table S6. Performance metrics in independent test set. Table S7. Performance metrics in orthogonal validation set. Table S8. Performance metrics in ACMG guided dataset.
DOI: 10.17632/fymfgp4874
title: Data for: A 4 Ga record of granitic heat production: Implications for geodynamic evolution and crustal composition of the early Earth

description: Geochemistry of granites over the past 4.0 Ga and estimates of geophysical properties estimated from geochemistry.
DOI: 10.6084/m9.figshare.25062424.v1
title: Data_Laumer et al. from Spontaneous playful teasing in four great ape species

description: Joking draws on complex cognitive abilities: understanding social norms, theory of mind, anticipating others' responses, and appreciating the violation of others’ expectations. Playful teasing, which is present in preverbal infants, shares many of these cognitive features. There is some evidence that great apes can tease in structurally similar ways, but no systematic study exists. We developed a coding system to identify playful teasing and applied it to video of zoo-housed great apes. All four species engaged in intentionally provocative behaviour, frequently accompanied by characteristics of play. We found playful teasing to be characterized by attention-getting, one-sidedness, response looking, repetition and elaboration/escalation. It takes place mainly in relaxed contexts, has a wide variety of forms, and differs from play in several ways (e.g. asymmetry, low rates of play signals like the playface and absence of movement-final ‘holds’ characteristic of intentional gestures). As playful teasing is present in all extant great ape genera, it is likely that the cognitive prerequisites for joking evolved in the hominoid lineage at least 13 million years ago.
DOI: 10.6084/m9.figshare.27191841.v1
title: Dataset files for Tomonaga, M. "I’ve just seen a face: Further search for face pareidolia in chimpanzees (<i>Pan troglodytes</i>)."

description: Supplemtary fils for Tomonaga, M. "I’ve just seen a face: Further search for face pareidolia in chimpanzees (<i>Pan troglodytes</i>)."DataForAnalysis.xlsx: Dataset of test sessinonschimp_chosen_sum.xlsx, human_chosen_sum.xlsx, letter_chosen_sum.xlsx: Summaries of the GLMMs conducted for each coordinate of the ROIs in the noise images selected and not selected by the chimpanzees during test trials (with chimpanzee and trial as random factors)human_Rnd_sum.xlsx, chimp_Rnd_sum.xlsx, letter_Rnd_sum.xlsx: Summaries of the GLMMs conducted for each coordinate of the ROIs in the noise images randomly selected and not selected by the computer (with chimpanzee and trial as random factors)Individual_chimp_chosen_sum.xlsx, Individual_human_chosen_sum.xlsx, Individual_letter_chosen_sum.xlsx,Individual_chimp_Rnd_sum.xlsx, Individual_human_Rnd_sum.xlsx, Individual_letter_Rnd_sum.xlsx:Summaries of the GLMMs for each individualsum_Legend.xlsx: Legend list of GLMM summary filesNoiseCropped.zip: Noise pattern used in the presen study. All figures are cropped versions of the ROI (200x220 pixels).
DOI: 10.6084/m9.figshare.27330372.v1
title: Supplementary Material for: Dietary carbohydrates modulate Streptococcus mutans adherence and bacterial proteome

description: Introduction: Streptococcus mutans adherence to the tooth surface and subsequent biofilm development is modulated by the carbohydrate source, but the corresponding effect on bacterial proteome has not been previously studied. This study aimed to assess the effect of different carbohydrates on S. mutans viability and bacterial proteome at two-time points, early attachment (8 h) and biofilm maturation (24 h). Methods: Hydroxyapatite (HAp) discs coated with parotid saliva proteins were inoculated with S. mutans UA159 in Tryptone Soy Broth without dextrose supplemented with one of the following carbohydrates (n=12/treatment/time point): 1% Sucrose (S); 0.525% Glucose + 0.525% Fructose (G+F); 10% Xylitol (X); 10% Xylitol + 1% Sucrose (X+S); or culture medium without supplementation as negative control (C). Once inoculated, HAp discs were incubated for 8 h or 24 h at 37 °C and 10% CO2. After each incubation period, adhered bacteria were quantified using the plate-counting method for 6 HAp discs/group, and the remaining 6 HAp discs/group were used to extract bacterial cell wall proteins. Extracted proteins were analyzed using liquid chromatography coupled with mass spectrometry and then classified by their biological process. The study was conducted in three independent assays and the number of bacteria adhered to the HAp discs was determined at each time point and analyzed by two-way ANOVA followed by Bonferroni test (=5%). Results: The results suggest that xylitol significantly repressed bacterial adherence and metabolism at 8 h and 24 h; however, bacterial adherence and metabolism were significantly enhanced when xylitol was combined with sucrose, showing no negative effect on S. mutans at both time points. Bacterial proteome was modulated by the carbohydrate source. Conclusion: The cariogenicity of S. mutans biofilms may be reduced by the alternative sweetener xylitol; however, the combination with fermentable sugars may inhibit such a beneficial effect.
DOI: 10.5281/zenodo.15314183
title: AdPrST

description: SRT data set.
DOI: 10.5281/zenodo.15314184
title: AdPrST

description: SRT data set.
DOI: 10.17632/2r27b7fx6x
title: Beishan structural data 2025

description: List of σ1, σ2 and σ3 of the major folds, including the Shapoquan syncline, Xigou anticline, Nanquan syncline and Baishawo synclinorium, and the minor folds within the Hongliudaquan fold and thrust system, Beishan fold-thrust belt.
DOI: 10.17632/499skr38np
title: Optimizing In-Situ Measurement of Representative BVOC Emission Factors Considering Intraspecific Variability

description: The measured data for the manuscript "Optimizing In-Situ Measurement of Representative BVOC Emission Factors Considering Intraspecific Variability".
DOI: 10.17632/sskrt5fprn
title: Datasets for the healthcare social enterprise location problem

description: Solving complex multi-objective healthcare social enterprise location problems requires suitable metaheuristics capable of solving the problems. Moreover, data are required to conduct computational experiments to compare the metaheuristics. Due to a lack of benchmark data pertaining to healthcare social enterprise location problems in the literature, a synthetic problem instance generator was developed in Python to create reproducible synthetic problems. Four synthetic datasets were generated using a synthetic problem instance generator. The purpose of the synthetic datasets is mainly to compare metaheuristics for solving healthcare social enterprise location problems and then employ the best metaheuristic on real-world data in order to select suitable locations for a healthcare social enterprise based in South Africa.
DOI: 10.17632/6vpcb996dj
title: Frailty, Nutrition, and Quality of Life in Urban-Dwelling Older Adults Facing Vulnerability: Observational Study in Primary Heath Cares: estudo transversal realizado na Atenção Primária Brasileira

description: Objective:
To analyze the association between vulnerability, nutritional aspects, frailty, and quality of life (QoL) in older adults receiving care in Primary Health Care (PHC) settings.
Methods:
This was a cross-sectional study conducted with community-dwelling older adults. The Vulnerable Elders Survey (VES-13), Mini Nutritional Assessment (MNA), and Edmonton Frailty Scale (EFS) were used to assess the variables of interest. Statistical analyses included association tests, Spearman correlations, and binary logistic regression to identify predictors of vulnerability.
Results:

The sample consisted of n = 323 individuals, of whom n = 148 (45.8%) were classified as vulnerable. A moderate negative correlation was found with nutritional status (r = -0.38, p &lt; 0.001). Regarding frailty and quality of life, the domains assessing physical and functional status showed strong correlations with vulnerability (r &gt; 0.49, p &lt; 0.050). Binary logistic regression analysis also highlighted frailty, particularly its functional domains, as significant predictors of vulnerability, with poorer scores associated with higher risk.
Conclusion:
There was a clear association between vulnerability, nutritional status, frailty, and quality of life. Among these, the most refined analyses identified functional impairments related to frailty as key predictors of vulnerability in older adults.
DOI: 10.17632/c6cjpb4yxs
title: Lean Manufacturing Tools Applied to Continuous Improvement and its Impact on Economic Sustainability

description: In this Excel file the raw information is added, in addition, the model output, T-Ratios, Model Fit and Quality index, Reliabilities and Discriminant Validity are added.
This information corresponds to the article entitled "Lean Manufacturing Tools Applied to Continuous Improvement and its Impact on Economic Sustainability"
DOI: 10.17632/dp8pk9zbtn
title: Dataset_CUE and EUE

description: Dataset_CUE and EUE_v1
DOI: 10.17632/rtw2kydhb2
title: Data for Ranking athletes

description: mathematica code to reproduce the empirical tables