cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/w5jg84txj8
title: Mangifera2012: An Image Dataset of Various Bangladeshi Mangoes

description: A comprehensive image dataset of various types of reknown mangoes in Bangladesh. This dataset contains a total of 2012 HD image data in JPEG format. The image resolution is 3024x4032 pixel. The mango variety is collected from different marketplace of Dhaka during Mango season usually from May to August. 
There are 10 types of mangoes in this dataset which contains un-uniforme numbers of image data:
1. Amrapali (252 images)
2. Bari-4 (235 images)
3. Bari-7 (176 images)
4. Fazlee (156 images)
5. Harivanga (202 images)
6. Kanchon Langra (210 images)
7. Katimon (163 images)
8. Langra (202 images)
9. Mollika (221 images)
10. Nilambori (195 images)
Each of the variety images are unique and captured from various angle so that the manoges' size, shape and texture can be recognize shaprly during image processing. Also, the Dataset is in ZIP format where it contains root folder "Mango_Dataset_2012" which contains 10 sub folders for each variety of mango.
Moreover, this dataset is a state-of-the-art mango variety dataset and one of the largest mango variety dataset.
DOI: 10.17632/xmfsd4xbvp
title: Observation and modeling dataset for analyzing atmospheric circulation over an inter-Andean tropical valley

description: 10-year meteorological dataset for the Cauca River valley (CRV) located in southwest Colombia and simulation results for various parameterization schemes.
DOI: 10.6084/m9.figshare.13227779.v1
title: Facial Stimuli - Macaques

description: This dataset provides 230 facial images of 196 individuals from two macaque species (<i>Macaca mulatta</i> and <i>Macaca fascicularis</i>), each from a different field site (C and D). Depicted individuals are of different sex, age and captured exhibiting neutral and/or threatening facial expressions. Images are arranged into three zip files containing facial images of (1) male rhesus macaques exhibiting neutral and threatening facial expressions (one image of each per individual; 'ThreatNeutralMales-Rhesus.zip'), (2) male long-tailed macaques exhibiting neutral and threatening facial expressions (at least one image of each per individual; 'ThreatNeutralMales-LongTailed.zip'), and (3) rhesus macaques with neutral expressions of all sex and age classes ('Neutral-Rhesus.zip). The spreadsheet provided contains information about the images and the animals depicted on the images.
DOI: 10.6084/m9.figshare.24164367.v1
title: 1000GenomesH3Africa_SuppData16.zip

description: The data contains the summary statistics of all tested TR-gene pairs in African and European samples. The association test was performed separately in each population. To identify eGenes, we first grouped TR-gene pairs by gene and performed a Bonferroni correction to correct for the multiple tests. Then, choosing the TR-gene pairs with the lowest p-value performed an FDR correction for each gene. Summary statistics were merged together using the outer join method to generate the table.
DOI: 10.6084/m9.figshare.28504274.v1
title: Nanfenmiju tangerine (<i>Citrus reticulata</i>) genome

description: <pre>This dataset is a genome annotation project of Nanfeng tangerine, including genome assembly, repetitive sequence and gene annotation.</pre>
DOI: 10.6084/m9.figshare.28903835.v1
title: Data (F. Ghasemian).sav

description: Abstract: Introduction: Antenatal anxiety is one of the most common problems during pregnancy.Identifying the effective factors in reducing antenatal anxiety is one of the ways to mitigate the neg-ative consequences.Objective: The present study aimed to determine the association between maternal lifestyle and an-tenatal anxiety.Methods: This is an analytical-cross-sectional study, and its study population included 201 eligiblepregnant women referred to Al-Zahra Hospital in Rasht. A convenience sampling method was used.Data collection tools included the Demographic and obstetrics questionnaire, The Health PromotingLifestyle Profile (HPLP), and the standard pregnancy-related anxiety questionnaire (PRAQ). Dataanalysis was performed using statistical tests including the Spearman correlation coefficient, Mann-Whitney test, and Kruskal-Wallis in SPSS. A P&lt;0.05 was considered significant.Results: Data analysis showed that the mean score of maternal lifestyle and antenatal anxiety was67.8 ± 10.9 and 43.2 ± 20.1, respectively. There was a weak significant negative correlation be-tween antenatal anxiety scores and the total maternal lifestyle score (r= - 0.204, P= 0.004). The re-sults of the multiple linear regression analysis also showed that with an increase in the total score ofmaternal lifestyles, the antenatal anxiety score decreases significantly after controlling the Demo-graphic and obstetrics variable. That is, with a unit increase in the total lifestyle score, the total anx-iety score decreases on average by 0.20 units (b= 0.20, P= 0.004).Conclusions: A weak but significant negative correlation exists between maternal lifestyle and an-tenatal anxiety, indicating that higher lifestyle scores are associated with lower anxiety levels. Thus,healthcare providers can play an important role in alleviating antenatal anxiety through lifestyle ed-ucation, positively impacting maternal well-being
DOI: 10.17632/49xwrkrw7k
title: Data for: "Decision making under stress: The “hiding behind a small cake” effect" published by RAC-Revista de Administração Contemporânea

description: The file contains the dataset and statistical analysis used in the article "Decision making under stress: the effect of hiding behind a small cake" by Érika Mirian Nogas, Angela Cristiane Santos Póvoa and Wesley Pech. The dataset contains the results of a lab experiment that observed how stress affects proposals in a modified version of the Ultimatum Game from 85 brazilian participants students. This modified version added incomplete information about the size of the endowment, which allowed for the possibility of deceptive behavior in the form of the “hide behind a small cake” effect. The presence of stress was stimulated using the adapted Trier Social Stress Test for Groups (TSST-G) protocol with salivary cortisol measurement before and after stress stimulus. Most of the literature on the effects of stress on behavior has indicated that stressed individuals usually search for a reward that benefits them, and stress becomes an excuse to behave deceitfully. When we conducted this research in Brazil, we expected to find similar results. However, we found distinct results that were very robust: proposers in the “stress” treatment made significantly larger offers in this modified version of the ultimatum than subjects in the control treatment. We observed that proposers who made larger offers also tended to be the ones who believed that the responder would correctly guess the actual endowment. Their fear of rejection was the likely driver of this increase in offers, instead of an increase in other-regarding preferences. The results suggest that stress increased the subject’s risk awareness, since the presence of stress stimuli under asymmetric information changed the strategic capability of the participants, and the pattern of responses were modified in a way that was consistent with this hypothesis. The control group (without stress stimulus), showed more accuracy in understanding the potential use of the informational advantage given to them in the game. Thus, they utilized the “hide behind the small cake” effect more frequently.
DOI: 10.6084/m9.figshare.26242241.v2
title: <b>From Confucius to Computational Linguistics: Measuring the Cross-Linguistic Semantic Similarity of </b><b><i>The Analects </i></b><b> Based on </b><b>Large Language Models </b>Doi: 10.6084/m9.figshare.26242241

description: the supporting document
DOI: 10.6084/m9.figshare.27021937.v1
title: <b>Decoding Investor Sentiments in the Indian Stock Market: A Structural Equation Modelling Approach</b>

description: <i>This research examines how psychological and social biases affect individual investors' investing decisions. This study analyses data from a comprehensive questionnaire that was conducted throughout the nation and included 552 retail investors. The investigation employed structural equation modelling (SEM) to identify the elements that influence the decision-making of individuals who invest in the Indian stock market.</i>
DOI: 10.6084/m9.figshare.5766144.v2
title: Historical locations of shellfish ecosystems in Australia

description: Historical locations of shellfish ecosystems in Australia
DOI: 10.6084/m9.figshare.12980945.v1
title: plot_rn6

description: rn6_plot (for TFs and Cell type comparison)
DOI: 10.6084/m9.figshare.21603489.v6
title: Naegleria Genomes: sequences annotations and pangenome matrix

description: Publication title: "<em>Naegleria</em> genus pangenome reveals new structural and functional insights into the versatility of these free-living amoebae"
DOI: 10.6084/m9.figshare.21840504.v2
title: The Multi-Modal Evaluation of Sensory Sensitivity (MESSY): assessing a commonly missed symptom of acquired brain injury

description: Datasets for the manuscript: 'The Multi-Modal Evaluation of Sensory Sensitivity (MESSY): 
assessing a commonly missed symptom of acquired brain injury'
<br>
DOI: 10.6084/m9.figshare.7700534.v2
title: Diversity and functions of microbes in surface sediments of western Chaohu Lake

description: Diversity and functions of microbes in surface sediments of western Chaohu Lake
DOI: 10.17632/vfwnvk2nr3
title: Data for Stroming et al. (2020)

description: Data for "Quantifying the Human Health Benefits of Using Satellite Information to Detect Cyanobacterial Harmful Algal Blooms and Manage Recreational Advisories in U.S. Lakes" by Signe Stroming, Molly Robertson, Bethany Mabee, Yusuke Kuwayama, and Blake Schaeffer.
DOI: 10.6084/m9.figshare.1296261.v1
title: Chikungunya Epidemic Dataset

description: Spreadsheet containing data on confirmed and suspected cumulative cases of chikungunya as well as deaths in 6 regions: North America, Central American Isthmus, Latin Caribbean, Andean Area, Southern Cone, and Non-Latin Caribbean. Read me file contains information about the spreadsheet (variable names, data source(s), important notes). Data obtained from the Pan American Health Organization.
DOI: 10.6084/m9.figshare.20423310.v1
title: Medium-Mn steel .xlsx

description: Experimental results for friction stir welding
DOI: 10.6084/m9.figshare.21641522.v1
title: Supplementary Material for: Left perforated colonic tumor with synchronous locally advanced right colonic tumor.

description: Colorectal cancer is one of the most common malignant neoplasms worldwide. Overall mortality is 33%. Synchronous colorectal cancer refers to more than one malignant tumor detected in different segments of the colon, simultaneously or within 6 months of initial diagnosis. The development of colorectal cancer is a multistep process that originates with a genetic mutation leading to a malignant phenotype and generating a growth advantage. Colorectal cancer presents up to 16% of hypermutations, of which 75% are characterized by microsatellite instability which in turn leads to poorer cell differentiation. Patients with synchronous tumors appear to have a higher proportion of microsatellite instability than patients with single tumors. It is presented the clinical case of a 35-year-old man with a perforated left colon tumor and a locally advanced synchronous tumor of the right colon and signs of acute abdomen. The treatment should be based on the location of the synchronous tumors, stage at the time of approach, and the patient's condition. However, when faced with a complication secondary to colonic cancer, adhering to the principles of oncological surgery can be overcome by the nature of the emergency.
DOI: 10.6084/m9.figshare.29145209.v1
title: Entangled Network Structure between Virtual and Anti Particles

description: This simulation visualizes the formation of an entangled bipartite network between virtual particles (v0–v9) and anti-particles (a0–a9). Each connection represents an entanglement link with a weight denoting coherence probability. The network structure reflects the anti-time model’s prediction that anti-particles do not emerge in isolation but evolve from coherent interactions with the virtual vacuum. The simulation highlights the role of collective coherence in forming a structured energy transfer path, which ultimately stabilizes into observable dark energy fields.
DOI: 10.6084/m9.figshare.803100.v1
title: Variant Calls for Father, Mother and Daughter

description: Variant Call Format file for Mother, Father and Daughter. Analysed by InSilicoDB, searhable under the word 'Corpasome'.
DOI: 10.6084/m9.figshare.12982223.v2
title: DATASET FOR NEW BODY FAT MEASUREMENT

description: The importance of body composition analysis constitutes a central pillar in the assessment of nutritional status
DOI: 10.6084/m9.figshare.3515330.v1
title: Appendix C. Summary of data analysis and randomization procedure.

description: Summary of data analysis and randomization procedure.
DOI: 10.17632/3m6gs9hfsd
title: A diabetic milieu increases ACE2 expression and cellular susceptibility to SARS-CoV-2 infections in human kidney organoids and patient cells. Garreta et al.

description: Data S1 - Source Data file that contains all values used to generate the graphs of the paper, original western blot images and additional microscopy images.
DOI: 10.17632/6k97jty9xg
title: ArzEn-MultiGenre: An aligned parallel dataset of Egyptian Arabic song lyrics, novels, and subtitles, with English translations

description: ArzEn-MultiGenre is a manually translated and aligned parallel dataset of Egyptian Arabic (Arz) and English (En), encompassing 25,557 sentence pairs across three genres: novels (5,226 sentence pairs), subtitles (17,265 sentence pairs), and songs (3,066 sentence pairs). It serves as a benchmark for machine translation models, aids in fine-tuning large language models, and facilitates research in translation studies, cross-linguistic analysis, and lexical semantics.

Three distinct features set ArzEn-MultiGenre apart from existing Arz-En parallel datasets:
1. It includes three genres previously unrepresented in Arz-En parallel datasets.
2. It is manually translated and aligned, differentiating it from crowdsourced Arz-En parallel datasets.
3. It offers a substantial volume of data compared to some existing Arz-En parallel datasets.

In terms of word tokens, the dataset comprises 154,658 Arabic word tokens and 210,068 English word tokens. The vocabulary encompasses 29,179 Arabic word types and 18,131 English word types, with a type-token ratio of 19% for Arabic and 9% for English. Segment lengths vary across genres, with novels featuring 54 one-word segments, 1,269 segments with 2-5 words, and 3,903 segments with 6 or more words. Similarly, subtitles display varied segment lengths, with 2,689 one-word segments, 9,252 segments with 2-5 words, and 5,324 segments with 6 or more words. Songs, however, exhibit fewer segments overall.

Please cite as 
Rania Al-Sabbagh, ArzEn-MultiGenre: An aligned parallel dataset of Egyptian Arabic song lyrics, novels, and subtitles, with English translations, Data in Brief, Volume 54, 2024, 110271, ISSN 2352-3409,
https://doi.org/10.1016/j.dib.2024.110271.
(https://www.sciencedirect.com/science/article/pii/S2352340924002403)
DOI: 10.6084/m9.figshare.1621261.v3
title: Analysis of Bibliometrics information for selecting the best field of study

description: Bibliometrics can be defined as the statistical analysis of publications. Bibliometrics has focused on the quantitative analysis of citations and citation counts which is complex. It is so complex and specialized that personal knowledge and experience are insufficient tools for understanding trends for making decisions. We need tools for analysis of Bibliometrics information for select the best field of study with promising enough attention. This presentation will provide tools to discover the new trends in our field of study in order to select an area for research and publication which promising the highest research impact.
DOI: 10.6084/m9.figshare.27612429.v1
title: Dataset for 'Near-infrared germanium PIN-photodiodes with &gt;1A/W responsivity'

description: Datasets for figures in the manuscript "Near-infrared germanium PIN-photodiodes with &gt;1 A/W responsivity"Hanchen Liu<sup>1</sup>, Toni P. Pasanen<sup>1,2</sup>, Tsun Hang Fung<sup>1</sup>, Joonas Isometsä<sup>1</sup>, Antti Haarahiltunen<sup>2</sup>, Steven Hesse<sup>3</sup>, Lutz Werner<sup>3</sup>, Ville Vähänissi<sup>1</sup> and Hele Savin<sup>1</sup>1 Aalto University, Department of Electronics and Nanoengineering, Tietotie 3, 02150 Espoo, Finland2 ElFys, Inc. Tekniikantie 12, 02150 Espoo, Finland3 Physikalisch-Technische Bundesanstalt, Abbestraße 2–12, 10587 Berlin, GermanyPlease cite this paper DOI :<b> </b>10.1038/s41377-024-01670-4 when referencing this data
DOI: 10.15468/dl.d4ge6e
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sagamichthys schnakenbecki (Krefft, 1953)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((17.9945 31.4042,17.9648 31.4107,17.9648 28.8496,26.9648 28.8496,26.9648 31.9498,25.9351 32.1234,25.521 32.0431,25.1292 32.4448,23.62 32.6843,23.2184 33.1274,22.2555 33.4227,21.6592 33.4362,20.3254 32.9854,19.735 32.5293,19.425 31.8208,19.6247 31.1033,19.1159 30.7686,17.9945 31.4042))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013143-250525065834625/datasets/export for details.
DOI: 10.17632/m83ntz92jh
title: Biologic Treatment Outcomes in Refractory Chronic Urticaria: A Systematic Review

description: Chronic Urticaria is an allergic condition of the skin characterized by recurrent, pruritic wheals and angioedema spanning at least 6 weeks. Initial treatment involves the use of oral antihistamine therapy, with adjunct leukotriene receptor antagonist therapy in severe cases. Systemic biologics are often reserved for patient’s refractory to initial therapy. This systematic review examines the treatment outcomes of systemic biologics in patients with refractory chronic urticaria.
DOI: 10.6084/m9.figshare.22239655.v1
title: Data of LUCC and shorebird diversity in Yellow River Delta

description: Coastal land use and land cover and shoerbird diversity between 1997 and 2021 in Yellow River Delta.
DOI: 10.6084/m9.figshare.23025041.v1
title: MsPHep: An Online Application for Low-Molecular-Weight Heparin Rapid Characterization Based on Mass Spectrometry

description: Test data for Enoxaparin standard using HILIC-MS and SEC-MS methods, and Parameters setting of DeconTools
DOI: 10.6084/m9.figshare.23713359.v1
title: Figure 1

description: Figure b-c: 3D surface plot of D/A, the pH response (b), and O/R, the K+ response (c), of <em>pHlicKerBiotin</em> immobilized on beads as a function of pH and [K+]. <br> Figure 1d: Normalized O/R values of <em>pHlicKerBiotin</em> in response to other biologically relevant cations.
DOI: 10.6084/m9.figshare.28691561.v1
title: PVAC: Package Version Activity Categorizer, Leveraging Semantic Versioning in a Heterogeneous System

description: <b>Context: </b>Modern open-source software ecosystems, such as those managed by GNU/Linux distributions, are composed of numerous packages developed independently by diverse communities. These ecosystems employ package management tools to facilitate software installation and dependency resolution. However, these tools lack robust mechanisms for systematically evaluating the development activity and versioning dynamics within their heterogeneous software environments.<br><b>Objective:</b> This research aims to introduce a systematic method and a prototype tool for assessing version activity within heterogeneous package manager ecosystems, enabling quantitative analysis of software package updates.<br><b>Method:</b> We developed PVAC,a <b>P</b>ackage <b>V</b>ersion<b> </b><b>A</b>ctivity <b>C</b>ategorizer, a novel approach<br>that leverages semantic versioning to surface the activity of software packages at both the system level using the Version Number Delta (VND) metric and at the package level using the Activity Categorizer. PVAC utilizes tailored regular expressions to parse semantic versioning details (epoch, major, minor, and patch versions) from diverse package version strings, thereby enabling consistent categorization and quantitative scoring of version changes.<br><b>Results</b>: PVAC was empirically evaluated using a dataset of 22,535 packages drawn from<br>recent releases of Debian and Ubuntu GNU/Linux distributions. Our findings<br>demonstrate PVAC's effectiveness for accurately categorizing versioning schemes and quantitatively measuring version activity across releases. We provide empirical evidence confirming that semantic versioning, including adapted variations, is predominantly employed across these ecosystems.<br><b>Conclusions</b>: PVAC represents an effective solution for systematically assessing and<br>monitoring the software package version activity within heterogeneous ecosystems. By providing clear metrics for software activity, PVAC aids practitioners and researchers in identifying packages requiring attention, thereby reducing security risks and technical debt.
DOI: 10.6084/m9.figshare.12962387.v2
title: COV_DrugSimDB_Full_with_signif_scores.csv

description: COV_DrugSimDB_Full_with_signif_scores.csv
DOI: 10.6084/m9.figshare.19160963.v1
title: EMG data of stroke and healthy subjects when performing hand-to-nose movement

description: The dataset includes three files, FM.mat, rawEMGData_H.mat, and rawEMGData_P.mat. FM.mat is the upper limb FM score of 20 stroke patients.rawEMGData_H.mat and rawEMGData_P.mat are the raw EMG signals of healthy subjects and stroke patients when performing hand-to-nose movement. Ten muscle activities are measured during the movements, triceps brachii long and lateral head (TLO and TLA), latissimus dorsi (LAT), pectoralis major (PEC), deltoid anterior, medial, and posterior (DEA, DEM, and DEP), trapezius upper (TRA), biceps brachii (BIC), and brachioradialis (BRA). And each subject continuously repeated the movement three times.
DOI: 10.6084/m9.figshare.25729248.v5
title: A global 150-m dataset of urban building heights around 2020

description: Here, we provide a 150-m global urban building heights dataset around 2020 by combining the spaceborne lidar (Global Ecosystem Dynamics Investigation, GEDI), multi-sourced data (Landsat-8, Sentinel-2, and Sentinel-1), and topographic data. The validation results revealed that the GEDI-estimated building height samples were effective in comparison to the reference data (Pearson's r = 0.81, RMSE = 3.58 m). The mapping product also demonstrated good performance, as indicated by its strong correlation with the reference data (Pearson's r = 0.71, RMSE = 4.73 m).The global dataset of our urban building heights is availably visible by following the website (https://nju-eco-lidar.projects.earthengine.app/view/gbh2020), powered by the Google Earth Engine (GEE).<br><br>