cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.3465974.v4
title: Early prediction and characterization of high-impact world events using social media

description: This dataset consists on 5234 news events obtained from Twitter. The file <code>tweets.csv.gz</code> (available upon request via email to the authors) contains a CSV file, called <code>tweets.csv</code>, with all the tweets IDs corresponding to each event in <code>events.csv</code>. The format of each line of the file is the following:tweet_id, event_idWhere:<code></code>tweet_id is an long number indicating the Twitter ID of the given tweet. Using the Twitter REST API it is possible to retrieve all the information about the given tweet.<code></code>event_id corresponds to the event ID of the given tweet. The file events.csv.gz contains a CSV file, called events.csv with all the news events captured from Twitter since August, 2013 until June, 2014. The format of each line of the file is the following: <br> event_ID,date,total_keywords,total_tweets,keywords <br> Where: event_ID is an integer which identifies the corresponding event. There are 5234 events, then event_ID ranges from 1 to 5234. date is the date of the event or connected component. The format is YYYY-MM-DD. total_keywords is an integer indicating how many keywords are in the event or connected component. total_tweets is an integer indicating how many tweets belongs to this event. keywords is a string containing total keywords keywords. There is a semicolon between two keywords. <br> The files cluster_labels.txt and time_resolutions.txt contain the cluster labels for each event and the time resolutions learned from all events, respectively. cluster_labels.txt contains one integer number per line, from 0 to 19. In line <i>i</i>, the cluster label in that line corresponds to the event ID number <i>i</i>. time_resolutions.txt contains one floating point number per line, indicating the time resolution learned for all events, in minutes. There are 20 numbers in the file, one per line, in increasing order, with at most 13 decimal numbers after the point. <br>
DOI: 10.6084/m9.figshare.659896.v1
title: Radar shadow detection in SAR images using DEM and projections

description: The data-sets, additional images (MATLAB .fig files for 3D visualizations), illustrative movies corresponding to the following paper: V. B. S. Prasath, O. Haddad. <strong>Radar shadow detection in synthetic aperture radar images using digital elevation model and projections</strong>. Journal of Applied Remote Sensing, 8(1), 083628, May 2014. Pre-print available at arXiv:1309.1830.
DOI: 10.6084/m9.figshare.12910121.v4
title: Antarctic Sea-Ice Thickness and Volume from NASA's ICESat/ICESat-2 Missions

description: This is the dataset supporting the paper "Antarctic Sea-Ice Thickness and Volume from NASA's ICESat/ICESat-2 Missions" submitted to Geophysical Research Letters.
DOI: 10.6084/m9.figshare.14171315.v1
title: Harbour seal offshore foraging data

description: netcdf files containing pressure, accelerometer, magnetometer data sampled at 1 Hz, GPS and timing of prey capture attempts for harbour seals during offshore foraging trips in the Wadden Sea, Germany.
DOI: 10.6084/m9.figshare.14276354.v1
title: Anxiety and depression: a study of psychoaffective, family-related, and daily-life factors in celiac individuals

description: ABSTRACT Objective: To identify the prevalence of anxiety and depression and its association with psychoaffective, family-related, and daily-life variables of celiac individuals. Methods: Crosssectional study, developed with 83 celiac patients in Fortaleza. An instrument was applied with variables grouped in the categories: psychoaffective, family-related, and daily-life. Results: It was found that 52 celiac patients (62.7%) had anxiety and 29 (34.9%) had depression. The clinical conditions found and the number of symptoms increased the chance of anxiety/depression. The predominant factors in those with anxiety were Lack of control of the celiac disease (98.1%), Perceived clinical condition (75.0%), Daily obstacles for maintaining a gluten-free diet (63.4%), and Daily activities (55.8%). In those with depression, there was a higher prevalence of Lack of control of the celiac disease (100.0%), Perceived clinical condition (82.2%), and Daily obstacles for maintaining a gluten-free diet (69.0%). Conclusion: Celiac individuals with anxiety and depression frameworks presented a higher frequency of Perceived clinical condition, Insufficient social support (psychoaffective factors) and Daily obstacles for maintaining a gluten-free diet (daily-life factor).
DOI: 10.6084/m9.figshare.25434724.v3
title: Japanese GX patents.xlsx

description: This is a Japanese patent dataset of Japanese corporations’ green transformation (GX) patent applications on the Japan Platform for Patent Information, using a search method of bombinating International Patent Classification (IPC) codes and keywords. The dataset contains 37,476 GX patent applications from 298 corporations during the period 1999–2022.
DOI: 10.6084/m9.figshare.28720907.v1
title: Perceived Interreligious Tolerance

description: This study explores the interplay of social cohesion and conflict management theories in evaluating the role of interreligious tolerance in fostering communal harmony within Malaysia’s multicultural society. Using Structural Equation Modeling (SEM), it examines the influence of social inclusion & diversity, cross-group empathy, and collective efficacy on communal harmony, alongside the moderating role of conflict management strategies. Based on responses from 327 individuals of diverse religious backgrounds in Selangor, the findings indicate that social inclusion and cross-group empathy significantly enhance harmony, while the effects of collective efficacy are nuanced. The interaction between conflict management and tolerance yields both positive and complex outcomes. Emphasizing the importance of education, policy, and community engagement, the study contributes to understanding the psychological and social factors underpinning harmony. It advances theoretical frameworks on social cohesion and conflict management, offering insights into promoting interreligious understanding in Malaysia’s diverse context.
DOI: 10.17632/tw5d2fx3yc
title: Pyrite SIMS analysis data

description: Results of sulfur isotope analysis of individual pyrite aggregates of different morphologies (framboids, large euhedral crystals) by SIMS method.
DOI: 10.17632/v9mgbmtnf2
title: Predicting Long-term Dynamics of Soil Salinity and Sodicity on a Global Scale

description: This dataset globally (excluding frigid/polar zones) quantifies the different facets of variability in surface soil (0 – 30 cm) salinity and sodicity for the period between 1980 and 2018. This is realised by developing 4-D predictive models of Electrical Conductivity of saturated soil Extract (ECe) and soil Exchangeable Sodium Percentage (ESP) as indicators of soil salinity and sodicity. These machine learning-based models make predictions for ECe and ESP at different times, locations, and depths and by extracting meaningful statistics form those predictions, different facets of variability in the surface soil salinity and sodicity are quantified. The dataset includes 10 maps documenting different aspects of soil salinity and sodicity variations, and auxiliary data required for generation of those maps. Users are referred to the corresponding "READ_ME" file for more information about this dataset.
DOI: 10.25403/upresearchdata.28696265.v1
title: Effects of encapsulated Moringa oleifera feed additive on fatty acid profile and colour stability of lamb

description: The data contains fatty acid profiles of subcutaneous fats and intramuscular fats of lamb administered with alginate-chitosan-encapsulated and non-encapsulated Moringa oelifera leaf extract as well as carcass information. Other data sheets are for meat colour coordinates done with a Minolta colour spectrometer to test lamb colour stability. Both sets of data were captured and compiled onto Excel and then inputted into SAS for statistical analysis.
DOI: 10.6084/m9.figshare.11828304.v1
title: SHRIMP dating, Whole rock geochemistry and Sr-Nd isotope of JW gabbro.docx

description: The dataset contains SHRIMP dating, Whole rock geochemistry and Sr-Nd isotope results of the JW gabbro, Emeishan large igneous province.
DOI: 10.6084/m9.figshare.13010540.v1
title: Projection matrices (naturalistic ECoG)

description: Projection matrices for each of the 12 ECoG participants. The '_elecs2ROI.csv' matrix can be used to project electrode-level EEG data onto sensorimotor brain regions, defined in '_ROIcentroids_'. Note that we mirrored electrodes into the left hemisphere for all participants.
DOI: 10.6084/m9.figshare.19232820.v2
title: Tabla 5. Análisis de mediación

description: El rol mediador del apoyo organizacional percibido entre las nuevas formas de trabajo y el compromiso de los docentes universitarios. Tabla 5. Análisis de mediación
DOI: 10.6084/m9.figshare.23574306.v1
title: Plastid genome features of the <em>Chenopodium petiolare</em>

description: This project contains data files results from plastid genome sequence for an isolate of <em>Chenopodium petiolare.</em>
DOI: 10.6084/m9.figshare.25116926.v2
title: Effectiveness of Motivational Interviewing and cross platform messaging application in improving oral health knowledge, attitude and behaviours among pregnant women- a Randomized Controlled Trial

description: Background: Body goes through significant hormonal and physiological changes during pregnancy, which could be linked to changes in oral health. Many women are unaware of the negative consequences of poor dental health during and after pregnancy, both for themselves and their children. Therefore, this study aimed to the effectiveness of Motivational Interviewing and cross platform messaging application (WhatsApp messenger) for oral health education on the oral health knowledge, attitude and behaviours among pregnant women attending ante natal care. Methods: A randomized controlled trial was conducted among 84 pregnant women. Simple random sampling was employed to select participants after oral examination. Participants were randomly allocated to two groups (Group 1: Cross-platform messaging application [WhatsApp]; Group 2: Motivational Interviewing) using a lottery method. Pregnant women aged 18 years and older, gestational age between 8 and 30 weeks were included. A face-to-face interview and oral examination were conducted to assess baseline knowledge and oral hygiene status. A follow-up examination was conducted after one month of intervention. Inferential statistics, including the chi-square test and independent t-test, were used to compare variables between the two groups. Results: The mean knowledge score at baseline was comparable between Group 1 (WhatsApp) and Group 2 (Motivational Interviewing). However, post-intervention, Group 2 showed a significantly higher mean knowledge score compared to Group 1. Post-intervention, Group 2 exhibited a significantly better oral hygiene status compared to Group 1. A significant improvement in oral health behaviours, such as regular tooth brushing and dental check-ups, was observed in Group 2 compared to Group 1 (p &lt; 0.001). Conclusion: The findings suggested that while both interventions were effective, Motivational Interviewing showed superior results in improving knowledge, oral hygiene status, and oral health behaviours. The personalized and client-centred approach of Motivational Interviewing enables participants to explore and resolve ambivalence, promoting a deeper understanding of the importance of oral health during pregnancy. Trial registration: Clinical Trial Registry of India (CTRI/2021/09/036407).
DOI: 10.6084/m9.figshare.29119043.v1
title: Data for study: Ecological citizen science in schools: A case study of impact on pupils’ connection to nature and knowledge of UK mammals

description: These data were collected as part of a study investigating outcomes of an ecological citizen science intervention carried out in 34 primary schools across North-East England. Participating schools:<b> </b>deployed camera traps to monitor wildlife; took part in a workshop; and contributed to the citizen science project, MammalWeb. Before (Q1), immediately after (Q2) and three months following (Q3) the intervention we collected the following data: Drawings from pupils aged 4-7 on 'what they think nature is'. These drawings were translated into lists of things drawn for the datasetLists of 'mammals you know that live in the UK' named by pupils aged 7-11 on paper questionnairesConnection to nature scores for pupils aged 4-7 calculated using the Cheng and Monroe scale.
DOI: 10.6084/m9.figshare.7611488.v1
title: DPV of porphyrin 2 from 0V to -2V

description: differential pulse voltammetry of porphyrin 2 from 0V to -2V, under N<sub>2 </sub>atmosphere
DOI: 10.6084/m9.figshare.877104.v2
title: Hierarchical Analysis of Diversity, Selfing, and Genetic Differentiation in Populations of the Oomycete Aphanomyces euteiches

description: Relatively little is known about the population biology of the legume pathogen Aphanomyces euteiches. A. euteiches is a soilborne pathogen causing Aphanomyces root rot of several legumes, including alfalfa, bean, lentil, and pea. Our objectives were to assess the degree of diversity, selfing, and population differentiation in A. euteiches. We contrasted populations within and among two geographically separated fields with a history of pea production. Molecular genotyping relied on amplified fragment length polymorphism analysis. Samples of A. euteiches recovered from two fields in northeast Oregon and western Washington confirmed previous reports of moderately high genetic diversity in populations of A. euteiches at the regional scale, but revealed higher-than-expected genotypic diversity within individual soil samples. Populations of A. euteiches were significantly differentiated at the soil sample, field, and regional level. The population structure appears to be patterned by regular selfing via oospores, a mixed reproductive system including both asexual and sexual reproduction, with occasional migration of novel genotypes or outcrossing.
DOI: 10.25392/leicester.data.8217185.v1
title: Resilience and Finance Dataset (2019)

description: Dataset relating to manuscript: Psychological Financial Resilience: An ecological systems approach. Contains data relating to Resilience (Trait and Financial) and Financial Behaviour Scale. Demographic data include Sex/Gender, Age, Income, and Educational Status.
DOI: 10.6084/m9.figshare.12083259.v3
title: Early Carboniferous back-arc rifting-related magmatism in southern Tibet: Implications for the history of the Lhasa terrane separation from Gondwana

description: This dataset include zircon U–Pb ages, whole-rock geochemical compositions, and Sr–Nd–Pb–Hf isotope data for the early Carboniferous Xiongcun intrusive rocks<br>
DOI: 10.6084/m9.figshare.27991472.v2
title: all_data_multi_stressors_plant_diversty.csv

description: Raw data of "Concurrent anthropogenic stressors affect plant-soil systems with different plant diversity levels"
DOI: 10.17632/8gsffr5834
title: A data set for CH4 concentrations in lake water of Lake Keluke and Lake Tuosu

description: A data set for CH4 concentrations in lake water of Lake Keluke and Lake Tuosu over different months from 2021 to 2023
DOI: 10.17632/9tdwzgh8v7
title: WTK3/WTN1 pair confer multiple disease resistance in wheat

description: Alignments and phylogenetic trees of the WTK3/WTN1 pair
DOI: 10.17632/tx4gfcxnmy
title: DESARROLLO DE UNA ESTRATEGIA DE COMUNICACIÓN PARA LA TIENDA VIRTUAL @SANDIA.COL

description: DESARROLLO DE UNA ESTRATEGIA DE COMUNICACIÓN PARA LA TIENDA VIRTUAL
DOI: 10.6084/m9.figshare.27641700.v1
title: <b>Career Readiness in the Arts: Critical Influences on Employability Among Graduates</b>

description: This empirical study explores the key factors affecting the employability of art academy graduates in China. Employing a quantitative survey analysis, the research investigates the roles of career adaptability, career guidance counseling, public service motivation, and self-efficacy as independent variables, with high-performance work practices as a moderating factor, and graduate employability as the dependent variable. The study aims to clarify the relationships among these variables within the context of Chinese art education. Results indicate significant positive correlations between career adaptability, career guidance counseling, and self-efficacy with graduate employability. However, the moderating effects of high-performance work practices on the relationship between self-efficacy, public service motivation, and graduate employability were not substantiated. Grounded in Social Cognitive Theory (SCT) and Human Capital Theory (HCT), this research provides a theoretical framework for understanding the complex dynamics influencing employability outcomes. The findings contribute to a nuanced understanding of the factors shaping employability and offer critical insights for policymakers, educators, and career counselors seeking to improve outcomes for art academy graduates in China.
DOI: 10.6084/m9.figshare.12470045.v4
title: Prospective profile of 116 men with penile cancer in Maranhão (2016 - 2018)

description: Databank of the profile of 116 men with penile cancer in Maranhão – Northeast Brazil (2016 - 2018)
DOI: 10.6084/m9.figshare.24556474.v1
title: Data represented in Figures 3, 4, and 5 of "Real-Time Photonic Blind Interference Cancellation"

description: Figure 3 shows the linearity of the micro-ring resonators under test with respect to applied heater current about their respective zero-weight points. Figure 4 displays a typical experimental run of cancellation weight identification for photonic blind interference cancellation. Underlying variance and kurtosis data, as well as the coordinates of the labeled points, are provided. Figure 5 shows data on the uncertainty of the signal statistics and the success of cancellation weight identification.
DOI: 10.6084/m9.figshare.25103522.v2
title: <b>R script for the project on Sugar maple and root-associated microbial communities</b>

description: R script that includes code of the analysis and figures
DOI: 10.6084/m9.figshare.25511044.v2
title: TrippDP_MRM_Liver_T1T2FsF_data.zip

description: <i>In-vivo</i> liver data from a multiparametric MRI framework measuring water T<sub>1</sub>, water T<sub>2</sub>, and fat signal fraction. The sequence acquires four water and fat contrasts, some preceded by inversion or T<sub>2</sub>-preparation pulses, with a two-echo readout for Dixon fat-water separation. Dictionary matching is then applied separately to the water and fat signals to provide water T<sub>1</sub>, water T<sub>2</sub>, and T<sub>1</sub>-corrected fat signal fraction estimates. The data here comprises the acquired water and fat contrasts, as well as the resulting maps, for ten healthy subjects. More details can be found in the accompanying paper.
DOI: 10.6084/m9.figshare.26347297.v2
title: Gene Co-expression Network (TEA-GCN) of<i> </i><i>Homo sapiens</i>

description: Gene Co-expression Network using the TEA-GCN algorithm. The network is organized into source genes (files) in the directory. Each file lists the co-expression strength (MR column) of the source gene against every other gene in the network (target genes).
DOI: 10.6084/m9.figshare.7886582.v1
title: Data from "Synchrony matters more than species richness in plant community stability at a global scale"

description: Data from "Valencia, E., de Bello, F., Galland, T., et al. Synchrony matters more than species richness in plant community stability at a global scale PNAS.doi: 10.1073/pnas.1920405117"<br>There are two spreadsheets with data. The spreadsheet "Data" contains the raw data. The spreadsheet "Metadata" contains the associated metadata, where a description of all the variables and units can be found. All the methodological details can be found in the article.
DOI: 10.6084/m9.figshare.19195332.v1
title: R script from Facial asymmetry tracks genetic diversity among <i>Gorilla</i> subspecies

description: This includes all code to replicate analyses in R
DOI: 10.17632/4n23zp92b5
title: The dataset of e-nose on beef quality monitoring under an uncontrolled environment

description: This dataset is electronic nose signals for beef quality monitoring which labeled for two classes (fresh and spoiled), three classes (fresh, semi-fresh, and spoiled), four classes (excellent, good, acceptable, and spoiled), and continuous labels for regression analysis. In this experiment, the standard of beef quality refers to meat standard issued by Agricultural and Resource Management Council of Australia and New Zealand (CSIRO Food and Nutritional Sciences, 2003). The experiment was performed in the uncontrolled environment using 7 MOS gas sensors. The dataset is divided into training and testing (50%-50%). The explanation of each sheet as follows: Two classes: 1. molen_2class_testing_dwt 2. molen_2class_testing_raw 3. molen_2class_training_dwt 4. molen_2class_training_raw Three classes: 5. molen_3class_testing_dwt 6. molen_3class_testing_raw 7. molen_3class_training_dwt 8. molen_3class_training_raw Four classes: 9. molen_4class_testing_dwt 10. molen_4class_testing_raw 11. molen_4class_training_dwt 12. molen_4class_training_raw Regression: 13. molen_regression_testing_dwt 14. molen_regression_testing_raw 15. molen_regression_training_dwt 16. molen_regression_training_raw “training” and “testing” parts imply data training and data testing, respectively.“The prefix “raw” and “dwt” denote raw and reconstructed signals, respectively. The reconstructed signals use fine-tuned discrete wavelet transform based on Information Quality Ratio (IQR) (Wijaya et al., 2016).
DOI: 10.17632/hfby3ggmjr
title: EVOLUTION OF DETECTIVE FICTION IN BENGALI LITERATURE: FROM MYSTERY TO MASTERY

description: Abstract:
Mystery, a perennially captivating subject, has deeply influenced Bengali literature through the evolution of detective fiction. From its origins in Western literature to its adaptation and growth in Bengal, this genre has intrigued readers with its tales of crime, investigation, and intellect. This article traces the development of Bengali detective fiction, highlighting key authors, influences, and iconic characters that have shaped its narrative landscape.
Keywords : Bengali Detective Fiction, Mystery Literature, Foreign Influences, Iconic Characters, Narrative Evolution.
Introduction:
The fascination with mystery transcends cultures and has left an indelible mark on Bengali literature. This genre's journey in Bengal began with inspiration from Western detective stories, leading to the creation of unique narratives that reflect local contexts and cultural nuances. From early influences like Edgar Allan Poe to the emergence of iconic Bengali detectives such as Byomkesh Bakshi and Feluda, this article explores how foreign influences melded with indigenous storytelling traditions to create a distinct literary genre.
DOI: 10.17632/nfnwnv3djk
title: Data for: The influence of temperature cycling and pore fluid on tensile strength of chalk

description: This database contains experimental results performed on two different types of chalk investigating the effect of temperature cycling.