cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.5372782.v1
title: LATEMO: A film database to eliciting discrete emotions and evaluating emotional dimensions for Latin-Americans

description: We developed two studies to construct LATEMO, an emotion-eliciting film database in Latin Spanish language. In study 1, we identified 70 film clips suggested by film experts and then 147 female and male evaluated them according to capacity to induct seven discrete emotional states: disgust, amusement, anger, fear, neutral, tenderness and sadness. Based on pre-defined cut-off values, in study 2, we select the 28 best films-clips (four film-clips for each emotional category) and then 106 participants evaluated them according to dimensional (valence and arousal) and discreteness (intensity, certainty, and control) indexes of emotion with a post-emotion eliciting questionnaire, generated for this purpose. We obtained an optimal audio-visual tool in Latin Spanish language to study emotions experimentally and to explore cognition-emotion interactions.
DOI: 10.25452/figshare.plus.22285084.v1
title: Eye movement directory

description: <b>Directory content</b>: This directory contains 20 .CSV files including 187 parameters related to eye movements (recorded at 120 Hz) and cameras calibrations for each driver (ID_Number_EyeMovementSignals). From the original 21 files, due to log system failures during the recording session, data from one driver (driver ID #69) are missing. All files were pre-processed in two steps to ensure the correct sampling rate: we (i) removed lines with timestamps repetitions, and (ii) resampled to 120 Hz using regularly spaced and linear interpolation. This directory also includes a .CSV file reporting data description (Legend_DataEyeMovement) and a .SEW file (3DWorldModelDescription; readable as .txt file) reporting the 3D World Model definition.<b>Method and instrument</b>: We collected drivers’ eye movements through the Smart Eye PRO system remote eye tracker (120 Hz; v9.0; Smart Eye AB, Gothenburg, Sweden). The device consists of four IR cameras (2 central cameras [12 mm lens] and 2 lateral cameras [8 mm lens]) placed at ∼ 115 cm of distance from the driver’s face (angled from below ∼ 45°), covering a total field view of ∼ 180°. Multiple sources of IR lights (three for each lateral camera) were employed to enhance the driver’s face contrast. For each driver, we adjusted the system (camera’s direction, brightness [aperture], and focus) and we then performed a 12-point gaze calibration.
DOI: 10.6084/m9.figshare.25320592.v1
title: C1-cycling MAGs from Slate River, CO

description: Metagenome-assembled genomes (MAGs) assembled from riparian floodplain sediment (30 to 150 cm below surface height) for C1-cycling microorganisms discussed in the paper<b> Diverse and unconventional methanogens, methanotrophs, and methylotrophs in metagenome-assembled genomes from subsurface sediments of the Slate River floodplain, Crested Butte, CO USA</b>
DOI: 10.6084/m9.figshare.27429312.v1
title: Supplementary Material for: Gut microbiome in impulsively violent female convicts

description: Introduction
Impulsivity and aggression are often interlinked behavioral traits that have major implications for our society. Therefore, the study of this phenomenon and derivative interventions that could lead to better control of impulsive aggression are of interest.
Methods 
We analyzed the composition and diversity of the gut bacterial microbiome of 33 impulsively violent female convicts with dissocial personality disorder and 20 non-impulsive age-matched women. Further, levels of assorted neurotransmitters and short-chain fatty acids (SCFA) were analyzed in serum and stool samples. We also assessed all participants using a battery of psychological questionnaires and tested possible correlations between the collected clinical data and the composition and diversity of their microbiomes and metabolites.
Results
We identified four bacterial amplicon sequencing variants that were differentially abundant in non-impulsive vs. impulsive women – the genera Bacteroides, Barnesiella, and the order Rhodospirillales were more abundant in impulsive women. In contrast, the genus Catenisphaera was more abundant in non-impulsive women. Fecal tryptophan levels were significantly higher in impulsive women. Association analysis revealed a strong positive intercorrelation between most fecal short-chain fatty acids in the entire dataset. 
Conclusions 
Our study demonstrated possible associations between gut microbiomes and their metabolites and impulsive behavior in a unique cohort of prisoners convicted of violent assaults and a matched group of non-impulsive women from the same prison. Genus Bacteroides, which was differentially abundant in the two groups, encoded enzymes that affect serotonin pathways and could contribute to this maladaptive behavior. Similarly, increased fecal tryptophan levels in impulsive individuals could affect neuronal circuits in the brain.
DOI: 10.6084/m9.figshare.4300043.v8
title: Urai AE, Braun A, Donner THD. (2017) Pupil-linked arousal is driven by decision uncertainty and alters serial choice bias. Nature Communications, 8: 14637.

description: This is the data to replicate all analyses from Urai AE, Braun A, Donner THD. (2017) Pupil-linked arousal is driven by decision uncertainty and alters serial choice bias. Nature Communications, 8: 14637.<br>See https://github.com/anne-urai/pupilUncertainty for the analysis code, including detailed instructions for replicating the figures from the manuscript.
DOI: 10.6084/m9.figshare.7679948.v1
title: Genome of Xenoturbella bocki

description: A denovo draft assembly of the genome of Pseudaphanostoma variabilis. <br>Assembled with Soapdenovo2. Assembled sequence file is .scafSeq. <br>Sequence length cutoff used was 100bp. The .scaf.Statistics files contain statistics of the assembly. <br>The .CDS2 and peptide2 files are predicitions of coding nucleotides and peptides. <br>May contain environmental and endosymbiontic contaminants.<br>Links to NCBI SRA Bioproject PRJNA517079 for raw reads
DOI: 10.6084/m9.figshare.8124062.v1
title: Effect of normal ageing on MDOR task performance

description: Latency and error rate data for older (N=22; mean age 61.5y) and younger participants (N=39; 22.1y) performing the MDOR task.
DOI: 10.17632/52226fz784
title: Image dataset of benthic foraminifera taxa from Denmark Strait sediments on the northwestern Iceland slope (North Atlantic Ocean)

description: Image dataset of benthic foraminifera taxa from Denmark Strait sediments on the northwestern Iceland slope (North Atlantic Ocean)
DOI: 10.17632/w6h8fmm9g5
title: Population, density, GDP, and census travel to work attributes of Indian cities

description: The spreadsheet consists of multiple attributes of case study cities.
DOI: 10.6084/m9.figshare.28738244.v48
title: Logic innovation

description: Logic innovation 9-pdf
DOI: 10.6084/m9.figshare.29064044.v1
title: Data Base for reliability and validity of the<b> </b>Liga MX football.

description: Database to compare the external load between two different systems used by Liga MX (Wimu-GPS vs Golstats)
DOI: 10.17632/9y6tzg9pj5
title: Understanding Learning Style Preferences of Zillennial Junior Doctors in Singapore

description: This manuscript investigates the learning styles of junior doctors in Singapore and proposes tailored teaching methods based on Grasha's Integrated Model.
DOI: 10.23645/epacomptox.6062515.v5
title: ReadMe File for ToxCast and Tox21 Data Spreadsheet

description: ReadMe file providing guidance for the ToxCast and Tox21 data spreadsheet.
DOI: 10.25420/britishmuseum.15073305.v3
title: 2019SG02-0000 Project metadata

description: Metadata spreadsheet with all the metadata information for the assets uploaded in project 2019SG02 following the Material Culture Ethnography Metadata Schema (MCEMS), which was developed for the Endangered Material Knowledge Programme (EMKP). MCEMS is intended to record the metadata for digital objects that were created as part of ethnographic research recording material culture, living heritage, cultural practices, and different forms of knowledge. Its aim is to aid the preservation of ethnography-specific information, facilitate archiving for future re-use and accessibility, and increase the online findability and presence of ethnographic data and research.
DOI: 10.6084/m9.figshare.14524716.v1
title: Additional file 1 of Dichloroacetate and PX-478 exhibit strong synergistic effects in a various number of cancer cell lines

description: Additional file 1. Includes data of: Combination experiments with DCA and PX-478, flow cytometric analysis, HPLC analysis, Western blot analysis and Seahorse analysis.
DOI: 10.6084/m9.figshare.20290692.v1
title: college depression

description: college student depression
DOI: 10.6084/m9.figshare.25270087.v1
title: Xenos peckii De novo Genome Assembly

description: Xenos peckii de novo genome assembly uploaded to NCBI. Waiting on the queue for processing. Data will be released upon publication
DOI: 10.6084/m9.figshare.25877353.v2
title: Physiological stress responses in horses participating in novice endurance rides

description: Overall HRV during the entire ride of horses that completed the course successfully VS disqualified for irregular gait
DOI: 10.6084/m9.figshare.26714647.v1
title: Additional file 4 of Quantifying reciprocal relationships between poverty and health: combining a causal loop diagram with longitudinal structural equation modelling

description: Supplementary Material 4.
DOI: 10.6084/m9.figshare.28041110.v2
title: <b>Exploring blood diagnostic markers for diabetic nephropathy through metabolomics and machine learning</b>

description: <b>Introduction</b> Diabetic nephropathy (DN) is a specific complication of diabetes accompanied, posing a significant challenge to global public health. However, there are still many deficiencies in clinical detection. In this article, we aimed to identify potential biomarkers and explore the mechanisms underlying diabetic nephropathy (DN) by metabolomics studies and machine learning algorithms.<b>Methods</b> In this study, blood samples were collected from patients with type 2 diabetes mellitus as well as healthy subjects, and the changes in plasma metabolic profiles were investigated based on the LC-MS/MS technique and the machine-learning approach.<b>Results</b>Metabolomics analysis showed that metabolites changed in DN patients at different stages, and pathway enrichment analysis indicated that such changes were mainly in pyrimidine metabolism, fructose and mannose metabolism, and steroid hormone biosynthesis. Combined with machine learning analysis, a total of three potential biomarkers were screened and identified, includingsorbitol, adipic acid and N-Ribosylhistidine, which were all closely associated with urinary albumin creatinine ratio (UACR) and serum creatinine (SCr). Meanwhile, multiple reaction monitoring (MRM) analysis verified the expression level of the candidate marker sorbitol, which was elevated in patients with DN.<b>Conclusion</b> This study identified three candidate biomarkers and investigated the pathogenesis of DN, offering novel insights into its diagnosis and prevention.
DOI: 10.6084/m9.figshare.5241853.v1
title: Erratum: Efficacy Management of Urolithiasis: Flexible Ureteroscopy versus Extracorporeal Shockwave Lithotripsy

description: <b><i>Objectives:</i></b> To evaluate the efficacy of flexible ureterscopy (fURS) and extracorporal shockwave lithotripsy (SWL) in the treatment of urolithiasis, complemented by a subgroup analysis of lower pole calyx. <b><i>Methods:</i></b> Retrospective analysis of patients treated by fURS or SWL was performed by independent variables such as gender, age, nephrolith size, double-J stent (DJ stent) and stone localisation. <b><i>Results:</i></b> Out of 326 patients, 165 were treated by SWL and 161 by fURS. Complete stone removal was achieved by fURS in 83.2% and by SWL in 43.0% (p &lt; 0.001). Asymptomatic behaviour (88-89%) and complication rate (10-11%) were nearly the same in both methods. A higher retreatment rate for SWL was necessary; otherwise, an auxillary DJ stent was performed more often preoperative before fURS. The subgroup analysis of lower pole calyx confirmed these evaluations. <b><i>Conclusions:</i></b> Complete stone-free removal was almost 8 times higher after fURS compared to SWL. The efficacy of fURS in treatment of urolithiasis is substantially higher than the efficacy of SWL.
DOI: 10.17632/bv2txzmfrw
title: Impact of clinical postings on Emotional Intelligence of Physiotherapy students an online survey study

description: Emotional intelligence (EI) is the capacity to pay attention to one's own and other people's feelings and emotions, to recognise differences between them, and to utilise this knowledge to inform one's decisions and behaviour. Emotional intelligence is a set of non-cognitive abilities, competencies, and skills that affect how well one is able to deal with the demands and stresses of their environment and clinical postings are where students put what they have learned in theory into practise under the guidance of mentors and the appropriate teachers. The practise and improvement of theory, evaluation, and intervention skills learned in the classroom with real patients while being supervised by seasoned professionals occurs in a nexus for healthcare students.
DOI: 10.17632/jr5n4prgfv
title: Dataset of Insomniac and normal people

description: Insomnia is not just limited to sleeping problems. More than often this is recognized as a risk factor of other diseases. It is often treated as a pre symptom of cardiovascular disease. So in order to early detection of this disorder we have conducted a research study. And this particular dataset was collected based on real insomniac patients. The dataset contains both normal and insomniac's data. Where Insomniac's are marked as 1 and normal people are marked as 0 in the disorder column. It contains Name of the patients, Total sleep time of them, Satisfaction of sleep, Late night sleep, Waking up frequently, sleep at daytime, Drowsiness, Problem duration, Recent psychological attack, afraid of getting asleep and finally Disorder status column.
DOI: 10.6084/m9.figshare.11266361.v1
title: Prediction of restrained shrinkage crack width of slag mortar composites using data mining techniques

description: ABSTRACT The purpose of this study is to develop data mining models to predict restrained shrinkage crack widths of slag mortar cementitious composites. A database published by BILIR et al. [1] was used to develop these models. As a modelling tool R environment was used to apply these data mining (DM) techniques. Several algorithms were tested and analyzed using all the combinations of the input parameters. It was concluded that using one or three input parameters the artificial neural networks (ANN) models have the best performance. Nevertheless, the best forecasting capacity was obtained with the support vector machines (SVM) model using only two input parameters. Furthermore, this model has better predictive capacity than adaptative-network-based fuzzy inference system (ANFIS) model developed by BILIR et al. [1] that uses three input parameters.
DOI: 10.6084/m9.figshare.97106.v3
title: Incubator

description: This is the initial version of the Aquinas incubator. NOTE -- The controller PCB requires undocumented manual patches to enable operation. Working on documenting my changes and will reupload shortly. Files: Controller firmware.zip -- An Arduino sketch and all necessary libraries. Requires Arduino v1 or greater (tested on 1.02). Controller PCB.pdf -- Documentation for controller PCB Controller PCB.step -- 3D model of controller PCB Controller PCB.zip -- Fabrication and assembly outputs for controller PCB Controller body.step - 3D model of controller body
DOI: 10.6084/m9.figshare.22219105.v1
title: Ancient large-scale gene duplications and diversification in bryophytes illuminate the plant terrestrialization.

description: Related to article "Ancient large-scale gene duplications and diversification in bryophytes illuminate the plant terrestrialization."
DOI: 10.6084/m9.figshare.27175539.v1
title: A chromosome-level genome assembly of the cabbage aphid Brevicoryne brassicae

description: The genome sequence files and annotation files of the cabbage aphid Brevicoryne brassicae
DOI: 10.17632/9ryvhgm3d2
title: Data for: IgY-technology (egg yolk antibodies) in human medicine: a review of patents and clinical trials
DOI: 10.17632/nn8cdx2tnn
title: Optimizing treatment approaches for patients with cutaneous melanoma by integrating clinical and pathologic features with the 31-gene expression profile test -- supplemental data

description: Optimizing treatment approaches for patients with cutaneous melanoma by integrating clinical and pathologic features with the 31-gene expression profile test -- supplemental data
DOI: 10.6084/m9.figshare.13271102.v2
title: Subjective fear dataset

description: This dataset includes the visually induced fear signature (VIFS) and the fMRI data from 67 healthy human subjects, which is used to develop the VIFS.The fMRI data is provided in fmri_data object format from the CANlab Core Tools repository for neuroimaging data analysis. See https://canlab.github.io/
DOI: 10.6084/m9.figshare.28319549.v1
title: Data and Python script for research article in CP

description: Feedback is a complex dialogic, sociomaterial practice that is shaped by digital affordances, institutional norms and various contextual factors. Even though it is widely recognised as crucial to academic development, student perspectives on the practice of feedback remain underexplored. This study examines appraisal strategies in social media discourse and academic writing by analysing the use of attitude, engagement and graduation markers in over 5,000 posts and comments on <i>r/college </i>and 100 research articles on feedback. Using a mixed-methods approach that combines advanced statistical modelling and qualitative appraisal analysis, the study identifies prominent register-specific patterns.Students’ reflections and comments are predominantly attitude-driven due to the prolific use of attitude markers and upscaling to engage in joint emotion regulation when processing past feedback experiences. This appraisal strategy encourages affiliative alignment and reflects the interactive and affective nature of online discussions. In contrast, academic writing is characterised by engagement-driven variation, with scholars employing contractive and expansive appraisal resources to negotiate disciplinary interpretations. Educational researchers favour entertain, appreciation and focus markers to evaluate conceptualisations and processes of feedback.The findings confirm the emotional impact of critique and reveal students’ preference for clear, empathetic, actionable feedback, while frustration arises from vagueness, unfairness or excessive criticism. Academics view feedback as a structured, discursive process that should be constructive, evidence-based and compliant with disciplinary norms, recommending transparency, justification and cultural responsiveness. Recognising both standpoints can inform the co-design of more effective feedback practices that combine emotional responsiveness and goal-oriented guidance.
DOI: 10.6084/m9.figshare.28667819.v2
title: outdated version

description: outdated version
DOI: 10.6084/m9.figshare.28846292.v1
title: AscDAMs 2.0 test results in Wenchuan

description: The point cloud map and DEM of Wenchuan County, produced by AscDAMs 2.0
DOI: 10.17632/6j2p5t4xns
title: Novel COL2A1 mutation

description: Avascular necrosis of the femoral head (ANFH) is a debilitating bone disease, characterized by collapse of the femoral head and subsequent loss of hip joint function. Heterozygous mutations in COL2A1 have been identified to cause familial ANFH. Here we report on a large Chinese family with ANFH and a novel heterozygous mutation (c.3517 G&gt;A, p.Gly1173Ser) in exon 50 of COL2A1 in the Gly-X-Y domain. Previously, only five different COL2A1 mutations have been described in patients with familial ANFH. Therefore, our findings provide significant clues to the phenotype-genotype relationships in familial ANFH and may be helpful in clinical diagnosis. Furthermore, these results should assist further studies of the mechanisms underlying collagen diseases.
DOI: 10.17632/c8dbc2kp54
title: Data and syntax for 'Ordered or Scrambled: How the forward sequencing of Multiple Choice questions affects test item scores'

description: Data and syntax for paper Ordered or Scrambled
DOI: 10.17632/cd7vw9cw6m
title: Data for: "Drug Cartels, Oil Rents, and Homicide -- the Case of Mexico"

description: This data constitutes several variables drawn from various official Mexican government websites along with dummy variables coded manually testing the interactions between Los Zetas (a ruthless drug cartel), Oil, & whether or not the state is located in the Northern Region and their interactions with each other along with their respective interactions on homicide levels and its variation throughout Mexico's 32 different states. The data ranges from 2014-2018.
DOI: 10.6084/m9.figshare.12163053.v2
title: GTT-1-protein-207.dcdWW domain trajectories

description: Trajectories of ww domainTrajectories dataTrajectories of WW domain
DOI: 10.6084/m9.figshare.29053280.v1
title: Methylation SRR5836474

description: Differential methylation
DOI: 10.17632/38y7g2fcny
title: Transliteration Sentence Dataset

description: A transliteration sentence is like writing the same words but using different letters that sound the same. It helps people who speak different languages understand each other better. 
This dataset, drawn from 12 varied datasets initially intended for tasks such as sentiment analysis, hate speech detection, social media analysis, and review classification, endeavors to encompass a wide array of linguistic subtleties and fluctuations inherent in real-world language usage. Each data instance was meticulously labeled based on the language of the sentences. From this amalgamation of datasets, we curated a dataset comprising 65,473 instances, comprising 19,859 Bangla, 17,309 Hindi, 17,000 English, and 11,305 Tamil data instances, specifically tailored for transliteration sentence identification.
DOI: 10.6084/m9.figshare.15109488.v1
title: RAW data

description: Raw measurements
DOI: 10.6084/m9.figshare.19606900.v1
title: Test systems details

description: Participation of District Heating Networks in Electricity Markets: An Arbitrage Mechanism
DOI: 10.6084/m9.figshare.21408174.v3
title: Country list for bilateral international migration flow estimates

description: Countries used for estimates of bilateral international migration flows based on methods presented in Abel & Cohen (2019) and Abel & Cohen (2022). <br>The countries in the list correspond to both the estimates in the Figshare collection for the total bilateral international migration flow estimates and the Figshare collection for the sex-specifc bilateral international migration flow estimates.<br>Version DetailsThe countries in the list are for the update of estimates of international migration flows based on the most recent published UN DESA International Migrant Stock (IMS2024) and World Population Prospects (WPP2024) data inputs. <br>Refer to the version history for previous country list files based on older versions of the IMS and WPP data.
DOI: 10.6084/m9.figshare.22333150.v5
title: scCPEP

description: scCPEP