cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.25939312.v1
title: Glucdict - Wearable Sensors and CGM

description: The Glucdict dataset consists on three types of data which arrive from three different sources:\<br>(1) blood glucose measurements from a Continuous Glucose Monitoring device.\<br>(2) a smartwatch device and its sensors’ measurements, which include heart rate, step detector and some motion sensors.\<br>(3) user activities, such as eating or drinking, which the user documents manually using a dedicated app installed on their smartphone.The dataset included 12 participants along 10 days. They were asked to wear the ”Mobvoi TicWatch Pro 2020” smartwatch on their right hand, the DEXCOM G6 CGM device, and their android smartphone.\<br>In addition, the activity types and duration were manually recorded by the participants each time they ate or drank using the ”GlucoDataSaver” app. The described experiment was approved by Human Subjects Research Committee of Ben-Gurion University.The recruitment period for this study spanned from October 26, 165 2021, to February 7, 2022. Each participant signed a consent document for the experiment which described the course of the experiment and its purpose.The participants were mostly students – 9 of 12, with age range between 22 and 63. The weight range was between 53 and 87 kg. The height range in centimeters was between 162 and 185. The gender distribution was 5 females and 7 males. One of the participants was a T1D.The dataset structured in the following way:<b>Sensor IDs mapping:</b>ACCELEROMETER = 1STEP_COUNTER = 19GYROSCOPE = 4MAGNETIC_FIELD = 2GRAVITY = 9LINEAR_ACCELERATION = 10ROTATION_VECTOR = 11EARTH_ACC = 99HEART_RATE = 21STEP_DETECTOR = 18<b>There is a folder for each user (User1, ..., User12):</b>Each user has 3 folders:<b>Glucose</b>: contains a csv file with 5 columns - index, timestamp, glucose value(mg/dL), transmitter and transmitter ID. Each row represents a glucose measurement (every 5 minutes).<b>Phone</b>: contains two folders - Activities and Sensors.Activities: contains csv files with manually recorded activities - mostly eat and drink and their timestamps.Sensors: contains csv files with the sensors data - each row consists a sensor ID, timestamp and values.<b>Watch</b>: contains csv files with the sensors data - same format as the phone's sensors.
DOI: 10.6084/m9.figshare.5371396.v3
title: ASaiM workflow to analyze raw metagenomic sequences

description: The main workflow of ASaiM, an open-source opinionated Galaxy-based framework for microbiota analysis.This workflow takes as input a dataset of raw shotgun sequences (in FastQ format) from microbiota, preprocess it (yellow boxes), extracts taxonomic (red boxes) and functional (purple boxes) assignations and combines them (green boxes).
DOI: 10.17632/3bph6j8ggj
title: Development and Validation of the Social Skills Scale for Adolescent Students (SSS-A)

description: The data was collected for developing and validating social skills scale for adolescents. The participants of this study were 1011 (511 secondary and 500 senior secondary) school students aged 13–17 years. The sample included 528 male and 483 female students. These students were from nine schools (5 private and 4 public) of Uttar Pradesh state of India, selected by cluster sampling technique. Initially, the scale was administered to 1050 students, but 39 students were excluded due to missing values on more than five items. To collect the data, the researchers contacted administrators of various schools and requested for permission to collect the data. The participation of the students was voluntary, and students were assured of the confidentiality of their responses. The data was collected during school hours.
DOI: 10.17632/7p2gvmr8dk
title: Carer burden and burnout in relation to behavioral and emotional problems in children’s homes.

description: Introduction: Carers in children’s homes encounter challenges in dealing with the children’s behavioural and emotional problems. This may lead to burden and burnout among carers. Aim: The objectives of this study were to investigate the correlation between burden and burnout among carers in selected children’s homes with the children’s behavioural and emotional problems. Method: This was a comparative cross-sectional study among three governments’ (40 carers) and 11 private children’s homes (40 carers) in Kuala Lumpur, Selangor and Pahang. Assessments were carried out using the Maslach Burnout Inventory- General Survey (MBI-GS), Zarit Burden Interview (ZBI) for the carers and Strength and Difficulties Questionnaire (SDQ) for the children.  Result: Carers at both types of homes showed high levels of burnout. Majority of the carers from both types of homes had a mild to moderate burden of 52.5% and 47.5% respectively. Children at government homes had more behavioural problems. The carers at government homes showed significant association but a low correlation of cynicism with total difficulties, exhaustion and cynicism with conduct problems. Carers at private homes showed significant association but a low correlation of decreased sense of personal efficacy with total difficulties, conduct problems and exhaustion with low prosocial behaviour. There was significant association but a low correlation of burden with total difficulties and emotional problems in private homes. Simple logistic regression on association of children’s behavioral and emotional problems with carer’s burden and burnout did not reveal significant findings. Conclusion: Carer’s burden and burnout levels were high in children’s homes even though they were not significantly contributed by the children’s behavioural and emotional problems.
DOI: 10.6084/m9.figshare.1327537.v1
title: Tetrapod Skull Adjacency Matrices

description: Adjacency matrices for 44 skulls of vertebrates. See: <strong>Esteve-Altava B</strong>, Marugán-Lobón J, Botella H, Rasskin-Gutman D. 2013. Structural constraints in the evolution of the tetrapod skull complexity: Williston’s Law revisited using network models. Evolutionary Biology 40: 209-219. DOI: 10.1007/s11692-012-9200-9
DOI: 10.6084/m9.figshare.28440854.v1
title: Niche dynamics of marine invaders

description: The data and R code used to generate the results and the figures in the paper, with a focus on niche dynamics of marine invaders.
DOI: 10.6084/m9.figshare.7442915.v13
title: A global database of plant production and carbon exchange from global change manipulative experiments

description: 1. Database used in the article entitled "A meta-analysis of 1,119 manipulative experiments on terrestrial carbon-cycling responses to global change", which is published in Nature Ecology & Evolution.<br>2. A updated version of the original dataset used in our Nature Ecology & Evolution paper.
DOI: 10.17632/r3m5x4hgw9
title: Data for The Non-linear ESG Premium

description: The is the replication code for the paper The Non-linear ESG Premium
DOI: 10.6084/m9.figshare.24564370.v2
title: Dataset used for Code Smell Detection using ML and Ensemble Learning

description: This is an online appendix for the dataset constructed and used in my research paper. It also includes the results from my paper, featuring performance measures from machine learning and ensemble learning models.
DOI: 10.17632/dsn9kggdpx
title: SpinalJ_example_data_raw(1/6)

description: Example dataset of mouse spinal cord sections for processing, reconstruction and atlas registration using SpinalJ (Fiederling et al., 2021; ; https://www.biorxiv.org/content/10.1101/2021.05.06.443008v1). Files include part 1 of raw image data used to generate data provided in SpinalJ_example_dataset_processed.
DOI: 10.6084/m9.figshare.12597926.v4
title: Continuing Current Data

description: `Figure2_video_efield_cc_durations.xlsx` contains the dataset consisting of 50 current durations estimated from high speed video and HAMMA electric field waveforms used to create Figure 2. Provided are the dates of each high speed video, CG stroke times in UTC, estimated luminosity duration from the high speed video in milliseconds, estimated current duration from the HAMMA waveform in milliseconds, and the approximate distance between the CG stroke and the closest HAMMA sensor available in kilometers. <br>`Section3_ic_leader_cg_stroke.xlsx` contains the 366 manually classified CG strokes and IC leaders used to train and test the logistic regression model. Provided are the CG stroke/IC leader dates, CG stroke/initial IC leader times in UTC, estimated current durations for CG strokes from the HAMMA waveform in milliseconds, and the manually classified flash type (where C = intracloud and G = cloud-to-ground).<br>`TableS4.xslx` contains the Table S4 from the Supporting Information to the main manuscript.
DOI: 10.6084/m9.figshare.5786667.v1
title: Simulated data and experimental data.xls

description: The spectra of the SF6 which measured by FTIR spectrometer with real background spectra.And the ruslts of the baseline correction methods for the simulated and experimental data are showed in the dataset.
DOI: 10.17632/trvzsszcjk
title: Kill Site Database: a unified dataset on human-megafauna interactions across time and space

description: The database presented in this data article is related to the paper “Megafauna kill sites in South America: a critical review” [1]. It includes a list of 134 publications on human-megafauna interaction, with 69 archaeological sites showing human-megafauna interaction. From these sites, 44 present a minimum human-megafauna association, from which up to 17 megafauna kill sites were classified, with up to 15 exploited extinct megafauna taxa. It also provides a list of current taxonomic classifications of extinct megafauna that humans have exploited according to empirical evidence presented in the related paper. The megafauna kill sites were classified based on five restrictive criteria according to Grayson and Meltzer’s (2015, 2002), Borrero’s (2009) and Mothé et al.’s (2020) protocol. The kill sites database reflects the empirical evidence on megafauna exploitation by humans available in scientific literature, and is useful to understand the human-megafauna interactions in the late Quaternary. Finally, we also provide our online repository (www.killsitedatabase.com), an initiative to unify the evidence on megafauna kill sites (and their related data) worldwide, starting in South America.
DOI: 10.6084/m9.figshare.23761437.v1
title: Supplementary Material for: Predicting survival of patients with nonmetastatic breast cancer based on fibrinogen-to-albumin ratio and lymphocyte-to-monocyte ratio: A nomogram-based assessment

description: Background: Parameters of systemic inflammation have received attention as prognostic surrogates in various malignant tumors. Fibrinogen-to-albumin ratio (FAR) and lymphocyte-to-monocyte ratio (LMR) correlate with tumor growth and dissemination. We aimed to bring the combination of FAR and LMR (FAR-LMR) together to establish novel nomograms for survival and recurrence in nonmetastatic breast cancer patients. Methods: We retrospectively recruited 461 female patients with nonmetastatic breast cancer from January 2011 to December 2013 in our hospital and randomly assigned them into the training cohort (N=318) and the validation cohort (N=143). The potential predictive factors for overall survival (OS), locoregional recurrence-free survival (LRFS), and distant metastasis-free survival (DMFS) were assessed by Cox proportional hazards models and log-rank test. Results: Elevated FAR was associated with poor OS (P &lt; 0.001) and DMFS (P = 0.02), whereas increased LMR was associated with satisfactory OS (P = 0.01) and LRFS (P = 0.03). High FAR combined with low LMR was associated with less favorable OS (P = 0.001), LRFS (P = 0.005), and DMFS (P = 0.003) Based on multivariate analysis, FAR-LMR, tumor size, lymph node metastasis, age and pathologic status contributed to prognostic nomograms of OS, DMFS and LRFS. Nomograms presented exceptional performance for 3-, 5- and 8-year OS, DMFS and LRFS prediction compared with clinical TNM stage. The C-index was significantly higher than that of TNM stage, either of FAR or LMR (3-year: 0.709 vs 0.621 vs 0.544 vs 0.641, 5-year: 0.761 vs 0.597 vs 0.605 vs 0.677, 8-year: 0.84 vs 0.62 vs 0.539 vs 0.623). Conclusions: We developed and validated a convenient predictive model for the survival outcomes in patients with nonmetastatic breast cancer. The nomograms can be utilized as auxiliary tools to provide prognostic information.
DOI: 10.6084/m9.figshare.28210658.v1
title: Plant evolutionary history is largely underrepresented in European seed banks

description: Data and phylogenetic trees used to conduct the phylogenetic assessment of European conservation seed bank collections.
DOI: 10.6084/m9.figshare.28778282.v6
title: Datasets and Figures for Adjektiva Superlatif pada Bahasa Jawa Banyumasan

description: This is the data repository for an undergraduate thesis and a paper entitled <b>Adjektiva Superlatif pada Bahasa Jawa Banyumasan</b>. If you use the data and figures in this repository for your research, please cite this work as follows:Darmawan, Muhamad Rizki; Widhyasmaramurti (2025). Datasets and Figures for Adjektiva Superlatif pada Bahasa Jawa Banyumasan. figshare. Dataset. https://doi.org/10.6084/m9.figshare.28778282.v5
DOI: 10.17632/yc6gb68v7d
title: Prevalence and risk factors of high blood pressure among persons assessed for TB at three health facilities in Lusaka, Zambia. (dataset)

description: This study set out to describe the prevalence of a high blood pressure (HBP) and identify factors associated with high BP among persons with presumed and diagnosed TB patients in a high TB burden setting. We collected anthropometrics and vital signs measured which included blood pressure (BP), temperature, pulse rate, weight, and height from enrolled participants aged at least 18years at 3 primary healthcare facilities. Participants all had at least one baseline BP reading done at study enrolment with repeat BP measurements done after 15 to 30 minutes for participants who had a high initial reading and the lower of the two was recorded. We defined a high BP reading as any systolic ≥ 140mmHg and/or diastolic ≥ 90mmHg. In addition to a detailed clinical history and physical examination, we also collected sociodemographic characteristics at baseline which included age, sex, HIV status, prior TB, prior Covid-19, tobacco use, and alcohol use. In the analysis we conducted descriptive statistics to summarise participant demographic and clinical characteristics and logistical regression analysis to identify factors associated with HBP.
We found that over 1 in 4 persons assessed for TB had HBP on initial reading. Higher BMI, alcohol use and older age were associated with increased HBP prevalence. 
This finding suggests that there is a missed opportunity to identify and manage high BP among health facilities attendees being screened for tuberculosis and therefore supports the need to strengthen integration of active NCD screening within TB services for early and enhanced patient care.
DOI: 10.6084/m9.figshare.14931555.v5
title: LIVECell

description: Light microscopy is a cheap, accessible, non-invasive modality that when combined with well-established protocols of two-dimensional cell culture facilitates high-throughput quantitative imaging to study biological phenomena. Accurate segmentation of individual cells enables exploration of complex biological questions, but this requires sophisticated imaging processing pipelines due to the low contrast and high object density. <br><br>Deep learning-based methods are considered state-of-the-art for most computer vision problems but require vast amounts of annotated data, for which there is no suitable resource available in the field of label-free cellular imaging. <br><br>To address this gap we present LIVECell, a high-quality, manually annotated and expert-validated dataset that is the largest of its kind to date, consisting of over 1.6 million cells from a diverse set of cell morphologies and culture densities. To further demonstrate its utility, we provide convolutional neural network-based models trained and evaluated on LIVECell.
DOI: 10.6084/m9.figshare.4235357.v4
title: data

description: This repository contains all data related to the manuscript PCOMPBIOL-D-16-00687 entitled "Inferring epidemiological parameters from phylogenies using regression-ABC: a comparative study".
DOI: 10.17632/89ffrjmd3m
title: Food and physical activity built environments. A database from the Southern Cone of Latin America

description: An obesogenic (obesity-promoting) environment is one that promotes higher dietary energy intakes and sedentary behaviors, while limiting opportunities or incentives for active living (including active transport and leisure-time physical activity). Built environments influence obesity through both food and physical activity pathways, and may contribute to the social gradient in obesity and related-NCD outcomes. This dataset contains information about food and physical activity attributes of the built environment from four cities of the Southern Cone of Latin America: Marcos Paz and Bariloche (Argentina), Temuco (Chile) and Canelones-Barros Blancos (Uruguay). Standardized community walks in representative neighborhoods were conducted for direct observation of the built environment in each city . The adapted instruments based on the following observation tools were used: EPOCH-1 to assess the streets, sidewalks and surrounding; POS to characterize the public open spaces; and NEMS-S to evaluate the food stores and restaurants. Published files: - Metadata, contains descriptive information of each file - Protocol - CRFs - Dataset (format csv) - Data dictionary
DOI: 10.17632/pfrs89gbk2
title: Dataset for: Demographic, Ecological, and Social Predictors of Quality of Life among Parents of Autistic Children: A Multi-center Cross-sectional Study

description: Autism is one of the most common neurodevelopmental conditions worldwide, impacting roughly 1 in 36 children, as per the latest estimates from the Centers for Disease Control and Prevention (CDC). Autism is associated with lifelong challenges, leading to significant social, educational, and psychological impacts for both the children and their families. Yet, in Iraq, there exists a critical lack of research on this condition to the extent that no official estimate of its prevalence has been reported. This gap severely hinders the ability to provide adequate healthcare and support systems for these children and their families.

To address this gap, the International Branch of Tehran University for Medical Sciences and Al-Subtain Academy for Autism and Neurodevelopmental Disorders have conducted nine studies as a part of a research collaboration titled “Epidemiological, Clinical, and Psychosocial Aspects of Iraqi Children with Autism”.

As a part of this collaboration, we showed that psychosocial quality of life is generally lower than physical quality of life for parents of autistic children, highlighting the nature of the majority of challenges associated with providing care for these children. Using multiple linear regression analysis, lower quality of life was demonstrated among mothers, younger parents, those with female children, and those whose children had other comorbid conditions.

Our results can be used to improve the allocation of support, including interventions aimed at enhancing family functioning, to parents who truly need it.
DOI: 10.6084/m9.figshare.14997816.v1
title: Pose tracking Data

description: the 2D pixel coordinate of body joints during walking extracted using the three pose tracking libraries
DOI: 10.6084/m9.figshare.28195256.v1
title: Changxing dataset

description: High-resolution DEMs with a 5-m accuracy provided by the Zhejiang Provincial Surveying and Mapping Data Archives, was used to extract slope, aspect, curvature, elevation, and contours. Contours were generated using the contour tool in the ArcGIS platform. The rainfall data were sourced from statistical data from Zhejiang Provincial rainfall gauge stations, covering the rainfall data from 22 rainfall stations in Changxing for the period of 2000-2020.
DOI: 10.6084/m9.figshare.28266536.v1
title: Next-generation targeted exome sequencing of patient derived xenograft

description: Data presented in Figure 8c in <b>Investigative needle core biopsies support multimodal deep-data generation in glioblastoma</b> by Nathalie Y.R. Agar et al.
DOI: 10.15468/dl.8r4335
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 ((27.0623 31.9334,26.9648 31.9498,26.9648 28.8496,35.2246 28.8496,35.4082 29.442,34.5107 31.7446,34.2089 31.83,33.6449 31.6171,32.7153 31.5989,32.1134 31.9914,31.0159 32.1003,30.233 31.9935,29.1426 31.3343,27.0623 31.9334))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013122-250525065834625/datasets/export for details.
DOI: 10.17632/yrz35m9kcc
title: Identification of overall wear state of TBM cutterhead

description: Data consists of real-time monitoring data about the tunneling parameters from Shenzhen Metro Line 14. The data set also consists of the cutter wear measurement obtained from opening of the chamber and source code for the calculation of the wear identification indicator using the wavelet decomposition.
DOI: 10.6084/m9.figshare.13363448.v2
title: Supplementary Table S1

description: This supplementart table to the article 'Convergences and divergences in operationalizing the health-related indicators of the 2030 agenda for sustainable development' (Silveira et al.) aims at clarifying the convergences and divergences in the operationalization of the health-related SDG indicators according to five key global institutions: the World Health Organization (WHO), the World Bank (WB), the Pan American Health Organization (PAHO), the Global Board of Disease (GBD), and the Sustainable Development Solutions Network (SDSN). The compiled list of health-related indicators goes beyond those in SDG 3 – “Ensuring a healthy life and promoting well-being at all ages” – and its 13 targets and 27 indicators – to encompass a total of 60 indicators (in 38 targets and 8 goals) that these institutions associate with health. The analysis spans the themes covered and metrics of the indicators presented both in the institutions’ lists and online platforms, confronting their choices with the official SDG indicators and the operationalized indicators in the official dissemination platform (UNDESA). Understanding where the views of these institutions diverge and converge lend important insights for the strategic organization of the international community for the achievement of the 2030 Agenda’s health targets.
DOI: 10.6084/m9.figshare.28561958.v2
title: A Hyperbolic Discrete Diffusion 3D RNA Inverse Folding Model for functional RNA design

description: Datasets and supplementary information of the manuscript.
DOI: 10.6084/m9.figshare.6007637.v1
title: Energy dataset of IIITD

description: This dataset contains energy consumption data of seven buildings of an academic institue campus at an aggregate building's level. Please open Readme file to know dataset details.
DOI: 10.17632/smrdr2s4cv
title: Data for: The possible low-energy isomers of OHn(H2O)4 (n=0, ±1) via particle swarm optimization algorithm: ab initio study

description: The outcomes and input of Gaussian 09
DOI: 10.6084/m9.figshare.12751415.v1
title: Gene matrix for all types of cervical cancer.txt

description: Gene matrix for all types of cervical cancer.txt