cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.20279286.v2
title: The genome estimation, assemble statistics based on 41-K-mer, assemble statistics based on Illumina and Nanapore sequencing data, BUSCO assessment, GEGMA assessment, Illumina reads coverage, single nucleotide polymorphisms, Repetitive elements, gene function annotations, non-coding RNA prediction, gene families, gene expansion, and gene contraction of a natural diploid kiwifruit (Actinidia chinensis var. deliciosa)

description: Table S1. Genome estimatiion for diploid Actinidia chinensis var. deliciosa; Table S2. Statistics of assembled genome sequences for diploid Actinidia chinensis var. deliciosa based on K-mer=41; Table S3. Statistics of genome of diploid Actinidia chinensis var. deliciosa based on Illumina and Nanapore sequencing data; Table S4. Report of BUSCO resuts for the diploid Actinidia chinensis var. deliciosa genome; Table S5. GEGMA assessment results of diploid Actinidia chinensis var. deliciosa genome; Table S6. Statistics of the Illumina reads coverage in diploid Actinidia chinensis var. deliciosa genome; Table S7. Statistics of the single nucleotide polymorphism of diploid Actinidia chinensis var. deliciosa genome; Table S8. Repetitive elements and their proportions in diploid Actinidia chinensis var. deliciosa genome; Table S9. Statistics of gene function annotations of Actinidia chinensis var. deliciosa genome; Table S10. Statistics of non-coding RNA prediciton for diploid Actinidia chinensis var. deliciosa genome; Table S11. Genes assigned to gene families in diploid Actinidia chinensis var. deliciosa genome; Table S12. Expanded gene familes in GO term; Table S13. Contracted gene families in GO term <br> <br>
DOI: 10.6084/m9.figshare.21632078.v1
title: The design and engineering of a fall detection electronic textile

description: The data found in this folder was used for the publication ‘The design and engineering of a fall and near-fall detection electronic textile’ <strong>https://doi.org/10.3390/ma16051920</strong> The study was conducted in accordance with the Declaration of Helsinki and was approved by the Nottingham Trent University Schools of Art and Design, Arts and Humanities and Architecture, Design and the Built Environment Research Ethics Committee of Nottingham Trent University (protocol code 2022/23-09 (amendment to 2019/20-46) and date of approval 28/09/2022). <br> <strong>File Name: ‘22_10_16_all_participant_data.csv’</strong> contains all the fall, near fall and activities of daily living data for the accelerometer and gyroscope. This data was used for all the analysis shown in the article. <br> <br> <strong>File name: ‘Supplementary figures’</strong> contains the other confusion matrices made that contribute to Table 2 within the article, The activity number references are the same as shown in Supplementary Table 1. <br>
DOI: 10.6084/m9.figshare.24783861.v1
title: ESG data

description: ESG Data
DOI: 10.6084/m9.figshare.29068073.v1
title: Raw Data_Buschang et. al..xlsx

description: The data used in the paper 'Global analysis of Toxoplasma gondii prevalence in wild avian hosts: effects of phylogeny, ecology, and detection methods' by Buschang et. al.
DOI: 10.6084/m9.figshare.7126505.v3
title: OmicsSIMLA simulation files

description: These are the simulated files for the three scenarios as described in the OmicsSIMLA paper.
DOI: 10.17632/fsvt9dr3ww
title: Colombian Student Exam Records (High school & University)

description: The dataset was collected from the Colombian Education Institute (ICFES) [22,23] and includes records of undergraduate students who took the Saber11 (high school) and SaberPro (University) exams from 2006 to 2019. Each row in the dataset represents a vector of information for an individual student. This vector includes the student's results from both the high school standardized exam (Saber11) and the university standardized exam (SaberPro). In addition to the exam results, the dataset contains sociodemographic variables from the students' high school period, providing a comprehensive view of their academic and personal backgrounds. The dataset is composed of 943010 students (rows) and 67 variables.
DOI: 10.6084/m9.figshare.26534248.v1
title: User perception of wearable ECG devices

description: Cardiovascular diseases (CVD) are the leading cause of death worldwide. Detecting abnormalities in heart rhythms by wearable electrocardiograph (ECG) devices is an effective approach in daily life to reduce CVD-related mortality. This study aims to investigate the key factors affecting the use and interaction of ECG from the user's perspective.
DOI: 10.6084/m9.figshare.24942093.v1
title: Coronary Artery Disease Plasma Cytokine Data

description: A total of 1040 people were included in the study, each with different biomarker levels. Each of the 450 cytokine indicators was tested. They assigned People to the CAD (390 individuals) or control groups based on the final target trait qualities (650 individuals). The 36 cytokine biomarkers were merged in the model's feature space to quantify similarity, followed by the CAD or Regulator categorization. Prior to participating, all individuals signed a written informed consent form. From males, 43.3%, and females, 43.3%, Blood samples were taken, their ages ranging from 17 to 64 years (median age = 40), who had been diagnosed with CAD, and age- and sex-matched controls. The infarction Myocardial, angiographic ally confirmed (CAD), or coronary artery bypass graft surgery was all present in the CAD participants. There was no history of CAD or clinical indication of it in the control group.Prior or Current therapy for autoimmune illness or cancer, diabetes, smoking, use of NSAIDs before blood collection, postmenopausal women, and anyone over the age of 65 were all excluded. There were no lipid-lowering drugs given to the participants. The blood is taken into EDTA collecting tubes and placed on ice immediately. Separate plasma from samples by centrifuging, then aliquot and store at -80°C until further use. Before detecting cytokine levels using the Thermosphere/Life Sciences 45-fold Human ELISA kit, samples must be thawed on ice per the manufacturer's instructions. Using a standard curve for each cytokine, the exponent program was used to analyze the raw data and convert them to pg./mL. Tab. 1 presents demographic and clinical data for the study cohort.
DOI: 10.17632/7vg78fv65g
title: Muntele Rosu MLR Geomagnetic data of INCDFP

description: The location (45.4909o latitude N, 25.945o longitude E) of Muntele Rosu geomagnetic observatory was picked by Dr. Dumitru Enescu (https://ro.wikipedia.org/wiki/Dumitru_Enescu ) in such a way as to ensure an optimum positioning with respect to Vrancea seismic area [1]. Moreover, this site was so chosen as to be distant from rail-roads and any other sources of noise in order to avoid disturbing signals. The geomagnetic observatory consists of: 
-one three-axis magnetic field sensor (fluxgate; ±70 μT measuring range), produced by “Bartington Instruments” MAG03 (UK) (1996-2019);
-two three-axis magnetic field sensor (fluxgate; ±70 μT measuring range), produced by “Bartington Instruments” MAG03 (UK) (2019-2022);
- a data logger-acquisition module (six channels, 24 bytes resolution, sample rate programmable), produced also by “Bartington Instruments”; 
- a router for data transmission;
- a computer for data storage and preliminary processing.

The three-axis magnetic field sensor is low-noise type, which accounts for superior characteristics, namely: a band larger than the 2 kHz standard, actually upwards of 3 kHz; a
15 pT rms/√Hz noise and a lower-than-standard phase error. The parameters of the data logger-acquisition module are controlled by a software programme assuring a sample rate
of 5 seconds and displays the average values at every 60 seconds. 
Special shelters were provided for the equipment and special work was carried out to place the electric sensors and layout quite a length of cable connecting the various components of the observatory. The magnetic equipment is placed in a specially designed, vibration-proof, nonmagnetic, thermostatic tunnel.
Since 1996 until 2000, the recorded data were not continuous. After 2000, the data become more stable, and the periods with no data become smaller. In 2019, we have added a new magnetometer in the same place for some tests[2] and [3].

The structure of archived files is as follows:

There are hourly data files for each day – MLRm6_yymmdd_HH, where HH = 00 - 23
The time format is: data - time, y - year, m - month, d - day, H - hour, M - minute, S - seconds, u - tenths of a second.

The structure of a hourly file is:
M0x 		M0y 		M0z 		M1x 		M1y 		M1z 	       Time Date
OFF  		ON  		OFF 		OFF 		ON 		OFF 
22540.4	1667.764	44535.31	21610.73	1269.825	33914.63              21/01/0100:00:00

Where:
Mox, y and z and M1x, y and z are the geomagnetic components on the two magnetometers installed in Muntele Rosu observatory.
ON and OFF is the status of the representation of the data in GEOBS application: http://geobs.infp.ro/
The data are also graphical represented, using GRAFANA, on the PHENOMENAL PORTAL.

References
[1] B. D. Enescu, D. Enescu, and A. P. Constantin, The use of electromagnetic data for short-term prediction of Vrancea (Romania) earthquakes: Preliminary data, Earth Planets Space, 51, 1099–1117, 1999.
DOI: 10.17632/8s35tzr33g
title: Laparoscopic sleeve gastrectomy in obese patients with ventricular assist devices

description: We identified the patients with end-stage heart failure and ventricular assist devices (VADs) who underwent bariatric surgery at Ochsner Medical Center, the only center with a VAD program in the State of Louisiana, USA. Every patient underwent a comprehensive preoperative evaluation that included psychological, metabolic, nutritional, and cardiovascular assessments. All patients were over the age of 18 years and underwent laparoscopic sleeve gastrectomy (LSG) between 2016 and January 2020. All patients were on chronic antiplatelet and anticoagulation therapy with warfarin and aspirin. Both medications were held at the time of admission and heparin infusion was started until the midnight prior to LSG. If the INR was &gt; 1.5 the evening prior to the surgery, the patient received fresh frozen plasma and then, the INR was remeasured in the morning prior to surgery, which was performed when the INR was ≤ 1.5. Provided that the patient developed no bleeding complication, heparin was started at 200 U/hr eight hours after LSG, increased to 400 U/hr during the postoperative day one. The following day, heparin was titrated to a goal thromboplastin time of 35-45 sec with addition of aspirin. On postoperative day three, the goal thromboplastin time was increased to 45-54 sec and warfarin was restarted at a dose of 1 mg. This dataset (database: LSG in patients with VADs) includes baseline, periprocedural, and outcome data, which are described in one of the attached documents (description of variables).
DOI: 10.17632/fjtbpb628j
title: Tokyo metropolitan area rent data

description: The original real estate rent data provided by At Home Co., Ltd.(Tokyo, Japan) cannot be made publicly available due to the data disclosing policy of the data owner. Therefore, we provide a part of the dataset recorded on 8000 properties. The dependent variable, rent per square meter of properties, was transformed logarithmically and the explanatory variables, the attributes of properties, were also transformed logarithmically and then normalized to mean 0 and variance 1. Noises were added to the geographic coordinates of the data.
DOI: 10.6084/m9.figshare.19387538.v1
title: Neural ADMIXTURE - datasets

description: Contains the datasets <i>All-Chms</i>, <i>Chm-22</i> and <i>Chm-22-Sim</i> used in the experiments of the article Neural ADMIXTURE: rapid population clustering with autoencoders. If you use this data, please cite the corresponding article.<br><br>Datasets are different compilations of publicly available data (<i>1000 Genomes Project</i>, <i>Simons Genome Diversity Project</i>, <i>Human Genome Diversity Project</i>). <i>Chm-22-Sim</i> also contains synthetic data generated from existing one using a tool which will be available to the public in the near future.<br><br>
DOI: 10.6084/m9.figshare.26983384.v1
title: TA - grids

description: Mat files with EMG signals recorded from the tibialis anterior with one grid of 64 surface electrodes and edited motor unit pulse trains.
DOI: 10.6084/m9.figshare.28835717.v1
title: Interim Report on the Impacts of Flooding at Office of Land and Emergency Management (OLEM) Sites & Facilities

description: U.S. EPA's Office of Research and Development (ORD) is preparing a new assessment report on the impacts of flooding to Office of Land and Emergency Management (OLEM) sites and facilities, for a range of site types: Superfund, Brownfields, Tanks, RCRA, PCBs, Landfills. This presentation presents the progress of the EPA report including results from the literature review, geospatial screening, and synthesis of focus group discussions with EPA headquarters, regions, states, and Tribes. The presentation summarizes the current and projected impacts due to flooding and identifies data gaps and programmatic needs to address flooding in the future.<br>
DOI: 10.6084/m9.figshare.5129719.v1
title: Supplementary Material for: Microalbuminuria and the Combination of MRI Markers of Cerebral Small Vessel Disease

description: <b><i>Background:</i></b> Kidney function has been related to the presence of individual markers of cerebral small vessel disease (CSVD), as lacunes, white matter hyperintensities (WMH) or microbleeds. We aimed at studying the relationship of kidney dysfunction with the combination of several markers of CSVD. <b><i>Methods:</i></b> Subjects are those included in the ISSYS cohort (Investigating Silent Strokes in hypertensives: a magnetic resonance imaging study). A scale ranging from 0 to 4 points was applied based on the presence (one point each) of lacunes, deep microbleeds, moderate to extensive basal ganglia enlarged perivascular spaces (EPVS), and periventricular or deep WMH. We determined the creatinine-based glomerular filtration rate and the urinary albumin-to-creatinine ratio (UACR) as markers of kidney function and studied their association with the scale of CSVD in univariate and ordinal logistic regression analyses. <b><i>Results:</i></b> Among the 975 patients included, 28.2% presented one or more CSVD markers, being the most prevalent marker (either alone or in combination) basal ganglia EPVS. The UACR was elevated at increasing the scores of the CSVD scale and remained as independent predictor of the combination of markers (common OR per natural log unit increase in UACR: 1.23, 1.07-1.41) after controlling per age, gender, cardiovascular risk, antihypertensive treatment and hypertension duration. In contrast, no associations were found between the CSVD scores and the creatinine-based estimated glomerular filtration rate. <b><i>Conclusions:</i></b> A significant proportion of stroke-free hypertensives present at least one imaging marker of CSVD. UACR but not creatinine-based glomerular filtration rate is associated with the combination of markers of CSVD.
DOI: 10.17632/tvpzgg7kgm
title: The effect of high-lipid concentrates in high or low forage diets on rumen and fecal microbiota

description: The supplemetary tables related to the publication entitled "Can high-lipid concentrates offset the high enteric methane production caused by high-forage diets fed to lactating dairy cows?" by Ayanfe et al. (2024)
DOI: 10.6084/m9.figshare.21739889.v1
title: Annual values of onset of snow season

description: This file contains annual values of onset of snow season for 1950-2021 in GeoTIFF format.
DOI: 10.6084/m9.figshare.28898594.v1
title: Unveiling Health Security Patterns in the European Union_Supplementary Document

description: This resource provides the datasets generated and analyzed during the <b>Unveiling Health Security Patterns in the European Union through a Hybrid Entropy-CoCoSo and K-Means Clustering Framework</b>, as well as the data that support the findings of this study. This resource provides all the necessary data to reproduce the findings presented in this article.
DOI: 10.6084/m9.figshare.4814959.v1
title: RDP ver. 11.5 database

description: RDP ver 11.5 database formatted for mg_classifier
DOI: 10.17632/jsvbvgzkf8
title: Data on Banking Chatbot Service Quality

description: A structured questionnaire was initially distributed to 800 Indian Chatbot users in Bangalore, India, via the Redcap survey tool and participants were presented with explicit ethical instructions and guaranteed the confidentiality of their input. Out of the 800 recipients, 738 responded to the survey. However, 124 of these responses were incomplete. As a result, a total of 614 completed responses were obtained initially. Subsequently, reminder emails were sent to a subset of 465 respondents, which included those with incomplete surveys. Within this group, 211 respondents completed the survey. Following this, another round of reminders was sent. All of the remaining respondents in this group including 124 respondents filled out the questionnaire. All items were assessed using a five-point Likert-type scale, where "Strongly agree" was assigned a value of 1, "Agree" as 2, "Neutral" as 3, "Disagree" as 4, and "Strongly disagree" as 5. Chabot service quality was measured using AISQC (Artificial Intelligence Service Quality ) scale which is adapted .The study selected participants from Indian banking customers from Bangalore, India. The target group for data collection consisted of individuals aged 18 and above with prior experience using Chatbot in the banking sector. The study concentrated on individuals utilizing chatbot provided by leading Indian banks such as HDFC Bank, ICICI Bank, SBI Bank, YES Bank, City Union Bank, Bank of Baroda, Indus Bank, Andhra Bank, Kotak Mahindra Bank, and AXIS Bank. The uncontrolled quota sampling method, a non-probability sampling technique, was used. The variables in the study are Customer value (CV),customer satisfaction (CSAT) ,Customer trust (CT) and customer loyalty (CL) which i are dependent variable , semantic understanding (SEM), human collaboration (HC) , Human-Like (HL), Continuous Improvement(CI), Personalization (PERS), Cultural adaptation (CA) and efficiency (EY)is independent variable.
Note : The incomplete data or missing data is represented by o in the raw data set
DOI: 10.6084/m9.figshare.11743272.v1
title: Bullet-shaped magnetosome biomineralization within a magnetotactic Deltaproteobacterium: Implications for magnetofossil identification

description: Crystal length and width data for WYHR-1 magnetosomes.
DOI: 10.6084/m9.figshare.14531733.v2
title: CURATED LISTS FOR THE SAVSNET TR (Table 5)

description: Curated lists mentioned in Step 3 of the of the Data Extraction process. Table 5 shows an example of these lists. <br><br>
DOI: 10.6084/m9.figshare.26046421.v1
title: <b>Supplementary File 1: </b>Data Extraction Using BioPython: Retrieving Over a Million Systematic Reviews and Meta-Analyses Single-Authored from 2021-2024

description: BioPython library code for configuring the retrieval limit to 1,000,000, we successfully extracted all possible systematic review and meta-analysis papers authored by a single individual within the specified period of 2021 - 2024
DOI: 10.6084/m9.figshare.5123149.v1
title: Supplementary Material for: Deficient Expression of Genes Involved in the Endogenous Defense System against Transposons in Cryptorchid Boys with Impaired Mini-Puberty

description: Mini-puberty is the period between 30 and 80 days after birth when testosterone and gonadotropin surges occur in male infants to induce the transformation of gonocytes into adult/dark spermatogonia. Cryptorchid boys with impaired mini-puberty develop infertility despite timely and successful surgical treatment. The decreased germ cell count found in this group of boys could be the result of uncontrolled transposon activity inducing genomic instability and germ cell death. A genome-wide analysis of 18 cryptorchid and 4 control testes was performed with Affymetrix chips. We found that 5 of 8 genes that are important for transposon silencing were not expressed in the high azoospermia risk group of cryptorchid boys but were expressed in the low azoospermia risk and control groups. Two genes, <i>CBX3</i> and <i>DNMT1</i>, were equally expressed in all 3 groups. Impaired expression of the <i>DDX4, MAEL,</i><i>MOV10L1, PIWIL2, PIWIL4,</i> and<i> TDRD9</i> genes in the group of cryptorchid boys at high risk of infertility indicates that gene instability induced by impaired expression of transposon silencing genes contribute to the development of azoospermia. Intact mini-puberty appears to be essential for the development of the endogenous defense system mediated by transposon silencing.
DOI: 10.6084/m9.figshare.13951607.v1
title: Data Availability Statement.

description: We analyzed all the samples using a stereomicroscope, Olympus C011 trinocular microscope, coupled with a CCD camera. All the samples were measured and photographed by the Infinity Capture software.<br>The drawn was improved with a drawing table, Parblo A610 – Graphhic tablet using the program ImageJ (Public Dominic). <br>The geographical location of the Araripe Basin was produced using the software QGIS Geographic Information System (version 3.12 – QGIS.org – Public Dominic) considering the coordinate system Datum – SIRGAS 200 from Instituto Brasileiro de Geografia e Estatística (IBGE, Brazil) and Companhia de Pesquisa de Recursos Minerais (CPRM, Brazil). <br>The stratigraphy of the Santana group was drawn with program ImageJ (Public Dominic) to according with stratigraphy on Neumann & Cabreira, 1999 and Valença et al., 2003.<br>
DOI: 10.6084/m9.figshare.14336846.v1
title: Google Trends Raw Data

description: Raw data for the 5 rheumatological conditions between years 2015 and 2020, inclusive.
DOI: 10.6084/m9.figshare.16550166.v1
title: Sargassum Segmented Dataset

description: Dataset containing a set of segmented images of sargassum accumulated on the beach collected through citizen science.
DOI: 10.6084/m9.figshare.2082529.v1
title: "What flowers do we like? The influence of shape and color on the rating of flower beauty." Supplemental material: Dataset and flower stimuli

description: Supplemetal files to the paper "What flowers do we like? The influence of shape and color on the rating of flower beauty." Include dataset and photographs of the flower stimuli used in the study. <br>