cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.11708994.v2
title: Adaptive Simplification of GPS Trajectories with Geographic Context

description: OSM point features in Europe with tags categorized as POI in the Geofabrik taxonomy. Extracted from original OpenStreetMap database (osm.pbf) in 09.2019 (https://www.openstreetmap.org/#map=7/46.825/8.224)
DOI: 10.6084/m9.figshare.1428659.v1
title: COM state spaces

description: This fileset contains files with information related to the state spaces considered in the work presented in J.P. Correia, R. Ocelák, and J. Mašek's "Towards more realistic modeling of linguistic color categorization" (to appear). This includes data points coordinates and (in separate files) prior priobabilities.
DOI: 10.6084/m9.figshare.25912267.v6
title: Low-temperature Alloy Mechanical Properties Database

description: Low-temperature alloys are important for a wide spectrum of modern technologies ranging from liquid hydrogen, superconductivity to the quantum technology. These applications push the limit of material performance into extreme coldness, often demanding a combination of strength and toughness to address various challenges.Steel is one of the most widely used materials in cryogenic applications. With the deployment in aerospace liquid hydrogen storage and transportation, aluminum and titanium alloys are also gaining increasing attention. Emerging medium-entropy alloys (MEAs) and high-entropy alloys (HEAs) demonstrate excellent low-temperature mechanical performance with a much-expanded space of material design. A database of low-temperature metallic alloys is reported here by collecting the literature data published from 1991 to 2023, which is hosted in an open repository. The workflow of data collection includes automated extraction based on machine learning and natural language processing, supplemented by manual inspection and correction, to enhance data extraction efficiency and database quality. The product datasets cover key performance parameters including yield strength, tensile strength, elongation at fracture, Charpy impact energy, as well as detailed information on materials such as their types, chemical compositions, processing and testing conditions. Data statistics are analyzed to elucidate the research and development patterns and clarify the challenges in both scientific exploration and engineering deployment.
DOI: 10.6084/m9.figshare.5402527.v1
title: Data of Grassi, Meneghetti, Toffalini, Borella ("Auditory and cognitive performance in elderly musicians and nonmusicians"), PloS ONE.

description: The dataset includes the data of Grassi, Meneghetti, Toffalini, Borella ("Auditory and cognitive performance in elderly musicians and nonmusicians"), PloS ONE.<br>
DOI: 10.17632/259k484597
title: E-commerce and loyalty: A perspective from Facebook Marketplace users

description: The research hypothesis suggests that product quality, shopping experience, and interactivity on Facebook Marketplace positively influence customer loyalty. Data collected from 154 users through the Microsoft Forms questionnaire reveals a significant correlation of 0.730 between these variables, indicating that improvements in product quality and shopping experience are associated with an increase in customer loyalty. These findings suggest that companies should focus on optimizing these aspects to strengthen the relationship with consumers and improve their competitiveness in e-commerce.
DOI: 10.17632/9py4k6sbtp
title: How to Leverage Big Data for Tourism Recovery

description: Big data has the potential to improve tourism policies and management especially as it recovers from the pandemic, which hit the industry hard.

According to the World Tourism Organization (UNWTO), global tourism suffered its worst year in 2020 with international arrivals down by 74% or about a billion less than in 2019. Revenue losses are estimated at $1.1 trillion. The crisis triggered by the coronavirus disease (COVID-19) also put more than a hundred million tourism jobs at risk, particularly in small and medium-sized businesses. Asia and the Pacific was the first region to suffer the impact of COVID-19 and is the hardest hit so far with an 84% drop in international arrivals in 2020.
DOI: 10.17632/fndbd95fbs
title: Mineral data of X-ray amorphous material originate from the Qaidam basin and Utopia Planitia, Mars

description: This database including the XRD, SEM and NIR data of samples from western Qaidam basin and Zhurong rover.
DOI: 10.17632/gvzvxkd5ns
title: Model of options to test for peripheral arterial disease in diabetic patients

description: Model of options to test for peripheral arterial disease in diabetic patients without foot ulcer
DOI: 10.17632/kpygrf9fg6
title: A Raman database of microplastics weathered under natural environments
DOI: 10.6084/m9.figshare.27078971.v1
title: Additional file 1 of Spatial–temporal variations of b-values prior to medium-to-large earthquakes in Taiwan and the feasibility of real-time precursor monitoring

description: Supplementary Material 1. The temporal evolutions of the b-values, ranked in percentiles, and ∆AIC for the 31 events with magnitudes greater than 6.0 that occurred between 1999 and 2021. The events marked in gray are those located in areas with an insufficient number of earthquakes to obtain reliable b-values and are excluded from further analysis. The remaining events are denoted by a series number that corresponds to the numbering in Table 1.
DOI: 10.6084/m9.figshare.6052034.v1
title: Data-lactate Mars 2018

description: Retrospective analysis in ED patients to evaluate the diagnostic categories associated to a blood lactate measurement<br>
DOI: 10.15131/shef.data.20440164.v1
title: Augmented lower limb MR images

description: The dataset contains 69 augmented images of the lower limb,  generated using deformable image registration. The images have been checked for anatomical feasibility and are openly available for download.
DOI: 10.17632/44htzjcgsz
title: Test dataset for: "Automatic screening of patients with atrial fibrillation from 24-h Holter recording using deep learning"

description: This test dataset comprised of 800 24-hour Holter recordings from the Training set in the paper. Each recording includes the RR-interval data that are extracted from a 24-hour dynamic 12-lead ECG recording captured by a Holter machine (DMS Holter Company, Stateline, NV, USA) at three campuses (Main Campus, Optical Valley Campus, and Sino-French New City Campus) of the Cardiac Function Examination Center (Division of Cardiology, Tongji Hospital, Huazhong University of Science and Technology, Wuhan, China). All the data were initially interpreted by primary cardiologists, then were further reviewed by three senior board-certified cardiologists to ensure the correctness of the base diagnostic labels. The cardiologist committees discussed by consensus the annotated records and provided a reference standard for model evaluation. Each atrial fibrillation(AF) episode included the accurately labeled start time and end time for patients with paroxysmal AF (PAF). The start and end times of each PAF episode were the corresponding time of the first atrial wave with an atrial rate greater than 350 beats/min and the corresponding time of the first P-wave with sinus rhythm after the termination of AF. Specifically, PAF episodes lasting more than 30 s were accurately labeled, and those lasting less than 30 s were labeled as accurately as possible. Moreover, each interval of premature beat or tachycardia was marked as “A” (atrium event) or “V” (ventricle event), and the long RR interval caused by QRS wave dropping was marked as “B” to further label Second-degree atrioventricular block. The 800 recordings included 200 whole-course AF (WAF), 200 PAF and 400 NAF recordings. For WAF patient data, whole recording included only AF signals. For NAF patients, the entire recording data had no AF signals but included normal sinus rhythm, sinus arrhythmia, atrial arrhythmia, ventricular arrhythmia, atrioventricular block and so on. The data of PAF patients included both AF episodes and NAF signals. Both WAF and PAF patients were considered to be AF patients. The type of each recording is indicated by its file name and the comments on the contents can be seen in the picture "Note.jpg".

If you use this dataset, please cite the published article "Peng Zhang, Fan Lin, Fei Ma, et al. Automatic screening of patients with atrial fibrillation from 24-h Holter recording using deep learning, European Heart Journal - Digital Health (2023) 4, 216–224."

We have uploaded all the 800 files to the system, however, for unknown reasons, only 300 files can be downloaded. We have contacted with the technical support of the Mendeley to solve this problem, if you want to use the full 800 files before the problem is solved, you can contact with this email "hustzp@hust.edu.cn".
DOI: 10.17632/c9rv63v8w3
title: Optimizing Product Offerings: A Conjoint Analysis of Tofu Attributes and Consumer Preferences for Market Success Data

description: Optimizing Product Offerings: A Conjoint Analysis of Tofu Attributes and Consumer Preferences for Market Success Data
DOI: 10.6084/m9.figshare.3554733.v1
title: Appendix C. A bootstrap method to construct the confidence interval of the expected species richness at a given coverage.

description: A bootstrap method to construct the confidence interval of the expected species richness at a given coverage.
DOI: 10.6084/m9.figshare.4626262.v1
title: PowerPoint Slides for: Universal Sustained Viral Response to the Combination of Ombitasvir/Paritaprevir/Ritonavir and Dasabuvir with/without Ribavirin in Patients on Hemodialysis Infected with Hepatitis C Virus Genotypes 1 and 4

description: <b><i>Background:</i></b> Hepatitis C virus (HCV) infection is highly prevalent among patients on hemodialysis (HD) and is associated with poor prognosis. Treatment with interferon and ribavirin is poorly tolerated, and few data are available on the impact of new direct-acting antivirals (DAAs). This study was intended to analyze the efficacy and safety of treatment with a combination of ombitasvir/paritaprevir/ritonavir and dasabuvir with/without ribavirin in HCV-infected patients on HD from 3 hospitals. <b><i>Methods:</i></b> This is a multicentric study. We analyze the clinical course of all patients on HD with HCV infection who had been treated with the combination of ombitasvir/paritaprevir/ritonavir and dasabuvir in 3 hospitals in Madrid, Spain. All patients under treatment had undergone Transient elastography (FibroScan®) and HCV RNA (PCR) and HCV genotype were determined simultaneously. <b><i>Results:</i></b> Thirty-five patients aged 53.3 ± 8.9 years (68.6% males) and with genotypes 1 and 4 were treated with the DAA regimen, and 17 were also given ribavirin. The most common etiology was glomerular disease. Sustained viral response was achieved in 100% of patients. Adverse effects were negligible, and no patient had to discontinue treatment. The most significant side effect was anemia, which led to a significant increase in the dose of erythropoiesis-stimulating agents. Anemia was more marked in patients receiving ribavirin. No patients required transfusions. <b><i>Conclusion:</i></b> A combination of ombitasvir/paritaprevir/ritonavir and dasabuvir with/without ribavirin for the treatment of HCV in patients on HD is highly effective and causes minimal side effects. This regimen represents a major advance in disease management. A considerable improvement in prognosis seems likely.
DOI: 10.17632/mhk9g942sr
title: FTIR & PL raw data

description: In this data base you will find the original data used to construct the FTIR and PL spectra at the first and second measurements, all graphs were created in OriginPro 2021 software.
DOI: 10.6084/m9.figshare.3561531.v1
title: Data Paper. Data Paper

description: File List Amphibian-skin_bacteria_16S_sequences.fna (MD5: 4cc9026d1aaa6b3f2481a3094824ae84) Amphibian-skin_bacteria_metadata.txt (MD5: 85b14afa771fd80a6de294ea9b5f991c) Description Microbial symbionts of vertebrate skin have an important function in defense of the host against pathogens. In particular, the emerging chytrid fungus Batrachochytrium dendrobatidis, causes widespread disease in amphibians but can be inhibited via secondary metabolites produced by many different skin-associated bacteria. Similarly, the fungal pathogens of terrestrial salamander eggs Mariannaea elegans and Rhizomucor variabilis are also inhibited by a variety of skin-associated bacteria. Indeed, probiotic therapy against fungal diseases is a recent approach in conservation medicine with growing experimental support. We present a comprehensive Antifungal Isolates Database of amphibian skin-associated bacteria that have been cultured, isolated, and tested for antifungal properties. At the start, this database includes nearly 2000 cultured bacterial isolates from 37 amphibian host species across 18 studies on five continents: Africa, Oceania, Europe, and North and South America. As the research community gathers information on additional isolates, the database will be updated periodically. The resulting database can serve as a conservation tool for amphibians and other organisms, and provides empirical data for comparative and bioinformatic studies. The database consists of a FASTA file containing 16S rRNA gene sequences of the bacterial isolates, and a metadata file containing information on the host species, life-stage, geographic region, and antifungal capacity and taxonomic identity of the isolate. <i>Key words</i>: <i>amphibian; antifungal; Batrachochytrium dendrobatidis; culture database; disease ecology; microbiota; probiotic therapy; skin pathogens.</i>
DOI: 10.6084/m9.figshare.5280238.v7
title: SQLite database with mouse gene annotations from Mouse Genome Informatics (MGI) at The Jackson Laboratory

description: A SQLite database with two tables: "description" and "genes". The description table includes the URL for the source file. The "genes" table contains the data, with 15 fields including chr (1-19, X, Y, MT), start and stop (in basepairs, GRCm38/mm10 build), source, strand, Name, and type.
DOI: 10.6084/m9.figshare.7722278.v1
title: PONE-D-18-34216 Walker synchronization

description: Videos of pairs of people walking in cities (.avi files) with pose estimates in image coordinates (.pkl files)<br>Video files are provided for videos that have a Creative Commons license. URLs for all videos are provided in file S1.csv.<br>Walker data files (Python .pkl files) contain pose estimates from each frame in image coordinates<br>Python .pkl files contain columns with information for each frame of the video file.<br>Legend for .pkl files<br>Column : data frame : video frame index person : walker index with separate label for each walker belonging to the pair part : body part index of key point with separate labels for each body part (Neck: 1, Right ankle: 10, Left ankle: 13, Right ear: 16, Left ear: 17 ) x: x coordinates of key point in pixel units y: y coordinates of key point in pixel units c: confidence level for key point <br>
DOI: 10.17632/8956y5n4t3
title: Dataset for 21st-Century Character Exploratory Factor Analysis in Vocational High School Students

description: This dataset was collected using a new measurement scale to assess 21st-century character in vocational school students. This data collection aimed to validate the new instrument and propose valid items to assess the character of selected students. 19 teachers from four vocational schools agreed to participate in the data collection. The collected data was analyzed using exploratory factor analysis (EFA).
DOI: 10.17632/xncch6w3x9
title: Data for: Time-varying risk aversion and realized gold volatility
DOI: 10.6084/m9.figshare.12643865.v2
title: 101 Twitter users

description: We collected the data of a Twitter user using <i>Tweepy</i><sup> </sup>to access the Twitter API. We crawled the list of each user account’s followers. Twitter allowed a request of a maximum of 200 tweets per time window and because of limitations of the Twitter API, we could only make a request every 15 minutes. Next, we obtained the most recent tweets of each user in the study. We extracted the most common hashtags used in the sample tweets and crawled the most recent 50 tweets that contained each hashtag and tweets that mentioned a particular user, for example <i>’@username.’ </i>Initially, we chose 101 user accounts and documented the attributes of each user’s account (number of followers, a list of followers, and the recent tweets of each follower).
DOI: 10.6084/m9.figshare.26863648.v2
title: Temporal Bitcoin

description: This is a temporal network of reddit comments, derived from a large collection of comments curated by Jack Hessel et al., using data from Jason Baumgartner at pushshift.io. In this temporal network, an edge (i, j, t) means that user i commented on user j's post or comment at time t. Users whose acccounts were deleted were removed from the data. Nodes are indexed from 1 to n.
DOI: 10.6084/m9.figshare.3561390.v1
title: Appendix B. Model fit and diagnostics.

description: Model fit and diagnostics.
DOI: 10.17632/rxnw3pmrcf
title: DEEP DYNAMIC DRUG SCORING METHOD: CASE STUDY OF TAXANE β-TUBULIN DISASSEMBLY INHIBITORS

description: Dataset of Computer Aided Drug Design (CADD) and Molecular Dynamics (MD) operations for the article, titled "DEEP DYNAMIC DRUG SCORING METHOD: CASE STUDY OF TAXANE β-TUBULIN DISASSEMBLY INHIBITORS"
DOI: 10.6084/m9.figshare.12609431.v1
title: JVASP-27335 to JVASP-39330

description: JARVIS-DFT
DOI: 10.6084/m9.figshare.25182506.v2
title: A marrow cell dataset and baseline evaluations for precision classification of malignant tumor diseases

description: When physicians diagnose malignant tumors, such as acute leukemia, the rapid and precise classification of the disease is imperative for guiding subsequent treatment protocols. Traditional diagnostic methods, which rely on peripheral blood smears, are limited to assessing a narrow spectrum of cell types, thereby constraining the accurate determination of the disease subtype. Hence, a more exhaustive cytomorphologic analysis, supplemented by a bone marrow smear, is essential to devise a tailored treatment approach. Given the scarcity of comprehensive bone marrow blood smear datasets, we have developed the inaugural high-quality bone marrow cell fine-grained classification dataset (BMC-FGCD). This dataset comprises nearly 100,000 samples, encompassing 40 detailed categories. The assembly of the BMC-FGCD was overseen by a cadre of expert physicians, who meticulously managed the sample collection, image processing, and high-precision annotation. Furthermore, we employed nine well-established deep learning models to conduct baseline evaluations. These experiments provided a uniform benchmark for the assessment of bone marrow blood cell classification models. The BMC-FGCD dataset is poised not only to enhance the accuracy of bone marrow blood cell classification models in the future but also to significantly contribute to the field of rare or atypical blood cell classification due to its granularity and comprehensive data
DOI: 10.6084/m9.figshare.28434974.v2
title: Genomic Profiling in Patients with Endometrial Cancer by Deep Sequencing of Vaginal Swabs and Plasma

description: De-identified mutation data in MAF format and clinical information in CSV format for 'Genomic Profiling in Patients with Endometrial Cancer by Deep Sequencing of Vaginal Swabs and Plasma' in Clinical Cancer Research.
DOI: 10.6084/m9.figshare.8315417.v1
title: Data from Suraci et al. 2019. Ecology Letters

description: All datasets used in:<br>Suraci et al. 2019. Fear of humans as apex predators has landscape-scale impacts from mountain lions to mice. Ecology Letters. <br>See included README.txt file for full details.
DOI: 10.17632/45csyctfbn
title: Dendritic cells. lipidomics analysis, Cell Chemical Biology

description: BMDCs were differentiated from bone marrow. Cells were extracted using folch method. 2 datasets included in the data showing 2-AG and arachidonic acid
DOI: 10.6084/m9.figshare.28505111.v2
title: SupportingData of "Innovative gene-level functional genotypic configuration identified in 3,724 accessions reveal genomic insights into cotton domestication and improvement"

description: SupportingData of "Innovative gene-level functional genotypic configuration identified in 3,724 accessions reveal genomic insights into cotton domestication and improvement".
DOI: 10.6084/m9.figshare.28982420.v1
title: Supplementary Material for: Lack of Therapeutic Benefit of Vim Thalamotomy for Tremor-like Myoclonus in Two Cases of Benign Adult Familial Myoclonus Epilepsy

description: Introduction: Benign adult familial myoclonus epilepsy (BAFME) is an autosomal dominant disorder characterized by adult-onset cortical tremor and infrequent generalized seizures. Treatment options for managing involuntary movements in BAFME remain limited. 
Case Presentation: Here, we present two cases involving individuals with BAFME who underwent Vim thalamotomy for tremor-like myoclonus. Despite the intervention, neither patient experienced any improvement in their symptoms. 
Conclusion: These findings suggest that the Vim nucleus may not contribute to the pathophysiology of tremor-like myoclonus in BAFME, despite the established efficacy of Vim thalamotomy in the treatment of essential tremor.
DOI: 10.17632/ny42v5cvt6
title: Rotor vibration dataset

description: This dataset contains time-domain and frequency-domain vibration signal produced by simulation model of a large flexible rotor (a tube roll, typically used in paper machines). Simulation runs are conducted for 9 seconds with a sampling rate of 2000 Hz. It contains 52266 samples, in which the speed is varied from 4 Hz to 18 Hz, and the horizontal foundation stiffness is varied between 2.04 MN/m and 18.32 MN/m. Each sample represents the horizontal or vertical center-point movement in the specified location of the rotor. In frequency- domain response signal amplitudes are up to 25 Hz , as the critical speed varies from 9 Hz to 21 Hz. For more details please see *.docx below. “Rotor_tuberoll_TD_SIM_dataset.csv” contains time-domain response of the rotor, CSV file consists of 18005 columns and 52266 rows (samples): -column 1 rotational speed [Hz] -column 2 horizontal foundations stiffness [MN/m] -column 3 node 2 (left bearing), node 13 (middle of the rotor), 24 (right bearing) -column 4 direction, 0 – horizontal, 1 – vertical -columns 5:18005 horizontal or vertical center-point movement in specified location [m] “Rotor_tuberoll_FD_SIM_dataset.csv” contains frequency-domain response of the rotor, CSV file consists of 414 columns and 52266 rows (samples): -column 1 rotational speed [Hz] -column 2 horizontal foundations stiffness [MN/m] -column 3 node 2 (left bearing), node 13 (middle of the rotor), 24 (right bearing) -column 4 direction, 0 – horizontal, 1 – vertical -columns 5:414 signal magnitudes at specified frequencies (0-25 Hz)
DOI: 10.17632/p5k5kp5nd3
title: BRICS Expansion and intra-bloc trade dynamics

description: Time series trade data for all BRICS countries
DOI: 10.6084/m9.figshare.22215322.v6
title: Raw_Consolidated_ECA_Complete_2022,csv

description: Data on air quality and meteorological variables provided by the SDA measurements of the Fontibón and Móvil Fontibón air quality stations placed in the same Fontibón County of Bogotá, Colombia