cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.7734401.v1
title: Additional file 6: of Identification of functional long non-coding RNAs in C. elegans

description: Primers and gRNAs used in this study. The strain name (SX), allele name for deletions (mj), lincRNA loci (XLOC), CRISPR guide RNA sequences (CRISPR gRNA), genotyping primers and RT-PCR primers are shown. Oligos are named with a prefix “M” followed by a number identifying their location in the local laboratory database. Similarly plasmids are identified by a prefix “pEM” followed by a number (XLSX 13 kb)
DOI: 10.6084/m9.figshare.19213821.v1
title: The datasets

description: The datasets were created for the following study.<br>* Y. Bitirim, “A Content-Based Product Recommendation Approach”, <i>Çukurova University Journal of the Faculty of Engineering</i>, Vol. 37, No. 1, pp. 119-128, March 2022. (DOI: 10.21605/cukurovaumfd.1094997)
DOI: 10.6084/m9.figshare.22558507.v1
title: Data for "New Top-down Estimation of Daily Mass and Number Column Density of Black Carbon Driven by OMI and AERONET Observations"

description: Datasets for the paper "New Top-down Estimation of Daily Mass and Number Column Density of Black Carbon Driven by OMI and AERONET Observations":bc_MCD_NCD_2016.mat includes the MCD and NCD estimation on a day-by-day and grid-by-grid basis, and their standard deviation, respectively. They are estimated for absorbing aerosols (mainly black carbon assumed) based on the combination of OMI and AERONET observations together with Mie theory over South, Southeast, and East Asia in 2016.black
DOI: 10.6084/m9.figshare.25958365.v1
title: The part 1 of dataset Indoor

description: Here we publish the part 1 of the dataset Indoor used in the paper "FM-Based Positioning via Deep Learning".
DOI: 10.6084/m9.figshare.28829459.v1
title: Identification of Novel Mutations in SARS-CoV-2 ORF8 Gene: Insights into Potential Functional Implications

description: This dataset contains supplementary materials related to the identification and analysis of novel mutations in the ORF8 gene of SARS-CoV-2. The files include:<b>Consensus Sequence (FASTA Format) </b>: The complete genome sequence analyzed in this study, highlighting key mutations.<b>Variant Call File (VCF) </b>: Detailed variant calls generated from genomic alignment and annotation pipelines.<b>Mutation List </b>: A curated list of identified mutations, including their genomic positions, amino acid changes, and predicted functional impacts.<b>Scripts and Code </b>: Custom scripts used for bioinformatics analysis (e.g., mutation calling, annotation, and visualization).These data support the findings reported in the manuscript titled <i>"Identification of Novel Mutations in SARS-CoV-2 ORF8 Gene: Insights into Potential Functional Implications" </i>. The mutations identified, such as <b>ORF8:p.R52I </b>and <b>Q27stop </b>, are potentially novel and may provide insights into viral evolution, immune evasion, and pathogenicity. Researchers are encouraged to reuse and build upon these data to further investigate the biological significance of these mutations.
DOI: 10.6084/m9.figshare.28920623.v1
title: Data for Simulating Thiele’s Equation and Collective Skyrmion Dynamics in Circuit Networks

description: The data that support the findings of this article titled "Simulating Thiele's Equation and Collective Skyrmion Dynamics in Circuit Networks".
DOI: 10.17632/c8k4xrwyd3
title: Artificial Intelligence and Machine Learning in Advertising Research Trends

description: THIS PAPER ENABLES THE MARKETING FIRMS ABOUT HOW AI WILL HELP TO BRING REVOLUTIONS IN ADVERTISING RESEARCH TRENDS
DOI: 10.17632/w7fgy7jvs8
title: Dataset for everyday phrases and words in Indian sign language

description: Recent advancements in sign language recognition technology have significantly improved communication for individuals who are deaf or hard of hearing. Despite these advancements, many people who use sign language still face challenges in everyday interactions due to widespread unfamiliarity with sign language. However, new technologies have greatly enhanced our ability to recognize and interpret sign language, making communication more accessible and inclusive.

This dataset includes images of common phrases in both Indian Sign Language (ISL) and American Sign Language (ASL). The images were captured using a standard laptop webcam with a resolution of 680x480 pixels and a bit depth of 24 pixels. The dataset covers 44 different phrases, each represented by 40 images. All images are stored in PNG format. Note that this dataset includes static signs only and does not contain any dynamic sign language gestures.
DOI: 10.17632/yxdw47555s
title: Adaptation to compound climate risks: a systematic global stocktake

description: This is a sub-set of articles selected from the Global Adaptation Mapping Initiative based on their evidence of adaptation-related responses to compound climate change impacts/events. The columns include coding conducted by the review team in order to publish a paper on the state of knowledge for human responses to compound climate events.
DOI: 10.6084/m9.figshare.19426775.v7
title: scz2022

description: GWAS summary statistics from the Psychiatric Genomics Consortium (PGC)
DOI: 10.6084/m9.figshare.8234246.v3
title: Nederlof I et al. Comprehensive evaluation of methods to assess overall and cell-specific immune infiltrates in breast cancer.

description: Supplementary data tables from Nederlof I et al. Comprehensive evaluation of methods to assess overall and cell-specific immune infiltrates in breast cancer. <br>- The microscopic, methylomic and transcriptomic based immune infiltration scores and fractions. Reported on H&E (sTIL, itTIL), Tissue Micro Array (TMA; CD3, CD4, CD8, CD20, CD68, FOXP3), digital TMA (CD3, CD4, CD8, CD20, CD68), Whole Slides (WS; CD3, CD4, CD8, CD20, CD68, FOXP3), and digital WS (CD3). <br>- The sort of data available for each patient. Table lists transcriptomic data (RNAseq), methylomic data, Tissue Micro Array (TMA), Whole Slides (WS), Haematoxylin & Eosin slides (H&E), and whole genome sequencing (WGS). <br>- Reports on the statistical differences of the distribution of clinical and pathological characteristics for each data type available versus the samples that do not have this data type available. Data types tested are transcriptomic, methylomic, Tissue Micro Array (TMA) and Whole Slides (WS)
DOI: 10.17632/n6bzf2nzj6
title: Data for: RNA-seq data analysis of stimulated hepatocellular carcinoma cells treated with epigallocatechin gallate and fisetin reveals target genes and action mechanisms (Part1 - epigallocatechin gallate treatment)
DOI: 10.6084/m9.figshare.13637219.v1
title: S12: Comparison of factorized and empirical sources. Tracking Proterozoic–Triassic sediment routing to western Laurentia via bivariate non-negative matrix factorization of detrital provenance data

description: Supplemental Table S12: Comparison of factorized and empirical sources.
DOI: 10.6084/m9.figshare.25432924.v1
title: RNA sequence.rar

description: RNA sequence
DOI: 10.6084/m9.figshare.5598961.v1
title: VOILA 2015 Supplement - Data Science Skills - Ontology-Guided, Visual Exploration

description: Supplementary snapshots for the publication <br>Dadzie, A.-S., Domingue, J. (2015). Visual Exploration of Formal Requirements for Data Science Demand Analysis, at the ISWC 2015 Workshop Visualizations and User Interfaces for Ontologies and Linked Data (VOILA 2015), Bethlehem, Pennsylvania, USA, pp.1-12.<br>
DOI: 10.17632/4pgc87nhbm
title: Replication files for "Trade Flows and Exchange Rates: Importers, Exporters and Products"

description: This dataset includes replication codes for "Trade Flows and Exchange Rates: Importers, Exporters and Products" by Michael Devereux, Wei Dong and Ben Tomlin.
DOI: 10.17632/9r8dpw7x7w
title: What is the best method for dental caries detection?

description: Sheet about data collection of the systematic review about the comparison of methods of dental caries detection.
DOI: 10.17632/g5drx9kpkr
title: Data for: POLYMER GEL CONFORMANCE ON OIL RECOVERY IN FRACTURED MEDIUM : VISUALIZATION AND VERIFICATION

description: The above data set is belong to my study ; 1st one is the mathlab code used, 2nd one is the all figures created during the study, 3rd one is the experimental results.
DOI: 10.17632/wb2n39sgbp
title: Cognitive Triad Dataset: Understanding Beck's Cognitive Triad Mechanism in an Individual from Social Media Interactions

description: The Cognitive Triad Dataset (CTD) is used to understand Beck's cognitive triad mechanism in an individual, which is crucial for early diagnosis and prognosis of depression. The Cognitive Triad Dataset (CTD) contains 5886 messages, including 4706 from the Tweeter, 600 from the Time-to-Change blog, and 580 from Beyond Blue personal stories. Six well-trained annotators manually labeled the data. This data includes six classes: self-negative, world-negative, future-negative, self-positive, world-positive, and future-positive. The CTD was evaluated on various sentiment classification algorithms. The dataset will assist in understanding Beck's Cognitive Triad Inventory (CTI) items in an individual's social media messages.
DOI: 10.17632/x2r86kfrhp
title: Indonesian Travel Reviews for Text Summarization

description: The dataset is intended for summarizing texts that can be used in extractive or abstractive approaches. This data is from year 2018-2022 and has three categories attraction, hotel, and restaurant. Each category consists of 100 different objects, resulting in a total of 300 objects across all categories. Each object has 5 reviews and 1 ground truth. The ground truth is a summary reference created by 3 experts, with 2 individuals holding bachelor's degrees in Indonesian Language and Literature Education and having worked as teachers for more than 2 years. The remaining person holds a bachelor's degree in Indonesian Literature and has 2 years of experience as an NLP annotator. Each category folder, such as the 'attraction' folder, contains 4 subfolders, each of which holds 25 objects.
DOI: 10.25452/figshare.plus.22903130.v1
title: Dataset supporting Figure 5: Environmental Data

description: <strong>Organisms exhibit extensive variation in ecological niche breadth, from very narrow (specialists) to very broad (generalists). Paradigms proposed to explain this variation either invoke trade-offs between performance efficiency and breadth or underlying intrinsic or extrinsic factors. We assembled genomic (1,154 yeast strains from 1,090 species), metabolic (quantitative measures of growth of 843 species in 24 conditions), and ecological (environmental ontology of 1,088 species) data from nearly all known species of the ancient fungal subphylum Saccharomycotina to examine niche breadth evolution. We found large interspecific differences in carbon breadth stem from intrinsic differences in genes encoding specific metabolic pathways but no evidence of trade-offs and a limited role of extrinsic ecological factors. These comprehensive data argue that intrinsic factors driving microbial niche breadth variation.</strong>
<br>
This item includes raw and underlying data associated with Figure 5 in the manuscript. 
<br>
These items were used to assess differences in isolation environments between generalist and specialist yeasts. 
<br>
Each item (when appropriate) includes a README.txt file that includes specific information about the analysis, file structure, and folder structure. 
<br>

 <strong>budding_yeasts_isolations.owl </strong>- Ontology of isolation environments generated for the budding yeasts. This file is in OWL (web ontology language)  format. Details on this file format can be found here: https://www.w3.org/TR/owl2-primer/ 
 <strong>budding_yeasts_isolations.owx </strong>- Ontology of isolation environments generated for the budding yeasts. This file is in OWX format. Details on this file format can be found here: https://www.w3.org/TR/owl-xml-serialization/
  <strong>PCA_distance_matrix.csv</strong> - CSV file containing the species-to-species distances generated from the phylogenetic PCA of growth rate data. These distances are used in Fig C and a subset of the PCA is shown in Fig 5D.
DOI: 10.6084/m9.figshare.28682057.v1
title: Data Strategies has your organization implemented to overcome the challenges associated with AI-driven BI adoption.doc

description: Strategies for AI-Driven Business Intelligence Systems in the Malaysian Insurance Industry
DOI: 10.6084/m9.figshare.9952508.v1
title: 4.2 trajectories relative to body 1 from A curious observation of phenomena occurring during lapping/polishing processes

description: We demonstrate that the kinematics of the polishing process is more intriguing than an idealized planetary movement as all the previous studies reported. In reality, the workpiece is pseudo-constrained by the planetary carrier and because of this its relative motion to the polishing pad also incurs a ‘parasitic’ movement that previously has not been observed. Here, we report and model this parasitic movement and quantify its effect upon the workpiece surface roughness. Using a motion capture system, the principal and ‘parasitic’ movements between the sample and polishing tool have been tracked and our models validated. It is proved that considering this parasitic movement the prediction of workpiece surface morphology can be significantly improved when compared with the idealized approach (i.e. planetary). Our observations and modelling framework open the avenue to carefully consider the compliance between the tools and workpiece in other manufacturing processes for accurate predictions of the process outcomes.
DOI: 10.17632/75883wxhc6
title: Data for "Monetary Policy Surprises and Corporate Investment Growth in China"

description: The data set includes all the data and code used to generate the tables and figures in the manuscript "Monetary Policy Surprises and Corporate Investment Growth in China" with detailed instructions in the Readme file and detailed notations in the do file and R script. For detail, see the Readme file .
DOI: 10.6084/m9.figshare.13109615.v2
title: Oral Glucose Tolerance Test Results

description: Oral Glucose Tolerance test (OGTT) results from samples of PRJEB40767 dataset. Data collected from a shotgun metagenomics sequencing of the gut microbiome of obese female rats upon long term treatment with a panel of weight loss drugs.Rats were tested with OGTT at Day 36 of a 42-day long treatment with a panel of different weight loss drugs. <br>
DOI: 10.6084/m9.figshare.1477009.v1
title: Excel spreadsheet on Natural Gas Aquisition Program

description: Download the Excel spreadsheet on Natural Gas Aquisition Program here: https://d396qusza40orc.cloudfront.net/getdata%2Fdata%2FDATA.gov_NGAP.xlsx (original data source: http://catalog.data.gov/dataset/natural-gas-acquisition-program)
DOI: 10.6084/m9.figshare.25549561.v4
title: 150-year daily data (1870 –2021) in lakes and rivers reveals intensifying surface water warming and heatwaves in the Pannonian Ecoregion (Hungary)

description: Study regionPannonian Ecoregion, Hungary.Study focusBridging the gap between atmospheric influences and aquatic environments, this study embarked on a comprehensive reconstruction of daily surface water temperatures across lakes and rivers within the Pannonian Ecoregion over an extensive period of 150 years (1870–2021).New hydrological insights for the regionThe analysis revealed a clear warming trend in waters over the past 150 years, and majority of this warming occurred in recent three to four decades (average warming rate: 0.317 °C/decade). Seasonal patterns indicated that winter and spring exhibited faster warming rates, followed by autumn and summer. There has been a significant increase in the number, duration, and intensity of heatwaves in both lakes and rivers, particularly pronounced in the last 30 to 40 years, and with the rise of air temperatures, river and lake heatwaves tend to intensity. These findings underscore the escalating impact of climate change on freshwater systems in the Pannonian Ecoregion, emphasizing the urgent need for mitigation measures. As the first study on river and lake heatwaves in Hungary and one of the few studies on river heatwaves worldwide, this study will provide reference for analysing extreme thermal events in aquatic systems.<br><br>Please cite our accompanying scientific paper when utilizing this data.<br>Li, H., Sun, J., Zhou, Q., Sojka, M., Ptak, M., Luo, Y., Wu, S., Zhu, S. and Tóth, V.R. (2024) <b>150-year daily data (1870–2021) in lakes and rivers reveals intensifying surface water warming and heatwaves in the Pannonian Ecoregion (Hungary)</b>. <i>Journal of Hydrology: Regional Studies </i>56, 101985. <i>https://doi.org/10.1016/j.ejrh.2024.101985</i>
DOI: 10.6084/m9.figshare.11980359.v1
title: Elasmosaurid phylogeny and paleobiogeography, with a reappraisal of <i>Aphrosaurus furlongi</i> from the Maastrichtian of the Moreno Formation

description: The holotype of the elasmosaurid <i>Aphrosaurus furlongi</i> from the Maastrichtian levels of the Moreno Formation is redescribed and considered a valid species based on one autapomorphy, a deep trough in the ventral surface of vertebral centra of the posterior cervicals, and the following combination of features: wide and short clavicle-interclavicle complex with concave anterior border and without posterior medial process or medial ventral keel, humerus with anterior depression, and posterior limb with accessory element on the posterior margin. The phylogenetic analysis recovered <i>A</i>. <i>furlongi</i> as an elasmosaurid within Weddellonectia. The phylogenetic analysis generated a new topology of Elasmosauridae. A new clade, Euelasmosaurida, is recovered, including all post-Cenomanian elasmosaurids other than <i>Zarafasaura oceanis</i>. Euelasmosaurida is composed of two main clades: Elasmosaurinae and Weddellonectia. The latter includes mostly Weddellian elasmosaurids, including Aristonectinae. Based on the new phylogenetic results, the evolution of key cranial and postcranial characters is discussed. Two key intervals of elasmosaurid evolutionary history are recognized: the Cenomanian, with the appearance of Euelasmosaurida, and the Santonian, with the differentiation of Weddellonectia and Elasmosaurinae.
DOI: 10.6084/m9.figshare.13471338.v3
title: Bern2019WDP data

description: The study “Continuous recording of vital signs with a wearable device in pediatric patients undergoing chemotherapy for cancer – an operational feasibility study” (NCT04134429) recruited patients from November 2019 to January 2020 in a single center, the Department of Pediatrics, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland. Nine different vital signs and health indicators, plus quality scores to six of them, were recorded by the wearable device (WD) Everion® during a total of 274 days (6576 hours) in 20 patients (study period of 14 days each patient). This resulted in 85’854 measuring points, which are a total of 772’686 measurements of vital signs and health indicators, plus 515’124 quality scores. Additionally, non-WD data like side effects, acceptability and usability, reasons not to wear the WD, and effort for the investigators was collected. 20 files, one per patient, contain the WD data e.g. the vital signs and their quality score recorded by the WD. A Readme file explains all the variables. One file contains the non-WD data of all 20 patients on administration, follow-up and outcomes of the daily CRF. Another Readme file explains all the variables.One additional file contains the R-script used to get the WD data.
DOI: 10.6084/m9.figshare.14672850.v2
title: UntitResults of docking of aminothioureas at the SARS-CoV-2 S-protein – human ACE2 interfaceled Item

description: 1. Structures (in smiles format), and FlexX, Vina, HYDE, and ChemPLP docking scores of docking 1820 aminothioureas to the SARS-CoV-2 S-protein – human ACE2 interface
DOI: 10.6084/m9.figshare.24419200.v1
title: Media news and reports referred in "Hidden hurdles in Agricultural Water Scarcity Assessments"

description: This file contains media news and reports from the locals of southern China aiming at laterally verifying the severe and overlooked situation of water scarcity in southern China. It lists details of every item including title, information source, key information, and so on. We collected and exhibited media news and reports in English and in Chinese, respectively. We also downloaded every item so as to refer to and check offline.
DOI: 10.17632/3s6bw43tjn
title: ResearchGate Perfiles Investigadores Socios OCyT 

description: Perfiles extraidos de ResearchGate de investigadores de universidades social del OCyT
DOI: 10.6084/m9.figshare.19655757.v3
title: Moringa oleifera Fruit Extract As a Potential Antioxidant Against Liver Injury By 2-Nitropropane Induction In Obese Male Mice Model: Pre-Clinical Study

description: This study was conducted to observed the power of antioxidant against liver injury by 2-Nitropropane induction in an obese male mice model.
DOI: 10.6084/m9.figshare.21569175.v1
title: Bathymetry data of glacial lakes in the greater Himalaya

description: The data set includes the bathymetry of 16 glacial lakes (Bechung Tsho, Bencoguoco, Bielongco, Cirenmaco, Galong Co, Guangxieco, Jialong Co, Jinwongco, Luggye Tsho, Maqiongco, Poiqu No.1, Ranzeriaco, Raphstreng Tsho, Rewuco, Shishapangma No.1, Talongco): 1. ".csv" is the bathymetry measurements data, the name is lake name+collection time, and the coordinate system is WGS1984; 2. ".grd" is the bathymetric interpolation by Kriging method, "WGS" is WGS1984 geographic coordinate system, ".Prj" is UTM projection coordinate system; 3. ".srf" is the project of software Surfer (v15), using Prj projection; 4. "Lake name_Point" is the lake bathymetry data of the UTM projection coordinate system, which is the same as the ".csv" data. <br> Plese cite as: Zhang, G., T. Bolch, T. Yao, D. R. Rounce, W. Chen, G. Veh, O. King, S. K. Allen, M. Wang, and W. Wang (2023), Underestimated mass loss from lake-terminating glaciers in the greater Himalaya, Nature Geoscience, doi: 10.1038/s41561-023-01150-1
DOI: 10.6084/m9.figshare.22308759.v1
title: LOW-COST IRRIGATION MANAGEMENT SYSTEM: IMPROVING DATA CONFIDENCE THROUGH ARTIFICIAL INTELLIGENCE

description: ABSTRACT A common scenario in the developing countries is the low income and less education of producers. Thus, the tools used for irrigation management must be cheap and easy to handle. In this work, an autonomous and low-cost network of micro-weather stations has been developed for irrigation management. Simulations were performed to evaluate the ability of intelligent systems to compute evapotranspiration with noisy and insufficient data. The network of micro-weather stations was then applied to autonomous irrigation management of a crop of bell peppers. Statistical analysis was performed on data from the developed system and a standard weather station. The results show no statistical difference between the values of evapotranspiration calculated with data from these two sources. The developed system performed with a coefficient of determination of 0.968, mean absolute error of 0.055 mm day−1, and root mean square error of 0.063 mm day−1. The study shows that low-cost intelligent systems can be used as viable tools for efficient irrigation management.
DOI: 10.6084/m9.figshare.23643669.v2
title: CrysMMNet data

description: This is the multimodal (Graph+Text) dataset we propose in our recent work "CrysMMNet: Multimodal Representation for Crystal Property Prediction"