cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.20486910.v4
title: Tweets discussing the Russia/Ukraine War

description: We used the Twitter API (V2) to collect all tweets, retweets, quotes and replies containing case-insensitive versions of the hashtags: #(I)StandWithPutin, #(I)StandWithRussia, #(I)SupportRussia, #(I)StandWithUkraine, #(I)StandWithZelenskyy and #(I)SupportUkraine. These were obtained from February 23rd 2022 00:00:00 UTC until March 8th 2022 23:59:59 UTC, the fortnight after Russia invaded Ukraine. We queried the hashtags with and without the `I', a total of 12 query hashtags, collecting 5,203,746 tweets. The data collected predates the beginning of the Russian invasion by one day. These hashtags were chosen as they were found to be the most trending hashtags related to the Russia/Ukraine war which could be easily identified with a particular side in the conflict. We calculated Botometer results on 483,100 (26.5%) of accounts. These accounts were randomly sampled from a list of all unique users in our dataset which posted in English. This random sample leads to an approximately uniform frequency of Tweets from accounts with Botometer labels across the time frame we considered. We include the language dependent and language independent results from Botometer, including the Complete Automation Probabilities (CAP) and each of the sub-category scores for different bot types. Moreoever, we include the display scores and raw scores from Botometer for each account. More information about the Botometer scores can be found at this link: https://rapidapi.com/OSoMe/api/botometer-pro/details You can find our paper here: https://arxiv.org/abs/2208.07038
DOI: 10.6084/m9.figshare.28518176.v1
title: Pythagorean Self-Awareness Intervention for Alcohol Relapse Prevention: A Randomized Pilot Controlled Trial

description: In this randomized pilot controlled trial, we assessed the influence of PSAI on a variety of clinical outcomes, such as the prevention of alcohol relapse, the reduction of stress, and the enhancement of cognitive function. Our results underscore the statistically significant advantages of PSAI, such as enhancements in cognitive functions, healthy lifestyle practices, and sleep quality, as well as decreases in stress levels, cortisol concentration, and alcohol consumptions. These findings offer compelling preliminary evidence in support of the incorporation of PSAI into clinical practice for the management of AUD<i>*Text in greek within dataset does not affect reproducibility </i><br><br>
DOI: 10.6084/m9.figshare.28847369.v1
title: Dataset Textual Entailment from Use Case Diagram

description: The textual entailment dataset was directly built using a custom dataset development method, which concentrated on textual entailment within use case diagrams, their specifications, and English-language SRS documents
DOI: 10.17632/5sj8d5vtg2
title: Subicular neurons encode concave and convex geometries

description: This repository contains data associated with the article: Sun Y, Nitz DA, Xu X, Giocomo LM. Subicular neurons encode concave and convex geometries. Nature (2024).

All the data was collected by Dr. Yanjun Sun in Dr. Lisa Giocomo's Lab at Stanford University School of Medicine. Due to storage limits, each folder contains data from one set of experiments from five mice, which is sufficient to reproduce, verify, and extend the key findings in the study. The complete dataset is also available upon reasonable request to the corresponding authors.
Contact: yanjuns@stanford.edu
DOI: 10.17632/zx63d6fkkt
title: Metacognitive Awareness Scale

description: The metacognitive awareness scale is meant for adolescents and adults from secondary to higher education level students. Its purpose is to differentiate between high and low level of students in relation to metacognition. It may be helpful in identifying students with poor metacognitive level who may need counseling or training to help them move towards high achievement. 
The present scale may be used to know the level of Metacognitive Awareness (knowledge of cognition and regulation of cognition) among students stydying at secondary to post-graduate level. It can be administered either individually or in group. There is no time limit for the completion of scale; however, an individual requires 30 minutes to respond to all the items of the scale.
DOI: 10.48420/24087921.v1
title: Scanning Electron Microscope data of UOCs for PhD Thesis "Investigation of the water abundance and H-isotope composition of unequilibrated ordinary chondrites"

description: Scanning Electron Microscope (SEM) data of unequilibrated ordrinary chondrites (UOCs), divided into separate folders for each individual sample. Folders are subdivided and contain:BSE_Overview.bmp - A backscattered electron (BSE) image of the whole UOC sample[<i>NAME</i>]_[<i>ELEMENT</i>].bmp - Individual X-ray maps for each element across the whole sampleMatrix - Folder containing higher resolution BSE and X-ray maps of potential fine-grained matrix regions. Areas are numbered. In some cases may also contain:[<i>NAME</i>].pptx - A powerpoint file with individual matrix regions which have had energy dispersive spectrum (EDS) analysis on them. Regions of matrix are labelled with mineral compositions.[<i>NAME</i>] numbered.png - A BSE image of the whole UOC sample with numbered representing the fine-grained matrix regions found in the 'Matrix' folder.After SIMS - A folder containing BSE images of areas which have undergone secondary ion mass spectrometry (SIMS) analysis but not yet been repolished. Regions of SIMS can be clearly identified by their lack of gold coating. Within this folder there may also be[<i>NAME</i>] numbered.png/.xcf - An image or GIMP file showing the locations of SIMS measurements across the whole sample.Normalised - Folder containing X-ray maps for the whole sample normalised to look like heat maps (only a few samples have this folder).Some samples will not contain all of the above folders if they were falls or did not contain much fine-grained material and therefore did not undergo further analysis than initial observations.
DOI: 10.6084/m9.figshare.1217507.v3
title: Test4

description: Testing
DOI: 10.6084/m9.figshare.4986389.v3
title: Polarized Optical Microscopy (POM)images

description: The synthesized mesophases were first characterized by polarized optical microscopy (POM) imaging and results are uploaded using Nikon ECLIPSE LV 100 POL microscope. A high intensity 50 W halogen light source was used for optical microscopy.The focal conic texture is the important characteristic of the hexagonal liquid crystals.
DOI: 10.17632/gm7w587c5x
title: Indian Education Data Set

description: Data set used for the estimation of the models in the paper titled ``Public Expenditure on Schooling, Informality and Distributional and Macro-Economic Outcomes".
DOI: 10.6084/m9.figshare.13041977.v1
title: Krause et al. (2020) Earth's Future

description: Files include simulated carbon pools in the LPJ-GUESS simulations used in Krause et al. (2020), either as globally aggregated time-series (1850-2099) or on grid-cell level (0.5° x 0.5°) for specific years. For more information about the simulations see Table S1 in Krause et al. (2020), <i>Earth's Future</i>.<br>
DOI: 10.6084/m9.figshare.22043663.v2
title: DATABASE

description: This is the dataset included in the paper "Causes of time and cost overruns in construction projects: a scoping review"
DOI: 10.6084/m9.figshare.27093895.v1
title: Impact of tropical cyclones on sediment dynamics over the inner shelf of the East China Sea: path stripping and superposition

description: The dataset comprises modeling results of sediment dynamics in the East China Sea under the impact of tropical cyclones with varying paths.
DOI: 10.6084/m9.figshare.28375412.v1
title: Genome annotation file of the<i>Saccharosydne procerus</i>

description: Genome annotation file of the Saccharosydne procerus
DOI: 10.6084/m9.figshare.22782404.v1
title: Dasypeltis data

description: This study examined if African egg-eating snakes show preference for which eggs they eat.
DOI: 10.6084/m9.figshare.28612385.v1
title: IDWE_CHM (2000–2023)

description: A retrospective daily precipitation dataset covering mainland China from June 1, 2000 through December 31, 2023. It is provided at ~0.1° spatial resolution (approximately 10 km). This high-resolution long-term dataset offers a consistent record of precipitation produced by the IDWE method, making it valuable for historical analysis and research.For a comprehensive description of the project, please refer to:<br><b>An Incremental Dynamic Weighting Ensemble Framework for Long-Term and NRT Precipitation Prediction</b><br>https://figshare.com/projects/An_Incremental_Dynamic_Weighting_Ensemble_Framework_for_Long-Term_and_NRT_Precipitation_Prediction/241619<br>The IDWE_CHM dataset provides <b>four precipitation variables</b>, all derived from the ensemble framework but with slightly different modeling approaches:<b>ENS_Reg</b> – A purely regression-based merged precipitation estimate. This product is generated by optimally weighting and combining the input datasets (ERA5-Land, IMERG, GSMaP, etc.) using regression, without additional classification. It serves as a baseline for the IDWE approach.<b>ENS_RegCla1</b>, <b>ENS_RegCla2</b>, <b>ENS_RegCla3</b> – Three variants of a hybrid <i>regression-plus-classification</i> approach (collectively called <b>ENS_RegCla</b>). These are produced by first applying the regression merging (as in ENS_Reg) and then using a classification step to adjust the estimates. The classification is enhanced with incremental learning, meaning the algorithm learns from errors over time. These three variants may correspond to different configurations or epochs of incremental learning, and they generally show improved skill in capturing precipitation occurrence and extremes compared to a regression-only merge.<br>
DOI: 10.6084/m9.figshare.28823159.v6
title: CODERData2.1.0

description: Cancer Organoid Data
DOI: 10.6084/m9.figshare.3496748.v1
title: _双轨合一_培养模式下医学研究生培养的思考_张伟.pdf

description: a good student who like to learn a large number konwleages
DOI: 10.17605/osf.io/z9hfy
title: Control and Homogenization of Climate Data - ENANDES+

description: The control and homogenization of climate data are carried out within the ENANDES+ project at the National Institute of Meteorology and Hydrology of Ecuador (INAMHI). This initiative is developed by the Directorate of Studies, Research, and Hydrometeorological Development – Climatology Area.
DOI: 10.6084/m9.figshare.12071223.v1
title: Supplementary Data for Kogay et al (2020)

description: This dataset contains supplementary data for the bioinformatic analyses presented in:<br>Roman Kogay, Yuri I. Wolf, Eugene V. Koonin, and Olga Zhaxybayeva: Selection for energy savings during protein production drives the GC content and amino acid composition bias in gene transfer agents (under review.)<br><b>Dataset Contents:</b><br><br><b>212_alphaproteobacterial_genomes_list.xlsx:</b> Taxonomic names and RefSeq assembly accession numbers for 212 alphaproteobacterial genomes with GTA regions.<br><br><b>Detected_GTA_homologs.zip:</b> Amino acid sequences of GTA genes detected in alphaproteobacteria and viruses. The filename prefices (g1, …, g15) refer to the GTA gene name, while the filename suffices (_gta, _virus) designate to the gene origin. The sequences are in the FASTA format.<br><br><b>PAML_Branch_siteA_test_alns_trees.zip:</b> Codon alignments and phylogenetic trees that were used as an input for the branch site A model test in PAML. The alignments are in FASTA format and phylogenetic trees are in Newick format. The same phylogenetic trees were also used in the analyses of carbon utilization change in selected viruses. The filename prefices (g2, …, g15) refer to the GTA gene name.<br><br><b>reference_aln_tree.zip:</b> Concatenated alignment of 31 phylogenetic marker genes in 212 alphaproteobacterial genomes in FASTA format (reference_alignment.fasta), information about partitions and substitution models used in phylogenetic reconstruction (reference_partitions.txt), and the reference phylogenetic tree in Newick format (reference_tree.treefile).<br><br><b>ancestral_reconstructions.zip: </b>Alignments and phylogenetic trees that were used in the ancestral sequence reconstruction via FastML. The alignments are in FASTA format and phylogenetic trees are in Newick format. The filename prefices (g6, …, g15) refer to the GTA gene name.<br><br><b>net_carbon_change_bootstrapping.zip:</b> Alignments of selected viruses and their inferred GTA ancestors. These alignments were used to generate 1000 bootstrap replicates to assess significance of the net change in the carbon utilization in selected viral homologs. The alignments are in FASTA format. The filename prefices (g6, …, g15) refer to the RcGTA gene name. The calculated net changes in the carbon utilization across bootstrap replicates are in net_carbon_change_bootstrapping.xlsx file.<b><br><br><br></b><b><br></b>
DOI: 10.6084/m9.figshare.29149736.v1
title: The spatio-temporal evolution law of biomass in Hainan Tropical rainforest based on the fusion of multimodal temporal remote sensing data (2003 - 2023)

description: This study integrated ground-based plot surveys and multi-source remote sensing data to develop a canopy height and aboveground biomass estimation model for Hainan Tropical Rainforest National Park from 2003 to 2023. To support scientific transparency and model reproducibility, a portion of the research data has been organized and made publicly available. The dataset includes the following three categories:<b>1</b><b>、</b><b>Survey data of tropical rainforest plots</b><b>：</b><b>Biomass data of 140 sample plots:</b> Includes 140 sample plots (10 m × 10 m), with information on plot ID, geographic coordinates, forest type, and biomass of tree and understory layers.<b>Biomass data of 64 historical plots:</b> Contains biomass data from 64 historical plots (25.8 m × 25.8 m), including plot ID, location, and aboveground biomass.<b>Data of individual trees from 140 sample plots: </b>Covers detailed measurements of 4,732 individual trees, including species name, diameter at breast height (DBH), tree height, crown volume, and estimated biomass per tree.<b>2</b><b>、</b><b>Forest type distribution data</b><b>：</b>Based on the natural forest classification dataset, GLC_FCS30D land cover data, and ALOS DEM elevation data, this shapefile represents forest type distribution in Hainan Tropical Rainforest National Park from 2003 to 2023 at a 30-meter spatial resolution (WGS 1984 coordinate system).<b>3</b><b>、</b><b>Remote sensing estimation results of biomass and canopy height of tropical rainforests in Hainan from 2003 to 2023</b><b>：</b>Includes annual maps of forest aboveground biomass density and canopy height distribution in Hainan Tropical Rainforest National Park from 2003 to 2023. All data are provided in GeoTIFF format with a spatial resolution of 30 meters, suitable for GIS-based analysis and visualization.
DOI: 10.6084/m9.figshare.13031021.v1
title: Aridity shapefile map - Peru

description: This aridity map was obtained from the global data of Trabucco and Zomer (2019) with a resolution of 30" (~ 1 x 1 km) in the available period 1970-2000 .<br>The polygon shapefile compressed in zip format, is categorized in 1-Hiper arido (Hyper arid); 2-Arido (Arid); 3-Semi arido (Semi arid); 4-Sub humedo seco (Dry sub-humid); 5-Humedo (Humid).
DOI: 10.6084/m9.figshare.19306787.v3
title: Supplementary File S4d – Omicsbox GFF3 annotation of protein coding genes in the scaffolds

description: This files contains information about functionally-annotated protein-coding genes for the scaffolded version of the <em>O. australiensis</em> Keep River genome assembly stored at NCBI in contig form: JAIFGZ000000000. Scaffolds can be obtained using the AGP file provided in this repository to order and orient the contigs. Note: contigs that could not be placed within scaffolds were annotated as individual contigs, not as ChrUn. Therefore, when using the AGP file to build scaffolds from the contigs, ChrUn lines should be excluded. Also note: this files contains annotations for the discarded contigs (REPEAT, JUNK and HAPLOTIG).
DOI: 10.6084/m9.figshare.20411483.v1
title: Supplementary data for Islam et al. 2022 - Benchmark of initialization, normalization and objective function

description: All results from the benchmarking of the different options available in SigProfilerExtractor for matrix normalization, NMF initialization, and NMF objective function.
DOI: 10.6084/m9.figshare.25283317.v3
title: Haliotis asinina genome annotations

description: Predicted proteins in fasta format.orf_aa_asinina_all_isoforms.fasta file includes all isoforms in H. asinina genomeorf_longest_isoform_per_gene.fa file includes one isoforms (the longest) per gene in H. asinina genomeIsoform_counts_H_asinina.csv file includes counts data of Iso-Seq from from all tissue typesasinina_ref.transcripts.fa file includes the nucleotide sequence of each isoform. H_asinina_genome_features.gff includes the gene models and features (gene, exon, CDS, UTR, codons, etc.)
DOI: 10.6084/m9.figshare.25540567.v3
title: Measurement point overview and preprocessing thresholds

description: Summary information for each measurement point included in the published data set including min and max thresholds used for preprocessing.
DOI: 10.6084/m9.figshare.28389140.v1
title: ULS analysis.zip

description: Data for the paper: <b>Analysis of geometric and radiometric factors affecting measurement results of civil engineering structures with different scanning drone types</b>
DOI: 10.6084/m9.figshare.28628099.v1
title: Transmission Mechanisms and Persistence of the Great Depression in Italy

description: Collection and organization of monthly historical economic data for interwar Italy, partly used within the doctoral thesis "Transmission Mechanisms and Persistence of the Great Depression in Italy". Dataset includes high frequency time series on labor market outcomes, trade barriers, public finances, financial variables.
DOI: 10.6084/m9.figshare.5128225.v1
title: Supplementary Material for: Extracellular Uridine Triphosphate and Adenosine Triphosphate Attenuate Endothelial Inflammation through miR-22-Mediated ICAM-1 Inhibition

description: Adenosine and uridine triphosphate (ATP and UTP) can act as extracellular signalling molecules, playing important roles in vascular biology and disease. ATP and UTP acting via the P2Y<sub>2</sub>-receptor have, for example, been shown to regulate endothelial dilatation, inflammation and angiogenesis. MicroRNAs (miRNAs), a class of regulatory, short, non-coding RNAs, have been shown to be important regulators of these biological processes. In this study, we used RNA deep-sequencing to explore changes in miRNA expression in the human microvascular endothelial cell line HMEC-1 upon UTP treatment. The expression of miR-22, which we have previously shown to target ICAM-1 mRNA in HMEC-1, increased significantly after stimulation. Up-regulation of miR-22 and down-regulation of cell surface ICAM-1 were confirmed with qRT-PCR and flow cytometry, respectively. siRNA-mediated knockdown of the P2Y<sub>2</sub>-receptor abolished the effect of UTP on miR-22 transcription. Leukocyte adhesion was significantly inhibited in HMEC-1 following miR-22 overexpression and treatment with UTP/ATP. In conclusion, extracellular UTP and ATP can attenuate ICAM-1 expression and leukocyte adhesion in endothelial cells through miR-22.
DOI: 10.6084/m9.figshare.7542953.v2
title: THD for patients in Vietnam

description: THD for patients in Vietnam
DOI: 10.6084/m9.figshare.105888.v2
title: Table of beech cpDNA haplotypes: fragment length of 3 primer sets

description: This is a table describing the cpDNA haplotypes found in beech (<em>Fagus sylvatica</em>) populations in Greece and European Turkey. Three primer sets were used (ccmp4, 7 and 10) and the length of the fragments is listed for each haplotype. This table is taken from the article "High chloroplast haplotype diversity in Greek populations of beech (Fagus sylvatica L.), by S.Hatziskakis, A.C.Papageorgiou, O.Gailing, R.Finkeldey, Plant Biology, Volume 11, Issue 3, pages 425–433, May 2009".
DOI: 10.6084/m9.figshare.29120054.v1
title: Raw Data for the Spaeth/Richmann CS Test and Attention Test in the experiment

description: Raw Data for the Spaeth/Richmann CS Test and Attention Test in the experiment, organised horizontally in Visual, Visual-Auditory, Auditory, and Sham conditions with the timepoints
DOI: 10.6084/m9.figshare.29127764.v1
title: .acrylic teeth fructure forces

description: Test Edilen Diş Malzemeleri
DOI: 10.6084/m9.figshare.6890561.v1
title: Spatial arrangement of proteins using scCro-tag: application for an <i>in situ</i> enzymatic microbead assay

description: In natural systems, various metabolic reactions are often spatially organized to increase enzyme activity and specificity. Thus, by spatially arranging enzyme molecules in synthetic systems to imitate these natural systems, it is possible to promote a high rate of enzymatic turnover. In this present study, a normal and mutant form of the scCro DNA-binding protein were shown to bind orthogonally to specific recognition sequences under appropriate conditions. Furthermore, these DNA-binding tags were used to establish an enzyme assay system based on the spatial arrangement of transglutaminase and its substrate at the molecular level. Together, the results of the present study suggest that the scCro-tag may be a powerful tool to facilitate the synthetic spatial arrangement of proteins on a DNA ligand. A cryptic plasmid pHM1519 contains repA gene encoding an essential replication initiator protein RepA. Altered RepA initiator by copA1 mutation induced elevation in copy number of pHM1519 ori-replicon plasmid.
DOI: 10.17632/6wyfr3ct5x
title: Customizable Recorder of Animal Kinesis (CRoAK): A Multi-axis Instrumented Enclosure for Measuring Animal Movements

description: We designed a novel device, called CRoAK, to quantify the movements of small animals in response to acoustic stimulation. We built our setup in a mini acoustically insulated chamber in which we suspended a small acoustically transparent animal enclosure. On the bottom of the enclosure, we attached an Arduino controlled 9 Degrees of Freedom (9DoF) Inertial Measurement Unit (IMU) that combines three different 3-axis sensors, an accelerometer (linear acceleration), a gyroscope (angular velocity), and a magnetometer (direction of the magnetic field). In our implementation of CRoAK, we relied solely on the gyroscope to quantify the motion of the enclosure in response to the movements made in response to a stimulus. We did not use the accelerometer in this implementation because we anchored the suspended enclosure to minimize oscillations in the system after perturbation by an animal’s movement. This means that, by design, we eliminated the possibility of linear translation such that movements would result in angular displacement of the enclosure that could be captured by the gyroscope. Other users may find the accelerometer more useful in customized implementations of CRoAK more suitable to their purpose. We also did not use the magnetometer in our single-speaker setup, but it could be used in multi-speaker implementations of CRoAK to measure perturbations of the local magnetic field that occur when different speakers are being driven, for example, to coordinate movements with sounds broadcast from different directions. Here we provide CAD figures of the device along with the Arduino code that was used to collect data from the sensor.