cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.27248703.v2
title: Supplementary datasets (numerical source data) concerning the manuscript entitled "Exposure of gut bacterial isolates to the anthelminthic drugs, ivermectin and moxidectin, leads to antibiotic-like phenotypes of growth inhibition and adaptation."

description: Due to their broad-spectrum activities, ivermectin and moxidectin are widely used anthelminthics in veterinary and human medicine. However, ivermectin has recently been shown to perturbate bacterial growth. Given the macrolide-like structure of both ivermectin and moxidectin, there is a need to characterize the antibiotic spectrum of these anthelminthics and their potential implications in the development of cross-resistance to macrolides and other families of antibiotics. Here, we characterize growth dynamics of 59 bacterial isolates in presence of ivermectin and moxidectin. Further, we assessed the effect of repeated anthelminthic exposure in 5 bacterial isolates on sensitivity to different antibiotics, both via growth dynamics and minimal inhibitory concentration. We found, that anthelminthic growth phenotypes are comparable to a selection of tested antibiotics. Bacterial anthelminthic challenging resulted in decreased anthelminthic sensitivity, and to some extent, decreased antibiotic sensitivity. Hence, potential off-target effects of large-scale administration of ivermectin and moxidectin should be carefully monitored.
DOI: 10.6084/m9.figshare.28546976.v1
title: Supplementary File 3: 75p_AA_SC

description: Supplementary File 3: 75p_AA_SC
DOI: 10.6084/m9.figshare.28734548.v1
title: E-course dataset

description: E-course dataset with structure taxonomy
DOI: 10.17632/vxw9ppr6th
title: Pulsating Flow-Enhanced Signal Amplification for Battery Thermal Runaway Warnings

description: 1. Detrended data (Figure 10)
2. Data processed using Complex Morlet Wavelet Transform (Figure 12)
3. Thermal runaway signal with added uniform random noise (Figure 13)
DOI: 10.6084/m9.figshare.11436522.v2
title: spot4_14725_BW91_SM250.zip

description: radio channel measurement of 144-element uniform cylindrical antenna array at 1.4725GHz
DOI: 10.6084/m9.figshare.27310872.v1
title: The chromosome-level genome of Phellodendron amurense

description: The chromosome-level genome of Phellodendron amurense
DOI: 10.17632/byxc5ycv8c
title: Naturalisation Statistics in Turkey (1930-2009)

description: These data were compiled within the scope of the author's doctoral thesis research on ‘Turkish Migration Policy’. These data contain numerical information on the persons who were naturalised as Turkish citizens, who were renounced Turkish citizenship and who renounced Turkish citizenship with permission after 1930 in Republican Turkey. 

The purpose of compiling the data is to determine what kind of results the Turkish immigration policy has created in terms of naturalisation in the historical process. 

The language and explanations of the table are in Turkish.
DOI: 10.17632/gswj9rcv7d
title: Accelerated optimal design of high-performance Mg alloys through integration of Bayesian optimization with active machine learning

description: This research investigates the accelerated design of high-performance magnesium (Mg) alloys by integrating Bayesian optimization with active machine learning. The dataset encompasses various alloy compositions and processing parameters, including Zn, Y, Y, Zr, Nd, and Gd concentrations, along with solution treatment, homogenization, extrusion, and aging conditions. Mechanical properties such as Ultimate Tensile Strength (UTS), Yield Strength (YS), and Elongation (EL) are also recorded. Key findings indicate that increased Zn content generally enhances UTS and YS, though at the expense of elongation. Bayesian optimization and machine learning techniques applied to this data enable efficient identification of optimal alloy compositions and processing parameters, significantly accelerating the development of high-performance Mg alloys.
DOI: 10.17632/ptd9fnsrtr
title: Prominent Binary-Feature (Permissions) Frequencies for Android Mobile Benign Apps and Malware Datasets

description: The following academic datasets provided the frequencies of prominent binary-features, namely Android application permission requests* for the negative and positive classes. They are used in analyzing the dataset dissimilarities via the method proposed by Gürol Canbek. Negative/Positive dataset pairs** and their references - DS0 by (Lindorfer et al., 2014). (ANDRUBIS) as it is called "Touchstone Dataset" in the related article - DS1 by (Aswini and Vinod, 2014). (Contagio) - DS2 by (Wang et al., 2014)*** - DS3 by (Yerima et al., 2014)*** - DS4 by (Jiang and Zhou, 2013). (Android Malware Genome Project, AMGP) - DS5 (Peng et al., 2012) Thanks to the authors providing the data. * https://developer.android.com/reference/android/Manifest.permission.html ** DS4 is a positive-class only dataset (it does not negative-class samples) *** DS2 and DS3 positive-class datasets contain DS4 (AMGP) samples.
DOI: 10.6084/m9.figshare.20640195.v1
title: IonCounts Metabolites Fig. 3E and S3H

description: These mass spec ion counts pertaining to data refer to Fig. 3E and Fig. S3H of our manuscript PARP-inhibition reprograms macrophages towards an anti-tumor phenotype; CELL-REPORTS-D-21-05754R2
DOI: 10.6084/m9.figshare.25466350.v1
title: Figure 4C - 4D Source Data - GNN

description: Figure 4C - 4D Source Data - GNN
DOI: 10.6084/m9.figshare.26982169.v1
title: Seismic records

description: Three-component (east, north, and vertical) seismic spectrograms for the four large-scale dam breach experiments.
DOI: 10.6084/m9.figshare.7931495.v1
title: gVCF_HG02562

description: 1000 Genomes gVCF mapped to hs37d5 for HG02562. Complete collection: https://doi.org/10.6084/m9.figshare.c.4414307
DOI: 10.17632/jnpz28sgfx
title: Data for: A Similarity Measurement for Time Series and its Application to the Stock Market

description: The data for our experiments is 285 stocks from the Shanghai Stock Exchange, and the total number of each stock is 1210 collected from trading days ranged from January 1st, 2016 to November 3rd, 2017.
DOI: 10.6084/m9.figshare.21511020.v1
title: A chromosome-level genome assembly and analysis of the triterpenoid saponins biosynthesis in Korean bellflower (Platycodon grandiflorum)

description: Files for the genome sequence, annotation information, and functional annotation of <em>Platycodon grandiflorum</em> File Description Pgrandiflorum_genome_20200814.zip: - Genome sequence and annotation information (gff, cds, protein) of <em>Platycodon grandiflorum</em> Pgrandiflorum_functional_annotation_20221107.zip: - Function annotation files of gene set predicted in genome sequence of <em>Platycodon grandiflorum</em>
DOI: 10.6084/m9.figshare.26459578.v1
title: <b>Genomic and phenotypic characterization of an Oropouche virus strain implicated in the 2023-24 large-scale outbreak in Brazil</b>

description: Supplementary material.
DOI: 10.6084/m9.figshare.27308337.v3
title: Wilson et al. CANINE DISTEMPER VIRUS PHYLOGENETIC STRUCTURE AND ECOLOGICAL CORRELATES OF INFECTION IN MESOCARNIVORES ACROSS ANTHROPOGENIC LAND USE GRADIENTS

description: Herein, we provide data (Complete_data_CDV_vars.csv) and code from a study of mesocarnivores (Wilson et al. Wilson et al. CANINE DISTEMPER VIRUS PHYLOGENETIC STRUCTURE AND ECOLOGICALC9 ORRELATES OF INFECTION IN MESOCARNIVORES ACROSS ANTHROPOGENIC LAND USE GRADIENTSintending to understand what intrinsic and extrinsic (e.g. land use, temperature, precipitation, elevation) were associated with CDV prevalence. We use a generalized linear model to explore relationships between death due to CDV infection and affected species, the spatial distribution of positive and negative cases across land use types, and environmental and host factors associated with infection with a generalized linear model. We also genetically characterized 32 strains from positive animals by amplification and partial sequencing of the CDV H-gene and compared this to reference sequences.
DOI: 10.17632/93kknv5dz5
title: Bayesian Models for Corrosion Growth Rate

description: Stan code for Bayesian model for estimating corrosion growth rate allowing for probabilistic imputation of missing data and partial pooling of information between location.
DOI: 10.6084/m9.figshare.18502661.v1
title: Single-cell RNA sequencing of metastatic testicular seminoma reveals the cellular and molecular characteristics of metastatic cell lineage

description: The Single-cell RNA sequencing data of metastatic testicular seminoma, including tumor tissues, pelvic lymph node (LN1) and renal hilus lymph node.
DOI: 10.6084/m9.figshare.20459367.v1
title: Accelerometer and annotation data for trained assistance dogs performing signalling behaviour on instruction

description: 11 trained dogs each wore an AX3 accelerometer attached to their neck collar, for periods of 10 days on average, sampling XYZ direction at 12.5Hz. During this period they performed a variety of "tricks" on instruction from their owner, such as sit, begup, spin, etc. These were recorded on timestamped videos which were then annotated manually to mark the date/time for each of these behaviours-on-demand and this is the annotations file. These can act as a ground truth for training a machine learning algorithm to recognise canine behaviours from the accelerometer data. 11 CSV files, one for each dog have 4 fields for each row corresponding to the date and time, x, y, and z directional magnitude values, sampled at 12.5 Hz, so 60 x 12.5 = 750 values per minute. The annotation file has 9 fields per row corresponding to a record identifier, the x, y and z directional magnitude values, the sum or Amag value, the 4 character code for the participating dog which matches with the name of a CSV file, the trick or behaviour such as sit, spin anti-clockwise, stand, etc., the time and date of the activity which will match the timestamps in the 11 CSV files. The Mapping Participant to paper index Excel sheet is the mapping of which dog (4 character code) refers to which ID in the paper published about this work.
DOI: 10.6084/m9.figshare.21533073.v3
title: Data of characterizations of the study;Data of experiments of the study;supplementary materials for the manuscript from Activation of bisulfite by LaFeO<sub>3</sub> loaded on red mud for degradation of organic dye

description: YaoLi-Data of characterizations-ESM1;YaoLi-Data of experiments-ESM2;YaoLi-Data of experiments-ESM3
DOI: 10.6084/m9.figshare.22117547.v1
title: data.xls

description: supply chain network data
DOI: 10.6084/m9.figshare.25921042.v4
title: Data generated by different high-throughput omics platforms

description: In-depth multiomic phenotyping provides molecular insights into complex physiological processes and their pathologies. Here, we report on integrating 18 diverse deep molecular phenotyping (omics-) technologies applied to urine, blood, and saliva samples from 391 participants of the multiethnic diabetes Qatar Metabolomics Study of Diabetes (QMDiab). Using 6,304 quantitative molecular traits with 1,221,345 genetic variants, methylation at 470,837 DNA CpG sites, and gene expression of 57,000 transcripts, we determine (1) within-platform partial correlations, (2) between-platform mutual best correlations, and (3) genome-, epigenome-, transcriptome-, and phenome-wide associations. Combined into a molecular network of &gt; 34,000 statistically significant trait-trait links in biofluids, our study portrays “The Molecular Human”. We describe the variances explained by each omics in the phenotypes age, sex, BMI, and diabetes state, platform complementarity, and the inherent correlation structures of multiomics data. Further, we construct multi-molecular network of diabetes subtypes. Finally, we generated an open-access web interface to “The Molecular Human” (http://comics.metabolomix.com), providing interactive data exploration and hypotheses generation possibilities.
DOI: 10.6084/m9.figshare.8143262.v1
title: DataCarmonaJEcol2019.txt

description: Data on a plant competition experiment with eight annual species typical from Mediterranean grassland under two levels of fertilization. Each row corresponds to a pot; in each pot there is either a single individual of the focal species, or an individual of the focal species surrounded by six individuals of a competitor species. Traits of the focal individuals are measured in each pot.<br>
DOI: 10.60893/figshare.sss.28083302.v1
title: 01997-07

description: Fe 2p
DOI: 10.17632/5pt9559jz7
title: Replication files for 'Selection Effects, Inequality, and Aggregate Gains from Trade'

description: The zip folder contains all replication files for "Selection Effects, Inequality, and Aggregate Gains from Trade"  in the Journal of International Economics. The readme file provides all necessary details.
DOI: 10.6084/m9.figshare.23954799.v1
title: The Proximate Composition, Amino Acid Profile, Fatty Acid Content, and Mineral Content of Scale Flour from Three Fish Species as Potential Feeds for Fish Fry

description: <b>Background</b>: Fish scale waste is highly valued both as a food additive and as a functional food ingredient. This study aimed to analyse the chemical composition, fatty acid profile, and mineral content in fish scale flour of Osphronemus (O) goramy, Cyprinus (C) carpio, and Oreochromis (O) niloticus as potential feed for fish fry.<b>Methods:</b> Fish scales were cleaned with 10% w/v NaCl solution at a ratio of 1:10 (w/w) for 24 hours at 4 °C. Agitation was used every eight hours to remove excess protein. Fish scales were evenly arranged in a cooker and cooked at 121 °C for 10 minutes with 15 psi pressure. After cooking, 100 grams of wet fish scales was dried at 50 °C for four hours. Dried fish scales were processed into flour for analysis of chemical composition, amino acid content, fatty acid content, and mineral content.<b>Results:</b> Significant content differences were observed for most chemical components, amino acids, and minerals (p&lt;0.01) in the examined fish scale flour of three fish species, with the crude protein content ranging from 49.52% to 72.94% and the fat content ranging from 0.11% to 0.23%. The magnesium mineral content varied between 767.82 and 816.50 mg/kg, while the calcium content ranged from 3.54 to 12.16 mg/kg. The iron content was within the interval of 40.46 to 44.10 mg/kg, and the zinc content exhibited variability ranging from 45.80 to 139.19 mg/kg. Glycine was the predominant free amino acid (FAA) across all species, with concentrations varying from 13.70% to 16.08%, while histidine had the lowest content, ranging from 0.39% to 0.71%. Conversely, the fatty acid content was lowest among the three species, ranging from 6.73% to 9.48%.<b>Conclusion:</b> Scale flour from three farmed fish types showed potential for fish fry feed due to its chemical composition and amino acid and mineral contents. To enhance the essential fatty acid content, enriching the flour with oils containing eicosapentaenoic acid (EPA), docosahexaenoic acid (DHA), and α-linolenic acid (ALA) is essential.
DOI: 10.6084/m9.figshare.29038580.v1
title: Base de datos

description: Dataset
DOI: 10.6084/m9.figshare.5128528.v1
title: Supplementary Material for: Small Supernumerary Marker Chromosomes in Human Infertility

description: Small supernumerary marker chromosomes (sSMC) are structurally abnormal chromosomes that cannot be unambiguously identified by banding cytogenetics. The objective of this study was to provide an overview of sSMC frequency and characterization in a context of infertility and to review the literature describing sSMC in relation with male and female infertility. Therefore, a systematic literature review on sSMC associated with infertility was conducted by means of a PubMed literature and a sSMC database (http://ssmc-tl.com/sSMC.html) search. A total of 234 patients with infertility were identified as carriers of sSMC. All chromosomes, except chromosomes 10, 19 and the X, were involved in sSMC, and in 72% the sSMC originated from acrocentric chromosomes. Euchromatic imbalances were caused by the presence of sSMC in 30% of the cases. Putative genes have been identified in only 1.2% of sSMC associated with infertility. The implication of sSMC in infertility could be due to a partial trisomy of some genes but also to mechanical effects perturbing meiosis. Further precise molecular and interphase-architecture studies on sSMC are needed in the future to characterize the relationship between this chromosomal anomaly and human infertility.
DOI: 10.6084/m9.figshare.28935080.v2
title: Supplementary material from "From plexiglass to hologram: A path for layered artworks"

description: Video of a full-color hologram of <i>Taxonomy Test 1</i> reconstructed in CHIMERA from nine holostereosynthesized layers. The hologram was printed on 15 × 20 cm U04 plates under illumination of an RGB LED.
DOI: 10.17632/bpc7bz8m6k
title: THE EFFECTS OF PNF STRETCHING AND ICT TECHNIQUE ON INDIVIDUALS WITH UPPER CROSSED SYNDROME: A RANDOMIZED CLINICAL TRIAL

description: UCS is known to be occur in Cervico-lumbar area, this condition leads to postural complications. The muscular imbalance results in arising variety of symptoms for example, pain, spasm, exaggeration of spinal curve, further exceeds to spondylotic changes. PNF is a stretching technique which complies isometric stretch which targets proprioception also. ICT maneuver involves ischemic pressure on the muscle belly which after decompression results in rushing of blood, later breaks down the trigger point beneath the compression site and relieves pain.
DOI: 10.6084/m9.figshare.27909663.v1
title: Raw, normalised, preprocessed and segmented IMC images

description: Output images generated by the automated image processing software SIMPLI (https://github.com/ciccalab/SIMPLI - https://doi.org/10.1038/s41467-022-28470-x).<b>Raw</b>: original images generated by the IMC acquisition. <b>Normalised</b>: raw images individually processed with 99th percentile normalisation by SIMPLI.<b>Preprocesed</b>: normalised images adjusted by threshold and masking by SIMPLI using a pre-defined Cell Profilier pipeline. Images generated in this step are used for the consecutive pixel-based (area_measurements.csv) and cell-based (clustered_cells.csv) analyses.<b>Segmentation</b>: output files from segmentation of the DNA1 channel performed by SIMPLI using StarDist. This step is necessary to identify all areas corresponding to individual nuclei and to proceed with cell-based analyses (clustered_cells.csv).<br>
DOI: 10.6084/m9.figshare.28054874.v1
title: SC-PREC4SA data

description: Files (.csv) for each station that include the nine daily precipitation (mm/day) outputs for the development of a serially complete daily precipitation dataset for South America (SC-PREC4SA) from 1960 to 2015. Each file contains the following information (<b>headers</b>): time step (<b>time_step</b>), raw time series (<b>raw_obs</b>), quality-controlled time series (<b>qc_obs</b>), gap-filling model prediction (<b>mod_pred</b>), gap-filling model prediction with a bias correction (<b>bc_pred</b>), error of gap-filling model prediction (<b>err</b>), quality-controlled time series plus mod_pred (<b>obs_mod</b>), quality-controlled time series plus bc_pred (<b>obs_bc</b>), homogenized time series of obs_mod (<b>hmg_obs_mod</b>); and, homogenized time series of obs_bc (<b>hmg_obs_bc</b>). Due to the number of stations, files are subdivided by ecoregions compressed folders (.zip).
DOI: 10.6084/m9.figshare.8867441.v5
title: Autoservicio de Transformación y de Análisis de Datos

description: Ejemplo sobre ventas en una cadena de tiendas. Son datos generados.<br>
DOI: 10.17632/5dfrzx359s
title: PICTOGRAPHIC ELEMENTS (EMOJIS) IN SOCIAL COMMERCE 

description: The study that used this base proposed the integration of pictographic elements (emojis) as a novel dimension within the realm of social commerce. This database served as the foundation for conducting three distinct experiments, each aimed at exploring various facets of the relationship between emojis and consumer behavior.

Experiment 1 - Presence vs. Absence of Emojis:
The initial dataset comprises two primary conditions: one involving the presence of emojis and the other lacking them. Alongside this, key variables were taken into consideration, including participants' levels of trust, perception of social presence, gender, and age. 

Experiment 2 - Positive and Negative Comment Integration:
Building upon the findings of the first experiment, the second dataset expanded to incorporate an additional layer of complexity: the inclusion of positive and negative comments alongside emojis. 

Experiment 3 - Emojis in Utilitarian vs. Hedonic Contexts:
The third and final dataset delved into the nuanced interrelationship between emojis and the type of service offered. Here, two primary dimensions were considered: the presence or absence of emojis and the categorization of service as either utilitarian or hedonic. This experiment sought to unravel how these factors could impact variables such as purchase intention, shedding light on whether the effects of emojis varied across different service contexts.

Conclusion:
The database developed for this research initiative represents a comprehensive exploration of the integration of emojis as a multifaceted dimension within social commerce. Through a series of three experiments, the impact of emojis on consumer behavior was scrutinized from various angles. The findings of these experiments contribute to understand how emojis can be strategically employed to enhance user engagement and purchase intentions in the ever-evolving landscape of social commerce.
DOI: 10.17632/7zh3t37bkt
title: Biomass basic information and its biomass specific surface area data

description: This data set mainly contains the basic properties of biomass and the specific surface area data of biochar prepared from it. Half of the data is obtained from my own experiments, and part is obtained from experiments of other scholars in the literature.
DOI: 10.6084/m9.figshare.20122796.v1
title: MT_dataset

description: All datasets for training MT models.
DOI: 10.6084/m9.figshare.878253_d55
title: substrate_temperature_degC_soil_75_shade.zip

description: Substrate temperature (deg C) at depths of 0, 2.5, 5, 10, 15, 20, 30, 50 and 100 cm under ground assuming a soil substrate and 75% shade from vegetation. Each netCDF file contains 24 layers of global extent, one for each hour of the day (starting at 0:00 hrs) for a given month of the year, at ~15km resolution.
 
 
Fileset Description:
The microclim dataset provides microclimate estimates of conditions above and below ground for each hour of the day for the middle day of each month based on a long-term average climatology. Details of this dataset are presented in [Kearney et al. 2014].
The dataset comprises a set of NetCDF files with one file per variable per month, each file comprising 24 layers (one for each hour of the day from 0:00 hrs to 23:00 hrs, so layer 13 is 12:00 midday) for the globe (852 rows, 2159 columns, latitudinal extents -58.57 to 83.43 degrees, longitudinal extents -180.00 to 180.00 degrees). For the naming convention, mon is month of the year (1 to 12, where 1 = Jan, 12 = Dec), shd is shade level in % (0, 25, 50, 75, 90, 100), and sub is substrate (soil, rock, sand).
To facilitate downloading the data, the NetCDF files are grouped into compressed (zipped) files, one per variable per shade and substrate type, each comprising all monthly values and, for the substrate temperatures, all depths. Note that not all variables are shade or substrate specific, specifically zenith angle, wind speeds, solar radiation, and 120 cm air temperature and relative humidity.