cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.21992234.v1
title: cellos_data.zip

description: This dataset is for a paper Cellos: <strong>High-throughput deconvolution of 3D organoid dynamics at cellular resolution for cancer pharmacology.</strong> The folder has all tiff image files for one well and one .xml file (metadata). The well row =3 and column =7. There are three channels, channel1 = EGFP, channel2= mCherry, and channel3=brightfield. The data serves as an example to run Cellos pipeline.
DOI: 10.6084/m9.figshare.6108494.v1
title: Combined in vitro and in vivo Mtb datasets with 100nM, 1µM, or 10µM activity cutoffs

description: 1) Compiled Mtb activity datasets (TB_full_consolidate_Threshold X.sdf, 18,886 cmps) from many different experimental groups. These data were used as a training set for multiple Bayesian models. The activity (binary) cutoff is either 100nM, 1µM, or 10µM. <br>2) Compiled Mtb activity datasets (TB_2017_X.sdf, 153 cmps) from ten different experimental groups that were published in 2017. These were used as a training set for multiple Bayesian models. The activity (binary) cutoff is either 100nM, 1µM, or 10µM.
DOI: 10.60893/figshare.jcp.26897596.v1
title: Supplemental Material

description: Thermodynamic parameters, total energies and total energy changes as a function of cluster size.
DOI: 10.6084/m9.figshare.14340143.v1
title: 2021submissionVer

description: for paper "<b>Compression-induced anomalous subsidence in the extensional sedimentary basin</b><b>: A numerical study from the Pearl River Mouth Basin, northern South China Sea margin</b>"<br>
DOI: 10.6084/m9.figshare.21225422.v1
title: S1 Dataset.rar

description: The Database for Mastology Research with Infrared Image (DMR-IR) was developed in 2014 during the PROENG Project at the Institute of Computer Science of the Federal Fluminense University in Brazil. It is currently the only public dataset of breast thermograms.
DOI: 10.6084/m9.figshare.29168303.v1
title: Predicted carbonhydrate active enzymes in B_inauosorum LBA001

description: The data described the predicted carbonhydrate active enzymes in <i>B_inaquosorum</i> isolated from soil
DOI: 10.17632/cc95xkyp3j
title: Data for "Evaluation of the airport runway flexible pavement macro-texture using digital image processing Technique (DIPT)"

description: Data including: animation of detection by each digital image processing method for sample pavement texture images (rough and smooth(Figure 3 a, b)), raw images and processed images of 33 stations of runways pavement (132 images) by each digital image processing method (1-Butterworth Band-pass Filter Method, 2- Edge Pixels Count Method and 3- Fuzzy Logic Edge Detection Method). Validation of Counting Algorithm (for Fuzzy Logic Edge Detection Method). Derived parameter by three methods (BPF, EPP and FCN parameters) and MTD data for 132 processed Image in (Data.xlsx) file. For details of each method please visit the published paper at: https://doi.org/10.1080/10298436.2021.1968393
DOI: 10.6084/m9.figshare.24867507.v1
title: <b>Supplementary Material – </b><b>Flora and Phytophysiognomies of an Atlantic Forest remnant </b><b>on the coast of Southeast Brazil</b>

description: <b>Table S1 – </b><b>Floristic list of the Brisas Environmental Protection Area</b>
DOI: 10.6084/m9.figshare.28479035.v2
title: wave prediction

description: <br>wave height prediction
DOI: 10.6084/m9.figshare.8945123.v1
title: Grain consumption and risk of gastric cancer: a meta-analysis

description: This study evaluated the relationship between grain consumption and the risk of gastric cancer. A total of 19 studies met the inclusion criteria. For whole grain consumption, there was a 13% reduction in the risk of gastric cancer (<i>p</i> = .003), and a subgroup analysis showed that a large amount of whole grain consumption reduced the risk of gastric cancer by 44% (<i>p</i> &lt; .001). For refined grain consumption, there was a 36% increase in the risk of gastric cancer (<i>p</i> &lt; .001); a subgroup analysis showed that a large and a moderate amount of refined grain consumption increased the risk of gastric cancer by 63% (<i>p</i> &lt; .001) and 28% (<i>p</i> &lt; .001), respectively. A large intake of whole grains might be protective against gastric cancer, whereas the ingestion of refined cereals may be a risk factor for gastric cancer. Moreover, the risk of cancer increases with the increase of refined grain intake.
DOI: 10.17632/zshbgmgwsb
title: Effect of Chinese Propolis as an Inter-appointment Intracanal Medicament on Post-instrumentation Pain: A Double Blind Randomized Controlled Trial

description: The aim of this trial was to compare the effect of Propolis (paste) with calcium hydroxide paste on post-instrumentation pain intensity in necrotic teeth with periapical pathosis at different time intervals. The null hypothesis was that there would be no difference of pain severity between the two medicament groups. This is raw unprocessed data. This data was collected by using Visual Analogue Scale Form. It shows the characteristics of the study population and the pain scores recorded by the patients at different time intervals In this study, 12/68 patients lost to follow up. so post-instrumentation pain scores of those patients at different time intervals is empty
DOI: 10.6084/m9.figshare.24968940.v2
title: Pulmonary Circulation Vessels Dataset for pathology аssessment using Machine Learning-based Image Segmentation

description: Pulmonary hypertension (PH) is a symptom complex that accompanies a number of diseases of different etiologies, associated with basic mechanisms of structural and functional changes of the pulmonary circulation vessels and revealed pressure increasing in the pulmonary artery. The structural changes in the pulmonary circulation vessels are the main limiting factor determining the prognosis of patients with PH. Thickening and irreversible deposition of collagen in the pulmonary artery branches walls leads to rapid disease progression and a therapy effectiveness decreasing. In this regard, histological examination of the pulmonary circulation vessels is critical both in preclinical studies and clinical practice. However, measurements of quantitative parameters such as the average vessel outer diameter, the vessel walls area, and the hypertrophy index claimed significant time investment and the requirement for specialist training to analyze micrographs.
DOI: 10.6084/m9.figshare.4896803.v1
title: RDP V3-V4 ver. 11.5 database

description: RDP database dereplicated, only the V3-V4 region. For use with mg_classifier; metagenomic sequence classifier (https://github.com/GenomicaMicrob/mg_classifier).
DOI: 10.17632/32xwssfzbd
title: TET1 as a master ferroptosis regulator in cancer
DOI: 10.6084/m9.figshare.29026217.v1
title: The_Use_of_Generative_AI_to_Advance_Cybersecurity_Education_Taxonomy

description: When identifying the relevant literature, each relevant paper was added into a Excel sheet. The full-texts of the papers were reviewed again to identify the most common use cases and benefits of generative AI in cybersecurity education. The selected papers and their related data, such as title, link, author(s), publication source, publisher, publication year, and identified themes were extracted in an Excel file
DOI: 10.6084/m9.figshare.8869040.v1
title: Income, Wellbeing, Love for Money Raw Data (.csv)

description: The dataset consists of 113 responses directly taken from a Google Form survey consisting of four demographic questions (age, sex, country, income), a single item on Love for Money, and WHO-5 Wellbeing Questionnaire. This is a completely <b>raw</b> , <b>anonymous</b> dataset. This data was collected as part of a study examining the relationship between <b>income</b> and <b>wellbeing</b> mediated/moderated by <b>love for money</b>.
DOI: 10.6084/m9.figshare.9956429.v1
title: bacterial GWAS benchmark simulations: Sample size 1000

description: Supplementary data for the paper "Benchmarking bacterial genome-wide association study (GWAS) methods using simulated genomes and phenotypes": https://www.biorxiv.org/content/10.1101/795492v1
DOI: 10.17632/tgwfm7hhkr
title: Raw Ethnobotanical Dataset on Local Edible Fruits in North Sulawesi, Indonesia

description: This dataset describes the knowledge of local people in North Sulawesi on local edible fruits which can be eaten raw or used as medicine.
DOI: 10.6084/m9.figshare.27312147.v1
title: MD simulation files

description: Trajectory files for the MD simulations in this study. Caution - the zip file contains 17GB of data
DOI: 10.6084/m9.figshare.17129771.v2
title: Supplementary information (revision 1): Structural-bioinformatics analysis of SARS-CoV-2 variants reveals higher hACE2 receptor binding affinity for Omicron B.1.1.529 spike RBD compared to wild-type reference.

description: Supplementary information: Structural-bioinformatics analysis of SARS-CoV-2 variants reveals higher hACE2 receptor binding affinity for Omicron B.1.1.529 spike RBD compared to wild-type reference.
DOI: 10.6084/m9.figshare.26531374.v2
title: Conflict Narratives: A Thematic Analysis of Government and NGO Discourse on the Jihadi Insurgency in Burkina Faso and Niger (2020-2023)

description: This dataset consists of 504 reports, speeches, and official press releases related to the jihadi conflict in Burkina Faso and Niger, collected from online sources between mid-January 2024 and March 2024. The data includes 343 documents from governments and the military, as well as 161 documents from non-governmental organizations (NGOs) and international non-governmental organizations (INGOs) operating in the two countries.The documents were selected based on their relevance to the jihadi conflict, either directly describing or commenting on the conflict or discussing the authors' actions or attitudes towards it. The dataset covers the period from 2020 to 2023, which was a critical period for both countries due to significant political events, such as the creation of the Volontaires pour la défense de la Patrie (VDP) militia in Burkina Faso in 2020 and the election of President Mohamed Bazoum in Niger.The dataset is available in various formats, including digitalized documents (scanned PDF or image versions of physical documents), and is licensed under a Creative Commons Attribution 4.0 International (CC BY 4.0) license. Researchers can access and use the data for non-commercial purposes, provided they give appropriate credit to the original creators.This dataset provides a comprehensive collection of primary sources related to the jihadi conflict in Burkina Faso and Niger, offering valuable insights into the perspectives and actions of governments, the military, NGOs, and INGOs during a critical period in the conflict's history.
DOI: 10.6084/m9.figshare.28921280.v3
title: Unequal Breath

description: A zine about air, technology, and justice.
DOI: 10.6084/m9.figshare.15061023.v1
title: S1_Table.pdf

description: Laboratory results between chronic gastritis without progression and chronic gastritis with progression to IM group (mean ± SD)
DOI: 10.6084/m9.figshare.26828797.v1
title: Signal Amplification via Nonlinear Femtosecond Laser Filamentation for Trace Metal Ion Detection Using MOF-Polymer Adsorbents

description: Signal amplification strategies are essential for enhancing the sensitivity and accuracy of analytical methods. This study introduces an innovative approach that utilizes the nonlinear process of femtosecond laser filamentation as a signal amplifier, in combination with Metal-Organic Framework (MOF) polymer adsorbents. In this method, metal ions adsorbed in the MOF-polymer composite alter the intensity and temporal characteristics of an 800 nm femtosecond laser pulse. These changes significantly impact the spectra produced after filamentation, thus serving as an effective signal amplifier. By using MOF single crystals as metal ion enrichment platforms, we enhance spectral signals and achieve detection limits as low as 0.1 ppb for trace metal ions. The integration of MOF adsorbent with the extensive spectral modifications induced by femtosecond laser filamentation represents a significant advancement in signal amplification techniques for analytical chemistry and environmental monitoring.
DOI: 10.6084/m9.figshare.28659227.v1
title: <b>The numerical simulation of droplet impact on surfaces is conducted using the </b><b>SPH-DEM </b><b> method</b>

description: The process of liquid droplet impinging upon the surface of particles entails complex dynamics and significant deformation. In this study, the smoothed particle hydrodynamics (SPH) method coupled with the discrete element method (DEM) is employed to investigate the motion process of liquid droplet impacting the particle surface. A surface tension model is introduced into the SPH motion equation to calculate the motion of the liquid droplet. In the SPH-DEM coupling module, the viscous force and capillary force between the liquid droplet and the particles are taken into account. The surface tension model is verified through two cases: the free deformation process of a stationary square liquid droplet and the impact of a liquid droplet on a hydrophobic wall. The accuracy of the DEM model is validated through experimental verification of dry particle collapse. And the experimental results validate the accuracy of the SPH-DEM model in simulating the liquid droplet impact on the particle surface. The simulation results are in good agreement with the experimental ones. Utilizing the SPH-DEM model, the influences of the droplet impact velocity and the particle diameter on the rebound phenomenon after the water droplet impacts the particle wall of the powder bed are respectively investigated. The results indicate that the higher the droplet impact velocity and the smaller the diameter of the powder bed particles, the faster the rebound rate of the droplet after impacting the powder bed layer.
DOI: 10.6084/m9.figshare.28202504.v1
title: Cost of contraceptive services data_Ghana.xlsx

description: This work estimated the economic cost incurred by women accessing contraceptive services in Ghana. The overall goal was to estimate both the direct and indirect costs incurred as a result of accessing these services.
DOI: 10.6084/m9.figshare.3519536.v1
title: Appendix C. Results of 30% target and selection frequency outputs from Marxan analysis.

description: Results of 30% target and selection frequency outputs from Marxan analysis.
DOI: 10.6084/m9.figshare.17072666.v1
title: [TFS] FFPE VCF file and panel bed

description: Variant calling with the Thermo Fisher Oncomine oncopanel
DOI: 10.6084/m9.figshare.22060964.v1
title: Demo data for the MATLAB code for analyzing the connection between the medial septum and hippocampal oscillations beyond the theta rhythm.

description: Demo session data, showing the required data format and hierarchy for the 'MATLAB code for analyzing the connection between the medial septum and hippocampal oscillations beyond the theta rhythm' https://github.com/kiralyb/MS_mod_tSC and the 'The medial septum modulates hippocampal oscillations beyond the theta rhythm' by Király et al.
DOI: 10.6084/m9.figshare.10032866.v2
title: Supplementary data: Distinct effects of reward and navigation history on hippocampal forward and reverse replays

description: This zip directory contains the raw data for reproducing the results reported in the associated paper.Contact: Baburam Bhattarai (bobs.iom@gmail.com)
DOI: 10.6084/m9.figshare.25956178.v1
title: Smoking prolongs influenza in mice- supplemental data

description: Epidemiological studies have shown that smoking is associated with increased incidence of severe viral infections leading to hospitalisation. Moreover, studies in experimental models have identified impaired antiviral responses and altered inflammatory responses, yet it is unclear how the effects of smoke exposure and influenza A infection interact and how this varies over the course of infection. We hypothesized that smoke would exacerbate innate immune responses against influenza. To test this, female BALB/c mice were exposed to cigarette smoke or air twice a day for 24-28 days and (mock) infected with H3N2 influenza A on day 21 while smoking continued. Three and seven days after infection, changes in immune cell populations, the transcriptome, and viral clearance in lung tissue were analysed. After influenza A infection, smoke-exposed mice lost significantly more weight than air-exposed controls, indicating that smoking resulted in more severe disease. Immune cell and lung tissue transcriptome analysis revealed that neutrophil infiltration was prolonged and macrophage activation dysregulated after infection of smoke-exposed mice compared to air-exposed controls. Expression of genes in IL-6 and interferon pathways was similarly longer active. In parallel, we observed lower clearance of influenza virus in smoke-exposed mice after infection compared to air-exposed controls, indicating ineffective antiviral responses. Altogether, the data from our mouse model indicate that cigarette smoke exposure prolongs innate immune responses against influenza A. The results from this study help to explain the susceptibility of current smokers to severe influenza A disease.
DOI: 10.6084/m9.figshare.3555810.v1
title: Figmeta: Community driven metadata for figshare

description: First Draft:<br>One of the challenges for the progression of research metadata standards is that technology often gets in the way. Bound by the pressure not to be weighed down by technical debt,and the desire to appeal to as broader an audience as possible, the adoption of metadata standards within technology platforms is conservative.Ideally, this is not how things should be.The adoption of standards and practices should be community led, with technology functioning as the enabler. Figmeta showcases one attempt to move closer towards this goal by semantically enabling figshare as a basis for rapid ontology development and adoption.
DOI: 10.6084/m9.figshare.19304090.v1
title: Teaching Psycholinguistics with Party Games

description: Materias for article: Using Party Games to Help Students Understand Models of Psycholinguistics<br>Includes assignment given to students and lists of games that can be used to have students apply knowledge of psycholinguistic models incorporating active learning in the teaching of psychology. The lists are separated into commercial board games and boardless games.<br>
DOI: 10.6084/m9.figshare.3523409.v1
title: Appendix A. Census data for the Alpine ibex population (Gran Paradiso National Park, Italy) and corresponding climate data (snow depth, temperature, and precipitation).

description: Census data for the Alpine ibex population (Gran Paradiso National Park, Italy) and corresponding climate data (snow depth, temperature, and precipitation).
DOI: 10.6084/m9.figshare.5336410.v1
title: Appendices from HCC/HCV systematic review

description: Appendices A to D containing full tables and references from the systematic review: "Host genetic factors associated with hepatocellular carcinoma in patients with hepatitis C virus infection: A systematic review"
DOI: 10.6084/m9.figshare.25215893.v2
title: Global_Offshore_Wind_Turbine_Dataset（2014-2023）.zip

description: Global_Offshore_Wind_Turbine_Dataset（2014-2023）及Samples_dataset
DOI: 10.17632/8gnrwfmmpp
title: Underpricing Fraud Detection using Artificial Intelligence Technology to reduce Tax evasion in Tanzaniaa

description: The dataset includes both qualitative and quantitative data collected during research on the prevalence of tax evasion through product underpricing. This dataset is designed to be suitable for machine learning applications to detect underpricing fraud in real time.

The qualitative data can be analyzed using Atlas.ti software, while the quantitative data is compatible with SPSS. The qualitative data was gathered from traders in the Arusha region, with ethical clearance from the Nelson Mandela African Institute of Science and Technology and informed consent from participants. Google Forms was used to distribute questionnaires to those with internet access, while in-person visits were made to businesses for participants without smartphones or computers. No data was collected from individuals who declined to participate, adhering strictly to ethical guidelines. All collected data is anonymous, except for publicly available information.

Interviews were conducted with tax authority officials based at the headquarters in Dar es Salaam, including officers from the EFD department, ICT officers, and economists. These interviews provided insights into the extent of tax evasion in Tanzania, existing mechanisms to combat it, persistent loopholes, and opinions on proposed measures to address underpricing fraud.

Additionally, document analysis was performed on publicly available government reports to assess trends in tax collection. Media sources, including images, videos, and magazines, were also analyzed qualitatively to better understand the intensity of tax evasion, the challenges the government faces, and the efforts made to boost revenue.
DOI: 10.6084/m9.figshare.12203525.v2
title: Gut and intestinal biometrics of the giant trevally, Caranx ignobilis, fed an experimental diet with difference sources of activated charcoal

description: These are the raw data of gut and intestinal biometrics of giant trivially fish Caranx ignobilis fed an experimental diet with different type of charcoal