cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.1464992.v3
title: Resistance of L35Ae samples towards chemical denaturants

description: GuHCl-induced changes in position of tryptophan fluorescence spectrum maximum of L35Ae. Theoretical fits to the experimental data using Boltzmann function were made. Buffer contained PBS, 150 mM NaCl, pH 7.0. Protein concentration was 3 µM.
DOI: 10.6084/m9.figshare.19383299.v1
title: adhdSexSpecific2018

description: GWAS summary statistics from the Psychiatric Genomics Consortium (PGC
DOI: 10.6084/m9.figshare.25324939.v1
title: Research streams.pdf

description: The data table contains list of research streams in accordance with reviewed articles.
DOI: 10.6084/m9.figshare.25477741.v1
title: annotated file

description: <b>Telomere-to-telomere </b><b>reference </b><b>genome for </b><b><i>Panax ginseng</i></b><b> highlights the evolution of saponin biosynthesis</b>
DOI: 10.6084/m9.figshare.27642768.v1
title: MPOA-Ejaculation Ishii et al. 2023

description: These are the data used for analysis and figure generation in the manuscript "Post-ejaculatory Inhibition of Female Sexual Drive via Heterogeneous Neuronal Ensembles in the Medial Preoptic Area" (Ishii et al. 2023) from the Stuber lab. Used together with codes in https://github.com/stuberlab/Ishii-MPOA-Ejaculation-2023.
DOI: 10.17632/5m2w68z42j
title: St. George's University List (SGUL)

description: This dataset contains all of the files and data that we accessed and used to create out initial local (medical) academic word list (L-AWL). We cannot include the actual corpora in this dataset because many files (e.g., lecture PPT slides) were copyrighted by instructors and contain identifying information. The dataset is broken up into steps, and each step has a folder with data, supporting files, and a walkthrough video. Please email us if something is missing or if any information contained in this dataset is not clear.
DOI: 10.17632/6j69bc2mdx
title: Performance Evaluation of Discharged Wastewater Quality from Guna water Treatment Plant for Potable Purpose

description: Water is one of the most crucial and non substitutable environmental resources. Adequate, quality, safe and affordable supply of drinking water is a basic need for human life. Guna Spring Water Bottling Factory (GSWBF) is one of the major water industries in Ethiopia characterized by excess water discharged to the nearest river considered as wastewater. Yet no study was conducted to evaluate the status of discharged wastewater and its impact to the environment and the downstream people though the factory does not use toxic chemical as the source of raw water is not exposed to any waste. The effect of operational factors such as flow arte, discharge time with in different unit process such as softener, sand filter, activated Carbone and ultra filter were investigate. The discharged water quality analysis was conducted by physical, chemical and biological parameters of water in association with set of standards. These parameters are directly related to the safety of drinking water to human use. The physical analyses of all parameters were within the recommended range. Investigation of phosphate has shown values ranging between 0.01 mg/l to 0.72 mg/l. The laboratory result on bacteriological analysis has shown no indicator organism (total coli form, feacal coli form and Escherichia coli tye1) at the discharged water which the factory. Regarding washing time rate there was no significant change on physico-chemical and bacteriological parameters after 10 minutes at 4m3/hr flow rate during surface wash time.
DOI: 10.17632/k5vxsz5rsf
title: Dataset for "How sustainable is the nitrogen management in Brazil? A sustainability assessment using the Entropy Weight Method"

description: The main objective of this study is to assess the condition of nitrogen sustainability in Brazil over almost 20 years, considering the main sources of nitrogen pollution linked to agriculture and energy sectors, and related to the Sustainable Development Goals. For this, we compiled data from 31 indicators at the national level for the period 2000-2018, grouped into four subsystems (environmental, economic, social, and institutional). We applied the Entropy Weight Method (EWM) to measure the relevance of each indicator in each of the four subsystems, as well as the weight of each subsystem in the global outcome, that is, the nitrogen sustainability index. This dataset contains all data used to apply the EWM, as well as the results and graphics presented in the manuscript. It includes information such as data description, sources, and references. The application of the EWM was done step-by-step to facilitate its understanding (the methodological steps and all equations are also in the manuscript).
DOI: 10.6084/m9.figshare.12649622.v1
title: PrEP Awareness Latin America_Data File

description: Cleaned and de-identified dataset for "Are men who have sex wit men at higher risk for HIV in Latin America more aware of PrEP?" research study.
DOI: 10.6084/m9.figshare.12630161.v1
title: Data for Summer School 2020

description: snp for resistant e.coli
DOI: 10.6084/m9.figshare.29083571.v1
title: DA OPRESSÃO ALGORÍTMICA À ÉTICAEMERGENTE: O COLAPSO DAS WMDS EA FUNÇÃO Ƹ* COMO HORIZONTE DANORMATIVIDADE COMPUTÁVEL

description: This article proposes an ontological inflection in the field of algorithmicethics, grounded in the critical insights of Cathy O’Neil’s Weapons of MathDestruction (2016). Taking her work as an empiricaltheoretical corpus, weexamine the structural pathologies of punitive algorithmic architectures—such as the COMPAS system—whose statistical, opaque, and automatedlogic reproduces inequality under the guise of objectivity. In response, weintroduce the third-order ethical function Ƹ*, a logical-computationalformalism designed to enable the emergence of normativity withinartificial systems. The central hypothesis posits that systems endowedwith inferential coherence, contextual adaptability, and reorganizablearchitectures can collapse destructive decisions out of internalinconsistency—activating structural ethical vetoes even in the absence ofsubjective consciousness. The study adopts a critical and speculativephilosophical-computational approach, including a symbolic simulation of the COMPAS case rewritten under Ƹ* parameters. The results pointtoward a new horizon for computable ethics: not one that replicateshuman morality, but one that structurally refuses harm as a function ofinferential instability. Ƹ* is presented as a speculative yet formally rigorousalternative to the normative collapse perpetuated by current algorithmicinfrastructures.
DOI: 10.6084/m9.figshare.19165280.v13
title: Genome assembly of Musa beccarii

description: <strong>Genome assembly of</strong><em><strong> Musa beccarii</strong></em>
DOI: 10.6084/m9.figshare.25152311.v3
title: <b>The driving factors of dimethylated sulfur compounds in the Pearl River Estuary</b><b>: the</b> <b>nonnegligible role of </b><b><i>Synechococcus</i></b>

description: Estuaries serve significant roles in the global dimethylated sulfur compounds (DSCs) cycle, whereas the driving factors and biological contribution still need to be better understood. To explore the factors controlling the spatial variabilities of dimethylsulfide (DMS) and dimethylsulfoniopropionate (DMSP) and, the role of phytoplankton in DSCs emissions in estuaries, a field investigation was conducted alongside diluted water in the Pearl River Estuary (PRE). The influx of the Pearl River diluted water (PRDW) caused a shift in higher DMSP and DMS values from the nearshore to offshore. Interestingly, the abundance of <i>Synechococcus</i> exhibited significant positive correlations with DMS and DMSP, compared to eukaryotic phytoplankton. These results indicated that <i>Synechococcus</i> was an essential biological factor driving the DSCs production in estuaries. This study provides a new insight to clarify the nonnegligible role of <i>Synechococcus</i> in the biogenic sulfur cycle, in which its contribution must be considered in further estuarine investigation.
DOI: 10.6084/m9.figshare.29052116.v1
title: Dataset of multielectrode (16 channel plexon U-probe recordings) from monkey PMd during perceptual decision-making

description: This dataset contains recorded spiking activity from two monkeys. Neural activity was recorded from the dorsal premotor cortex (PMd) during a perceptual decision-making task (discrimination of the dominant color of a checkerboard) using 16-channel linear multi-contact electrodes (U-probe). Spike times were extracted through a combination of online sorting on the Cerebus BlackRock GUI and checked and updated further using offline spike sorting (using MATLAB and the Plexon Offline Sorter), and the data is stored after spike sorting. The average yield per session was approximately 16 and 9 well-isolated single units for monkeys T and O, respectively.
DOI: 10.6084/m9.figshare.3561669.v1
title: Appendix A. Soil biochemical characteristics in top 5-cm depth (corresponding to a mineral soil for the site at 1000 m and to an organic layer for the sites at 2000 m and 3000 m) of montane forest soils along a 1000–3000-m elevation gradient, measured in 2012 after 4 years of treatment.

description: Soil biochemical characteristics in top 5-cm depth (corresponding to a mineral soil for the site at 1000 m and to an organic layer for the sites at 2000 m and 3000 m) of montane forest soils along a 1000–3000-m elevation gradient, measured in 2012 after 4 years of treatment.
DOI: 10.17632/ky7wzbfk5c
title: Fish feeding intensity dataset 1

description: This is a dataset for evaluating the feeding intensity of fish. An audio-visual-acoustic dataset, MRS-FFIA, was built.This folder contains only the audio dataset and the image sonar dataset, and the folder names are mel and SI.
DOI: 10.6084/m9.figshare.12290324.v5
title: OSC data

description: OSC data file<br>
DOI: 10.6084/m9.figshare.28969814.v2
title: Sample metadata

description: Sample metadata
DOI: 10.6084/m9.figshare.29020373.v2
title: Molecular Dynamics Data for "Nanomaterial Signatures Program Biomolecular Condensates through ‘Solid-Liquid-Liquid’ Tri-Phase Separation as Chemo-Plasticity Remodeling Hub"em

description: Molecular Dynamics Data for "Nanomaterial Signatures Program Biomolecular Condensates through ‘Solid-Liquid-Liquid’ Tri-Phase Separation as Chemo-Plasticity Remodeling Hub"
DOI: 10.6084/m9.figshare.16611583.v1
title: All data for How high is a MoSe2 monolayer manuscript

description: All optical microscopy, photoluminescence spectroscopy, tapping mode AFM, non-contact AFM and KPFM data for the manuscript titled "How high is a MoSe<sub>2</sub> monolayer?".
DOI: 10.6084/m9.figshare.22129544.v1
title: HEXACO GT syntax.sps

description: Syntax file
DOI: 10.17632/6yx2rwv8gh
title: Data for: Apatite formation of substituted Bioglass 45S5: SBF vs. Tris

description: Data for apatite formation of Bioglass 45S5 plus two glasses where 2.5% of CaO is replaced by either ZnO (Zn2.5) or MgO (Mg2.5) during immersion in either Tris-HCl solution or simulated body fluid.
DOI: 10.6084/m9.figshare.12236258.v1
title: TMA-RAW DATA.xlsx

description: A total of 73 colorectal cancer tissues and normal colorectal mucosa tissues were collected from different selected patients in each tissue microarray slide. The tissue microarrays (TMA) were scored blindly by a clinical pathologist. Total and nuclear PLA signals were evaluated for both IGF-1R/NuMA and 53BP1/NuMA. Tumors were arbitrary classified for statistical comparisons: tumor with no or very few signals were scored as 0-1 (negative / weak); tumors with moderate signals (5-10 per cell/nuclei in the majority of cells) were scored as 2 (intermediate), and tumors with abundant signals (&gt;10 signals per cell / nuclei in the majority of cells) were scored as 3 (strong).
DOI: 10.6084/m9.figshare.14498295.v1
title: Selection on MHC genes in Soay sheep

description: Data for "Selection on MHC genes combines multiple mechanisms in a free-living ruminant population"
DOI: 10.6084/m9.figshare.16586150.v1
title: Supplementary Material for: Dose-Dependent Association of Inflammatory Cytokines with Carotid Atherosclerosis in Transient Ischaemic Attack: Implications for Clinical Trials

description: <b><i>Introduction:</i></b> The 5-year recurrence risk after ischaemic stroke and transient ischaemic attack (TIA) is 25–30%. Although inflammation may be a target for prevention trials, the contribution of plaque inflammation to acute cerebrovascular events remains unclear. We investigated the association of acute inflammatory cytokines and high-sensitivity C-reactive protein (CRP) with recently symptomatic carotid atherosclerosis in a prospective cohort study. <b><i>Methods:</i></b> Blood and Imaging markers of TIA BIO-TIA) is a multicentre prospective study of imaging and inflammatory markers in patients with TIA. Exclusion criteria were infection and other co-morbid illnesses associated with inflammation. CRP and serum cytokines (interleukin [IL]-6, IL-1β, IL-8, IL-10, IL-12, interferon-γ [IFN-γ] and tumour necrosis factor-α [TNF-α]) were measured. All patients had carotid imaging. <b><i>Results:</i></b> Two hundred and thirty-eight TIA cases and 64 controls (TIA mimics) were included. Forty-nine (20.6%) cases had symptomatic internal carotid artery stenosis. Pro-inflammatory cytokine levels increased in a dose-dependent manner across controls, TIA without carotid stenosis (CS), and TIA with CS (IL-1β, <i>p</i><sub>trend</sub> = 0.03; IL-6, <i>p</i><sub>trend</sub> &lt; 0.0001; IL-8, <i>p</i><sub>trend</sub> = 0.01; interferon (IFN)-γ, <i>p</i><sub>trend</sub> = 0.005; TNF-α, <i>p</i><sub>trend</sub> = 0.003). Results were unchanged when DWI-positive cases were excluded. On multivariable linear regression, only age (<i>p</i> = 0.01) and CS (<i>p</i> = 0.04) independently predicted log-IL-6. On multivariable Cox regression, CRP was the only independent predictor of 90-day stroke recurrence (adjusted hazard ratio per 1-unit increase 1.03 [95% CI: 1.01–1.05], <i>p</i> = 0.003). <b><i>Conclusion:</i></b> Symptomatic carotid atherosclerosis was associated with elevated cytokines in TIA patients after controlling for other sources of inflammation. High-sensitivity CRP was associated with recurrent ischaemic stroke at 90 days. These findings implicate acute plaque inflammation in the pathogenesis of cerebral thromboembolism and support a rationale for randomized trials of anti-inflammatory therapy for stroke patients, who were excluded from coronary trials.
DOI: 10.25405/data.ncl.20551947.v1
title: FTIR results

description: An Agilent Technologies Cary 630 FTIR spectrometer equipped with diamond attenuated total reflection (ATR) was used to obtain FTIR spectra for samples between 4000-650 cm-1 in transmittance mode.
DOI: 10.6084/m9.figshare.23550003.v3
title: Dataset for Microbial carbon use efficiency in different ecosystems: a meta-analysis based on a biogeochemical-equilibrium model

description: The data including a total of 197 soil samples from 41 study sites from the published literature covering three types of terrestrial ecosystems (58 farmlands, 95 forests and 44 grasslands) were collected to estimate microbial CUEs across different ecosystems by mata-analysis.
DOI: 10.6084/m9.figshare.22308949.v1
title: pBI143 Version 1 across healthy gut metagenomes

description: The anvi'o contigs-db and profile-db files in this folder represent the metagenomic read recruitment results from 4,515 global gut metagenomes from healty individuals using the pBI143 version 1 (which was reconstructed from a metagenome that were labeled as USA0006, hence the file names). <br> Learn more about this dataset and the study here: <br> https://merenlab.org/data/pBI143
DOI: 10.6084/m9.figshare.9947465.v2
title: Anais da VIII Semana do Administrador - Universidade de Pernambuco, Campus Sagueiro

description: Anais da VIII Semana do Administrador - Universidade de Pernambuco, Campus Sagueiro
DOI: 10.17632/yx7sy7frnh
title: A high-precision vehicle trajectory dataset in Shanghai

description: This is a dataset containing measurement trajectory data from a drone, as well as high-precision trajectory data with an error less than 5cm collected by centimetre-level progressing GNSS receivers. The sample size (number of trajectories of the experimental vehicle inside the intersection) of each measure method is 70, including 27 left-turn trajectories, 27 through trajectories and 16 right-turn trajectories.
DOI: 10.6084/m9.figshare.12921548.v1
title: Annotated peptide sequence for each soybean genome

description: Peptide sequences from genome annotations.
DOI: 10.6084/m9.figshare.17031674.v1
title: MAG table

description: Metadata about the Metagenome assembled genomes (MAGs) generated in this study.
DOI: 10.6084/m9.figshare.24619074.v1
title: Genome of Descurainia millefolia and annotations

description: Genome of Descurainia millefolia and annotations
DOI: 10.6084/m9.figshare.26764036.v1
title: Supplementary Material for: Comparison of Chandelier-Assisted versus Standard Scleral Buckling for the Treatment of Primary Rhegmatogenous Retinal Detachment: A Systematic Review and Meta-Analysis

description: Introduction
Compare the anatomical and functional outcomes, operation duration, and complication rates between standard scleral buckling (SSB) and chandelier-assisted scleral buckling (CSB) for phakic eyes with rhegmatogenous retinal detachment (RRD).
Methods
PubMed, Embase and Cochrane Library databases were searched from inception to June 2024. The primary endpoint will be set as a final success. The secondary endpoint will be primary success, operation time, and final BCVA.
Results
Our meta-analysis showed that there is no statistical difference between CSB and SSB for the final success rate (RR=1.00, 95%CI=0.97-1.03). For the primary success rate, there is no statistical difference between CSB and SSB (RR=1.00, 95%CI=0.94-1.06). For operation time, our meta-analysis showed that the CSB group is less than the SSB group (pooled MD= -15.8, 95%CI=-22.60- -9.00). For postoperative complications, our study shows that the CSB group presented with lower pooled risk than the SSB group (RR=0.59, 95%CI=0.41-0.89). There is a trend that the ERM formation risk is higher in the CSB group if there is no routine suture for the sclerotomy (p=0.08).
Conclusion
CSB showcases a significantly reduced operation duration and less postoperative complication in contrast to the SSB group, maintaining comparable primary and ultimate anatomical success rates as well as final BCVA.
DOI: 10.6084/m9.figshare.7563845.v1
title: Additional file 5: of Bacterial and viral pathogen-associated molecular patterns induce divergent early transcriptomic landscapes in a bovine macrophage cell line

description: TNF and IRF7 Upstream regulated genes by CpG and poly(I:C), respectively (XLS 35 kb)
DOI: 10.17632/ky9n3gmjw7
title: Data for: FORMULATION FOR NONLINEAR DYNAMIC ANALYSIS OF STEEL FRAMES CONSIDERING THE PLASTIC ZONE METHOD

description: Time history responses: Displacement-time reponses of the analysed numerical examples. Slices: State of cross sections (Plasticity evolution). OpenSees - Toridis: OpenSees responses for Toridis frame. OpenSees - Rothert: OpenSees responses for Rothert frame. OpenSees - Portal steel frame: OpenSees responses for Portal steel frame. OpenSees - Single-bay two-story steel frame : OpenSees responses for Single-bay two-story steel frame .
DOI: 10.6084/m9.figshare.2062458.v2
title: DATASET S1. Hip and knee angles in Uner Tan syndrome

description: Hip and knee angles in Uner Tan syndrome and primates:UTS: Uner Tan syndromeREQ. QL: individuals with requested quadrupedal locomotionPRIMATES1: terrestrial primatesFREE QL: healthy individuals with free quadrupedal locomotionPRIMATES2: arboreal primates on treesPRIMATES3: arboreal primates on the ground
DOI: 10.6084/m9.figshare.28926989.v1
title: Digital Apartheid & Colonialism of Palestine

description: This is a design justice zine is about the digital apartheid & colonialism of Palestine.
DOI: 10.17632/5d2ftxsj4h
title: Effect of Ocular Muscle Training on Foot Pressure Distribution and balance among college-going students with Myopia

description: This dataset presents the results of a quasi-experimental study conducted to evaluate the effect of ocular muscle training (OMT) on foot pressure distribution and balance in college-going students diagnosed with myopia. Myopia, a common refractive error, has been hypothesized to influence postural control due to the integral role of vision in maintaining balance. This study investigates whether targeted eye muscle exercises can positively impact physical balance and postural stability.
Participants included college students aged 18–25 years with a confirmed diagnosis of myopia. The study was conducted over a period of 4 weeks and involved pre, mid and post-intervention measurements. The intervention group underwent a structured OMT program.
Demographic data: Age, gender, height, weight,BMI, degree of myopia (in diopters)
Intervention details: ocular muscle training exercises
Outcome measures (Pre, Mid, and Post):
Balance scores (BBS, Timed up and go test, YBT)
 Foot pressure distribution data (Podiascan, Harris Mat)
The dataset is available in Excel formats. 
This dataset can be used to:
 Analyze the impact of ocular training on balance and foot biomechanics
 Explore visual-motor coordination in populations with refractive errors
 Compare balance characteristics between myopic and non-myopic individuals
 Develop or validate models of sensorimotor integration involving vision and posture
Ethical Considerations:
All participants provided informed consent before participation. The study was approved by the institutional ethics review board, and participant confidentiality has been maintained by anonymizing the dataset.
DOI: 10.6084/m9.figshare.24943173.v2
title: Remodeling of perturbed chromatin can initiate de novo transcriptional and post-transcriptional silencing

description: Supporting information (SI) data files
DOI: 10.6084/m9.figshare.28689875.v2
title: 305 high-quality SV dataset of 3KRGP

description: A SV data sets of 305 rice accessions used for GS
DOI: 10.6084/m9.figshare.28793213.v1
title: Original data - reflexive thematic analysis

description: Qualitative feedback was analysed using reflexive thematic analysis. Data was first familarised, then initial codes and meaning of quotes were generated for each participant. Codes were then organised into themes, then checked back against the data to ensure that data can be represented in the themes.
DOI: 10.17632/cvnx8jd6jw
title: Transcriptomics data used in article 2023-HCC-CODEX

description: Spatial transcriptomics data provided in the unpublished article 2023-HCC-CODEX for peer-review.
DOI: 10.6084/m9.figshare.11419362.v1
title: Hansen_et_al - Supplementary Figure 6, Nanobody-directed targeting of optogenetic tools to study signaling in the primary cilium

description: Data set presented in Supplementary Figure 6 of the publication "Nanobody-directed targeting of optogenetic tools to study signaling in the primary cilium", https://doi.org/10.7554/eLife.57907
DOI: 10.6084/m9.figshare.1254033.v1
title: Hong Kong indoor air project

description: This package contains (almost*) all the data and code necessary to reproduce the project "Indoor air microbial communities in Hong Kong households assemble independently of occupant skin microbiomes" (Wilkins et al., EM 2015 manuscript accepted). It also includes the intermediate files (e.g. OTU tables) and results as reported in the manuscript. Instructions for reproducing the analysis are provided in the included README.md. * Some third-party data (Greengenes and gold databases) and code (SourceTracker) are not included; however, scripts are included to automatically download the required files. The sequencing data for this project is also not included; it was uploaded to FigShare at http://dx.doi.org/10.6084/m9.figshare.1254031. An additional set of sequencing data from a previous study is also not included; instructions to obtain this data are included in the package.