cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/k47yjbzhcz
title: Lipidomics Profiling of P. falciparum pediatric malaria

description: This study investigates the lipidome profiles manifested in human serum samples originating from west African children in Burkina Faso, collected before and during P. falciparum malarial infection, with the aim of characterizing lipid metabolism perturbations associated with disease severity. Global lipidomic profiling was performed using complex lipid platform at Metabolon Inc. (Durham, NC, USA).
DOI: 10.17632/4pcyy4wnjx
title: Textural and Sediment Component Dataset of Unconsolidated Sediments from Agatti and Kavaratti Lagoon

description: Lakshadweep Archipelago, located in the Northern Indian Ocean, is a group of 36 islands and five submerged reefs, off the coast of the Indian Peninsula. This dataset includes sedimentological (grain size and sediment component) and depth, along with the location of samples (unconsolidated sediments from lagoon) compiled in Excel file format. Field investigations were conducted for Agatti and Kavaratti in March and October 2023. Grid sampling with an approx. spacing of 500m was conducted across the lagoons. Forty-two samples were collected from Agatti lagoon (area- 17.5 km2) and twenty-four samples from Kavaratti lagoon (area – 5 km2). Wet sieving of the subsamples was conducted to categorize them into the following grain size fractions - 4 – 2mm, 2 – 0.5mm, 0.5 – 0.25mm, 0.25 – 0.125mm, 0.125 – 0.063mm, &lt;0.063mm. The samples were then categorized texturally, based on the Dunham classification. The thin sections from sample locations (n = 15, Agatti and n = 9, Kavaratti) for each grain size fraction (2 – 0.5mm, 0.5 – 0.25mm, 0.25 – 0.125mm) were analyzed with a Leica DM750 polarizing microscope. Point counting of each sediment component was carried out using JMicroVision software. The major sediment components identified include coral clasts, molluscs, algae, Halimeda and forams. Halimeda was identified separately as a sediment component due to its significance as a major sediment producer. 
This dataset consists of four Excel files (1)Depth, (2) Dunham texture, (3 and 4) Sediment component analysis for Agatti and Kavaratti. The location of all the samples collected is also attached to the dataset. These datasets will aid in understanding the mechanisms governing the sediment dynamics in atoll islands.
DOI: 10.17632/k8t3gnx9h6
title: Supplementary files DIB-D-23-00350

description: Detailed additional description of the cited dataset concerning duplicates and other issues described in detail in Letter to the Editor: Re: “[Dataset of breast ultrasound images by W. Al-Dhabyani, M. Gomaa, H. Khaled & A. Fahmy, Data in Brief, 2020, 28, 104863]”
DOI: 10.17632/xc2btywvkb
title: Data for: The behavior and mobility of gravel-ice mixtures down a small flume
DOI: 10.6084/m9.figshare.23909595.v1
title: Chip and wafer datasets

description: The chip dataset and wafer dataset.
DOI: 10.6084/m9.figshare.29194397.v1
title: EEGPT-PhysioNetP300-epoch=18-valid_loss=0.34.ckpt

description: Dataset: PhysioNetP300
DOI: 10.17632/3thdvcygww
title: Data For: Bunching in Real-Estate Markets: Regulated Building Heights in New York City: YJUEC_D_24_00004R2

description: Replication repository for "Bunching in Real-Estate Markets: Regulated Building Heights in New York City" by Jan Brueckner, David Leather, and Miguel Zerecero for future publication in Journal of Urban Economics, manuscript number YJUEC_D_24_00004R2. The repository includes all raw data, and generates all tables and figures found in the main draft, except for Figure 1 which does not require any data. The code is mostly written in Julia, with the exception of a single R script which produces Figure 8, the sample map.
DOI: 10.17632/xvggt53m4w
title: Specific types of male infertility are correlated with T cell exhaustion or senescence signatures

description: Infertility affects almost 15–20% of couples of reproductive age in Western countries, and a pure male factor is responsible for about half of these cases. Despite infertile men show a poorer general health status compared to age-matched fertile men, a comprehensive understanding of the association between infertility and the overall impoverishment of men's health was still lacking.
In the manuscript “Specific types of male infertility are correlated with T cell exhaustion or senescence signatures" (doi.org/10.1038/s41467-025-56193-2), we investigated the immune system of primary infertile men. We showed that both the semen and blood of these subjects exhibit a pro-inflammatory status resembling the one found in elderly men, suggesting that infertility could be linked to early aging of the immune system.
The datasets loaded contain all the clinical and immunological data supporting our conclusions and that have been used to build the main and supplementary figures/tables of the manuscript. An additional file (raw_data_description) contains the main guidelines to correctly associate the raw data with the corresponding figure/table in the manuscript.
DOI: 10.17632/y869bhhmzr
title: NFI Disease Ecology Montipora White Syndrome

description: Data for research project characterising outbreak of coral disease impacting Montipora taxa at Norfolk Island lagoon.
DOI: 10.6084/m9.figshare.12579863.v1
title: Formation energy dataset

description: Collection of formation energies, curated from SSUB and OQMD dataset.
DOI: 10.17632/snrrw4m93j
title: Dataset of no littering behavior study

description: Dataset of no littering behavior study to be analyzed through covariance based structural equation modeling software.
DOI: 10.6084/m9.figshare.28898630.v1
title: AI for Editors - A strategy brief

description: The community of volunteers is the most important and unique element of success behind Wikipedia – a leading example of encyclopedic knowledge governance around the world. For over a decade the community and Wikimedia Foundation (WMF) have developed and used artificial intelligence (AI) to power bots, products, and features. The dual forces of recent advances in AI and the increasing challenges of moderating a complex knowledge ecosystem motivated us to develop a strategy to further leverage AI’s potential and mitigate its risks on the projects. This strategy focuses on using AI to enhance the work of editors in areas that AI can have the highest impact in the projects: by automating routine and repetitive tasks that do not require human judgment or discussions, onboarding and mentorship of new editors, opening time for editors to focus on local and specialized encyclopedic knowledge across languages, and prioritizing the safeguarding of knowledge integrity, all while preserving human agency. By significantly and purposefully supporting editors’ work with AI in these areas, this strategy aims to maintain and enhance Wikipedia’s position as a trusted source of knowledge, driven by the community for generations to come.
DOI: 10.17632/4p97kf9ydf
title: MATTER-D-21-01364R2

description: 1H NMR of MATTER-D-21-01364R2
DOI: 10.17632/83s86stvm2
title: Measuring the Economic Security from Copenhagen School’s Perspective: Comparison of Selected Regions

description: The dataset encompasses various countries across three Regional Security Complexes (RCS) comprising 51 countries. These counties are selected and grouped based on the RCS theory of Buzan and Wæver. Data from 2006 to 2019 provide an analysis of the relationship between governance quality and economic performance.
DOI: 10.17632/895wvf839m
title: Li_2024_GCA_Data.zip

description: Data for "Calcite controls mobilization of colloid- and nanoparticle-bound Cd and Zn in sphalerite- and smithsonite-spiked soil".
DOI: 10.17632/c3yhs5y4nc
title: Recovery after exploitation of Pollicipes pollicipes is facilitated by the presence of conspecifics: a study of post-harvest gap recolonization dynamics in SW Europe

description: This dataset contains:
 -all the data
-the script used for all the analysis that were carried out and the plots of the obtained results
DOI: 10.17632/k7fxcffjjk
title: tda-segmentor: A tool to extract and analyze local structure and porosity features in porous materials

description: Local geometrical features of a porous material such as the shape and size of a pore or the curvature of a solid ligament do often affect the macroscopic properties of the material, and their characterization is necessary to fully understand the structure-property relationships. In this contribution, we present an approach to automatically segment large porous structures into such local features. Our work takes inspiration from techniques available in Topological Data Analysis (TDA). In particular, using Morse theory, we generate Morse-Smale Complexes of our structures that segment the structure, and/or its porosity into individual features that can then be compared. We develop a tool written in C++ that is built on the topology toolkit (TTK) library, an open source platform for the topological analysis of scalar data, with which we can perform segmentation of these structures. Our tool takes a volumetric grid representation as an input, which can be generated from atomistic or mesh structure models and any function defined on such grid, e.g. the distance to the surface or the interaction energy with a probe. We demonstrate the applicability of the tool by two examples related with analysis of porosity in zeolite materials as well as analysis of ligaments in a porous metal structure. Specifically, by segmenting the pores in the structure we demonstrate some applications to zeolites such as assessing pore-similarity between structures or evaluating the accessible volume to a target molecule such as methane that can be adsorbed to its surface. Moreover, once the Morse-Smale complexes are generated, we can construct graph representations of the void space, replacing the entire pore structure by a simply connected graph. Similarly, the same tool is used to segment and generates graphs representing the solid structure and we show how they can be used to correlate structure and mechanical properties of the material. The code is published as open-source and can be accessed here: https://github.com/AMDatIMDEA/tda-segmentor
DOI: 10.17632/vytzhmm254
title: Ocean acidification metrics (pH and aragonite saturation state) in the Arctic Chukchi Sea from 2002 to 2018

description: This accession includes parameters of ocean acidification metrics (pH and aragonite saturation state) in the water column collected by international cruises as well as CHINARE cruises during 2002 to 2018. These data include measurements/calculations of temperature, salinity, depth, pH, and aragonite saturation state.
DOI: 10.6084/m9.figshare.14701110.v1
title: ricci_boltztrap_mp_tabular

description: <pre>Ab-initio electronic transport database for inorganic materials. Complex multivariable BoltzTraP simulation data is condensed down into tabular form of two main motifs: average eigenvalues at set moderate carrier concentrations and temperatures, and optimal values among all carrier concentrations and temperatures within certain ranges. Here are reported the average of the eigenvalues of conductivity effective mass (mₑᶜᵒⁿᵈ), the Seebeck coefficient (S), the conductivity (σ), the electronic thermal conductivity (κₑ), and the Power Factor (PF) at a doping level of 10¹⁸ cm⁻³ and at a temperature of 300 K for n- and p-type. Also, the maximum values for S, σ, PF, and the minimum value for κₑ chosen among the temperatures [100, 1300] K, the doping levels [10¹⁶, 10²¹] cm⁻³, and doping types are reported. The properties that depend on the relaxation time are reported divided by the constant value 10⁻¹⁴. The average of the eigenvalues for all the properties at all the temperatures, doping levels, and doping types are reported in the tables for each entry. Data is indexed by materials project id (mpid)"</pre>
DOI: 10.6084/m9.figshare.674546.v1
title: CERNatschool-frame-reader Test Dataset - CSV format

description: This is test dataset taken by a CERN@school Timepix detector in Comma Separated Value (CSV) format. It consists of the frame data for three 256x256 pixel frames, with each frame's data in a separate file. The original binary format data may be found at the figshare link below. The data themselves are the readings from the pixels (X, Y, number of counts) caused by particles incident on the Timepix detector's silicon sensor element when exposed to a potassium chloride source. Three frames were taken with an acquisition time of 60 seconds. Further information may be found on the CERN@school website. A simple frame display (written in Python, with matplotlib) may be found in the Github repository linked to below.
DOI: 10.17632/bmp4wzrgnk
title: Excel Pricing Workbook: Cross Currency Swap Theory & Practice - An Illustrated Step-by-Step Guide of How to Price Cross Currency Swaps and Calculate the Basis Spread

description: Cross Currency Excel Pricing Workbook and Bloomberg SWPM Snapshot Document
DOI: 10.17632/kvdkm7ks6g
title: Evaluation of hook size in recreational salmon troll fisheries in the marine waters of Washington state, 2023 and 2024

description: These data were collected for a study assessing the fishing performance of small (1/0) and large (6/0) hooks in recreational salmon trolling. Factors of interest in the study were drop-off rates; frequency of hooking body regions resulting in low, intermediary, and high risk of mortality using published mortality rates from Wertheimer et al. (1989); and average size of salmon caught. The goal of the study was to assess whether hook size regulations for salmon troll fishing would improve survival of hooked and released salmon. 

These data were assessed by Scordino et al. and a manuscript was submitted to PeerJ during October 2024.
DOI: 10.15468/dl.63yur2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platytroctes Günther, 1878",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((44.0031 -15.9691,43.978 -16.1504,44.9648 -16.1504,44.9648 -15.5455,44.7261 -15.708,44.2309 -15.7446,44.0031 -15.9691))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012978-250525065834625/datasets/export for details.
DOI: 10.17632/kh5zvysyph
title: Looking Beyond Seeing: Components of Visual-Spatial Ability As an Overarching Process

description: In the present study, we propose an alternative conception of the underlying dimensions forming the basis of visual-spatial abilities.
DOI: 10.17632/kmvxghygkv
title: Potential natural hydrosol blend TGLON suppresses the proliferation of five cancer cell lines and also ameliorates idiopathic pulmonary fibrosis in mouse model

description: The findings suggest that TGLON is well-tolerated by MRC-5 normal lung cells while concurrently demonstrating inhibitory effects on various cancer cell lines, including A-549 lung cancer cells, HepG2 liver cancer cells, MCF-7 breast cancer cells, MKN-45 stomach cancer cells, and MOLT-4 leukemic lymphoblasts. Further, animal models have revealed that TGLON can effectively and safely attenuate the progression of idiopathic pulmonary fibrosis without inducing acute oral toxicity, highlighting its substantial therapeutic potential.
DOI: 10.17632/kpg948x794
title: Conceptual Design Raw EEG Recordings - Open Ended Loosely Controlled Design Experiments

description: The present dataset includes Raw EEG Recordings in Loosely Controlled Design Experiments at Concordia Design Lab. In this dataset, 27 participants took part in six design experiments. These raw EEGs have not been pre-processed or segmented. The preprocessed version of these EEGs can be found in another dataset (located in Mendeley Data) at: Zangeneh Soroush, Morteza; Zhao, Mengting; Jia, Wenjun; Zeng, Yong (2023), “Conceptual Design Exploration: EEG Dataset in Open-ended Loosely Controlled Design Experiments”, Mendeley Data, V1, doi: 10.17632/h4rf6wzjcr.1 https://data.mendeley.com/datasets/h4rf6wzjcr/1 The detailed information about the dataset is included in the pre-processed version of EEGs. Short description of the dataset: In this dataset, 42 graduate students, aged between 24 and 39, participated in conceptual design experiments. During these experiments, Electroencephalogram (EEG) signals were recorded as the participants engaged in design tasks. However, due to various reasons—three participants not completing all experiments, eleven facing technical issues, and one producing poor quality biosignals—only 27 participants' (including 8 women) EEG data were ultimately included in the dataset. Prior to participation, all individuals provided informed consent. The EEG recording was conducted using a 64-channel BrainVision system (Brain Vision Solutions, Montreal, Canada), with electrodes positioned according to the 10-10 international standard system. The EEGs were recorded throughout the experiments and subsequently underwent preprocessing and segmentation. Each participant tackled six design problems, each comprising five open-ended, self-paced, and loosely controlled design tasks. These tasks were related to designing a birthday cake (BDC), a recycle bin (REB), a toothbrush (TOB), a wheelchair (WHC), a workspace (WOS), and a drinking fountain (DRF). Within each design problem, participants performed five specific tasks: understanding the problem (PU), generating ideas (IG), rating generated ideas (RIG), evaluating ideas (IE), and rating idea evaluations (RIE). Additionally, each session included two 3-minute rest periods with eyes closed (RST1 and RST2) at the beginning and end. To simplify the design process while still mimicking a real-world environment, each design problem was divided into five open-ended tasks. This structure was intended to provide guidance without imposing excessive constraints, allowing participants to work at their own pace and without interruptions. This approach was the primary and sole structure implemented in the experiment to assist participants in addressing the design problems. By submitting the raw EEG signals (in addition to the pre-processed version, which has already been published), we aimed to create data which can be fully explored and utilized for the advancement of the field. Interested researchers can use these signals to implement their proposed EEG analysis and preprocessing methods.
DOI: 10.17632/np3cntpgct
title: Data for: Investor Attention and Bitcoin Liquidity: Evidence from Bitcoin Tweets

description: High-frequency data of tweets hashtag Bitcoin and corresponding Bitcoin price data (5-minute Intervals)
DOI: 10.17632/vm63bzjrgn
title: CNV report

description: If in the tested cell line (compared to the reference) new CNVs greater than 2 Mb and/or LOH greater than 5
Mb are detected the CNV QC test has “failed” regarding the internal QC criteria of CUSCO (Core Unit pluripotent Stem Cells and Organoids). The CNV analysis result suggests that the iPSC line contains neither CNVs &gt; 2 Mb nor regions of LOH &gt; 5 Mb.
DOI: 10.17632/zw4rx7p8rn
title: Updated Supplementary files for JAAD psoriasis smartphone app study

description: Supplementary files for JAAD research letter entitled: "Effect of a disease monitoring smartphone application in combination with a patient educational program on mental health of psoriasis patients: a randomized intervention study"; updated after major revision
DOI: 10.6084/m9.figshare.27373107.v1
title: Public Data base - Rural youth inclusion in Dait Aoua (Morocco).xlsx

description: The shared dataset supports scientific research conducted in Daït Aoua, Morocco, focusing on youth economic inclusion within rural economies. This research examines how young people in Daït Aoua face economic challenges, including limited access to land, financial resources, and socio-cultural barriers. The dataset encompasses both quantitative and qualitative data collected through surveys, interviews, and statistical analyses, offering insight into the factors that shape youth engagement in local economies.Preliminary findings from the study reveal significant spatial inequalities, restricting young people to low-income, unstable roles in agricultural labor or unpaid family work. Efforts by youth to diversify income through entrepreneurship or seasonal migration are often hindered by insufficient capital and limited market access. This dataset aims to inform targeted policies to address these structural barriers, promote equitable access to resources, and support sustainable economic development, ultimately empowering rural youth to contribute meaningfully to their communities.
DOI: 10.6084/m9.figshare.6818744.v1
title: Experiment 5F-SubjectE-160429-5St-SGLHand-HFREQ

description: Experiment in which subject performed motor imagery of a single hand's 5 finger motions, recorded using higher sampling rate setting of 1000 Hz.
DOI: 10.15468/dl.gtmdzc
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Oxytropis latibracteata Jurtzev",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 28 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012979-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/v39bywm9z6
title: Polysome collapse and RNA condensation fluidize the cytoplasm

description: This is the microscope imaging data.
DOI: 10.17632/hfk7fxt9fm
title: HR Analytics Dataset August 5 2020

description: Linking HR Analytics to Organizational Performance: Why, How, and When?