cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28934831.v1
title: Instances of the "Personalized study plans considering groups and the stress factor" article

description: Abstract of the paper: This paper presents a mathematical model for the Group Educational Planning Problem, which is a scheduling problem that considers how stress affects the duration of an activity, depending on its position in the learning schedule. The mathematical model includes two functions based on the stress factor of each student and their scheduled position. The main contributions of this work are that, with the mathematical model we propose, we can now select and schedule activities for each student in a working group, taking into account the stress behavior of each individual and their learning capacities. Furthermore, the study explores scenarios in which each student's learning process can either benefit or hinder students in terms of the time required to complete an activity. The results demonstrate that the proposed model successfully generates balanced schedules by prioritizing periods when activity durations are shorter due to stress fluctuations. Additionally, the heuristic approach we adopted (terminating the solver at 300 seconds while maintaining a near-optimal solution) proved to be an effective trade-off between computational efficiency and practical feasibility. The findings reinforce the importance of adaptive scheduling in educational settings, where external stressors and individual learning capacities must be carefully balanced.
DOI: 10.6084/m9.figshare.13067651.v1
title: Supplementary Material for: Coronary Collateral Microcirculation Reserve Becomes Vestigial with Aging

description: <b><i>Introduction:</i></b> Our previous study indicated that coronary collateral microcirculation reserve (CCMR), native collaterals, transports blood flow to an ischemic area to reduce ischemic tissue injury. This study aimed to observe the changes of CCMR in the hearts of different month-old rats. <b><i>Methods:</i></b> We selected 2-, 8-, 16-, and 24-month-old rats as the research objects to monitor the changes of CCMR in rats with aging. After acute myocardial infarction, lectin-FITC was injected into the femoral vein vessels of rats to mark CCMR vessels in the ischemic area. <b><i>Results:</i></b> Results of the lectin-FITC perfusion experiment indicated that the number and collagen IV coverage of CCMR vessels declined with aging. Moreover, data suggested a correlation between endothelial nitric oxide synthase and a decline in the number of CCMR vessels. <b><i>Conclusion:</i></b> Aging causes CCMR decline in rats.
DOI: 10.6084/m9.figshare.19382376.v1
title: ecg-polar-h10-set6

description: Single-lead ECG tracings along with heart rate and 3-axis chest actigraphy using a Polar H10 sensor worn with on a Polar Pro chest strap, with data transferred via bluetooth to an Android smartphone (Realme 6i) that serves as a bluetooth receptor unit and data recorder via the Polar Sensor Logger app on Android by Jukka Happonen (Polar developer, this app is unofficial): https://play.google.com/store/apps/details?id=com.j_ware.polarsensorlogger<br>Data was compressed with 7-zip using LZMA2 in Normal compression setting and split into 5GB parts to respect the file size limit of figshare. Total is 18 GB compressed, 106 GB uncompressed.<br>This dataset covers the period from 2022-01-26 to 2022-03-17. There is no overlap with previous sets, this is the continuation. See other sets for further data.<br>This wearable was only worn when at home.<br>Each file represents one acquisition session, of variable time up to 140h in one session. The acquisition software also split files when the device is temporarily out of reach, so there several files with very few entries, which means the device was barely reachable or went in and out of bluetooth range. These files can be concatenated to study a longer time period. There are 4 types of files: ECG for the raw ECG at 133Hz sampling rate, HR for the heart-rate computed by the proprietary Polar embedded software in the H10 sensor and also the IBI (inter-beats intervals) to ease calculation of HRV (heart rate variability), ACC for the 3-axis (accelerometer = translation axes) chest actigraphy set at 100Hz sampling rate and 4g sampling resolution, and Marker which are manual markers by the operator to mark special temporal events but they were not used for this study so they are either deleted or empty. For the full technical specification of the Polar H10 device, see: https://github.com/polarofficial/polar-ble-sdk/tree/master/technical_documentation
DOI: 10.6084/m9.figshare.22746827.v1
title: Acquired signals for station 52010

description: compressed archive with {measurmentId}.npy files from contacless method for detecting partial discharges in xlpe cc power transmission lines
DOI: 10.6084/m9.figshare.25855999.v2
title: Chinese Stock Market Index Datasets

description: The repository contains six CSV datasets, which are the major indices of the Chinese stock market, including the SSECI, the SZSECI, the GEI, the CSI 300 Index, the CSI 500 Index, and the SSE50 index.
DOI: 10.6084/m9.figshare.3159862.v1
title: Identification of modulators of autophagic flux in an image-based high content siRNA screen

description: Autophagy is the primary process for recycling cellular constituents through lysosomal degradation. In addition to nonselective autophagic engulfment of cytoplasm, autophagosomes can recognize specific cargo by interacting with ubiquitin-binding autophagy receptors such as SQSTM1/p62 (sequestosome 1). This selective form of autophagy is important for degrading aggregation-prone proteins prominent in many neurodegenerative diseases. We carried out a high content image-based siRNA screen (4 to 8 siRNA per gene) for modulators of autophagic flux by monitoring fluorescence of GFP-SQSTM1 as well as colocalization of GFP-SQSTM1 with LAMP2 (lysosomal-associated membrane protein 2)-positive lysosomal vesicles. GFP-SQSTM1 and LAMP2 phenotypes of primary screen hits were confirmed in 2 cell types and profiled with image-based viability and MTOR signaling assays. Common seed analysis guided siRNA selection for these assays to reduce bias toward off-target effects. Confirmed hits were further validated in a live-cell assay to monitor fusion of autophagosomes with lysosomes. Knockdown of 10 targets resulted in phenotypic profiles across multiple assays that were consistent with upregulation of autophagic flux. These hits include modulators of transcription, lysine acetylation, and ubiquitination. Two targets, <i>KAT8</i> (K[lysine] acetyltransferase 8) and <i>CSNK1A1</i> (casein kinase 1, α 1), have been implicated in autophagic regulatory feedback loops. We confirmed that <i>CSNK1A1</i> knockout (KO) cell lines have accelerated turnover of long-lived proteins labeled with <sup>14</sup>C-leucine in a pulse-chase assay as additional validation of our screening assays. Data from this comprehensive autophagy screen point toward novel regulatory pathways that might yield new therapeutic targets for neurodegeneration.
DOI: 10.15468/dl.5qw62r
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Boasaxius princeps (Boas, 1880)"
 ]
}

 The dataset includes 23 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013124-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/3tfh4k3y2w
title: The Effect of Cultural and Educational Perceived Value on Intangible Cultural Heritage Tourists' Behavioral Intentions: The Mediating Role of Positive Emotions and Satisfaction

description: A questionnaire survey based on questions.
DOI: 10.17632/8cm7ng69nh
title: 2D Janus Halogenated Silicene database

description: Recent advances in theoretical computing and machine learning (ML) have facilitated the in-depth exploration of two-dimensional (2D) materials. We combines ML with 2D materials screening with the aim of exploring novel halogenated silicene-based materials for applications in photocatalysis and solar cells. We construct a data-driven framework that combines first-principles computation and self-contained databases for supervised learning to develop highly accurate predictive models. This dataset containing 286 halogenated silicene structures, which is 11.5% of the total database, is obtained after Density-functional theory (DFT) calculations.
DOI: 10.6084/m9.figshare.20546934.v1
title: T-HWDB1.1.zip

description: Dataset:T-HWDB1.1
DOI: 10.6084/m9.figshare.28329890.v1
title: Substructures using POI

description: Substructures in four cities.
DOI: 10.17632/hg4f49jbfh
title: A Community Resilience Index for Norway (Data and Replication Instructions)

description: Data and replication instructions found here can be used to replicate the results presented in: Scherzer, Sabrina, Päivi Lujala and Jan Ketil Rød (2019). A community resilience index for Norway: An adaptation of the Baseline Resilience Indicators for Communities (BRIC). International Journal for Disaster Risk Reduction. For reproduction of the vulnerability indices (Rød et al. 2015) included in the dataset, please contact Jan Ketil Rød (jan.rod@ntnu.no). All other queries regarding the data or replication instructions, please contact Sabrina Scherzer (sabrina.scherzer@ntnu.no)
DOI: 10.17632/p5bj5xnkv4
title: Evaporation of levitating microdroplets containing luminescent Gd2O3:Er3+ nanoparticles (also with TiO2 nanoparticles)

description: Microdroplets of suspension were levitated in a linear quadrupole trap and studied as described e.g. in Y. Shopa et al., JQSRT 296 (2023). The suspended phase consisted of nanoparticles of Gd2O3:Er3+ of several sizes and concentrations. In a few experiments, TiO2 nanoparticles of 100 nm diameter were also added. The continuous phase consisted of diethylene (2EG), triethylene (3EG) and tetraethylene (4EG) glycols. Experiments with droplets of suspension of TiO2 nanoparticles only in 4EG were performed for comparison. The data is divided into the folders correspondingly. Up-converted luminescence was excited with an 806 nm diode laser (CW, ~1.5 W). Two groups of spectral lines were (usually) visible (green (stronger) and red). We followed the temporal evolution of several selected lines, both in luminescence and in scattering at right angle (usually 538, 548, 553, 562, 633, 654, 661, 675, 682, 783, 806 nm): files *-Spectra.csv, where * (in hh_mm_ss format) always denotes the time of measurement file creation. Simultaneously the shadow image of the droplet was recorded (non-coherent light, 633 nm LED). The droplet radius was measured by fitting an ellipse to the shadow edge. The ellipse parameters temporal evolution are stored in *-Shadow.pdf files: time, mean diameter (mean of the ellipse axes), long axis rotation, X and Y of the centre, long and short axis, border length, X and Y of “the centre of mass” of the border, fitting error. The microdroplet's vertical position was stabilised with a DC field. The corresponding voltage variation together with other stabilisation system parameters are stored in *.csv files: KeyStab: 0 – stabilisation off, 2 – on, k_PID – proportionality parameter of the software voltage regulator, freq – trapping AC field frequency. In some cases, partially concurrently light was collected at a right angle with a PMT for the green 512 or 806 nm laser. The photon count rate is stored in *-CRM.csv files. Time stored in corresponding files was synchronised. In-focus movies (~200 fps) of the evaporating microdroplet were recorded for certain experiments to illustrate its evolution – no synchronisation is available. It must be kept in mind that the observed image is for the most part speckle (from the green laser). The "Laser on/off" pertains to the 806 nm laser. Further details can be found in the readme.txt files in the corresponding folder. (No)_th_spectrum.csv represents the ith recorded spectrum from the corresponding experiment. The parameters of the samples can be found in the .pptx files.
DOI: 10.17632/ptx3dzs926
title: NGS data of CRISPR/dCas9 activation screen with CDK4/6 inhibitor Palbociclib in bladder cancer

description: We used a genome-scale functional genomics approach to determine the mechanisms of resistance to PD0332991. Transcriptional activation was performed using the synergistic activation mediator (SAM) CRISPR-dCas9 library. Work flow: a) T24 cells with stably transduced SAM components. b) Low MOI lentiviral transduction of amplified sgRNA library. c)antibiotic selection for transduced cells. e) divide cells into control(vehicle) and PD 7 days treatment. f) NGS of PCR amplicons. g) Comparison of sgRNA counts in control and treatment conditions.
DOI: 10.6084/m9.figshare.28924508.v2
title: Varona et al 2025b Viral abundances

description: Viral genome information on reads mapped, genome length, fractional abundances, and relative abundances input into the Pearson correlation test used for Varona et al 2025b
DOI: 10.6084/m9.figshare.25864864.v1
title: Wild type domestication: loss of intrinsic metabolic traits concealed by culture in rich media - additional data

description: Additional supporting information for publication "Wild type domestication: loss of intrinsic metabolic traits concealed by culture in rich media".
DOI: 10.4121/uuid:1fcc9e01-b339-4e75-b92a-2e40f3b660cf
title: Hotspot SHM Sensor Placement

description: Sensor Placement for Hotspot SHM
DOI: 10.6084/m9.figshare.17132069.v1
title: TUnCaT paper reproduction

description: Data and reproduction code for the TUnCaT paper (Bao, Y., E. Redington, A. Agarwal, and Y. Gong, Decontaminate traces from fluorescence calcium imaging videos using targeted nonnegative matrix factorization. Frontiers in Neuroscience (2021 (in press)).).
DOI: 10.6084/m9.figshare.21810366.v7
title: 2018_upwelling_pCO2_data.xlsx

description: This data set is for the paper " Factors controlling the sea surface partial pressure of carbon dioxide in upwelling regions: A case study of the southern East China Sea before and after Typhoon Maria ."
DOI: 10.6084/m9.figshare.23401400.v2
title: raw data for 'Probing three-dimensional mesoscopic interfacial structures in a single view using multibeam X-ray coherent surface scattering and holography imaging'

description: raw data used for the publication of 'Probing three-dimensional mesoscopic interfacial structures in a single view using multibeam X-ray coherent surface scattering and holography imaging'
DOI: 10.6084/m9.figshare.26103397.v1
title: Summary of consensus genome data set of Spodoptera exigua and results of CYP9A40 mutation confirmation within the genome

description: Summary of consensus genome data set of Spodoptera exigua and results of CYP9A40 mutation confirmation within the genome.
DOI: 10.17632/n96ncsr5g4
title: Phishing Websites Dataset

description: The dataset consists of a collection of legitimate as well as phishing website instances. Each instance contains the URL and the relevant HTML page. The index.sql file is the root file, and it can be used to map the URLs with the relevant HTML pages. The dataset can serve as an input for the machine learning process.

Highlights: 
      - Total number of instances: 80,000 (83,275 instances in the dataset due to the existence of some removed SQL records in preprocessing stage)
      - Number of legitimate website instances (labelled as 0 in the SQL file): 50,000
      - Number of phishing website instances (labelled as 1 in the SQL file): 30,000

Structure:
The index.sql file is the root file. It consisted of five fields.
      1). rec_id - record number
      2). url - URL of the webpage
      3). website - Filename of the webpage (i.e. 1635698138155948.html)
      4). result - Indicates whether a given URL is phishing or not (0 for legitimate and 1 for phishing).
      5). created_date - Webpage downloaded date

Sources:
  - Legitimate Data [50,000] - These data were collected from two sources.
      1). Google search - Simple keyword search on the google search engine was used, and the top 5 URLs of each search were collected. Domain restrictions were used and limited a maximum of 10 collections from a domain to have a diverse collection at the end.
      2). Ebbu2017 Phishing Dataset [1] - Nearly 25,874 active URLs were collected from this repository

  - Phishing Data [30,000] - Three sources were used.
      1). PhishTank - From 01 December 2020 to 31 October 2021
      2). OpenPhish - From 29 September 2021 to 31 October 2021
      3). PhishRepo [2] - From 29 September 2021 to 31 October 2021

Data Collection Process:
      - Legitimate Data: 
           - The URLs were collected from the above sources and fetched the relevant webpages separately. 
           - The URLs are in different lengths to minimize the URL lengths issue mentioned by Verma et al. [3].

      - Phishing Data: 
           - The URLs were collected from the above sources, and at the same time, the relevant web pages were fetched. 
           - An automated script continuously monitored PhishTank and OpenPhish to collect the latest phishing URLs. 
           - The collected URLs were fetched simultaneously to minimize the resource unavailable issue since the phishing pages do not exist for a longer period on the web. 
           - PhishRepo provides all the resources relevant to a phishing webpage; therefore, simply use their download function to download PhishRepo data.

References:
[1]. Ebbu2017 Phishing Dataset. Accessed 31 October 2021. Available: https://github.com/ebubekirbbr/pdd/tree/master/input.
[2]. PhishRepo. Accessed 31 October 2021. Available: https://moraphishdet.projects.uom.lk/phishrepo/.
[3]. Verma, Rakesh M., Victor Zeng, and Houtan Faridi. "Data quality for security challenges: Case studies of phishing, malware and intrusion detection datasets.", 2019.
DOI: 10.25392/leicester.data.22083503.v1
title: Museum of London Reimagining the Restoration: Teacher Focus Group Evaluation Report

description: This is a report by an external evaluator on two focus groups held to aid the creation of teaching materials on the Great Fire of London and on seventeenth-century Deaf history for primary schools. The report summarizes the views and suggestions from teachers. <br> Events were held for primary school teachers and for Teachers of the Deaf. Participants were asked for their views on existing Museum of London provision on the Great Fire, covering online resources and a recording of a live-stream used with Key Stage 1 groups (6-7 year olds). They were also asked to comment how the accessability of this and future material might be improved for children with additional needs. They were then invited to review proposals for new materials for websites run by the Museum and, in the case of the Teachers of the Deaf focus group, to comment on ideas for workshops with Deaf children. <br> The report was comissioned by the PI and project's learning manager.
DOI: 10.6084/m9.figshare.23354078.v2
title: <strong>Genomic divergence and the evolution of ecotypes in bottlenose dolphins (genus </strong><em><strong>Tursiops</strong></em><strong>)</strong>

description: Tur_18060SNP.strGenotypes for 353 bottlenose dolphin (<i>Tursiops spp.</i>) individuals at 18060 biallelic SNP loci in structure format.Tur_18060SNP.vcfVCF with genotypes for 353 bottlenose dolphin (<i>Tursiops spp.</i>) individuals at 18060 biallelic SNP loci.TurDel_18282SNP.strGenotypes for 353 bottlenose dolphin (<i>Tursiops spp.</i>) individuals and nine common dolphin (Delphinus delphis) individuals at 18282biallelic SNP loci in structure format.TurDel_18282SNP.vcfVCF with genotypes for 353 bottlenose dolphin (<i>Tursiops spp.</i>) individuals and nine common dolphin (Delphinus delphis) individuals at 18282 biallelic SNP loci.SNPs_Flanking_regions_Taduncus.fnaFASTA file with 18,060 sequences, each containing 300 bp of the flanking region on both sides of each unique SNP in the <i>Tursions spp</i>.<br><br>
DOI: 10.6084/m9.figshare.25298587.v1
title: Reference sequences of the top20 genera

description: Tables presenting the reference sequences of the top20 bacterial and fungal genera for (1) all leaf samples, (2) flower samples, (3) leaf samples in May.
DOI: 10.6084/m9.figshare.28903958.v1
title: SRQR checklist and semi-structured interview checklist for: <i>""They didn't hear what I was trying to say": An interpretative phenomenological analysis of survivors' experiences communicating with professionals about honour-based abuse"</i>

description: This repository contains two supplementary files related to the qualitative research article: "'They didn't hear what I was trying to say': An interpretative phenomenological analysis of survivors' experiences communicating with professionals about honour-based abuse."<b>Semi-structured Interview Guide</b>: The flexible interview guide used to conduct in-depth interviews with survivors of honour-based abuse (HBA). This guide focused on participants' experiences of communicating with professionals about HBA, including initial disclosure experiences, interactions with various professional groups, helpful and unhelpful communication aspects, barriers to effective communication, and suggestions for improvement. Interviews were conducted remotely via secure video conferencing, lasting between 60-90 minutes. The flexible interview guide used to conduct in-depth interviews with survivors of honour-based abuse (HBA). This guide focused on participants' experiences of communicating with professionals about HBA, including initial disclosure experiences, interactions with various professional groups, helpful and unhelpful communication aspects, barriers to effective communication, and suggestions for improvement. Interviews were conducted remotely via secure video conferencing, lasting between 60-90 minutes.<b>Completed SRQR Checklist</b>: The Standards for Reporting Qualitative Research (SRQR) checklist completed for the manuscript, documenting adherence to established reporting standards for qualitative research. This checklist maps the location of key methodological and reporting elements within the manuscript.
DOI: 10.6084/m9.figshare.4598074.v1
title: Table S2. Early Andean tectonomagmatic stages in north Patagonia: insights from field and geochemical data

description: Table S2. Geochemical analysis of Jurassic and Cretaceous volcanic rocks (oxides in wt.%, trace elements in ppm).
DOI: 10.17632/6xwk7tb9bz
title: Advanced Microbial Source Tracking and Fecal Source Apportionment

description: This dataset contains measurements of concentrations of fecal indicator bacteria (Escherichia coli and enterococci) and microbial source tracking (MST) markers (HF183, Rum2Bac, GFD, DG37, CowM3, and GenBac), and detections of culturable E. coli that carry the sewage-associated H8 gene. This data also includes environmental parameters recorded during each sampling event, including estimations of tide and precipitation, measurements of water temperature, dissolved oxygen, pH, salinity, and turbidity. Surface water was sampled in five different water bodies (Bullfrog Creek, Frenchmans Creek, Hamilton Creek, Northshore Park, and Salt Creek) that discharge directly or indirectly to Tampa Bay in Hillsborough and Pinellas, Florida counties. Samples were collected at several sites in each water body on a monthly basis from July 2022 to June 2024 to identify major sources of fecal pollution. QPCR MST data were also used to estimate human health risk ascribed to primary contact recreational exposure by QMRA.