cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/b73cw5n43r.4
title: DenMune Research Data

description: DenMune Research datasets
used by the paper "DenMune: Density Peak Based Clustering Using Mutual Nearest Neighbors"
Author: Mohamed Ali Abbas email: mohamed.alyabbas@gmail.com

36 dataset as follows:
9 real datasets from UCI repository at https://archive.ics.uci.edu/ml/index.php
1 MNIST dataset from http://yann.lecun.com/exdb/mnist/
14 synthetic datasets from http://cs.joensuu.fi/sipu/datasets/
1 Chemleon DS4 dataset from http://glaros.dtc.umn.edu/gkhome/cluto/cluto/download
1 HDBSCAN Clusterable dataset from https://github.com/scikit-learn-contrib/hdbscan/

| dataset              download from                                                                             
| Iris                    https://archive.ics.uci.edu/ml/datasets/Iris                                              
| SCC                 https://archive.ics.uci.edu/ml/datasets/Synthetic+Control+Chart+Time+Series           
| Ecoli               https://archive.ics.uci.edu/ml/datasets/ecoli                                             
| Breast Cancer        https://archive.ics.uci.edu/ml/datasets/Breast+Cancer+Wisconsin+%28Original%29  
| Libras Movement     https://archive.ics.uci.edu/ml/datasets/Libras+Movement 
| Sonar                https://archive.ics.uci.edu/ml/datasets/Connectionist+Bench+%28Sonar%2C+Mines+vs.+Rocks%29 
| Arcene               https://archive.ics.uci.edu/ml/datasets/Arcene                                             
| Optical Digits       https://archive.ics.uci.edu/ml/datasets/Optical+Recognition+of+Handwritten+Digits      
| Pen-Based Digits     https://archive.ics.uci.edu/ml/datasets/Pen-Based+Recognition+of+Handwritten+Digits       
| MNIST                http://yann.lecun.com/exdb/mnist/                                                          | Chameleon DS7        http://glaros.dtc.umn.edu/gkhome/cluto/cluto/download 
| HDBSCAN Clusterable | https://github.com/scikit-learn-contrib/hdbscan/blob/master/notebooks/clusterable_data.npy 

all the following datasets can be downloaded ttp://cs.joensuu.fi/sipu/datasets
| Aggregation         
| Compound                                                              
| Pathbased
| Spiral                                                  
| Jain                                                     
| Flame                                                              
| G2-2-10                                                   
| G2-2-30                                                    
| G2-2-50           
| G2-2-100                                                                  
| dim32           
| dim1024
| D31                                                   
| S1
DOI: 10.17632/hzk68kzzjy.1
title: Marine Bioinvasion: Ecological Risks and Implications for Maritime Safety

description: Ballast water is essential for the stabilization of ships, ensuring the safety of the vessel, cargo and crew. This practice is crucial for controlling the ship’s draft, keeping the vessel upright and preventing it from listing. Despite its importance for navigation, ballast water is the main cause of marine bioinvasion. When ships carry ballast water, aquatic organisms are moved from their local communities to new ecosystems, which can result in the introduction of exotic species that threaten local biodiversity. The global maritime sector transports a variety of species in its ballast water every day, and this introduction can cause ecological imbalances, negatively affecting coastal economic activities. In addition, ballast water can contain pathogens, posing risks to public health. Awareness of the impacts on marine ecosystems is essential, as is the development of biocide-free antifouling research and the implementation of ballast water treatment systems.
DOI: 10.17632/bjy2svvmn8.1
title: Mobile-Captured Pharmaceutical Medication Packages

description: 1)	A total of 3900 medication pack images were captured at different random angles. There are 26 images per pack.
2)	Backgrounds are made of paper, cardboard, and plastic.
3)	No transparent, reflexive, or patterned backgrounds are used.
4)	300 images were captured while enabling the flashlight.
5)	3600 images were captured in different lighting conditions without using a flashlight. Some images were even captured at dawn time to try the worst lighting conditions.
6)	Pharmaceutical packs only were captured. Nothing was captured without its pack.
7)	Captured medication packs contain tablets, capsules, syrups, creams, ampoules, gels, drops, ointments, and other types. Two types of special medical tapes were also captured.
8)	150 different pharmaceutical packages were captured. If there is a difference in the dose, size, or type, it is considered a different pack.
9)	Some images were captured by different people after receiving the instructions to simulate a real patient experience.
10)	 Images were captured using 6 devices:
•	Huawei P30 Lite
•	Huawei Cun-L21
•	Samsung A50
•	Samsung A30s
•	iPhone XS Max
•	iPhone 11 Pro Max
11)	Some medication packs have handwriting.
12)	Some images contain shadows and flash burns.
13)	13)	Some packs have different types of damage such as having spills, being ripped, etc.
14)	Some images are slightly blurred.
15)	All captures were taken in all day and night times for several days to try as much lighting and shadow conditions as possible.
16)	The images are in the following resolutions:
•	3264 x 2448 pixels – 72 dpi
•	4000 x 3000 pixels – 72 dpi
•	5632 x 4224 pixels – 96 dpi
•	4032 x 3024 pixels – 72 dpi
•	4032 x 2268 pixels – 72 dpi
Images with dimensions that are greater than or equal to 4000 pixels were reduced by 20% for storing purposes.
DOI: 10.17632/y5v52jmbb3.1
title: Source contribution to the light absorbing properties of brown carbon in a typical urban area：machine learning at molecule level with high time-resolution mass spectrometer data

description: The data relate to the paper "Source contribution to the light absorbing properties of brown carbon in a typical urban area：machine learning at molecule level with high time-resolution mass spectrometer data".
DOI: 10.17632/c7fy75wrhr.1
title: High Temperature Zirconium Alloys for Fusion Energy dataset

description: Dataset accompanying the Publication entitled "High Temperature Zirconium Alloys for Fusion Energy"
DOI: 10.17632/4dhhn96dsn.1
title: Data for: The backfiring effect of auditing on tax compliance

description: This file contains the dataset and Stata commands used to test a possible U-shaped association between auditing level (measured as number of verification actions taken by tax authorities per 100 taxpayers in each country) and tax compliance (measured as business executives’ perception of tax evasion). All the data included in the dataset are publicly available.
DOI: 10.15468/dl.epu6h4
title: Occurrence Download

description: A dataset containing 6541 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Prunus padus L.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 6541 records from 243 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009330-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/85nz9k5tf5.4
title: Dataset from transnational survey about Electric Vehicles' knowledge and attitude of European consumers

description: This dataset contains data concerning a transnational survey about knowledge and attitude levels towards electric vehicles (EVs) across European consumers. The survey was conducted within the context of the proEME project (pro-eme.eu) in five countries namely, Denmark, Germany, Hungary, Norway and The Netherlands. Its purpose was to understand public knowledge and perception of EVs, and to identify the misconceived topics about EVs. The survey consisted of 51 multiple-choice questions with topics such as socio-demographics, mobility behaviour and included 23 statements regarding “EV myths”. This dataset can be used for quantitative and qualitative analyses in the area of public perceptions and understanding of EVs.
DOI: 10.17632/chcp433fvm.1
title: Dataset - Transformational leadership

description: The dataset shows that
Transformational leadership is measured with four dimensions and their interrelationships: 1. Core transformational leadership behavior (three items: CT1, CT2, CT3), 2. High-performance expectations (three items: HP1, HP2, HP3), 3. Supportive leader behavior (four items: SL1, SL2, SL3, SL4), 4. Intellectual stimulation (three items: IS1, IS2, IS3).
Knowledge-based work passion is associated with eight items: KK1, KK2, KK3, KK4, KK5, KK6, KK7, KK8.
Organizational citizenship behavior is associated with three dimensions: 1. OCB-Organization (four items: BO1, BO2, BO3, BO4), 2. OCB-Colleagues (four items: BC1, BC2, BC3, BC4), 3. OCB-Students (four items: BS1, BS2, BS3, BS4).
DOI: 10.17632/3stzwdp4n2.4
title: Falling head calculation spreadsheet

description: MS Excel spreadsheet based on an automated formula with a solver. It serves for hydraulic conductivity calcuclation and error estimation by fitting the parameters of the theoretical formula (Darcy Equation) to the field data. The spreadsheet was developed to analize data collected by the falling head method in permeability investigation of riverbed sediments.
DOI: 10.17632/nv7jbmkynm.2
title: Dataset of Drought and Flood Impact on Croplands in Southeast Asia between 1980 to 2019

description: Droughts and floods have been intensified in recent years and adversely affected agriculture sectors, but only a handful of studies exist to assess their impacts on croplands and production. The purpose of our dataset is to help researchers and scientists to access the temporal climate data geographically and assess the climate change and its impact on croplands in the Monsoon Climate Region (MCR) and Equatorial Climate Region (ECR) of Southeast Asia (SEA) during the crop growing seasons over 40 years period. Here, we used TerraClimate global high-resolution gridded Palmer Drought Severity Index (PDSI) datasets in Google Earth Engine and assessed the droughts and floods and their impacts on rainfed croplands and crop production in SEA. The Global Food Security-support Analysis cropland data in the GEE was used to assess drought damages on rainfed croplands and crop production. We created over 47,192 grid points geographically with a 10 × 10-kilometer resolution, in order to calculate the drought and flood impact on rainfed croplands during the primary crop-growing seasons in the MCR and ECR of SEA. In this data tree datasets were including, two raw data and Geographic Information System (GIS) shapefile data. The first raw dataset folder contains monthly temporal Palmar drought Severity index (PDSI) by country between 1980 to 2019, while the second raw gridded point dataset covers average drought frequencies by 10 km × 10 km geographically in MCR (Myanmar, Thailand, Lao PDR, Cambodia, and Vietnam) and ECR (Malaysia, Singapore, Indonesia, the Philippines, and Brunei Darussalam) regions with five years interval between 1980 to 2019 . The third data in GIS Shapefile format (GIS data folder) comprehends drought and their severities levels on rainfed croplands by country in SEA in 2010. The maps data in Maps folder which represents severity classes of drought and wet conditions (floods) impact on rainfed croplands, and the level of need for policy interventions by country in the MCR and ECR countries in SEA .
DOI: 10.17632/9j5gcygnwg.1
title: Raw payments transaction data from online casino players and online sports bettors

description: Two CSV files of payment transaction records representing customers of a US based gambling payments provider. The data represent customer transactions (deposits and withdrawals) between March 1, 2019 and February 29, 2020. There are 5 columns in each file, a description for each is provided in "data dictionary.docx". The data is in raw form. Each row represents a unique customer. The column containing the unique customer identifier has been obfuscated to increase anonymity. "Online_casino_DIB.csv" contains data for 2,286 customers of a casino-focused Internet gambling brand. "Online_sports_DIB.csv" contains data for 5,580 customers of a sports-focused Internet gambling brand.
DOI: 10.17632/7vj7n5pft9.1
title: Why consumers are eager to use and purchase virtual goods: An SEM-NCA approach

description: Data to test the factors that influence Algerians' purchase intention of virtual goods.
By using purposive sampling techniques, the data was collected using a structured questionnaire from a sample of 332 Algerian online game users. The Partial Least Squares Structural Equation Modelling (PLS-SEM) and necessary condition analysis (NCA) methods were adopted to analyze the focused relationships symmetrically and asymmetrically.
DOI: 10.17632/vjfvhsvbmw.1
title: Data for: ECOSYSTEM CARBON SINK CAPACITY OF MOUNTAINOUS FORESTS EXPANSION OVER ABANDONED GRAZING LAND: THE ROLE OF SUBSOIL AND CLIMATIC FACTORS
DOI: 10.17632/z2bjmr984t.1
title: Análisis caso SIEMENS

description: La presentación contiene los elementos clave del caso de estudio de la empresa SIEMENS para análisis y trabajo en curso.
Estudio de caso. Documento de la Universidad de HARVARD. BUSINESS. SCHOOL. Escrito por 
David J. Collis y Tonia Junker
9-717-428 REV : AGOSTO 2 2 , 2 0 1 8
Digitalización en Siemens, donde el profesor David J. Collis y la asistente de investigación Tonia Junker (Centro de Investigación de Europa) prepararon este caso. Fue revisado y aprobado antes de su publicación por una empresa designada. El financiamiento para el desarrollo de este caso fue proporcionado por Harvard Business School y no por la empresa. Los casos de HBS se desarrollan únicamente como base para la discusión en clase. Los casos no pretenden servir como avales, fuentes de datos primarios o ilustraciones de una gestión eficaz o ineficaz.
Enlace: https://www.hbs.edu/faculty/Pages/profile.aspx?facId=6660
DOI: 10.17632/v2d59hzyj6.2
title: Chromosome size-dependent polar ejection force impairs mammalian mitotic error correction

description: Summary of the work: Accurate chromosome segregation requires sister kinetochores to biorient, attaching to opposite spindle poles. To this end, the mammalian kinetochore destabilizes incorrect attachments and stabilizes correct ones, but how it discriminates between these is not yet clear. Here, we test the model that kinetochore tension is the stabilizing cue and ask how chromosome size impacts that model. We live image PtK2 cells, with just 14 chromosomes, widely ranging in size, and find that long chromosomes align at the metaphase plate later than short chromosomes. Enriching for errors and imaging error correction live, we show that long chromosomes exhibit a specific delay in correcting attachments. Using chromokinesin overexpression and laser ablation to perturb polar ejection forces, we find that chromosome size and force on arms determine alignment order. Thus, we propose a model where increased force on long chromosomes can falsely stabilize incorrect attachments, delaying their biorientation. As such, long chromosomes may require compensatory mechanisms for correcting errors to avoid chromosomal instability.

Data associated with the paper: "Chromosome size-dependent polar ejection force impairs mammalian mitotic error correction" Chong et al. Journal of Cell Biology. (doi: 10.1083/jcb.202310010)

Here, we include data used to generate the figures in this paper. Files are created and can be opened with GraphPad Prism. Individual kinetochore position data used to generate average distance to pole and average speed in monopolar spindles for control (Fig. 1H, Fig. 2E) and chromokinesin overexpression (Fig. S3) can be found in the excel file titled "distance to pole source data".
DOI: 10.15468/dl.dxxjas
title: Occurrence Download

description: A dataset containing 813 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Indocalamus Nakai"
 ]
}

 The dataset includes 813 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009331-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/5k9fhys4jw.1
title: Data for: Exploring the intersection between software industry and software engineering education - A systematic mapping of Software Engineering Trends

description: The data provided is only the raw data used to during our research. The analysis and extraction of the data are provided within the manuscript.
DOI: 10.17632/6v6kbk6kbf.1
title: Data for: A REAL OPTION BASED MODEL FOR THE VALUATION OF PATENT PROTECTED TECHNOLOGICAL INNOVATION PROJECTS

description: This excel file works with Crystal Ball for real option analysis. Crystal Ball should start prior to opening this file. 10,000 iterations is recommended.
DOI: 10.17632/shpfp7bdx7.1
title: Seismic Risk Quantification and GIS-Based Seismic Risk Maps for Dubai-UAE_Dataset

description: This dataset contains seismic hazard assessment and fragility relationships for Dubai, UAE. It is derived from incremental dynamic analyses via nonlinear dynamic response history analyses and simulations. The results are contained within an Excel file "Data.xlsx". The first tab in the data file provides the probability of exceeding the three performance levels in conformance to the ASCE41-16 procedure. Namely: Immediate Occupancy (IO), Life Safety (LS), and Collapse Prevention (CP), for the different types of multi-story buildings. Moreover, these results are visualized on city-wide GIS maps developed via the ArcGIS platform and ArcMap library. All files are organized in subfolders within a single compressed file: "GIS maps.rar". Finally, High-Resolution images of the GIS maps are available in individual "*.tiff" files.
DOI: 10.17632/whksg7scsx.1
title: Structural, Optical and Electrical Properties of Nanocrystalline Cu2O Thin Films Grown by Pulsed Laser Deposition

description: S.F.U. Farhad and D. Cherns, “Structural, Optical and Electrical properties of nanocrystalline Cu2O thin films grown by Pulsed Laser Deposition” paper# J8.30 Document: # 1868681 at Symposium J: Physics of Oxide Thin Films and Heterostructures, Material Research Society (MRS), Spring Meeting and Exhibition, 20-25 April, 2014, San Francisco, CA, USA Abstract: Phase pure Cu2O is desirable as an absorber material for solar cells using ZnO electrodes because of its reported bandgap (~2.1 eV), a suitable band alignment with ZnO, and the ability to dope both n- and p-type. Pulsed laser deposition (PLD) has been used to grow Cu2O on ZnO and other substrates at low substrate temperatures and in oxygen ambient. Transmission electron microscopy and X-ray diffraction analyses showed a single phase Cu2O with (111) and (200) textures while growing at 200 C and 25 C substrate temperatures respectively. Electrical measurements, including conductivity and electrochemical Mott-Schottky measurements, showed n-type behaviour with resistivity as low as ~3×10^-2 Ω.cm, much lower than previously reported results at ~25 C without any oxygen injection in the PLD chamber. The as grown Cu2O thin films also showed a transition from highly conductive n-type to highly resistive (~4×10^4 Ω.cm) p-type behaviour as the oxygen concentration increased. UV-Vis diffuse reflectance spectroscopy was used to estimate the optical bandgap of the polycrystalline thin films to be in the range 2.01 -2.10 eV. The poster describes the growth, structural and electrical properties of the Cu2O films, and the properties of Cu2O solar cells grown on ZnO electrodes.
DOI: 10.17632/xyzdj2fdvs.1
title: Non-linear least squares fit of specific heat data within the Schotte–Schotte model using web page

description: Specific heat of rare-earth based materials at low temperatures can often be described by the Schotte–Schotte model for Kondo impurity. For several decades thousands of papers have been published which were devoted to physics of rare-earth based compounds and often presented specific heat measurements for Kondo systems. The Schotte–Schotte model for Kondo impurity in a magnetic field requires evaluation of trigamma function for complex argument values. Typical graphing software for general use does not provide such capability. Therefore, very few papers related to Kondo effect in rare-earth based compounds provided analysis within that model. In this report we present a web page which fits specific heat data with a sum of electronic, lattice and Schotte–Schotte terms. The interface is written in Javascript, whereas back-end fitting engine is written in C and compiled to Javascript asm.js code using Emscripten compiler.
DOI: 10.17632/hdmdjwp3vf.1
title: Data for: A Simulator for Production Prediction of Multistage Fractured Horizontal Well in Shale Gas Reservoir Considering Complex Fracture Geometry

description: All the data used in our paper.
DOI: 10.17632/vcksnr3rh5.3
title: Trace element (Be, Zn, Ga, Rb, Nb, Cs, Ta, W) partitioning between mica and Li-rich granitic melt: Experimental approach and implications for W mineralization

description: Data S1 includes typical large W deposits and Li-rich granite-related deposits worldwide. Data S2 includes all LA-ICP-MS analyses for experimental run products. Data S3 includes results of modelling the phase assemblage evolution of Li-rich magmatic systems (P: 1.75 kbar; fO2: NNO buffer) with different initial water contents using Rhyolite-MELTS software. Data S4 includes geochemical data on mica from worldwide deposits.
DOI: 10.17632/psymy4ddnw.1
title: MISTER-T: An open-source software package for quantum optimal control of multi-electron systems on arbitrary geometries

description: We present an open-source software package, MISTER-T (Manipulating an Interacting System of Total Electrons in Real-Time), for the quantum optimal control of interacting electrons within a time-dependent Kohn-Sham formalism. In contrast to other implementations restricted to simple models on rectangular domains, our method enables quantum optimal control calculations for multi-electron systems (in the effective mass formulation) on nonuniform meshes with arbitrary two-dimensional cross-sectional geometries. Our approach is enabled by forward and backward propagator integration methods to evolve the Kohn-Sham equations with a pseudoskeleton decomposition algorithm for enhanced computational efficiency. We provide several examples of the versatility and efficiency of the MISTER-T code in handling complex geometries and quantum control mechanisms. The capabilities of the MISTER-T code provide insight into the implications of varying propagation times and local control mechanisms to understand a variety of strategies for manipulating electron dynamics in these complex systems.
DOI: 10.17632/pcpfyfpxmv.1
title: Supplementary Table I

description: Supplementary Table I: Incidence of dermally- and subcutis-based leiomyosarcoma of the skin, stratified by sex and race.
DOI: 10.17632/k7r794wnf2.1
title: Data for: A Panel Path Analysis approach to the Determinants of COVID-19 Transmission: Does Testing Matter for Confirmed Cases?
DOI: 10.17632/gjmr4d9w6h.1
title: Articles on Microfinance

description: The dataset includes bibliographic information of 3281 articles of the topic of Microfinance in the Scopus database