cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/v7r3dsgtmz.2
title: Chapter 10 - Advanced Feature Engineering Techniques for Fraud Analytics

description: Dataset_1: The dataset consists of transaction timestamps (in hours) for a sample of online banking transactions. The timestamps represent the time of day when the transactions occurred. Dataset_2: The dataset, encapsulated as a pandas DataFrame "trans_David", chronicles the transactional activities of an individual named David. A salient column, "channel_cd", signifies the payment channel employed by David for each transaction. The dataset encompasses 40 entries across 14 columns, with 'channel_cd' being the focal point for the derivation of the 'freq_channel' feature.
DOI: 10.17632/5d5drzpvwg.1
title: Late Holocene pollen data from Caofeidian

description: Late Holocene pollen data from Caofeidian
DOI: 10.17632/gxg69p37t6.1
title: Cultural Dynamics of ESG Performance: Economic Implications and Social Transformations in Six Decades of European Analysis

description: This interdisciplinary study navigates the confluence of culture, economy, and regulatory governance by exploring the implications of Environmental, Social, and Governance (ESG) criteria in Europe's socio-economic landscape from 1960 to 2021. Utilizing World Bank data, the analysis transcends traditional economic inquiry, delving into the cultural ethos that underpins economic stability, governance, and sustainability practices. By dissecting historical trends and their societal correlations, this research illuminates the nuanced interplay between financial well-being, societal welfare, and cultural paradigms. The findings reveal significant economic and social challenges, concurrently presenting opportunities that shape policy, investment strategies, and cultural practices towards sustainable development. This scrutiny not only underscores the economic necessity of robust ESG performance but also advocates for culturally integrated approaches that bolster societal resilience and economic vibrancy in the face of global uncertainties. The study contributes to bridging the discourse across cultural studies, economic sociology, and policy analysis, emphasizing the indispensable role of cultural economy in forging sustainable futures.
DOI: 10.5517/ccdc.csd.cc2bw80j
title: CCDC 2171147: Experimental Crystal Structure Determination

description: Related Article: Subhaskar R. Panga, Mark G. Montgomery|2023|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2bw81k
title: CCDC 2171148: Experimental Crystal Structure Determination

description: Related Article: Subhaskar R. Panga, Mark G. Montgomery|2023|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.17632/n39gvmfm7k.1
title: DATA_Employee Quality to Enhance Employee Performance

description: In this work responpents are employee from microfinance shariah industries in Pekalongan and Banyumas, Indonesia. The tool used to analyze this study is structural equation modelling by AMOS program. This data consist of factor loading, indicator data, and data composite.
DOI: 10.17632/7yhhgk6jbg.1
title: Zn K-edge XAFS Spectra of Clays

description: We provide two Zn K-edge XAFS spectra of kaolinite (KGa-1b; 8 ppm Zn) and montmorillonite (SAz-1; 60 ppm Zn) from the Source Clays Repository. The first column of the data is photon energy (eV) and the second column is fluorescence μ(E).
DOI: 10.17632/mvykrt4b2z.1
title: Association between alopecia areata and atopic dermatitis: a nested case-control study of the All of Us database

description: Supplementary Materials for "Association between alopecia areata and atopic dermatitis: a nested case-control study of the All of Us database"
DOI: 10.17632/phjgbzcfh9.1
title: Drone images for apline grasslines validation

description: Drone images for apline grasslines validation. Licong Liu (2023, Global Change Biology), "A remote sensing method for mapping alpine grasslines based on graph-cut".
DOI: 10.17632/79t64hz4mp.1
title: Homeowner Politics and Housing Supply

description: The files in this folder are sufficient to replicate all numerical results from Homeowner Politics and Housing Supply by Limin, Stewart and Tyndall. Running the complete code requires both R and Stata.
DOI: 10.17632/x2fn4xdbpy.1
title: Supplementary Table 1. Equations used to predict finishing performance and carcass characteristics

description: Equations used to estimate adjusted final shrunk BW (AFS-BW), shrunk weight gain (SWG), empty body weight (EBW), empty body composition of fat (EBF), individual DMI, feed efficiency (G:F), and days on feed to reach 28% EBF during the finishing period.
DOI: 10.17632/749k54zzxm.1
title: Identifying the external and internal drivers of exchange rate volatility in small open economies

description: Data and code for " Identifying the external and internal drivers of exchange rate volatility in small open economies"
DOI: 10.17632/yrpckv764s.1
title: World data

description: The data file contains all the data for the paper titled 'Achieving sustainability development goals: The happiness factor'. This data can be downloaded from many databases, e.g. UN database, the World bank database, World hapiness reports, etc.
DOI: 10.17632/gm93j5r9fw.1
title: Tissue-engineered models of lung cancer premalignancy

description: Lung cancer is the leading global cause of cancer-related deaths. Although smoking cessation is the best preventive action, nearly 50% of all lung cancer diagnoses occur in people who have already quit smoking. Research into treatment options for these high-risk patients has been constrained to rodent models of chemical carcinogenesis, which are time-consuming, expensive, and require large numbers of animals. Here we show that embedding precision-cut lung slices within an engineered hydrogel and exposing this tissue to a carcinogen from cigarette smoke creates an in vitro model of lung cancer premalignancy. Hydrogel formulations were selected to promote early lung cancer cellular phenotypes and extend PCLS viability up to six weeks. In this study, hydrogel-embedded lung slices were exposed to the cigarette smoke derived carcinogen vinyl carbamate, which induces adenocarcinoma in mice. At six weeks, analysis of proliferation, gene expression, histology, tissue stiffness, and cellular content revealed that vinyl carbamate induced the formation of premalignant lesions with a mixed adenoma/squamous phenotype. Two putative chemoprevention agents were able to freely diffuse through the hydrogel and induce tissue-level changes. The design parameters selected using murine tissue were validated with hydrogel-embedded human PCLS and results showed increased proliferation and premalignant lesion gene expression patterns. This tissue-engineered model of human lung cancer premalignancy is the starting point for more sophisticated ex vivo models and a foundation for the study of carcinogenesis and chemoprevention strategies.
DOI: 10.17632/mkx5sb3mnw.1
title: European National Implementing Measures Dataset

description: European Directives (EUDs) are binding upon Member States as to the results to be achieved, but leave to national authorities the choice of form and methods. Therefore, Member States adopt \textit{ad hoc} National Implementing Measures (NIMs) that mostly reproduce the contents of EUDs and transpose them into domestic legislation. This well-known process is defined as ``legal harmonization'' and consists of the gradual, although ambiguous, approximation of national legal orders as a result of the adoption of European legislation. In order to contribute to the analysis of this phenomenon, we collect a large and unique dataset composed of European and domestic legislative sources, which is an essential requirement to automatically pair EUDs and the corresponding NIMs, in light of their semantic similarity. The first results show the feasibility of the proposed task to discern NIMs from national legislation that does not contribute to implementing EUDs, thus constituting the foundation for a semantic search engine. We believe that our effort can promote future applications and research directions, with the ultimate aim to support traditional legal methodology, facilitate citizens' access to rights, support public administrations, and, more in general, promote democracy and the rule of law in the European Union.
DOI: 10.17632/k8yzxpkw4x.1
title: Replication files for "Estimating shadow policy rates in a small open economy and the role of foreign factors" 2023 JIMF #102972

description: This zip file contains data and Matlab replication files for "Estimating shadow policy rates in a small open economy and the role of foreign factors". Forthcoming at Journal International Money and Finance article number 102972 (2023)
DOI: 10.17632/hgwdb4mtpw.1
title: Entropy removal of medical diagnostics

description: Contains data for the methodology of the paper "Entropy Removal of Medical Diagnostics" by He S and Chong P et al.
DOI: 10.17632/hgwdb4mtpw.2
title: Entropy removal of medical diagnostics

description: Contains data for the methodology of the paper "Entropy Removal of Medical Diagnostics" by He S and Chong P et al.
DOI: 10.17632/22jv8j5rx5.1
title: Data CDI Thesis Effie Leijten - Towards Holistic Science

description: This dataset contains the interview transcripts and coding of the CDI Thesis of Effie Leijten
DOI: 10.17632/c5v839txk4.1
title: Investigation of the formation process of lined submarine pipeline based on numerical simulation

description: Investigation of the formation process of lined submarine pipeline based on numerical simulation
DOI: 10.17632/3ckh668kpm.1
title: ROLE OF LIFE SKILL EDUCATION IN MITIGATING THE CRISIS FACED BY PEOPLE OWING TO COVID-19 PANDEMIC

description: Abstract: Life Skills Education is an educational approach that prioritises the development of individual life skills, including but not limited to self-reflection, critical thinking, problem-solving, and interpersonal skills. According to the United Nations International Children's Education Fund (UNICEF), life skills-based education can be understood as a form of education that primarily focuses on fostering behaviour modification or behaviour development. The term "life skills" typically encompasses a set of psycho-social and interpersonal abilities that enable individuals to make well-informed decisions, engage in successful communication, and engage in critical thinking. Life skills refer to a set of powerful abilities that individuals possess, which allow them to effectively navigate and adapt to the various transformations and difficulties encountered during their lives. Enhancing life skills among students facilitates their ability to effectively navigate challenges and uncertainties, optimise potential possibilities, and resolve issues through collaborative and non-aggressive means. Currently, life skills education is recognised as a crucial non-pharmaceutical tool in the battle against COVID-19. Given the current circumstances, individuals are gradually adapting to the prevailing situation resulting from the pandemic by enhancing their fundamental life skills and knowledge. This process can be effectively facilitated by the implementation of a structured life skill education programme. The global community is currently experiencing a crisis characterised by widespread unemployment, diminished job security, heightened worry, and increased prevalence of mental disease. These challenges can be attributed to the ongoing COVID-19 pandemic. The present situation necessitates prompt and efficient responses from an education system that upholds social responsibility. However, there is a prevailing belief that life skills education serves as a means to bridge the divide between fundamental functioning and individual capacities. It enhances an individual's capacity to effectively address the requirements and challenges of contemporary society, facilitating the implementation of desirable behaviours in a practical manner. The provision of life skills training, achieved via the incorporation of life skills education, can assist individuals in overcoming various challenges encountered throughout their lives. This present discussion will centre on the aforementioned matter as presented in the article titled "The Role of Life Skill Education in Alleviating the Crisis Experienced by Individuals Due to the COVID-19 Pandemic."
DOI: 10.17632/8wtn82v7wg.1
title: LC-MS/MS-QTOF dataset of chemical compounds detected in honey samples from Bali and Lombok, Indonesia.

description: The predominant bee species in Indonesia, namely Apis mellifera, Apis cerana, Apis dorsata, and Trigona species (stingless bee), are known for their high honey production throughout the country. Indonesia, particularly in regions like Bali and Lombok, is renowned for its rich biodiversity, providing abundant opportunities for these bee species to forage for nectar. This abundance of diverse plant species contributes to the high-quality honey they produce. This research analyzes the chemical compositions of wild honey samples collected from Bali and Lombok. The primary objective is to identify the specific chemical compounds within honey samples obtained from distinct regions of Bali and Lombok. In this study, two honey samples were collected from different regions of Bali, while one sample was collected from Lombok.
DOI: 10.17632/8wtn82v7wg.2
title: LC-MS/MS-QTOF dataset of chemical compounds detected in honey samples from Bali and Lombok, Indonesia.

description: The predominant bee species in Indonesia, namely Apis mellifera, Apis cerana, Apis dorsata, and Trigona species (stingless bee), are known for their high honey production throughout the country. Indonesia, particularly in regions like Bali and Lombok, is renowned for its rich biodiversity, providing abundant opportunities for these bee species to forage for nectar. This abundance of diverse plant species contributes to the high-quality honey they produce. This research analyzes the chemical compositions of wild honey samples collected from Bali and Lombok. The primary objective is to identify the specific chemical compounds within honey samples obtained from distinct regions of Bali and Lombok. In this study, two honey samples were collected from different regions of Bali, while one sample was collected from Lombok.
DOI: 10.17632/8wtn82v7wg.3
title: LC-MS/MS-QTOF dataset of chemical compounds detected in honey samples from Bali and Lombok, Indonesia.

description: The predominant bee species in Indonesia, namely Apis mellifera, Apis cerana, Apis dorsata, and Trigona species (stingless bee), are known for their high honey production throughout the country. Indonesia, particularly in regions like Bali and Lombok, is renowned for its rich biodiversity, providing abundant opportunities for these bee species to forage for nectar. This abundance of diverse plant species contributes to the high-quality honey they produce. This research analyzes the chemical compositions of wild honey samples collected from Bali and Lombok. The primary objective is to identify the specific chemical compounds within honey samples obtained from distinct regions of Bali and Lombok. In this study, two honey samples were collected from different regions of Bali, while one sample was collected from Lombok.
DOI: 10.17632/fxkvmwn39m.1
title: Live-cell Förster resonance energy transfer imaging to reveal the bistable insulin response of C2C12-derived myotubes

description: To ensure safe and rapid glycemic control, muscle insulin response must exhibit bistability. We utilized single-cell Förster resonance energy transfer (FRET) imaging to quantify the bistable insulin response of C2C12-derived myotube
DOI: 10.17632/7pjgcpt5t4.1
title: Descriptive cross-sectional survey involving 250 Ghanaian counselors was used to ascertain counselors’ willingness to serve sexual minorities

description: This data study use descriptive cross-sectional survey involving 250 Ghanaian counselors to ascertain counselors’ willingness to serve sexual minorities.
DOI: 10.17632/b34wj2dvnv.1
title: The use of virtual exhibition to promote exhibitors’ pro-environmental behavior: the case study of 2021 Zhejiang Yiwu International Intelligent Manufacturing Equipment Expo

description: The data of this questionnaires is from 2021 Zhejiang Yiwu International Intelligent Manufacturing Equipment Expo (ME-Expo).
DOI: 10.17632/hgtphykjnb.1
title: Dataset of microstructure features of electro-hydrodynamic assisted alginate microbeads

description: Physicochemical properties of 5-FU-grafted alginate microbeads
DOI: 10.17632/jpkrj85dxm.1
title: A revised taxonomy and phylogeny of opalinids (Stramenopiles, Opalinata) inferred from the analysis of complete nuclear ribosomal DNA (rDNA) genes - alignments and phylogenetic trees

description: The data include 1) the sequence alignments of the SSU rDNA gene and of the ITS-LSU rDNA gene of opalinids, proteromonads and related species, in fasta format and formatted for MEGA-X ('?' added). 2) the phylogenetic trees obtained in MEGA-X by using the sequence alignments (SSU and ITS-LSU) and the maximum likelihood and maximum parsimony methods, and the trees obtained in MrBayes by using the bayesian inference method. 3) The trees obtained in the timetree analysis made in MEGA-X with the SSU rDNA alignment. Three groups of time calibration points were used: A, "sequence evolution" group, included calibrations for the Apicomplexa-Dinoflagellata divergence, Ciliophora divergence, and Stramenopiles divergence nodes; B, "host Class constraints" include calibrations for the Karotomorpha and Proteromonas divergence nodes, based on the maximum estimated time of emergence of amphibians (for the Karotomorpha node) and sauria (for the Proteromonas node); and C, "host family constraints" include calibrations for the Protoopalina and Opalina-Zelleriella nodes based on the estimated time of emergence of the most ancient anuran family in which each genus has been cited. Four scenarios were considered (the timetree obtained in each scenario is provided): scenario 1, only calibration points of group A; scenario 2, groups A-B; scenario 3, groups A-C; scenario 4, groups A-B-C.
DOI: 10.17632/jxmfrvhpyz.1
title: flower images bulk

description: Bulk images of five types of flowers. Images are not separated by flower types. Images are all in one directory. a CSV file is provided for matching image file name with label. Original images source: https://storage.googleapis.com/download.tensorflow.org/example_images/flower_photos.tgz 10 images of each class are removed and put in test set.
DOI: 10.17632/j9nk8rhbry.1
title: Destruction of self-derived PAMP via T3SS2 effector VopY to subvert PAMP-triggered immunity mediates Vibrio parahaemolyticus pathogenicity

description: These data taken together demonstrate that VopY is a T3SS2 effector of Vibrio parahaemolyticus that confers both enterotoxicity and cytotoxicity. As a EAL-domain containing phosphodiesterase capable of hydrolyzing c-di-GMP, VopY effectively suppresses STING-dependent immune responses triggered by c-di-GMP, which is produced by bacteria and hijacked by the host as a signal during bacterial infection.
DOI: 10.34740/kaggle/dsv/6728061
title: AutoXGB
DOI: 10.17632/v9gsnkttmn.1
title: Data for IJEPES paper

description: this data set includes the data used in paper titled "Tri-level scheduling of integrated electric vehicle parking lots and solar distributed generations in local and wholesale electricity markets" which was submitted for publication in IJEPES. The proper citations of the data sources are included in the paper.
DOI: 10.17632/56npmkbpfb.1
title: A human mesenchymal spheroid prototype to replace moderate severity animal procedures in leukaemia drug testing

description: Raw data files : Drug dose response data, in vivo data, cycle time for PCR, phase contrast microscope images, costings data
DOI: 10.17632/56npmkbpfb.2
title: A human mesenchymal spheroid prototype to replace moderate severity animal procedures in leukaemia drug testing

description: Raw data files : Drug dose response data, in vivo data, cycle time for PCR, phase contrast microscope images, costings data
DOI: 10.17632/v66nz2ynbs.1
title: Data for A first-principles investigation on the enthalpy landscape for the hibonite solid solution: Implications for a nebular barometer

description: DFT Calculations data needed to reproduce any results of the manuscript
DOI: 10.17632/6wrnyzbz3w.1
title: The Existence of Shared Understanding between Football Dyads

description: This is the raw data for the existence of shared understanding between football dyads. Shared understanding is defined as two or more people thinking similarly in specific situations (Blickensderfer et al., 2010). If team members have shared understanding, facilitated by an effective shared mental model, they can predict the actions of each other and provide a more effective team performance (Mathieu et al. 2000). However, further evidence is required to show whether football dyads possess shared understanding between experienced team members of a similar position. The purpose of this study was to examine the existence of shared understanding within football dyads, facilitated through an effective shared mental model. 24 football dyads (Mage = 19 ± 3 years) from youth, amateur and junior levels were recruited. Participants examined four video scenarios (2 attacking, 2 defensive). A single player in each scenario was indicated and participants had to infer their thoughts, feelings, and future actions at four time points in each scenario, as if they were that player. Actual and random dyads had responses compared for similarity on a 3-point scale (0 – not the same, 1 – similar, and 2 – almost identical) and a percentage of similarity was calculated using Ickes’s (2001) empathic accuracy paradigm. The results demonstrated dyads with experience performing together had higher percentages of similarity than randomly paired dyads. The findings also showed trends towards significance for dyads in their typical position compared to their atypical position. Based on the findings, dyads who have experience performing together were able to demonstrate their shared understanding, underpinned by an effective shared mental model.
DOI: 10.17632/sfspkt88tk.1
title: Tsc2 coordinates neuroprogenitor differentiation Western Blots

description: Full Western Blot Images Supplemental Figure 4D
DOI: 10.17632/3hdr87rx83.1
title: The role of SETD3-mediated histidine methylation of MCM7 in DNA replication

description: One excel file represents original data in supplementary Figure S1-S9. Two compressed files including original data (WB and digitial data) in Figure 1-7, and excel file showing original mass spectrometry data.
DOI: 10.5281/zenodo.10015594
title: Supporting data for "Machine-Learnt Interatomic Potentials for Amorphous Zeolitic Imidazolate Frameworks"

description: Trajectories from several ab initio molecular dynamics simulations of ZIF-4, produced by CP2K. They consist of NVT simulations of 60 to 80 ps, performed at various temperatures and volumes.
Volume deformations (from the reference crystal volume) are denoted as volume difference in % compared to the initial volume (e.g. volume_deformation2 has a volume (1 + 0.02) times larger than the initial volume).